commit e50f7ec594decf421c6c30bb3c32ae59b4e8ccb8
Author: louiscklaw <louiscklaw@users.noreply.gmail.com>
Date:   Sat Feb 1 02:02:54 2025 +0800

    update,

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..d54c38a
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,31 @@
+*.mp4 filter=lfs diff=lfs merge=lfs
+*.zip filter=lfs diff=lfs merge=lfs
+*.7z filter=lfs diff=lfs merge=lfs
+*.tar.gz filter=lfs diff=lfs merge=lfs
+*.jpg filter=lfs diff=lfs merge=lfs
+*.png filter=lfs diff=lfs merge=lfs
+*.avif filter=lfs diff=lfs merge=lfs
+*.webm filter=lfs diff=lfs merge=lfs
+*.mkv filter=lfs diff=lfs merge=lfs
+
+# Documents
+*.doc	diff=astextplain
+*.DOC	diff=astextplain
+*.docx	diff=astextplain
+*.DOCX	diff=astextplain
+*.dot	diff=astextplain
+*.DOT	diff=astextplain
+*.pdf	diff=astextplain
+*.PDF	diff=astextplain
+*.rtf	diff=astextplain
+*.RTF	diff=astextplain
+
+*.gif filter=lfs diff=lfs merge=lfs
+*.GIF filter=lfs diff=lfs merge=lfs
+*.bmp filter=lfs diff=lfs merge=lfs
+*.BMP filter=lfs diff=lfs merge=lfs
+*.tiff filter=lfs diff=lfs merge=lfs
+*.TIFF filter=lfs diff=lfs merge=lfs
+*.wav filter=lfs diff=lfs merge=lfs
+*.WAV filter=lfs diff=lfs merge=lfs
+*.log filter=lfs diff=lfs merge=lfs
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..67a5a14
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+**/~*.*
\ No newline at end of file
diff --git a/ISOM3400_asg1.pdf b/ISOM3400_asg1.pdf
new file mode 100644
index 0000000..4a2b9c0
Binary files /dev/null and b/ISOM3400_asg1.pdf differ
diff --git a/course_materials/Topic_1_Python_Basics_(with answers).ipynb b/course_materials/Topic_1_Python_Basics_(with answers).ipynb
new file mode 100644
index 0000000..76d446f
--- /dev/null
+++ b/course_materials/Topic_1_Python_Basics_(with answers).ipynb	
@@ -0,0 +1,5020 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "WoU1nZS_dk7v"
+      },
+      "source": [
+        "[What’s Markdown?](https://www.markdownguide.org/getting-started)\n",
+        "\n",
+        "- Markdown is a lightweight markup language that you can use to add formatting elements to plaintext text documents. You add Markdown syntax to the text to indicate which words and phrases should look different.\n",
+        "- For example, to denote a heading, you add a number sign before it (e.g., # Heading One). Or to make a phrase bold, you add two asterisks before and after it (e.g., **this text is bold**).\n",
+        "\n",
+        "[Basic Syntax](https://www.markdownguide.org/basic-syntax/)\n",
+        "- Headings, paragraphs, line breaks, emphasis (e.g., bold, italic), lists (ordered and unordered), ..."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Phm288_2QuAB"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 1 Operators\n",
+        "\n",
+        "In Python, we can directly write <b>*expressions*</b> and Python will generate the results for experessions. Expressions are typically comprised of <b>*operators*</b> and <b>*values*</b>.\n",
+        "- <b>*operators*</b> are a set of special symbols that carry out computations.\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "iWWlM-PuoUjY"
+      },
+      "source": [
+        "## 1.1 Arithmetic Operators\n",
+        "\n",
+        "The <font color='royalblue'><b>*arithmetic operators*</b></font> `+`, `-`, `*`, `/`, and `**` perform addition, subtraction, multiplication, division, and exponentiation:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "RypeFqFAPtDt",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d00fe752-9362-4994-afd5-0ad30b7b3062"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5.2"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 1
+        }
+      ],
+      "source": [
+        "1.2 + 2 + 2"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "QsLURoqWQAzT",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f7efc613-c940-495f-9976-dc4bf9ecd580"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "10"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 2
+        }
+      ],
+      "source": [
+        "5 * 2"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "JnpFbh7vQCWC",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "0ed1fe74-8e7f-486e-d07b-5241ee8cd6b0"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "25"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "5 ** 2        # 5 squared"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XCmg3g_rfYbW"
+      },
+      "source": [
+        "Parentheses `()` can be used for grouping:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "avNCWAiGP_Qq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b80706ca-61a1-4e95-ecbe-8d5d06ade6f3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "2.0"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ],
+      "source": [
+        "(15 - 10) * 2 / 5"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "cbbMUKsJXCwi",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "5ed5004f-ee43-44d0-fb0f-67716d6a1933"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "25"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 5
+        }
+      ],
+      "source": [
+        "5 * (3 + 2)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "YcKk6JkSQj6C",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "2574af58-32d2-4945-9e86-d893e0c64c79"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5.666666666666667"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ],
+      "source": [
+        "17 / 3    # division; always return a result with a fractional part"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "wPt_dVQ6QVmq"
+      },
+      "source": [
+        "The `//` operator performs <font color='royalblue'><b>*integer or floored division*</b></font> that keeps only the integer part of the result, while the `%` operator calculates the remainder:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Cd-L6HR6TFOB",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "74cf92e9-aee3-4f09-defc-e498e9754733"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ],
+      "source": [
+        "17 // 3   # floor division; discard the fractional part"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "720mFJnqQlV-",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "82a57643-58c3-4239-cab3-23ca2101d54d"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "2"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ],
+      "source": [
+        "17 % 3    # mod; return the remainder of the division"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "B5aV3QPIXUnM"
+      },
+      "source": [
+        "*Exercise:* From your math classes, you should know $a^2-b^2=(a-b)(a+b)$. Using this information to calculate the result of $19^2-18^2$ in at least two ways."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "5K0SiwgNXcEV",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4c9ab10b-45c2-4360-c150-619e7c26a4fa"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "37"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 9
+        }
+      ],
+      "source": [
+        "# write your codes here, the first way\n",
+        "19 ** 2 - 18 **2"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "3jD4Y8SzXe-a",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "5cfe7e5f-23bb-4841-ffad-35b7f9634033"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "37"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ],
+      "source": [
+        "# the second way\n",
+        "(19 + 18) * (19 - 18)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "A1w94yVqoed7"
+      },
+      "source": [
+        "## 1.2 Comparison Operators\n",
+        "\n",
+        "<font color='royalblue'><b>*Comparison (relational) operators*</b></font> are used to compare values on either sides of them. It returns either of the two <font color='royalblue'><b>*Boolean*</b></font> values, `True` and `False`.\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "KanNkLafVKso"
+      },
+      "source": [
+        "The table summarizes comparision operators:\n",
+        "\n",
+        "| Operator | Meaning |\n",
+        "|----|---|\n",
+        "| == | Equal to - `True` if both operands are equal |\n",
+        "| !=  | Not equal to - `True` if operands are not equal |\n",
+        "| < | Less than - `True` if left operand is less than the right |\n",
+        "| > | Greater than - `True` if left operand is greater than the right |\n",
+        "| <=  | Less than or equal to - `True` if left operand is less than or equal to the right |\n",
+        "| >=  | Greater than or equal to - `True` if left operand is greater than or equal to the right |\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "eqSarpzPWPZM",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "eed1d946-f029-4947-dede-5275996dada4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "2 <= 5"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "vmzrggo7WSjN",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d238af36-6dad-4240-f2a9-60c5263329f4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "# chained in the mathematically obvious way\n",
+        "# it can only be written as 2 < 5 and 5 <= 5.0 in other languages\n",
+        "\n",
+        "2 < 5 <= 5.0"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "hbJDcS_BcxBA"
+      },
+      "source": [
+        "*Exercise:* Try to compare whether \"hello\" is equal to \"Hello\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "W9qapqupc5AT",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ead54b27-bded-413a-b5b0-631368d59a2b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ],
+      "source": [
+        "# write your codes here\n",
+        "\"hello\" == \"Hello\""
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "y5nz76vPkgP0"
+      },
+      "source": [
+        "## 1.3 Logical Operators\n",
+        "\n",
+        "\n",
+        "### Boolean Values: `True` and `False`\n",
+        "\n",
+        "\n",
+        "In computer science, the **Boolean data type** (`bool` for short in Python) is a data type that can only take on two truth values, `True` or `False`, intended to represent the truth values of logic and Boolean algebra.\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "VYSPDvrnkgP1",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e823aeed-8f7e-49fe-e34b-00881fea2ac8"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ],
+      "source": [
+        "True    # reserved keywords"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "kREZmZddkgP1",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "106bcfe5-6158-4f3a-d593-4c84f1347379"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 15
+        }
+      ],
+      "source": [
+        "False   # reserved keywords"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "2vmnOtMUWmA0"
+      },
+      "source": [
+        "<font color='royalblue'><b>*Logical (Boolean) operators*</b></font> (`and`, `or` and `not`) perform Boolean logic upon two Boolean expressions and return Boolean results (`True` or `False`).\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "bz1ePYtCXu98"
+      },
+      "source": [
+        "Logical operators in Python are summarized as follows. The order indicates the relative levels of precedence (ordered by descending priority):\n",
+        "\n",
+        "\n",
+        "|Operator|Meaning|\n",
+        "|:-- |:-- |\n",
+        "|not|True if operand is false (complements the operand)|\n",
+        "|and|True if both the operands are true|\n",
+        "|or|True if either of the operands is true|\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "PVa40u5bXILc",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "644fc777-1a5a-477b-8444-630b675f3b7f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 16
+        }
+      ],
+      "source": [
+        "not True          # only require one operand"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "SNXGO_KSXL4E",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "265b4e9a-23eb-4790-b329-ed78adfe50ef"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ],
+      "source": [
+        "False or False"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6jpZRDSZeM93"
+      },
+      "source": [
+        "*Exerciese:* Do not run the following codes first, predict the returned results of `2 < 5 and not False` and `2 < 5 and 5 < 5.0 or 5 < 1024`."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ERI2aU_-XPgc",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "a93809df-7e0a-4d77-fc45-9c8950d6d79a"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 18
+        }
+      ],
+      "source": [
+        "2 < 5 and not False"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "7HFvKyHUXjn0",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "efe44a88-43af-4e96-f10c-b539607659e6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 19
+        }
+      ],
+      "source": [
+        "2 < 5 and 5 < 5.0 or 5 < 1024"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "MXNENMdEgh03"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 2 Objects and Their Types\n",
+        "\n",
+        "Everything in Python is an object, and every object has  an <font color='royalblue'><b>*identity*</b></font>, a <font color='royalblue'><b>*type*</b></font>, and a <font color='royalblue'><b>*value*</b></font>.\n",
+        "\n",
+        "Python's built-in data types can be found at: https://www.w3schools.com/python/python_datatypes.asp\n",
+        "\n",
+        " <img src=\"https://www.dropbox.com/s/akxnl7mc1k768tx/data%20types.png?raw=1\" width=400/>\n",
+        "\n",
+        "The built-in function `type()` returns an object's type:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ZeDbgQoLhKFw",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3ec6a378-b69e-4cd4-b5f2-059db1a90f85"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "bool"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 20
+        }
+      ],
+      "source": [
+        "type(True)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "m7r7GK88hWB_",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "58336c23-e3ae-4d51-e199-e5586a421fa6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "int"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 21
+        }
+      ],
+      "source": [
+        "type(5**2)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "gTz9SEcohd-R",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6dca313b-4fbc-4abf-e4f7-d23d7c9ea108"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "float"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 22
+        }
+      ],
+      "source": [
+        "type(2.0)     # with a decimal point"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "LgnagsKHhfsR",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3ddaf437-94f6-4e74-a517-f78c41e4cc27"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "float"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 23
+        }
+      ],
+      "source": [
+        "type(3.8e15)  # with an exponent; base 10"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "g42KHqNVkgP8",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c8d9f9d9-e498-4f43-8636-67f75a28b037"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "float"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 24
+        }
+      ],
+      "source": [
+        "type(15 / 5)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jNQXiSAegDNV",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ea91589b-cf1c-47ef-a795-8bb3a3c8a2e6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "3.0"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 25
+        }
+      ],
+      "source": [
+        "15/5"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "mmB_ePaskgP9",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7b5ddf01-6707-49a2-d1d9-847e9493645e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "int"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 26
+        }
+      ],
+      "source": [
+        "type(17 // 5)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "hXTO9tk2kgP-",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "dab64cb5-8eec-4e14-917a-34867e7a998d"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "int"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 27
+        }
+      ],
+      "source": [
+        "type(17 % 3)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5tYQ9MsV_Uxa"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "\n",
+        "An object's  <font color='royalblue'><b>*type*</b></font> determines:\n",
+        "\n",
+        "- A domain of possible values, e.g.:\n",
+        "\n",
+        "    - The `bool` type has only two values, i.e., `True` and `False`;\n",
+        "    - The `int` type represents whole numbers (e.g., `1`, `2`, `-34`, `1024`);\n",
+        "    - The numbers with a decimal point or an exponent (or both) (e.g., `2.0`, `3.2`, `.3`, `3.8e15`) have type `float` (short for floating-point numbers).\n",
+        "    \n",
+        "- A set of possible operations that can be performed on these values (e.g., arithmetic operations like `+`, `-`, `*`, etc.).\n",
+        "\n",
+        "\n",
+        "\n",
+        "More genrally, everything in Python is an object.\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "sf62xwIpbAn5"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 3 Variables\n",
+        "\n",
+        "One of the most powerful features of a programming language is the ability to manipulate  <font color='royalblue'><b>*variables*</b></font>. In Python, a variable is ***a name that refers to an object***."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6IvwVp2AzfmM"
+      },
+      "source": [
+        "## 3.1 Declare Variables\n",
+        "\n",
+        "Using the equal sign (`=`), an assignment statement defines a variable by\n",
+        "\n",
+        "- Evaluating the expression on the right of `=` to construct a new or retrieve an existing object;\n",
+        "\n",
+        "- Binding a name on the left of `=` to the object."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "SBENOmJyze4n"
+      },
+      "outputs": [],
+      "source": [
+        "width = 10"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "wLgxlKXn_9dn"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/var1.png\" width=120 />\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "KFRBAU07z1dP"
+      },
+      "outputs": [],
+      "source": [
+        "height = 12"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "bF5DNkdIATfY"
+      },
+      "source": [
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/var2.png\" width=120 />"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "AKut-oZOAnJP"
+      },
+      "source": [
+        "When we enter a name in Python, it gives us back the object bound to it:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "kvZtrnqTAmJa",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "007eeda7-5b35-472f-f494-ef5a0929a55b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "10"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 30
+        }
+      ],
+      "source": [
+        "width"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "7-cKOPfaAyW7",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "cf6f7046-2ef2-4463-d05f-eef52cc9e447"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "12"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 31
+        }
+      ],
+      "source": [
+        "height"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "MjR9TY7XA3cn"
+      },
+      "outputs": [],
+      "source": [
+        "area = width * height"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "tlLM4RJLBC9g"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/expr1.png\" width=300 />"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "X2j-k9u4BUVd",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4e8973c3-7fc4-4e90-c3a6-f07c2f785bfa"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "120"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 33
+        }
+      ],
+      "source": [
+        "area"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "QikJF5GOBe99"
+      },
+      "outputs": [],
+      "source": [
+        "width = width + 5"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "irIEx66tBiM5"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/expr2.png\" width=185 />"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "h6MRm9TPBhZh",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3ec35745-e9c8-41e7-8ae6-9f5b742457b6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "15"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 35
+        }
+      ],
+      "source": [
+        "width"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "On_EWQlKB8iD"
+      },
+      "source": [
+        "\n",
+        "## 3.2 Compound/Augmented Assignment Operators\n",
+        "\n",
+        "`width = width + 5` examplifies a very common operation. Python provides a shorthand operator, `+=`, to express it more cleanly:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "4L5qnWhITmeO",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6da7e4a6-d7cf-4fe9-c5c0-ba681895100e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "20"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 36
+        }
+      ],
+      "source": [
+        "width += 5\n",
+        "width"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "0-4_9z7MTpob"
+      },
+      "source": [
+        "Similar <font color='royalblue'><b>*compound/augmented assignment operators*</b></font> include `-=`, `*=`,  `%=`, and so on:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "gOXuHqraT8L1",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f2b02950-951d-4ba5-f51a-97cb1402e3eb"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "4.0"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 37
+        }
+      ],
+      "source": [
+        "width /= 5; width"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "O7ONE_IvCyxZ"
+      },
+      "source": [
+        "**<font color='steelblue' > Question </font>**: What is the value of `j` after evaluating `i += 7`?"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "WvRorN0xlMSn",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "db9f1f63-38ca-46e1-c77a-a70be81551fe"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "i= 12\n",
+            "j= 5\n"
+          ]
+        }
+      ],
+      "source": [
+        "i = 5\n",
+        "j = i\n",
+        "i += 7\n",
+        "\n",
+        "#write codes to check value of i and j\n",
+        "print(\"i=\", i)\n",
+        "print(\"j=\", j)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "p3cs5dftIv8n"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "## 3.3 Naming Conventions\n",
+        "\n",
+        "Python has some rules to follow when forming a variable name:\n",
+        "\n",
+        "- Can contain both letters (uppercase or lowercase), digits (but cannot start with a number), and the underscore character (_).\n",
+        "\n",
+        "- Python's keywords cannot be used as variable names, because the Python interpreter uses them to recognize the structure of the program."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ShlXtEoPkgQO",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "58a37b95-0266-4a70-f51d-7be9da0b4054"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "SyntaxError",
+          "evalue": "cannot assign to True (<ipython-input-39-da5279a5acf3>, line 1)",
+          "traceback": [
+            "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-39-da5279a5acf3>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    True = 49.2\u001b[0m\n\u001b[0m    ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m cannot assign to True\n"
+          ]
+        }
+      ],
+      "source": [
+        "True = 49.2"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "Python also provides a keyword module for working with Python keywords in a programmatic way. `kwlist` provides a list of all the Python keywords for the version of Python you’re running."
+      ],
+      "metadata": {
+        "id": "xLfiwOo6MUFU"
+      }
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "_tnr7Se7IzzC",
+        "outputId": "2625394c-1b66-4415-c776-f311d4186bcc"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['False',\n",
+              " 'None',\n",
+              " 'True',\n",
+              " 'and',\n",
+              " 'as',\n",
+              " 'assert',\n",
+              " 'async',\n",
+              " 'await',\n",
+              " 'break',\n",
+              " 'class',\n",
+              " 'continue',\n",
+              " 'def',\n",
+              " 'del',\n",
+              " 'elif',\n",
+              " 'else',\n",
+              " 'except',\n",
+              " 'finally',\n",
+              " 'for',\n",
+              " 'from',\n",
+              " 'global',\n",
+              " 'if',\n",
+              " 'import',\n",
+              " 'in',\n",
+              " 'is',\n",
+              " 'lambda',\n",
+              " 'nonlocal',\n",
+              " 'not',\n",
+              " 'or',\n",
+              " 'pass',\n",
+              " 'raise',\n",
+              " 'return',\n",
+              " 'try',\n",
+              " 'while',\n",
+              " 'with',\n",
+              " 'yield']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 40
+        }
+      ],
+      "source": [
+        "import keyword\n",
+        "keyword.kwlist"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "len(keyword.kwlist)"
+      ],
+      "metadata": {
+        "id": "WDEGWzr4M2Jd",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d75149db-9449-447f-d00d-7ad257e6f998"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "35"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 41
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Me5gSdwFmAHN"
+      },
+      "source": [
+        "*Exercise:* Try to **violate** each naming rules by defining several new variables"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "flPCDbYel82z",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "bd71a9cb-93ff-4fdd-dadf-007eb9a4e2f3"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "SyntaxError",
+          "evalue": "invalid decimal literal (<ipython-input-42-19a99b08a5d1>, line 2)",
+          "traceback": [
+            "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-42-19a99b08a5d1>\"\u001b[0;36m, line \u001b[0;32m2\u001b[0m\n\u001b[0;31m    1day = 'Monday'\u001b[0m\n\u001b[0m    ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid decimal literal\n"
+          ]
+        }
+      ],
+      "source": [
+        "# write your codes here\n",
+        "1day = 'Monday'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "course$ = 100"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "id": "DYSeBUjLOskk",
+        "outputId": "62231c40-741f-4e15-d24e-74324d47f5b0"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "SyntaxError",
+          "evalue": "invalid syntax (<ipython-input-43-f3b72d74310c>, line 1)",
+          "traceback": [
+            "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-43-f3b72d74310c>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    course$ = 100\u001b[0m\n\u001b[0m          ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "i4CtL_zIJBGl"
+      },
+      "source": [
+        "A good coding style requires a variable name to be  ***descriptive***  and  ***mnemonic***."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "cufjK1xrkgQP"
+      },
+      "outputs": [],
+      "source": [
+        "course_name = \"Business Applications Development in Python\"\n",
+        "course_code = \"ISOM3400\"\n",
+        "course_is_elective = True"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "KmMYRvsjKOgV"
+      },
+      "source": [
+        "\n",
+        "## 3.4 Namespaces\n",
+        "\n",
+        "A <font color=\"royalblue\"><b>*namespace*</b></font> is a <font color=\"royalblue\"><b>*mapping from names to objects*</b></font> in a specific programming context, and can be conceptualized as an \"invisible dictionary\".\n",
+        "\n",
+        "The built-in function `dir()`,  when called without arguments,\n",
+        "returns the list of all the names (functions and variables) belonging to the namespace from where it is called.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "eLtxL5ERkgRD"
+      },
+      "outputs": [],
+      "source": [
+        "a_trial_variable = 'will be deleted soon'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "1iBiLVbUkgRD",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d61d53b9-7818-435e-d431-da5d31196699"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "['In', 'Out', '_', '_1', '_10', '_11', '_12', '_13', '_14', '_15', '_16', '_17', '_18', '_19', '_2', '_20', '_21', '_22', '_23', '_24', '_25', '_26', '_27', '_3', '_30', '_31', '_33', '_35', '_36', '_37', '_4', '_40', '_41', '_5', '_6', '_7', '_8', '_9', '__', '___', '__builtin__', '__builtins__', '__doc__', '__loader__', '__name__', '__package__', '__spec__', '_dh', '_i', '_i1', '_i10', '_i11', '_i12', '_i13', '_i14', '_i15', '_i16', '_i17', '_i18', '_i19', '_i2', '_i20', '_i21', '_i22', '_i23', '_i24', '_i25', '_i26', '_i27', '_i28', '_i29', '_i3', '_i30', '_i31', '_i32', '_i33', '_i34', '_i35', '_i36', '_i37', '_i38', '_i39', '_i4', '_i40', '_i41', '_i42', '_i43', '_i44', '_i45', '_i5', '_i6', '_i7', '_i8', '_i9', '_ih', '_ii', '_iii', '_oh', 'a_trial_variable', 'area', 'exit', 'get_ipython', 'height', 'i', 'j', 'keyword', 'quit', 'width']\n"
+          ]
+        }
+      ],
+      "source": [
+        "print(dir())"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Es2CpRk1pfA3"
+      },
+      "source": [
+        "Deleting a name using [the `del` statement](https://docs.python.org/3/reference/simple_stmts.html#del) removes the name from the namespace:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "GUQ9DH8rpjgH"
+      },
+      "outputs": [],
+      "source": [
+        "del a_trial_variable"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "euHag_VlqBiV",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6fca2356-268f-45fc-f5ed-f475f12f7553"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "['In', 'Out', '_', '_1', '_10', '_11', '_12', '_13', '_14', '_15', '_16', '_17', '_18', '_19', '_2', '_20', '_21', '_22', '_23', '_24', '_25', '_26', '_27', '_3', '_30', '_31', '_33', '_35', '_36', '_37', '_4', '_40', '_41', '_5', '_6', '_7', '_8', '_9', '__', '___', '__builtin__', '__builtins__', '__doc__', '__loader__', '__name__', '__package__', '__spec__', '_dh', '_i', '_i1', '_i10', '_i11', '_i12', '_i13', '_i14', '_i15', '_i16', '_i17', '_i18', '_i19', '_i2', '_i20', '_i21', '_i22', '_i23', '_i24', '_i25', '_i26', '_i27', '_i28', '_i29', '_i3', '_i30', '_i31', '_i32', '_i33', '_i34', '_i35', '_i36', '_i37', '_i38', '_i39', '_i4', '_i40', '_i41', '_i42', '_i43', '_i44', '_i45', '_i46', '_i47', '_i5', '_i6', '_i7', '_i8', '_i9', '_ih', '_ii', '_iii', '_oh', 'area', 'exit', 'get_ipython', 'height', 'i', 'j', 'keyword', 'quit', 'width']\n"
+          ]
+        }
+      ],
+      "source": [
+        "print(dir())"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "eNxfVQDLkgRF",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 176
+        },
+        "outputId": "b5a1babc-8e46-4c9e-d6a2-77098a4ccd55"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "NameError",
+          "evalue": "name 'a_trial_variable' is not defined",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-48-eb4c8d65befc>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0ma_trial_variable\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mNameError\u001b[0m: name 'a_trial_variable' is not defined"
+          ]
+        }
+      ],
+      "source": [
+        "a_trial_variable"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "UrBXNrXAqJVg"
+      },
+      "source": [
+        "When objects become unreachable, they can be garbage-collected."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "M9I_J0oShEYH"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 4 Functions"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Xro--X1T3eTI"
+      },
+      "source": [
+        "> Programming = Data + Function"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "u6HfueVZjpKJ"
+      },
+      "source": [
+        "A function is a machine which turns input objects (called the arguments) into an output object (called the return value), according to a definite rule (defined somewhere for this function).\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "JrxKY81ZKC29"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "We can  draw an analogy of a programming function to a mathematical function.\n",
+        "\n",
+        "\n",
+        "\n",
+        "Consider $f(a,b)=a^2+b^2$:\n",
+        "\n",
+        "- A function definition usually associates a name (i.e., $f$) with a sequence of statements that performs a computation (i.e., $a^2+b^2$).\n",
+        "\n",
+        "- Once a function is defined, we can \"call\" it by name with necessary inputs provided (i.e., $f(3,5)$).\n",
+        "\n",
+        "- When a function is called or invoked, Python goes back and looks up its definition, executes the code inside the function definition (i.e., $3^2+5^2$), and return an output (i.e., $34$)."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "MZQ6tHCEkisI"
+      },
+      "source": [
+        "Python provides a number of [**built-in functions**](https://docs.python.org/3/library/functions.html) that we can use without needs to provide the function definition as well as import a module:\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Mnv9aYZojO0f",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ce55c851-a074-4ab2-82b9-0183271cf5ab"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "hello world\n"
+          ]
+        }
+      ],
+      "source": [
+        "print('hello world')  # print object"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "cjNAbpeEkh5T",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c6c94ee5-3a85-4ee3-c21c-2d3a6ab75295"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5.11"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 50
+        }
+      ],
+      "source": [
+        "abs(-5.11)   # return the absolute value of a number"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "N1ZsRVzojTwL",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3c9b7028-6cb1-4725-a9fa-053a511f30c4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "4.56"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 51
+        }
+      ],
+      "source": [
+        "round(4.55892, 2)       # return number (1st argument) rounded to ndigits (2nd argument) precision after the decimal point."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "grA9RkhcciRw",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b1e19868-ee3d-4c67-8db4-db2069bb9d48"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "8"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 52
+        }
+      ],
+      "source": [
+        "pow(2, 3)    # return base (1st argument) to the power exp (2nd argument)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "CSakjCYCkpQw",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "42850447-9909-443c-d4ef-f04b837278f5"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 53
+        }
+      ],
+      "source": [
+        "max(1, 2, 3, 4, 5)   # return the largest item"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "4DKmmVGZkrGr",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "bc6456c6-7906-4562-de72-21e03c119d90"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "1"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 54
+        }
+      ],
+      "source": [
+        "min(1, 2, 3, 4, 5)   # return the smallest item"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "sDxEWDKoku3I",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "161fe355-b0ff-4543-b9bb-f9608a18efd7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(4, 1)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 55
+        }
+      ],
+      "source": [
+        "divmod(9, 2)    # return the quotient and remainder when using integer division"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "V2Rzriz9lTba"
+      },
+      "source": [
+        "Typing a function's name without `()` echos \"the value\" or more precisely the <font color=\"royalblue\">**string representation**</font> of the function:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "qBN9YyLJlT7p",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "bc91d4d7-c413-497f-8629-37412ac66a2c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<function max>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 57
+        }
+      ],
+      "source": [
+        "max"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "MGbmYUX6k6cy"
+      },
+      "source": [
+        "If the usage of a function is unknown, we can call `help()` to print help for the function:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ToI27i89k53w",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "045dd0bd-1a47-43b2-d9eb-a0b0caf196bd"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Help on built-in function max in module builtins:\n",
+            "\n",
+            "max(...)\n",
+            "    max(iterable, *[, default=obj, key=func]) -> value\n",
+            "    max(arg1, arg2, *args, *[, key=func]) -> value\n",
+            "    \n",
+            "    With a single iterable argument, return its biggest item. The\n",
+            "    default keyword-only argument specifies an object to return if\n",
+            "    the provided iterable is empty.\n",
+            "    With two or more arguments, return the largest argument.\n",
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "help(max)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "QNvvdDDqiwVD"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 5 Strings\n",
+        "\n",
+        "Besides numbers and Booleans, Python can also manipulate strings, which are sequences of characters.\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "CRrNZhsscuSF"
+      },
+      "source": [
+        "\n",
+        "## 5.1 String Literals\n",
+        "\n",
+        "Strings are constructed by enclosing a sequence of characters in single quotes (`'`) or double quotes (`\"`):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "V6Ti7K6MjIgz",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "399993c0-66ea-422d-e261-1c8684e779a2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Welcome to Python Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 61
+        }
+      ],
+      "source": [
+        "'Welcome to Python Programming'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "AfnfgbhzjL-G",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "5cddf2ac-7f8b-4e99-a55b-5705e1fddcc4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Welcome to Python Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 59
+        }
+      ],
+      "source": [
+        "\"Welcome to Python Programming\""
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "F1eHBZnWjbw-"
+      },
+      "source": [
+        " Single quoted strings can contain double quotes, and vice versa"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Ba1AIO3ijbBV"
+      },
+      "outputs": [],
+      "source": [
+        "\"Programming isn't hard.\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "9H-jsam6jx62"
+      },
+      "outputs": [],
+      "source": [
+        "'\"Yes\", they said.'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "T87y5hj0oMbG"
+      },
+      "outputs": [],
+      "source": [
+        "strr='\"Yes\", they said.'   # assign this string to a variable strr"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "7E7icLAZoQK6",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "1b506e4c-6228-4bc0-8bc5-4a0b53bbcacc"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'\"Yes\", they said.'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 63
+        }
+      ],
+      "source": [
+        "strr"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "c6pInT4pjLMw"
+      },
+      "source": [
+        "**<font color='steelblue' > Question </font>**: What if we have to use single (double) quotes literally in a single(double)-quoted string? Escape their special behaviors with backslashes (`\\`):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "-AwV8aCilKaa",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "e688465e-c0db-4404-f626-2d038dcc88fe"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'\"No, it isn\\'t\", they said'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 66
+        }
+      ],
+      "source": [
+        "'\"No, it isn\\'t\", they said'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "nNfogqwso04V"
+      },
+      "source": [
+        "*Exercise:* Try to create a string value with both single and double quotes, and check what you will get by not using backslash to escape the quotes."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "xDFmB_gRo3Cf",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "43b68f7f-f3a8-4a5e-ba66-13cc7368951c"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "SyntaxError",
+          "evalue": "unterminated string literal (detected at line 2) (<ipython-input-68-5b8dbab51113>, line 2)",
+          "traceback": [
+            "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-68-5b8dbab51113>\"\u001b[0;36m, line \u001b[0;32m2\u001b[0m\n\u001b[0;31m    'Jenny told me, \"Charels didn't come yesterday\"'\u001b[0m\n\u001b[0m                                                  ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m unterminated string literal (detected at line 2)\n"
+          ]
+        }
+      ],
+      "source": [
+        "# write your codes here\n",
+        "'Jenny told me, \"Charels didn't come yesterday\"'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "LpMpaBA_oE7M"
+      },
+      "source": [
+        "When we press the <kbd class=\"\">Enter</kbd> key, a <b>*newline character*</b> (`\\n`) is generated to signify the end of a line. But  Python uses newlines to delineate statements.\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "J4GTuWvnJmFf",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "092e91c0-e001-4141-e6d7-ed04bfbcfd4c"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "SyntaxError",
+          "evalue": "unterminated string literal (detected at line 1) (<ipython-input-69-ddc1acafbb91>, line 1)",
+          "traceback": [
+            "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-69-ddc1acafbb91>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    'Python Programming\u001b[0m\n\u001b[0m    ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m unterminated string literal (detected at line 1)\n"
+          ]
+        }
+      ],
+      "source": [
+        "'Python Programming\n",
+        "for Business Analytics'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "j5cdIus6oRVt"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "\n",
+        "One way to make a string literal span multiple lines is to write it inside triple quotes, `\"\"\"` or `'''`:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Pn3HvXgNkgQZ",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "5f4a3597-8dc9-4d5a-f1af-6b0641664593"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python Programming\\nfor Business Analytics'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 70
+        }
+      ],
+      "source": [
+        "'''Python Programming\n",
+        "for Business Analytics'''     # a newline (\\n) is automatically included in it"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "80Z6XJTd2w1p"
+      },
+      "source": [
+        "We can also use `()` to combine multiple string literals (possibly spanning multiple lines) into one:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "glLybREa2vga",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "15b5ff98-5f14-4272-e5e6-99b49573acd7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python Programming for Business Analytics'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 71
+        }
+      ],
+      "source": [
+        "(\"Python Programming \"\n",
+        "\"for Business Analytics\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "F0xQ03GJozSo"
+      },
+      "source": [
+        "`print()` is used to display the actual content represented by a string literal:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "IbVBCtkaorVQ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "57bf2c50-148b-4938-ecdc-8dc8f2410320"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Python Programming\n",
+            "for Business Analytics\n"
+          ]
+        }
+      ],
+      "source": [
+        "print('Python Programming\\nfor Business Analytics')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "3-m8yOGEkIrs"
+      },
+      "source": [
+        "\n",
+        "## 5.2 Escape Sequences\n",
+        "\n",
+        "An  <font color='royalblue'><b>*escape sequence*</b></font> (of characters) can be used to denote a special character which cannot be typed easily on a keyboard or one which has been reserved for other purposes.\n",
+        "\n",
+        "Some common escape sequences include:\n",
+        "\n",
+        "|Sequence|Meaning|\n",
+        "|:-- |:-- |\n",
+        "|`\\\\`|literal backslash|\n",
+        "|`\\'`|single quote|\n",
+        "|`\\\"`|double quote|\n",
+        "|`\\t`|tab|\n",
+        "|`\\n`|newline|"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "FEdpi9m0qKLV"
+      },
+      "source": [
+        "**<font color='steelblue' > Question </font>**: How to print the following using escape sequences:\n",
+        "\n",
+        "`I don't think \"a\" is equal to \"A\" in 'Python'`"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "wE0BJQ0hjQH7",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c9cc4f59-36ab-49e5-8006-fd86dca82ee5"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "I don't think \"a\" is equal to \"A\" in 'Python'\n"
+          ]
+        }
+      ],
+      "source": [
+        "print('I don\\'t think \"a\" is equal to \"A\" in \\'Python\\'')  # write the string here"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ABgZhk3XsBu6"
+      },
+      "source": [
+        "We can make a string literal span multiple lines by including a backslash character \\ at the end of each line to escape the newline (\\n):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "lNzPg2qBsE28",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "76b25717-191e-416f-f2dd-c7d9ee1914f4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python Programming for Business Analytics'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 74
+        }
+      ],
+      "source": [
+        "'Python Programming \\\n",
+        "for Business Analytics'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "jl_Af1ZYsN9y"
+      },
+      "source": [
+        "*Exercise:* Try to predict what the string will be like if we print it\n",
+        "\n",
+        "```\n",
+        "\"\\\"Python is fast enough for our site and allows us to produce maintainable features in record times, \\\n",
+        "with a minimum of developers,\\\" \\n said Cuong Do, Software Architect, YouTube.com.\"\n",
+        "```"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jgfuQVafsuCU",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ea8ae637-8740-4907-8f67-ec9f1dc16e9c"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "\"Python is fast enough for our site and allows us to produce maintainable features in record times, with a minimum of developers,\" \n",
+            " said Cuong Do, Software Architect, YouTube.com.\n"
+          ]
+        }
+      ],
+      "source": [
+        "# write codes to verify your prediction\n",
+        "print(\"\\\"Python is fast enough for our site and allows us to produce maintainable features in record times, \\\n",
+        "with a minimum of developers,\\\" \\n said Cuong Do, Software Architect, YouTube.com.\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "MzJ4RGl1lMwa"
+      },
+      "source": [
+        "\n",
+        "## 5.3 String Operations\n",
+        "\n",
+        "In Python, strings have type `str`, which is a special kind of <font color=\"royalblue\"><b>*sequence types*</b></font>. String objects support several operations and built-in functions.\n",
+        "\n",
+        "### 5.3.1 Concatenating and multiplying strings\n",
+        "\n",
+        "- The operators `+` and `*` works with strings:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "v8RTOGqalwQW"
+      },
+      "outputs": [],
+      "source": [
+        "course = 'Python Programming'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "wlmfuAmluW54",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "b03b9a49-6738-4189-bb1e-b331900a8e0e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python Programming for Business Analtytics'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "course + ' for Business Analtytics'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "O80E3g01l0Pa",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "78bfa3f3-9b67-4314-f2fc-78c1198f7ad6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python ProgrammingPython Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ],
+      "source": [
+        "course * 2"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "_PB18VyAuf-3"
+      },
+      "source": [
+        "- `-` and `/`, however, are incompatible with the `str` type:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "FQWULEMuunYD",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 175
+        },
+        "outputId": "7a878934-4c5a-4d65-e33d-ed0c330be02d"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "unsupported operand type(s) for -: 'str' and 'str'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-5-9f3c505dd770>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mcourse\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0;34m'Programming'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for -: 'str' and 'str'"
+          ]
+        }
+      ],
+      "source": [
+        "course - 'Programming'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "MiJQ5z8EupAJ",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 175
+        },
+        "outputId": "838e867a-6de9-4886-bee3-384bf9a94475"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "unsupported operand type(s) for /: 'str' and 'int'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-6-44ec5a0e38f1>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mcourse\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for /: 'str' and 'int'"
+          ]
+        }
+      ],
+      "source": [
+        "course / 2"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "2gjSArIFutQ9"
+      },
+      "source": [
+        "*Exercise:* Use two strings s1=“little \" s2=\"lamb \" to create a new string s3=\"little lamb little lamb \" by using string concatenation and multiplication."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "2ugD6Wp5zxIx",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "39975659-50e8-449b-f0c3-646066a4b4be"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'little lamb little lamb '"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ],
+      "source": [
+        "# write your codes here\n",
+        "s1=\"little \"\n",
+        "s2=\"lamb \"\n",
+        "s3 = (s1 + s2) * 2\n",
+        "s3"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Tth7Ic6ymM1y"
+      },
+      "source": [
+        "### 5.3.2 Check substrings\n",
+        "\n",
+        "- The  <font color=\"royalblue\"><b>*membership operators*</b></font> `in` and `not in` take two strings and return `True` if the first appears as a substring in the second:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "7a2vrvYhmjfl",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3094dc0e-55b2-4f05-b0b6-0bf06336c865"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ],
+      "source": [
+        "'nan' not in 'banana'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "5Hb9ckxummUb",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d4e38ec0-2dd2-4733-d131-176bee6160e1"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ],
+      "source": [
+        "'p' in 'Python Programming'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "T2IBxjwtmx48"
+      },
+      "source": [
+        "### 5.3.3 Comparing strings\n",
+        "\n",
+        "-  The comparison operators (e.g., `==`, `>`, `<=`) compare strings ***lexicographically***, the way in which sequences are ordered  based on the <b>*alphabetical order*</b> of their component characters:\n",
+        "\n",
+        "   - In alphabetical ordering, digits come before letters and capital letters come before lowercase letters.\n",
+        "     - i.e., digits (as characters) < uppercase letters < lowercase letters.\n",
+        "   - Compare the leftmost characters first, and generate `True` or `False` if their values differ, or continue until a difference is observed."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "E-VLsEzgmvbc",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b1d970b8-ad89-43d4-f88a-f309490b70f6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "'Python Programming' == 'python programming'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Up93Axsuo_Pi",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e717f9fc-8984-48c2-fc70-afff28e06fe5"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "'Python Programming' < 'python programming'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "KXD159w4pCht",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "471dafcb-02d4-409e-de60-5f30b7121ac4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ],
+      "source": [
+        "'python programming' < 'python cookbook'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "chPFfcJKByV_",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4c4aae07-93b1-4e75-f846-99875daf78a9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ],
+      "source": [
+        "'9999' < 'A'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "MM1HpZt5pIw8"
+      },
+      "source": [
+        "### 5.3.4 String length\n",
+        "\n",
+        "- `len()` returns the number of characters in a string:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jIagmUnFpNnz",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "8d422611-226e-46e6-c536-cab13f036adb"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Python Programming\n"
+          ]
+        },
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "18"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 15
+        }
+      ],
+      "source": [
+        "print(course)\n",
+        "len(course)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "CfSuSowBpPre",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "31c37c52-0fca-4d8b-c8b2-95ae9f3c853f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "4"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 16
+        }
+      ],
+      "source": [
+        "len('True')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "N1Zw0rpG4mrH"
+      },
+      "source": [
+        "### 5.3.5 String Indexing\n",
+        "\n",
+        "A string is a sequence of characters, and is ***reducible*** to the component characters.\n",
+        "\n",
+        "The characters in a string are indexed by integers (representing positions in the sequence), and can be individually accessed by using the indexing operator (`[]` that encloses an integer).\n",
+        "\n",
+        "The index set contains the integers 0, 1, …, and `len()-1` (<font color=\"royalblue\"><b>*0-based indexing*</b></font>).\n",
+        "\n",
+        "<img src=\"https://www.dropbox.com/s/xnh6t9q1kn1gg0g/indexing.png?raw=1\" width=600></img>"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "RLnvuuSw53f8",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "e1325b0d-7536-460f-976d-225312972ab5"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ],
+      "source": [
+        "course"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "_xoI_dRr56Tv",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "d38a0164-cd93-433a-f7a3-62094927f9f9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'t'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 18
+        }
+      ],
+      "source": [
+        "course[2]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "T7x8Hz4A5-3w"
+      },
+      "source": [
+        "Strings can also be  <font color=\"salmon\">***back indexed***</font> using negative integers. Negative indexing counts backward from the end of a sequence and starts from `-1`.\n",
+        "- i.e., `-1` refers to the last character, `-2` refers to the second-to-last character, and so on"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "X68-bRkA6Fh0",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "195f51a4-701a-4665-d9db-416dda3d66f2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'P'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 19
+        }
+      ],
+      "source": [
+        "course[-3*6]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Yhman6Jv6Klu"
+      },
+      "source": [
+        "Out of range indexing will incur an error:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "iBDoFEpw6LsF",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 175
+        },
+        "outputId": "e0c35790-9fd1-479e-c3d5-ca23b7d1c6c3"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "IndexError",
+          "evalue": "string index out of range",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-20-dbd31bb88304>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mcourse\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m18\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mIndexError\u001b[0m: string index out of range"
+          ]
+        }
+      ],
+      "source": [
+        "course[18]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "h5AsSro86OrJ"
+      },
+      "source": [
+        "*Exercise:* get the first 'o' and the second 'o' in the string course with both positive and negative index."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "kU2im5Pd6Rpt",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "2d77f3e7-62df-4b88-f2c2-bdfe2aba19ec"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'o'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 22
+        }
+      ],
+      "source": [
+        "# write your codes here\n",
+        "course[4]; course[-14]\n",
+        "course[9]; course[-9]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "KWE8nfX86aNf"
+      },
+      "source": [
+        "### 5.3.6 String Slicing\n",
+        "\n",
+        "\n",
+        "Slicing is an operation that extracts a segment of a string (called a **slice**).\n",
+        "\n",
+        "The slicing operator `[i:j]` returns the part of the sequence from the element indexed by `i` to the element indexed by `j`, including the first but excluding the last:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "aibL-fcC6lMs",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "beb89edc-aaef-40c9-efa3-f06e9141298f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 23
+        }
+      ],
+      "source": [
+        "course[0:6]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "q6c693ym6oWg",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "c7bf0021-8627-4354-af8c-e4386183a657"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 24
+        }
+      ],
+      "source": [
+        "course[-18:-12]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "M0CPaHvJ6twD",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "af2b9e2e-acb3-4321-b20b-cc9bc0f8c5ea"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 25
+        }
+      ],
+      "source": [
+        "course[0:-12]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Qjwp09Nl6xpM",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "843a14d4-be09-4788-c9f9-087ef49f8f22"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 26
+        }
+      ],
+      "source": [
+        "course[-11:18]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "L3DxydUZ65K2"
+      },
+      "source": [
+        "If the 1st argument is omitted, the slice starts at the beginning of the string; if the 2nd argument is omitted, the slice goes to the end of the string:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "6m5KtA8_7BdB",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "25ace502-739b-45e0-e76d-8a5939ab0618"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 27
+        }
+      ],
+      "source": [
+        "course[-11:]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "7_hS-20n7DiW",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "8eab6cda-c7b8-4050-abb4-6bbbe76ac4c0"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 28
+        }
+      ],
+      "source": [
+        "course[:-12]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "LW_RC-957F56",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "feae7bb4-6e1b-4741-93ec-f3389b2b0d3c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 29
+        }
+      ],
+      "source": [
+        "course[:]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "rh9KHLG17Juj"
+      },
+      "source": [
+        "*Exericse:* use slicing to get the substring `gram`. Try at least two methods( e.g. positive index, negative index)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "rIJabpSf7L1F",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "d89a59cf-2817-45f3-b73b-5f933af6b75f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'gram'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 31
+        }
+      ],
+      "source": [
+        "#write your codes here\n",
+        "course[10:14]\n",
+        "course[-8:-4]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "qV-nUdd77cXn"
+      },
+      "source": [
+        "## 5.3.7 Strings are Immutable\n",
+        "\n",
+        "Strings in Python is  <font color=\"salmon\">***immutable***</font>. That is, the value of string objects cannot change:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "fT027R0B7gUh",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 175
+        },
+        "outputId": "c6679f08-d8e3-4818-af7c-bec75dca67a1"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "'str' object does not support item assignment",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-32-c18cc7006df3>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mcourse\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m7\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'p'\u001b[0m  \u001b[0;31m# Modifying characters isn't allowed.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: 'str' object does not support item assignment"
+          ]
+        }
+      ],
+      "source": [
+        "course[7] = 'p'  # Modifying characters isn't allowed."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6IE0u0x-7jNc"
+      },
+      "source": [
+        "However, this does not mean that we can't change the value of a variable (more precisely, the object that a name refers to). We can assign the variable a new string:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "F1EmKR5-7m1r"
+      },
+      "outputs": [],
+      "source": [
+        "course = 'ISOM 3400'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6lmZf_Sf7647"
+      },
+      "source": [
+        "<img src=\"https://www.dropbox.com/s/rebczlm6cybqjlp/course.png?raw=1\" width=700></img>\n",
+        "\n",
+        "An object's <font color=\"royalblue\"><b>*mutability*</b></font> is determined by its type. Numbers and Booleans are also immutable (we will see some mutable data types later)."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "course = 'Python programming'\n",
+        "course"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "id": "p_Ngl0c8zW_o",
+        "outputId": "0a3127a7-50b4-427b-8eeb-7a331cebcdd2"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 34
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "e7hSEzRM1xBw"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "## 5.4 String Formatting\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "WhDJ3QT9yqBh"
+      },
+      "outputs": [],
+      "source": [
+        "# using semicolon allows us to write multiple statements on the same line\n",
+        "shares = 3.2; stock = 'Apple'; price = 443.05"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "NP3gQO8siTNR"
+      },
+      "source": [
+        "To display the contents of these variables, we can pass them as a comma-separated list of argument to `print()`. By default, `print()` separates the content of each argument by a single space and appends a newline to the end of the output:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "sRr5FHF_iv_M",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4b897992-5c77-4536-dd9e-a5f7def5e223"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "purchase 3.2 shares of Apple at $ 443.05 per share\n"
+          ]
+        }
+      ],
+      "source": [
+        "print('purchase', shares, 'shares of',  stock, \"at $\", price, 'per share')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "i664F9yR4XG1",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fffae324-e607-4608-980d-0ec062e5fb83"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Help on built-in function print in module builtins:\n",
+            "\n",
+            "print(...)\n",
+            "    print(value, ..., sep=' ', end='\\n', file=sys.stdout, flush=False)\n",
+            "    \n",
+            "    Prints the values to a stream, or to sys.stdout by default.\n",
+            "    Optional keyword arguments:\n",
+            "    file:  a file-like object (stream); defaults to the current sys.stdout.\n",
+            "    sep:   string inserted between values, default a space.\n",
+            "    end:   string appended after the last value, default a newline.\n",
+            "    flush: whether to forcibly flush the stream.\n",
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "# access the help system\n",
+        "help(print)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "oBBnpQhgkFHZ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d7b86e16-6acb-4974-b312-e4c839870d5b"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "purchase 3.2 shares of Apple at $ 443.05 per share\tpurchase-3.2-shares of-Apple-at $-443.05-per share\n"
+          ]
+        }
+      ],
+      "source": [
+        "print('purchase', shares, 'shares of',  stock, \"at $\", price, 'per share', end='\\t')\n",
+        "print('purchase', shares, 'shares of',  stock, \"at $\", price, 'per share', sep='-')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "X8s7OvLskM_2"
+      },
+      "outputs": [],
+      "source": [
+        "with open(\"printout.txt\", \"w\") as f:\n",
+        "  print('purchase', shares, 'shares of',  stock, \"at $\", price, 'per share', sep='-', file=f)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "-IOXuP6NiChW"
+      },
+      "source": [
+        "`print() ` supports ouput formatting that is rudimentary at best. In many cases, we'll need more precise control over the appearance of data destined for display.\n",
+        "\n",
+        "Python provides several ways to format strings:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ctXjoHEWEil6"
+      },
+      "outputs": [],
+      "source": [
+        "f'purchase {shares} shares of {stock} at ${price:.1f} per share'               # f-string"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "dvXe9cIlN-SV"
+      },
+      "outputs": [],
+      "source": [
+        "'purchase {} shares of {} at ${:.1f} per share'.format(shares, stock, price)  # format method (optional)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "IUWp27fKlwfx"
+      },
+      "outputs": [],
+      "source": [
+        "'purchase %d shares of %s at $%.1f per share' % (shares, stock, price)        # the % operator; old-style string formatting (optional)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "xfbI4Mk2EKBO"
+      },
+      "source": [
+        "\n",
+        "### 5.4.1 f-strings\n",
+        "\n",
+        "\n",
+        "\n",
+        "Python 3.6 added a new string formatting approach called **formatted string literals** or **f-strings**, which provides a simple way to substitute values into strings.\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/f-string.PNG\" width=500 />\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "EMKUainZKQHP",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "803e1b58-b827-49be-9118-67305629ef88"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Five divided by ten is 50.00%'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 41
+        }
+      ],
+      "source": [
+        "a = 5; b = 10\n",
+        "f\"Five divided by ten is {a / b :.2%}\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "YZtyz4IszltG",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "4d00c022-c72f-453e-b15b-8bb24823d1a4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'purchase 11.4 shares of Google at $203.830000 per share'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 42
+        }
+      ],
+      "source": [
+        "# Format specifiers are optional\n",
+        "stock = 'Google'; price = 203.83; shares = 11.4\n",
+        "f'purchase {shares} shares of {stock} at ${price:f} per share'  # The default precision of 'f' is 6."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XTl3vHW1F547"
+      },
+      "source": [
+        "In order to make a brace appear in your string, we must use double braces:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "HNkdoin3F49y",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "f7a229bd-2b17-4470-d08a-c6cc75bdc8c6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'{a + b}'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 43
+        }
+      ],
+      "source": [
+        "f\"{{a + b}}\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "6yj_LV-pF_TQ",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "28e211a2-1a03-4ac3-b574-0615f54089d7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'{15}'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 44
+        }
+      ],
+      "source": [
+        "f\"{{{a + b}}}\""
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "lYmP0xZza9xy"
+      },
+      "source": [
+        "\n",
+        "#### Optional: Format Specifications\n",
+        "\n",
+        "The structure of a format specifier is shown as follows:\n",
+        "\n",
+        "\n",
+        "` [[<fill>]<align>][<sign>][#][0][<width>][<grouping_option>][.<precision>][<type>]`\n",
+        "\n",
+        "```\n",
+        "fill            :  <any character>\n",
+        "align           :  \"<\" | \">\" | \"=\" | \"^\"\n",
+        "sign            :  \"+\" | \"-\" | \" \"\n",
+        "width           :  digit+\n",
+        "grouping_option :  \"_\" | \",\"\n",
+        "precision       :  digit+\n",
+        "type            :  \"b\" | \"c\" | \"d\" | \"e\" | \"E\" | \"f\" | \"F\" | \"g\" | \"G\" | \"n\" | \"o\" | \"s\" | \"x\" | \"X\" | \"%\"\n",
+        "```\n",
+        "\n",
+        "A format specficiation is introduced by a colon `:` that optionally follows the name or position of the argument to be assigned to the replacement field.\n",
+        "\n",
+        "More details on the new-style string formatting syntax can be found <a href=\"https://docs.python.org/3/library/string.html#format-string-syntax\">here.\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "stock = 'Google'; price = 203.83; shares = 11.4\n",
+        "f'purchase {shares:.2f} shares of {stock:>10} at ${price:.2e} per share'"
+      ],
+      "metadata": {
+        "id": "euy0bsgOgXLZ",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "519dfecd-d705-4765-b963-7060e519d791"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'purchase 11.40 shares of     Google at $2.04e+02 per share'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 45
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "stock = 'Google'; percentage = 0.1845; week = 52.3\n",
+        "f\"{stock:e<12}'s stock is trading {percentage:.1%} off of {week:.0f}-week highs\""
+      ],
+      "metadata": {
+        "id": "VBmSUdYPgYAS",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "6edbd80b-fd2f-4fa6-87ee-16514803db78"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "\"Googleeeeeee's stock is trading 18.4% off of 52-week highs\""
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 46
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* Suppose you have a variable year=2021 (int type) and a variable month=7 (int type), how you can generate a date string such as “Now it is 2021.07”?"
+      ],
+      "metadata": {
+        "id": "BC-YpDmFZ2ca"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        " #write your codes here\n",
+        "year = 2021\n",
+        "month = 7\n",
+        "f\"Now it is {year}.{month:0>2d}\""
+      ],
+      "metadata": {
+        "id": "6ccGVnPTZ4pb",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "2d1661a6-097c-4065-e8c1-a2e99f93a20b"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Now it is 2021.07'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 48
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Amq06mGJIxHy"
+      },
+      "source": [
+        "### (Optional) 5.4.2 The Method Approach: `str.format()`\n",
+        "\n",
+        "\n",
+        "Formatting can also be handled by calling `.format()` on a string object. The syntax is similar to the one we used with f-strings:\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "xeYfahm4Iwdb"
+      },
+      "outputs": [],
+      "source": [
+        "# Simple positional formatting\n",
+        "'purchase {} shares of {} at $ {} per share'.format(shares, stock, price)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "0D1owWVKWIXq"
+      },
+      "outputs": [],
+      "source": [
+        "# Rearranging the order of display\n",
+        "'purchase {2} shares of {0} at $ {1:.1f} per share'.format('Google', 203.83, 11.4)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "_7Gawa7PJOqO"
+      },
+      "outputs": [],
+      "source": [
+        "# Maching by name\n",
+        "'purchase {shares} shares of {stock} at $ {price} per share'.format(stock='Google', price=203.83, shares=11.4)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "u0m6hhSg7YU7"
+      },
+      "source": [
+        "### (Optional) 5.4.3 \"Old Style\": The `%` Operator\n",
+        "\n",
+        " `%` is known as the ***formatting/interpolation operator***. It lets us do simple positional formatting easily.\n",
+        "\n",
+        "The operator takes the  <font color=\"salmon\">***conversion specifiers***</font> (starting with `%`) on the left and the values on the right, producing a formatted string:\n",
+        "\n",
+        "\n",
+        "<img src=\"https://drive.google.com/uc?export=download&id=1h2heHfSZQ69Xtihh2NaMfQZatLS4Hl1Z\" width=600/>\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "hjz62xgnDrSz"
+      },
+      "source": [
+        "- In addition to representing the string interpolation operation, the `%` character also denotes the conversion specifiers, e.g., `%d`, `%s`, and `%.0f`, and the replacement fields in a format string.\n",
+        "- Each value is converted to a string value with the specified format and inserted into the format string in place of the corresponding replacement field (matched by position).\n",
+        "- More rules can be found at: https://docs.python.org/2/library/stdtypes.html#string-formatting"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "QaC72Tn46WXl"
+      },
+      "source": [
+        "\n",
+        "#### Conversion Specifiers\n",
+        "\n",
+        "A conversion specifier contains 2 (% and a letter specifying conversion type; required) or more (optional) characters (allowing for more fine-grained control over how values are printed) to determine how values are formatted when they’re inserted:\n",
+        "\n",
+        "The constructs of a conversion specifier is structured as follows:\n",
+        "\n",
+        "`%[<flags>][<width>][.<precision>]<type>`\n",
+        "\n",
+        "\n",
+        "|Component|Meaning|Possible Values|\n",
+        "|:-- |:-- |:--|\n",
+        "|`%`|Introduces the conversion specifier|\n",
+        "|`<type>`|Indicates the type of conversion to be performed|`d` for decimal integers <br>`f` for floating point numbers <br>`e` for exponential numbers <br> `s` for strings\n",
+        "|`.<precision>`|Determines the length and precision of outputs|\n",
+        "|`<width>`|Specifies the minimum width of the formatted result|\n",
+        "|`<flags>`|Indicates one or more flags that exert finer control over formatting|`0` for padding of values<br>`-` for justification of values\n",
+        "\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "<div class=\"alert alert-info\">More details on conversion specifiers can be found <a href=\"https://docs.python.org/3/library/stdtypes.html#printf-style-string-formatting\">here</a>.</div>\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "owdb4-EPElxE"
+      },
+      "source": [
+        "In most cases, we just use %s, %f, %d, etc as the conversion specifiers."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "yfazLbxRC6UU"
+      },
+      "outputs": [],
+      "source": [
+        "'purchase %d shares of %s at $%f per share' % (shares, stock, price) # The default precision of 'f' is 6."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "w6p457VHExbF"
+      },
+      "source": [
+        "**More usages**\n",
+        "\n",
+        "When we want to control **the length (for string values) or precision of values**, use `%.<precision>d/f/s`"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Cdn85PlMEwVJ"
+      },
+      "outputs": [],
+      "source": [
+        "'purchase %.6d shares of %.3s at $ %.0f per share' % (shares, stock, price)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PALruLGAE7Fe"
+      },
+      "source": [
+        "When we want to control the width of the placeholder"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "43W_wADzJmHC"
+      },
+      "outputs": [],
+      "source": [
+        "'purchase %-6d shares of %-10s at $%.2e per share' % (shares, stock, price)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "lK2w-VQABHbZ"
+      },
+      "source": [
+        "To insert a literal `%` character into the output, specify two consecutive `%` characters in the format string:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "QdAMo1B9HHhI"
+      },
+      "outputs": [],
+      "source": [
+        "\"%s's stock is trading %.0f%% off of %d-week highs\" % ('Google', 0.1845 * 100, 52.3)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "WR7QepOrRdNt"
+      },
+      "source": [
+        "## 5.5 Accepting User Inputs\n",
+        "\n",
+        "Programs often need to obtain data from the user, usually by way of input from the keyboard. The simplest way to accomplish this in Python is with `input()`.\n",
+        "\n",
+        "`input(prompt)` prompts for and returns input as a string. We can assign what is returned into a variable, to be used later."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Rl_4vK_4RuFt",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "584f9e8c-2189-47d6-8f3a-20099d786a78"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "What is your name? Jing\n",
+            "What is your age? 38\n",
+            "What is your gender? female\n"
+          ]
+        }
+      ],
+      "source": [
+        "name = input(\"What is your name? \")\n",
+        "age =  input(\"What is your age? \")\n",
+        "gender = input(\"What is your gender? \")"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Rk3RsypYR0Tr",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "74cd2e6e-08fd-46a4-8b89-3c38afcadf32"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'38'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 50
+        }
+      ],
+      "source": [
+        "age"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "bQ0H7xZ7R2Se",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "da182704-44c5-46cc-dddd-6137ae742341"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "str"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 51
+        }
+      ],
+      "source": [
+        "type(age)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ARe7vFI3R49s"
+      },
+      "source": [
+        "To display the contents of these variables, pass them as a comma-separated list of argument to `print()`. By default, `print()` separates the content of each argument by a single space and appends a newline to the end of the output:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "GYH7emBqR9-s",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "a0afc921-5b68-434d-f907-15601051881f"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Jing is female at 38 years old.\n"
+          ]
+        }
+      ],
+      "source": [
+        "print(name, 'is', gender, 'at', age, 'years old.')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "qkPzJe9NSOGo"
+      },
+      "outputs": [],
+      "source": [
+        "help(print)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "MFxxW4UkSWf0"
+      },
+      "source": [
+        "Try other usage of print() function"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jBfJuG1JSY5Y"
+      },
+      "outputs": [],
+      "source": [
+        "print(name, 'is', gender, sep='-', end='\\t')\n",
+        "print('at', age, 'years old.', sep='-')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "SvqzSsSRSkcH"
+      },
+      "source": [
+        "*Exercise*: Write a program to prompt the user to input the length and width of a rectangle with some prompt messages. Then calculate the area of the rectangle and print the result to the user with appropriate messages."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "HSpMdvCTSqa6"
+      },
+      "outputs": [],
+      "source": [
+        "#write your codes here\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "jqxjuXfZmDAp"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 6 Type Conversion\n",
+        "\n",
+        "\n",
+        "Built-in functions like `str()`,  `int()`, `bool()`, and `float()` will try to convert anything to their respective types:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Qo02se6s4HpG",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 175
+        },
+        "outputId": "9e1277f7-6290-4ef2-f761-130a558e7e26"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "unsupported operand type(s) for +: 'int' and 'str'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-53-312907c32eeb>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;36m3\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m'4'\u001b[0m        \u001b[0;31m# add or concatenate?\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for +: 'int' and 'str'"
+          ]
+        }
+      ],
+      "source": [
+        "3 + '4'        # add or concatenate?"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "nBtWRCxK3hUQ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6e6a5f2d-4da6-4729-83d9-d7fe195ce661"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "7"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 54
+        }
+      ],
+      "source": [
+        "int(\"3\") + 4          # Now the ambiguity is cleared up"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "e0nSEUwe3jId",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "bee07692-c46c-4bb4-c6ca-9cbbef45645e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'3.4'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 55
+        }
+      ],
+      "source": [
+        "'3.' + str(4)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "2b4YlOk43tm9",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9ac77aac-d96d-4147-cc86-31d9543076d7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "3"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 56
+        }
+      ],
+      "source": [
+        "int(float(\"3.4\"))     # try int(\"3.4\")"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "int(\"3.4\")"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 175
+        },
+        "id": "xIEOnjeN6pA6",
+        "outputId": "e69fac77-71df-409b-a121-d2fff1f52f2d"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "ValueError",
+          "evalue": "invalid literal for int() with base 10: '3.4'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-57-3594573f2808>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"3.4\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mValueError\u001b[0m: invalid literal for int() with base 10: '3.4'"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "rkL5i1893u-7",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3dfd7fb9-e1c2-4e8c-af25-4d5e49b675cd"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 58
+        }
+      ],
+      "source": [
+        "bool(0)   # return an object's truth value"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "N08Txf-_4CiT",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "12077506-bc1c-49f9-9cb7-f4ac823b63bb"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 59
+        }
+      ],
+      "source": [
+        "bool(-3.4)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "OseDYKl73w9j",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e503fcb5-3ec1-44ce-ef93-021013d9b81f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 60
+        }
+      ],
+      "source": [
+        "bool(\"\")                         # An empty string is false"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "E0xNGUkS3-N8",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "cd70f4e6-2121-41db-9e82-fcadb13cbe3f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 61
+        }
+      ],
+      "source": [
+        "bool(\"False\")                    # A non-empty string counts as True"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Xb3oDNHE4CF3",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 175
+        },
+        "outputId": "61a7ce2e-0c9a-4547-f44d-0a7c71b6c41b"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "ValueError",
+          "evalue": "invalid literal for int() with base 10: 'I have $3.8 in my pocket'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-62-35a09d6249bc>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'I have $3.8 in my pocket'\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# nonsensical conversion\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mValueError\u001b[0m: invalid literal for int() with base 10: 'I have $3.8 in my pocket'"
+          ]
+        }
+      ],
+      "source": [
+        "int('I have $3.8 in my pocket')  # nonsensical conversion"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "YXXEWI7oN3Ly"
+      },
+      "source": [
+        "*Exercise:* Try to debug the following program so that it works reasonably."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "hVuNpcxYN5jG",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "788f4f4c-1190-4ae7-ab20-ad7d80a4ae44"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "please input an integer: 20\n",
+            "After adding 10 the result would be 30\n"
+          ]
+        }
+      ],
+      "source": [
+        "# Try to correct the codes\n",
+        "number = input('please input an integer: ')\n",
+        "print(f'After adding 10 the result would be {int(number) + 10}')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "qtIERvN0VEYy"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 7 Methods\n",
+        "\n",
+        "\n",
+        "A method is an <font color=\"salmon\">***object-oriented***</font> programming term, and refers to a function that is attached to and act upon a specific object (thereby considered an attribute of the object).\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "bz-AsfODz1OU"
+      },
+      "source": [
+        "\n",
+        "## 7.1 Method Invocation\n",
+        "\n",
+        "Like functions, methods are triggered with a call expression.\n",
+        "\n",
+        "A method call requires the <font color=\"royalblue\"><b>*attribute reference*</b></font> notation, i.e., a dot (`.`) between the invocation target and the method name:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "8bL385TVWXkS"
+      },
+      "outputs": [],
+      "source": [
+        "course = 'Python Programming'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "aGwvhbZcWPR9",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "d6677b07-0e70-4ceb-9420-03bd8542c404"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'python programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 66
+        }
+      ],
+      "source": [
+        "course.lower()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "D2gABWF7Wa27",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f8b7ccf0-642c-479e-ad62-b5bd4452b878"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 67
+        }
+      ],
+      "source": [
+        "(12.3).is_integer()      # E.g., 12.3 is not; try (12).is_integer()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "(12.0).is_integer()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "nqzZishL8OS9",
+        "outputId": "a422cf31-15bf-4bc0-d811-12fd6f3e36cb"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 69
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "F5-PW7ZapFJj"
+      },
+      "source": [
+        " Any name following a dot can be called an **attribute**.\n",
+        "\n",
+        "\n",
+        " As a rule of thumb, Python's toolset is  <font color=\"salmon\">***layered***</font>:\n",
+        "\n",
+        "- Generic operations that span multiple types show up as built-in functions or expressions (e.g., `len(x)`,  `x[0]`);\n",
+        "\n",
+        "- Type-specific operations are implemented as method calls."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "_A1EVluSYfRd"
+      },
+      "source": [
+        "Again, typing a method's name without adding `()` echos the string representation of the method:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "FndDveaeYj33",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "8bae9cfa-cb42-4bc9-e367-c97fa75f3fc7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<function str.split(sep=None, maxsplit=-1)>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 70
+        }
+      ],
+      "source": [
+        "course.split"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Cng2VJbPPXu_",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "22a999c8-423f-4ca6-8e94-a4dd51a0ad4f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['Python', 'Programming']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 71
+        }
+      ],
+      "source": [
+        "course.split()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "WBHyDQt9XoJD"
+      },
+      "source": [
+        "\n",
+        "---\n",
+        "\n",
+        "<br/>\n",
+        "\n",
+        "## 7.2 Getting Help on Methods\n",
+        "\n",
+        "We can use the built-in function `dir(object)` to retrieve a list of all the attributes (including methods, which are <font color=\"royalblue\"><b>*function attributes*</b></font>) available for any object passed to it:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "g-Qrmd_zYE8N",
+        "outputId": "0b21efc0-bf17-456b-853a-111b5fc3469f"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "['__add__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getnewargs__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__iter__', '__le__', '__len__', '__lt__', '__mod__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__rmod__', '__rmul__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'capitalize', 'casefold', 'center', 'count', 'encode', 'endswith', 'expandtabs', 'find', 'format', 'format_map', 'index', 'isalnum', 'isalpha', 'isascii', 'isdecimal', 'isdigit', 'isidentifier', 'islower', 'isnumeric', 'isprintable', 'isspace', 'istitle', 'isupper', 'join', 'ljust', 'lower', 'lstrip', 'maketrans', 'partition', 'removeprefix', 'removesuffix', 'replace', 'rfind', 'rindex', 'rjust', 'rpartition', 'rsplit', 'rstrip', 'split', 'splitlines', 'startswith', 'strip', 'swapcase', 'title', 'translate', 'upper', 'zfill']\n"
+          ]
+        }
+      ],
+      "source": [
+        "print(dir(course))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Z6FSGhkpYQBh"
+      },
+      "source": [
+        "To learn about each method, we can pass them to the `help()` function:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "-E5dE4XYYPVK",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9dbb902e-4aef-4866-d8ac-8664cec7faf5"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Help on built-in function split:\n",
+            "\n",
+            "split(sep=None, maxsplit=-1) method of builtins.str instance\n",
+            "    Return a list of the substrings in the string, using sep as the separator string.\n",
+            "    \n",
+            "      sep\n",
+            "        The separator used to split the string.\n",
+            "    \n",
+            "        When set to None (the default value), will split on any whitespace\n",
+            "        character (including \\\\n \\\\r \\\\t \\\\f and spaces) and will discard\n",
+            "        empty strings from the result.\n",
+            "      maxsplit\n",
+            "        Maximum number of splits (starting from the left).\n",
+            "        -1 (the default value) means no limit.\n",
+            "    \n",
+            "    Note, str.split() is mainly useful for data that has been intentionally\n",
+            "    delimited.  With natural text that includes punctuation, consider using\n",
+            "    the regular expression module.\n",
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "help(course.split)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "76u3sCogxnVV",
+        "outputId": "ae6bebb6-1986-4071-93b5-ea166f799230"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Help on built-in function join:\n",
+            "\n",
+            "join(iterable, /) method of builtins.str instance\n",
+            "    Concatenate any number of strings.\n",
+            "    \n",
+            "    The string whose method is called is inserted in between each given string.\n",
+            "    The result is returned as a new string.\n",
+            "    \n",
+            "    Example: '.'.join(['ab', 'pq', 'rs']) -> 'ab.pq.rs'\n",
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "help(course.join)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "CfS8t3kbyJZt",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "9a46b470-4c20-41c8-e260-24fdb51f982b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Python-Programming'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 75
+        }
+      ],
+      "source": [
+        "'-'.join(course.split())"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "9xq3jrsO99g9"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "---\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "# Appendix: Operator Precedence\n",
+        "\n",
+        "Python evaluates expressions from left to right. The following table summarizes the <font color=\"royalblue\"><b>*operator precedence*</b></font> for all the operators we have seen so far, from highest precedence to lowest precedence:\n",
+        "\n",
+        "\n",
+        "\n",
+        "|Operator|Meaning|\n",
+        "|:-- |:-- |\n",
+        "|`()`|Grouping|\n",
+        "|`x[i], x[i:j:k], x(...), x.attr`|Indexing, slicing, call, attribute reference|\n",
+        "|`**`|Exponentiation|\n",
+        "|`+x, -x`|identity, negatition|\n",
+        "|`*, /, //, %`|Multiplication (repetition), division, integer division, remainder (format)|\n",
+        "|`+, -`|Addition (concatenation), substraction|\n",
+        "|`<, <=, >, >=, ==, !=, in, not in, is, is not`|Comparisons, including membership tests and identity tests|\n",
+        "|`not`|Logical negation|\n",
+        "|`and`|Logical AND|\n",
+        "|`or`|Logical OR|"
+      ]
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "toc_visible": true
+    },
+    "kernelspec": {
+      "display_name": "Python 3 (ipykernel)",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.7.13"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}
\ No newline at end of file
diff --git a/course_materials/Topic_2_Data_Structures_(with answers).ipynb b/course_materials/Topic_2_Data_Structures_(with answers).ipynb
new file mode 100644
index 0000000..bf5ff49
--- /dev/null
+++ b/course_materials/Topic_2_Data_Structures_(with answers).ipynb	
@@ -0,0 +1,6391 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "geOMOVqbWt5E"
+      },
+      "source": [
+        "\n",
+        "# Data Structures\n",
+        "\n",
+        "\n",
+        "Most of the data types we have encountered so far are **atomic types** (except strings). Atomic data types cannot be broken down into smaller components.\n",
+        "\n",
+        "\n",
+        "\n",
+        "In many applications, data is related in some way, and should be organized in some structure that mirrors the semantics of data:"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "cell_style": "split",
+        "id": "6T83x0VPhhFu"
+      },
+      "source": [
+        "- A shopping cart of items\n",
+        "\n",
+        "- A gradebook for a class\n",
+        "\n",
+        "- A person's demographic characteristics\n",
+        "\n",
+        "- Members of an online community\n",
+        "\n",
+        "- Districts of Hong Kong\n",
+        "\n",
+        "- Pixels of an image\n",
+        "\n",
+        "……\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "cell_style": "split",
+        "id": "NqZiuIKLhhFv"
+      },
+      "source": [
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/sample-matrix.gif\" width=500/>\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "_5wCvr4bhhFw"
+      },
+      "source": [
+        "In programming, we use **data structures** to pack related data together.\n",
+        "\n",
+        "In simple terms, a data structure refers to a **container** that organizes a **collection** of data in a particular structure.\n",
+        "\n",
+        "In Python, the four common data structures are:\n",
+        "\n",
+        "- Lists and tuples (sequential containers)\n",
+        "- Dictionaries (associative containers)\n",
+        "- Sets (set containers)\n",
+        "\n",
+        "Like numbers, strings, and Booleans, they are built-in data types in Python.\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "\n",
+        "> In programming, it is important to understand what questions we are trying to ask of our data and pick a data structure that can answer these questions quickly."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "WB8fjyIFsmkJ"
+      },
+      "source": [
+        "\n",
+        "<br>\n",
+        "\n",
+        "# 1 Lists and Tuples\n",
+        "\n",
+        "Both lists and tuples are data structures containing a **sequence** (an **ordered collection**) of objects (of any type), and can be created with a construct known as a **list**/**tuple display**:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "vWIrm62usmkK",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "a8ee3377-7a0a-4214-a2f2-be0d92e78ebe"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'orange', 'banana', 'mango']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ],
+      "source": [
+        "fruits = ['apple', 'orange', 'banana', 'mango']\n",
+        "fruits"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "center",
+        "id": "x1VQ5fhahhFz",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1f693ec7-5c1f-44e4-c852-a55077100bda"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "list"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "type(fruits)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "center",
+        "id": "ehC3qi82smkR",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "56d17648-3f3f-4703-8b6a-fe2fcfc8846f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(1, 4, 9, 16, 25)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ],
+      "source": [
+        "squares = (1, 4, 9, 16, 25) # Paratheses can be dropped; squares = 1, 4, 9, 16, 25\n",
+        "squares"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "squares = 1, 4, 9, 16, 25\n",
+        "squares"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "_9mGNMmaxZ4V",
+        "outputId": "cc644eb3-5f09-48d8-8514-fe41aad31bc3"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(1, 4, 9, 16, 25)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "qN4-FpWGsmkZ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7fab3b47-32fa-4931-c54b-953e32fd8674"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "tuple"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 5
+        }
+      ],
+      "source": [
+        "type(squares)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "To create a tuple with only one item, you need to add a comma after the item, otherwise Python will not recognize the variable as a tuple."
+      ],
+      "metadata": {
+        "id": "L_Y5J4mwgJcO"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "height = (175,)\n",
+        "height"
+      ],
+      "metadata": {
+        "id": "td7hBe8NgLeb",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ad98efbe-f83d-4a28-ba52-200b796c46fb"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(175,)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "height = (175)\n",
+        "height"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "I8bNA4bixnTe",
+        "outputId": "d792a3ff-61af-4a7a-da78-a40869f0a643"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "175"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "3dtDT246smkd"
+      },
+      "source": [
+        "The physical content of a list or a tuple consists of **object references** (i.e., the address of the memory location where the object is allocated) rather than actual objects:\n",
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/list.png\" width=300 style=\"float: left; margin-bottom: 1.5em; margin-top: 1.5em; margin-right: 10%; \" /><img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/tuple.png\" width=300 style=\"float: left; margin-top: 1.5em;\"/>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "QFrNiiiesmkf"
+      },
+      "source": [
+        "The elements of a list or a tuple can be of varying types:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Hn1NS5YOsmkf"
+      },
+      "outputs": [],
+      "source": [
+        "mixed_list = ['Mike', 1.83, True]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "29MXB2h-hhGA"
+      },
+      "outputs": [],
+      "source": [
+        "mixed_tuple = ('spam', 2, False)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "YTWf6R8psmkj"
+      },
+      "source": [
+        "Both lists and tuples are ***nestable***:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Cpll5RPWWt5L",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6f3c99aa-3899-47d1-a484-8978483b7d07"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[['apple', 'orange', 'banana', 'mango'], [2.0, True]]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "nested_list = [fruits, [2.0,  True]]\n",
+        "nested_list"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "TGK2YcWeWt5M",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b2f0e954-bf55-4a27-bba4-6ed57b4e2da7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "((1, 4, 9, 16, 25), ('spam', 9), True)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "nested_tuple = squares, ('spam', 9), True\n",
+        "nested_tuple"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "z0H3Uk7Ysmkq"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/nested_list.png\" width=320 style=\"float: left; margin-bottom: 1.5em; margin-top: 1.5em; margin-right: 10%; \"/><img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/nested_tuple.png\" width=355 style=\"float: left; margin-top: 1.5em;\"/>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* create a nested list/tuple which contains the information about a particular student, for example, the first element is his/her name, the second element is a sub-list/sub-tuple that contain his/her grades on math and english."
+      ],
+      "metadata": {
+        "id": "tx8_oGh5cHAg"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#write your codes here\n",
+        "['Charles',[90, 70]]"
+      ],
+      "metadata": {
+        "id": "Ib17mT1ycKDX",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f4111756-bdda-47f4-df20-cebb8ccd7791"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['Charles', [90, 70]]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "('Jane',(100, 95))"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "MZIesejNzEdB",
+        "outputId": "3e5434ce-5b84-4405-d933-4b5d048661b3"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('Jane', (100, 95))"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ze1Ovz_lsmk1"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "## 1.1 Indexing\n",
+        "\n",
+        "\n",
+        "As a sequence maintains a left-to-right order among its elements, the elements can be indexed by **integers** (representing positions in the sequence) and individually accessed by using the indexing operator (`[]` that encloses an integer). The elements of a list or a tuple can be indexed positionally in the same way as the characters in a string.\n",
+        "\n",
+        "Python supports both positive indexing and negative indexing.\n",
+        "\n",
+        "The set for positive indexing contains the integers $0, 1, \\dots,$ and $n-1$ (**0-based indexing**), while that for negative indexing contains the integers $-1, -2, \\dots,$ and $-n$.\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/list_indexing.png\" width=380/>\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "center",
+        "id": "vcqYdEwtsmk2"
+      },
+      "outputs": [],
+      "source": [
+        "fruits = ['apple', 'orange', 'banana', 'mango']"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "57whCZP5Wt5N",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "9a811a3a-0cd6-458a-8347-19cb1ff877de"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'banana'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 16
+        }
+      ],
+      "source": [
+        "fruits[2]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Za2gVr3cXSPW",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "ee02c87c-eced-4f47-c47e-792221c1a8f3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'orange'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ],
+      "source": [
+        "fruits[-3]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "center",
+        "id": "H79kQ1Hqsmk-"
+      },
+      "outputs": [],
+      "source": [
+        "squares = (1, 4, 9, 16, 25)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Fs2b6g-TWt5O",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "59934400-5f1a-478e-ee39-cb01dbcf8e13"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "16"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 19
+        }
+      ],
+      "source": [
+        "squares[3]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "5YxTouUcWt5O",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3916a95a-ffdc-493b-fbec-dd3e517b29fd"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "25"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 20
+        }
+      ],
+      "source": [
+        "squares[-1]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "csWHd3_vsmlS"
+      },
+      "source": [
+        "Accessing items in a subsequence can be done by simply appending additional indicies:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "WraxiKVHsmlS"
+      },
+      "outputs": [],
+      "source": [
+        "nested_list = [['apple', 'orange', 'banana', 'mango'], [2.0, True]]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "al9lEobGWt5P",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fcda206e-d5bb-49a5-ded5-13d288a3f652"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'orange', 'banana', 'mango']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 22
+        }
+      ],
+      "source": [
+        "nested_list[-2]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "uuT843uoWt5P",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "9165c518-ac38-4ada-bc8c-6cddc72a6649"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'apple'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 23
+        }
+      ],
+      "source": [
+        "nested_list[-2][0]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "8Smo4Fx0smlb"
+      },
+      "outputs": [],
+      "source": [
+        "nested_tuple = (1, 4, 9, 16, 25), ('spam', 9), True"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "S7HCbbqPWt5Q",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "3618d4a4-c74d-4152-cf03-6e9634dc0eed"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'spam'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 25
+        }
+      ],
+      "source": [
+        "nested_tuple[1][-2]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise*: Write code to access `'m'` from `nested_tuple`"
+      ],
+      "metadata": {
+        "id": "R3om_Fu0G9uV"
+      }
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "XB90fz1TWt5Q",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "d91c5cec-88f3-4004-880e-40ceb12dd070"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'m'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 26
+        }
+      ],
+      "source": [
+        "# Write your code here\n",
+        "nested_tuple[1][-2][-1]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "aoY4Si2gsmlr"
+      },
+      "source": [
+        "**<font color='steelblue' > Question</font>**: What will be the result of `fruits[-2][3]`?"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "fHbJ2u6jY6uT"
+      },
+      "outputs": [],
+      "source": [
+        "fruits = ['apple', 'orange', 'banana', 'mango']"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "RxaOnTyyaD7E",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "2f03e1ee-42a8-448e-8708-c65be9b10f51"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'a'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 28
+        }
+      ],
+      "source": [
+        "fruits[-2][3]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "rZYCQRNfsmlx"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "## 1.2 Slicing\n",
+        "\n",
+        "\n",
+        "\n",
+        "<img src=\"https://blog.tecladocode.com/content/images/size/w1000/2019/04/citric-citrus-color-997725.jpg\" width=400 />\n",
+        "<Br>\n",
+        "    \n",
+        "\n",
+        "Indexing is limited to accessing one element at a time.\n",
+        "\n",
+        "**Slicing**, on the other hand, can extract a **segment** of a sequence (called a **slice**).\n",
+        "\n",
+        "The slice operator also works with lists and tuples as it does with strings. The slicing operator `[i:j]` returns the part of the list from the element indexed by `i` to the element indexed by `j`, ***including the first but excluding the last***:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "spsID6vvWt5S"
+      },
+      "outputs": [],
+      "source": [
+        "fruits = ['apple', 'orange', 'banana', 'mango']"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "YPn1zK2RhhGq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "0b161dc7-6dc7-4cab-f39e-0265c97f8a4b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['orange']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 30
+        }
+      ],
+      "source": [
+        "# still return a list\n",
+        "fruits[1:2]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "NE-rbMS7Wt5T"
+      },
+      "outputs": [],
+      "source": [
+        "squares = 1, 4, 9, 16, 25"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "nX8Fw3Q-sml6",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ba8919be-13a3-4c9a-aeba-0dbfd61aeb93"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(9,)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 32
+        }
+      ],
+      "source": [
+        "# still return a sequence\n",
+        "squares[-3:-2]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "R6QhmUnlb2jL"
+      },
+      "source": [
+        "In slicing, either or both of the two indexes can be dropped. If the 1st index is omitted, the slice starts at the beginning of the list; if the 2nd index is omitted, the slice goes to the end of the list:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "B4E-L_eusml1",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "09ba70b1-3f48-4040-dd16-308ba061bddc"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'orange']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 33
+        }
+      ],
+      "source": [
+        "fruits[:2]      # The slice starts at the beginning"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Mi5dWDvRY6uV",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1a2102ae-4311-4083-a832-602f814de855"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['banana', 'mango']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 34
+        }
+      ],
+      "source": [
+        "fruits[2:]      # The slice goes to the end"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "k9YODAiysml9",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f14b45ac-193a-4a81-cc52-959da1e61ec9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(1, 4, 9, 16, 25)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 35
+        }
+      ],
+      "source": [
+        "squares[:]      # The slice starts at the beginning and goes to the end"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "TZhnqGj7smmB"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "## 1.3 Working with Operators and Built-in functions\n",
+        "\n",
+        "Several Python operators and built-in functions can also be used with lists and tuples (in ways analogous to strings):\n",
+        "\n",
+        "- The `+` operator concatenates lists or tuples, while the `*` operator repeats a list or a tuple a given number of times:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "hc8xrHnfsmmC",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7629830b-243a-4e51-ed22-927a73af2194"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'orange', 'banana', 'mango', True]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 36
+        }
+      ],
+      "source": [
+        "fruits + [True]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "FFtynsAqsmmD",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "226c5070-cc59-4554-a7b4-9286c933e751"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(1, 4, 9, 16, 25, 30, False)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 37
+        }
+      ],
+      "source": [
+        "squares + (30, False)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "32rTfa49smmF",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "545ebd64-1cd1-430b-92ec-2253cc10ea52"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[1, 2, 3, 1, 2, 3, 1, 2, 3]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 38
+        }
+      ],
+      "source": [
+        "[1, 2, 3] * 3"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "AHXuQLBzsmmH",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "91e5cea7-8075-445d-baf7-b4a99ea9bcdc"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('spam', 2, True, 'spam', 2, True)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 39
+        }
+      ],
+      "source": [
+        "('spam', 2, True) * 2"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "yLZuU-PSsmmJ"
+      },
+      "source": [
+        "- The operators `in` and `not in` do membership tests and return `True` or `False`:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "BQePVG6EsmmL",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "947112e6-eba8-406d-d288-ba8ae167ee97"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 40
+        }
+      ],
+      "source": [
+        "30 not in fruits"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "btHhs599smmM",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c4d93a5b-2d5d-423e-92f7-b9185001ceec"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 41
+        }
+      ],
+      "source": [
+        "'spa' in ('spam', 2, True)  # 'spam' is a member of ('spam', 2, True) but not 'spa'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "'spam' in ('spam', 2, True)"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "4mB-lu5l3lIm",
+        "outputId": "1b2f9006-2283-4a1c-db2f-811b8034c991"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 42
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "3Qg617cLsmmO"
+      },
+      "source": [
+        "- These two sequence types also support comparisons (using `<`, `>`, `==`, `>=`, `<=`, and `!=`). In particular,  lists and tuples are compared lexicographically using comparison of corresponding elements:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Y9OrMvtesmmP",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f4f571ea-fba6-4694-9a10-e332fafd9f65"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 43
+        }
+      ],
+      "source": [
+        "['Mike', 1.83, True] <= ['Mike', 1.80, False]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "2X1sJUDfsmmS",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d8497118-ac6c-49c3-fcbe-c50ccf72a7d0"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 44
+        }
+      ],
+      "source": [
+        "('spam', 2, False) <= ('spam', 2, True)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "center",
+        "id": "fYIDLf5FsmmV",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "56cc0d10-90a6-44d0-ec85-4eb7d29580cd"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 45
+        }
+      ],
+      "source": [
+        "['Mike', 1.83, True] <= ['Mike', 1.80]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Imh00eHcsmmY",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "99acfc54-33ad-49d2-e290-95fc07132863"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "'<=' not supported between instances of 'int' and 'str'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-46-1a12f170eb6e>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0;34m'spam'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m'spam'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'2'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# cannot compare between different types\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: '<=' not supported between instances of 'int' and 'str'"
+          ]
+        }
+      ],
+      "source": [
+        "('spam', 2, False) <= ('spam', '2', True)  # cannot compare between different types"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* Predict which is larger, ['large',10, 'big'] or ['small',1, 'little'] ? Write codes to verify your prediction.\n",
+        "\n",
+        "How can you re-arrange the items in the list so that the result would change?"
+      ],
+      "metadata": {
+        "id": "w4ssOkWKilkf"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your codes here\n",
+        "['large',10, 'big'] < ['small',1, 'little']"
+      ],
+      "metadata": {
+        "id": "Prqa1lePixpH",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6f433318-d052-4342-9b64-536421dcb953"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 47
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "[10,'large', 'big'] < [1,'small', 'little']"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "a7Yvzqg54gJz",
+        "outputId": "7af7c6f2-d3c2-4f63-9cf0-1409abeb0427"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 48
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ljaSPUeFsmmp"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "- [`len()`](https://docs.python.org/3/library/functions.html#len) returns the number of elements in a list or a tuple:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "COjAprS7smmq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c7f0db8f-19cc-41ea-c687-1373e63e0275"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "4"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 49
+        }
+      ],
+      "source": [
+        "len(fruits)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "rBXAHpsfsmmt",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9e8e5c2f-e960-4d36-a019-b12972b96ad6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 50
+        }
+      ],
+      "source": [
+        "len(squares)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "oHxGJ5HFRWEn",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1501de35-465f-4c8e-f982-19ff4246121c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[['apple', 'orange', 'banana', 'mango'], [2.0, True]]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 51
+        }
+      ],
+      "source": [
+        "nested_list"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "H7zrNw9fRWEp",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c33a7e14-c197-41b3-c2c4-ada47c5c7af7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "((1, 4, 9, 16, 25), ('spam', 9), True)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 53
+        }
+      ],
+      "source": [
+        "nested_tuple"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "l4kuDQzqWt5a",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b6ec9831-e012-470f-89ff-8cd753e12ae9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "2"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 52
+        }
+      ],
+      "source": [
+        "len(nested_list)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "rrztaT6kWt5b",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "bffea2e6-19b4-4582-a176-07a6e27a692c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "3"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 54
+        }
+      ],
+      "source": [
+        "len(nested_tuple)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "_r8H9gbmsmmx"
+      },
+      "source": [
+        "- [`max()`](https://docs.python.org/3/library/functions.html#max) ([`min()`](https://docs.python.org/3/library/functions.html#min)) returns the largest (smallest) element. Can work with elements of comparable types:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "JKqf-UzZsmmy",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "b8253e35-d628-4cb5-fab2-ac3a5b293916"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'orange'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 55
+        }
+      ],
+      "source": [
+        "max(fruits)  # based on lexicographic order"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "T83bKfwAsmm0",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d3f24599-c888-4801-a666-ca44939fef6b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "1"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 56
+        }
+      ],
+      "source": [
+        "min(squares)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jmxohMk5Wt5d",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "6a594ae0-41ea-4c1f-8a9f-25a4011d8fe4"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "'>' not supported between instances of 'bool' and 'str'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-57-009b5d963fb9>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'spam'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'2'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: '>' not supported between instances of 'bool' and 'str'"
+          ]
+        }
+      ],
+      "source": [
+        "max(('spam', '2', True))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "1eKJ2S9Tsmm2"
+      },
+      "source": [
+        "- [`sum()`](https://docs.python.org/3/library/functions.html#sum) returns the sum of all elements in a sequence. Can only work with numeric elements:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Ib2WG_0qsmm2",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "84f82764-8cae-4cc9-8f95-907697a90777"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "55"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 58
+        }
+      ],
+      "source": [
+        "sum(squares)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "7TL7PE1esmm4",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "aa81d95c-9293-4aac-ec72-0812a4c2b9af"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "unsupported operand type(s) for +: 'int' and 'str'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-59-42ba78dc6ca7>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfruits\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for +: 'int' and 'str'"
+          ]
+        }
+      ],
+      "source": [
+        "sum(fruits)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* I have a list of student grades [90, 80, 75, 88, 67].Try to find the average grade of all students in the student grades list/tuple by using sum() and len()"
+      ],
+      "metadata": {
+        "id": "N2saKdyMkMxP"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your codes here\n",
+        "sum([90, 80, 75, 88, 67])/len( [90, 80, 75, 88, 67])"
+      ],
+      "metadata": {
+        "id": "KsnLBNZ0kLtY",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "189be95c-9218-465e-fa11-3fc5a0bd3994"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "80.0"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 60
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "0OAW-rrpsmnA"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "## 1.4 Common List and Tuple Methods\n",
+        "\n",
+        "- `s.index(x[, i[, j]])` returns index of the first occurrence of `x` in `s` (at or after index `i` and before index `j`):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Gp60RjjpsmnB",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c83e2e49-4da4-404b-a623-653a0c10e98f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['Mike', 1.83, True, 'Mike', 1.83, True]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 61
+        }
+      ],
+      "source": [
+        "repeated_list = ['Mike', 1.83, True] * 2\n",
+        "repeated_list"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "KDAWbqFGsmnD",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "dc25b6b3-5884-4db5-bd64-fd6a393f6a54"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('spam', 2, True, 'spam', 2, True, 'spam', 2, True)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 62
+        }
+      ],
+      "source": [
+        "repeated_tuple = ('spam', 2, True) * 3\n",
+        "repeated_tuple"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "EnufXB0iY6uf",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1be52fb3-5340-4663-fe34-48fab445dd94"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "2"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 63
+        }
+      ],
+      "source": [
+        "repeated_list.index(True)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "AMSdOJjdsmnC",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4b07d455-5896-468d-dda5-37f9dc4e9bc9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 64
+        }
+      ],
+      "source": [
+        "repeated_list.index(True, 3)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "dHso_HLZsmnE",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "2986375b-d59c-406c-99f4-5675aa593c05"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "3"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 65
+        }
+      ],
+      "source": [
+        "repeated_tuple.index('spam', 1, 4)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5x8cgt8lsmnH"
+      },
+      "source": [
+        "- `s.count(x)` returns the total number of occurrences of `x` in `s`:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Mcz91bqtsmnH",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "46343732-f45b-461a-ebcf-78e4462b58b6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "2"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 66
+        }
+      ],
+      "source": [
+        "repeated_list.count(True)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "ucU9eHnPlV2K",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7c42815c-7f13-49b5-fd84-b48c341b1c56"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "3"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 67
+        }
+      ],
+      "source": [
+        "repeated_tuple.count('spam')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "IENczqRvsmnM"
+      },
+      "source": [
+        "- Use `dir()` to display all the names accessible to a list or a tuple:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "ncU4VkdUsmnO",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "a27e5c6a-8ca9-4126-b05f-50365bb1a100"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['__add__',\n",
+              " '__class__',\n",
+              " '__class_getitem__',\n",
+              " '__contains__',\n",
+              " '__delattr__',\n",
+              " '__delitem__',\n",
+              " '__dir__',\n",
+              " '__doc__',\n",
+              " '__eq__',\n",
+              " '__format__',\n",
+              " '__ge__',\n",
+              " '__getattribute__',\n",
+              " '__getitem__',\n",
+              " '__gt__',\n",
+              " '__hash__',\n",
+              " '__iadd__',\n",
+              " '__imul__',\n",
+              " '__init__',\n",
+              " '__init_subclass__',\n",
+              " '__iter__',\n",
+              " '__le__',\n",
+              " '__len__',\n",
+              " '__lt__',\n",
+              " '__mul__',\n",
+              " '__ne__',\n",
+              " '__new__',\n",
+              " '__reduce__',\n",
+              " '__reduce_ex__',\n",
+              " '__repr__',\n",
+              " '__reversed__',\n",
+              " '__rmul__',\n",
+              " '__setattr__',\n",
+              " '__setitem__',\n",
+              " '__sizeof__',\n",
+              " '__str__',\n",
+              " '__subclasshook__',\n",
+              " 'append',\n",
+              " 'clear',\n",
+              " 'copy',\n",
+              " 'count',\n",
+              " 'extend',\n",
+              " 'index',\n",
+              " 'insert',\n",
+              " 'pop',\n",
+              " 'remove',\n",
+              " 'reverse',\n",
+              " 'sort']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 68
+        }
+      ],
+      "source": [
+        "dir(repeated_list)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "gqBPp6GrsmnQ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ab6e320b-c02d-4bbe-b8c6-0dad164577e4"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['__add__',\n",
+              " '__class__',\n",
+              " '__class_getitem__',\n",
+              " '__contains__',\n",
+              " '__delattr__',\n",
+              " '__dir__',\n",
+              " '__doc__',\n",
+              " '__eq__',\n",
+              " '__format__',\n",
+              " '__ge__',\n",
+              " '__getattribute__',\n",
+              " '__getitem__',\n",
+              " '__getnewargs__',\n",
+              " '__gt__',\n",
+              " '__hash__',\n",
+              " '__init__',\n",
+              " '__init_subclass__',\n",
+              " '__iter__',\n",
+              " '__le__',\n",
+              " '__len__',\n",
+              " '__lt__',\n",
+              " '__mul__',\n",
+              " '__ne__',\n",
+              " '__new__',\n",
+              " '__reduce__',\n",
+              " '__reduce_ex__',\n",
+              " '__repr__',\n",
+              " '__rmul__',\n",
+              " '__setattr__',\n",
+              " '__sizeof__',\n",
+              " '__str__',\n",
+              " '__subclasshook__',\n",
+              " 'count',\n",
+              " 'index']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 69
+        }
+      ],
+      "source": [
+        "dir(repeated_tuple)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "0EL2_EU3smnS"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "## 1.5 Lists are Mutable\n",
+        "\n",
+        "Once a list is created, elements can be added, deleted, shifted, and moved around at will.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "f6Znvo_0sBsi"
+      },
+      "source": [
+        "\n",
+        "### 1.5.1 Item Assignment\n",
+        "\n",
+        "\n",
+        "We can use indexing on the left side of an assignment to identify the element to be modified:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "2RPSofPXsmnS"
+      },
+      "outputs": [],
+      "source": [
+        "fruits = ['apple', 'orange', 'banana', 'mango']\n",
+        "fruits"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "8RtdapZTsmnU",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b7041d6e-9054-4399-b174-c811fe2caf41"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'melon', 'banana', 'mango']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 70
+        }
+      ],
+      "source": [
+        "fruits[1] = 'melon'                      # item assignment\n",
+        "fruits"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "v7YAXktSsmnX"
+      },
+      "source": [
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/list_v1.png\" width=280/>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Qc687JeHsmnv"
+      },
+      "source": [
+        "### 1.5.2 Deleting List Elements\n",
+        "\n",
+        "List elements can be deleted with [the `del` statement](https://docs.python.org/3/reference/simple_stmts.html#del):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "LNrXQbj5smnw"
+      },
+      "outputs": [],
+      "source": [
+        "del fruits[2:]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "8Xjzu9GDRWFt",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "26f4f10e-a758-424f-cde5-21361fa6df7d"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'melon']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 72
+        }
+      ],
+      "source": [
+        "fruits"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "dZX29V-J07JM"
+      },
+      "source": [
+        "\n",
+        "### 1.5.3 Methods That Modify a List\n",
+        "\n",
+        "Python provides several built-in methods that can be used to modify lists:"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "fRzTKJzjsmoe"
+      },
+      "source": [
+        "- [`sort(key=None, reverse=False)`](https://docs.python.org/3/library/stdtypes.html#list.sort) sorts the list in ascending order ***in place*** (i.e., modifies the original list directly):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "grBplHk-smoe"
+      },
+      "outputs": [],
+      "source": [
+        "fruits = ['apple', 'orange', 'banana', 'mango']\n",
+        "fruits.sort()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "XXC4eDOysmog",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "55d25235-e1e3-4e6f-b401-924975009ea7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'banana', 'mango', 'orange']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 74
+        }
+      ],
+      "source": [
+        "fruits"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Dp8XqRW_smol"
+      },
+      "source": [
+        "If `reverse` is set to `True`, the list elements are sorted as if each comparison were reversed:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "-8_MZ7lEsmom",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d88397aa-1ae3-4b11-a771-6c55199d4436"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['orange', 'mango', 'banana', 'apple']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 75
+        }
+      ],
+      "source": [
+        "fruits.sort(reverse=True)\n",
+        "fruits"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "cxAGtfr-Wt59"
+      },
+      "source": [
+        "If any comparison fails, the entire sort will fail:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "MiF8LGT2smoh",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 158
+        },
+        "outputId": "6dcebcc6-af98-431c-d622-9e0b613660bb"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "'<' not supported between instances of 'int' and 'str'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-76-93da8e74689a>\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0memployee\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'Charles'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'Business Analyst'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m9\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0memployee\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msort\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: '<' not supported between instances of 'int' and 'str'"
+          ]
+        }
+      ],
+      "source": [
+        "employee = ['Charles', 'Business Analyst', 9, True]\n",
+        "employee.sort()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "6v_1z0uVsmon"
+      },
+      "source": [
+        "We can change the rule for comparison by specifying the comparison `key`:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "zZFXYRRwY6ul",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "75b7585c-36f0-472c-d7f5-5c501ac436ed"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['Charles', 'Business Analyst', 9, True]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 77
+        }
+      ],
+      "source": [
+        "employee"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "OL2GlFA-smon",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "83620b0f-2720-4c47-df85-957ecc8b7311"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[9, 'Business Analyst', 'Charles', True]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 80
+        }
+      ],
+      "source": [
+        "employee.sort(key=str) #sort values of varying types as if they were all strings\n",
+        "employee"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "g2n4fU68smop"
+      },
+      "source": [
+        "`key` specifies the name of a ***1-argument*** function (`len`, `str`, `max`, etc.) to use to extract a comparison `key` from each element.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "khtn1Pw4Wt5-",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6fb7bc12-d43f-4bdd-fcf8-b7ba7e08cf72"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['c', 'ee', 'ddd', 'bbbb', 'aaaaa']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 81
+        }
+      ],
+      "source": [
+        "repeated_letters = ['aaaaa', 'bbbb', 'c', 'ddd', 'ee']\n",
+        "repeated_letters.sort(key=len)\n",
+        "repeated_letters"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* we have a list consisting of string numbers\n",
+        "```python\n",
+        "string_numbers=['0','5','10','2','8']\n",
+        "```\n",
+        "Sort this list according to the numeric values represented by these string numbers."
+      ],
+      "metadata": {
+        "id": "rucjyNSZr2_u"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your codes here\n",
+        "string_numbers=['0','5','10','2','8']\n",
+        "string_numbers.sort(key=int)\n",
+        "string_numbers"
+      ],
+      "metadata": {
+        "id": "9_ra-Ti3r7zo",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7c889be6-a953-4b2d-ede8-c83b5dcf43a8"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['0', '2', '5', '8', '10']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 82
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:*  Sort the following numbers by absolute value in descending order:\n",
+        "\n",
+        "```python\n",
+        "numbers=[0.12, 0.78, 0.5, -0.43, -0.87, 1.0, 0.64]\n",
+        "```"
+      ],
+      "metadata": {
+        "id": "ODAhpqZkg9mf"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your codes here\n",
+        "numbers=[0.12, 0.78, 0.5, -0.43, -0.87, 1.0, 0.64]\n",
+        "numbers.sort(key=abs, reverse=True)\n",
+        "numbers"
+      ],
+      "metadata": {
+        "id": "PpKFkyqEhTSj",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f4152ec8-2f97-4152-d5c5-765937e33a4b"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[1.0, -0.87, 0.78, 0.64, 0.5, -0.43, 0.12]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 83
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "QjJGui-tWt6A"
+      },
+      "source": [
+        "There is a built-in function, `sorted()`, that does the same thing but returns a new sorted list rather than modifying the original one in place:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "XCto7bMnsmop",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "733c45c6-f7f1-446b-cc54-ceb31c7f841c"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Help on built-in function sorted in module builtins:\n",
+            "\n",
+            "sorted(iterable, /, *, key=None, reverse=False)\n",
+            "    Return a new list containing all items from the iterable in ascending order.\n",
+            "    \n",
+            "    A custom key function can be supplied to customize the sort order, and the\n",
+            "    reverse flag can be set to request the result in descending order.\n",
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "help(sorted)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "pm1oU8lFsmox",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "706682d7-08cc-4685-bef1-a6d07de8018d"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['apple', 'banana', 'mango', 'orange']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 85
+        }
+      ],
+      "source": [
+        "sorted(fruits)  # note that this would not modify the original list"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "U4hP1LzrWt6B",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b0188418-3d36-4472-b7c0-688744536f0f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['orange', 'mango', 'banana', 'apple']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 86
+        }
+      ],
+      "source": [
+        "fruits"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* Two words are anagrams if you can rearrange the letters from one to spell the other. For example, \"fried\" and \"fired\" are anagrams (similarly, \"race\" and \"care\").\n",
+        "\n",
+        "Given two arbitrary strings, write codes to decide whether these two strings are anagrams."
+      ],
+      "metadata": {
+        "id": "N7e1NT25yroq"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#write your codes here\n",
+        "s1 = \"race\"\n",
+        "s2 = \"care\"\n",
+        "sorted(s1) == sorted(s2)"
+      ],
+      "metadata": {
+        "id": "jKNFLU3yyv4X",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e96e18a0-658b-4c8d-9d03-026407919043"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 89
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "- `insert(index, object)` takes an element and insert it at a particular index. The return value is `None` (this applies to all following methods unless explicitly mentioned):"
+      ],
+      "metadata": {
+        "id": "mkfrB0D4tyTS"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fruits = ['peach', 'melon']"
+      ],
+      "metadata": {
+        "id": "JoKGiV0It1Pp"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fruits.insert(2, 'peach')"
+      ],
+      "metadata": {
+        "id": "-3jNSSNOt24t"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fruits"
+      ],
+      "metadata": {
+        "id": "siD4I17ft7Z3",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e9dbf8b6-dfed-45e4-9e7a-eb1fa0f3b621"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['peach', 'melon', 'peach']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 92
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fruits.insert(2, ['olive', 'banana']); fruits"
+      ],
+      "metadata": {
+        "id": "B_arTjOpt9LR",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9b3b806f-8e97-4005-da89-3d258432e6d2"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['peach', 'melon', ['olive', 'banana'], 'peach']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 93
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "\n",
+        "- `append(object)` takes an element and adds it to the end of a list:"
+      ],
+      "metadata": {
+        "id": "e4UH6yNIuO9Y"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fruits.append('plum'); fruits"
+      ],
+      "metadata": {
+        "id": "n2MgWRN3uhGk",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "2a005051-8708-40fb-8526-65e0013bc6c7"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['peach', 'melon', ['olive', 'banana'], 'peach', 'plum']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 94
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fruits.append(['litchi', 'banana']); fruits"
+      ],
+      "metadata": {
+        "id": "TPwHw0nguir8",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "12f5417f-e29a-4e99-f3c9-d74ed62ec6c6"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['peach', 'melon', ['olive', 'banana'], 'peach', 'plum', ['litchi', 'banana']]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 95
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* Define a list `L1 = [\"bacon\", \"eggs\"]`.\n",
+        "\n",
+        "predict the output of the following codes\n",
+        "```python\n",
+        "L1.append(\"juice\")\n",
+        "or\n",
+        "L1+'juice'\n",
+        "or\n",
+        "L1+['juice']\n",
+        "or\n",
+        "L1.insert(2,'juice')\n",
+        "or\n",
+        "L1.insert(2,['juice'])\n",
+        "```"
+      ],
+      "metadata": {
+        "id": "5LqL_0uWushe"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "L1 = [\"bacon\", \"eggs\"]\n",
+        "# write codes to verify your prediction here\n"
+      ],
+      "metadata": {
+        "id": "vWg8olLivCeU"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "pTMyUNaPsmny"
+      },
+      "source": [
+        "###  1.5.4 Tuples and Strings are Immutable"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "gABrejziWt5o",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "ed5d8f0a-e259-4abc-b090-5506b3397159"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "'str' object does not support item assignment",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-96-beb867b7dabe>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m'spam'\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'u'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: 'str' object does not support item assignment"
+          ]
+        }
+      ],
+      "source": [
+        "'spam'[2] = 'u'"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "NJOSNasCsmny",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "17824074-0df5-43e6-f747-6132664db102"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "'tuple' object does not support item assignment",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-97-4891aef20299>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msquares\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m3\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: 'tuple' object does not support item assignment"
+          ]
+        }
+      ],
+      "source": [
+        "squares[2] = 3"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "FBxHg68gWt5t"
+      },
+      "source": [
+        "\n",
+        "## 1.6 Conversions\n",
+        "\n",
+        "We can convert between the different sequence types easily by using the type functions (e.g., `list()` and `tuple()`) to cast sequences to the desired types:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "JG8OCZoJsmpJ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6da99323-7ec3-4f37-a1c6-0163c42c6d60"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[1, 4, 9, 16, 25]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 98
+        }
+      ],
+      "source": [
+        "list((1, 4, 9, 16, 25))"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "vrngCHCQsmpK",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fd05d4cd-75af-472d-9aaa-fdfbbec47d33"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['s', 't', 'r', 'i', 'n', 'g']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 99
+        }
+      ],
+      "source": [
+        "list('string')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "3MCjdaRSsmpL",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ca393999-5401-4806-ead3-0257cc7b86a1"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('apple', 'orange', 'banana', 'mango')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 100
+        }
+      ],
+      "source": [
+        "tuple(['apple', 'orange', 'banana', 'mango'])"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "rzYFzfK1smpM",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "831e0650-42a6-4fe4-f175-1979027abf70"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('P', 'y', 't', 'h', 'o', 'n')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 101
+        }
+      ],
+      "source": [
+        "tuple('Python')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "iW6GH28LsmpN"
+      },
+      "source": [
+        "Type functions are actually constructors of objects of the corresponding types, and are also called factory functions. We will see this more clearly when we introduce classes.\n",
+        "\n",
+        "Calling a type function without an argument constructs an empty object of the corresponding type:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "list()"
+      ],
+      "metadata": {
+        "id": "-YMD-AXzxz1A",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "5699ac54-aacb-4627-ee2f-4ea0d61dd405"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 102
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "tuple()"
+      ],
+      "metadata": {
+        "id": "5tkqaC6Qx1Ym",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "088de9b3-ff3c-46c3-c113-7656c0afc7db"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "()"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 103
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "qpeu6kEVsmoy"
+      },
+      "source": [
+        "\n",
+        "## 1.7 Unpacking Sequences\n",
+        "\n",
+        "Python has a very powerful assignment feature, called **sequence unpacking**, that allows a sequence of variables on the left of an assignment to be assigned values from a sequence on the right of the assignment:\n",
+        "\n",
+        "Unpacking is especially useful to assign values from a list/tuple to several variables."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "sKaykWy6smoy"
+      },
+      "outputs": [],
+      "source": [
+        "student = 'Bob', 19, 'Finance'\n",
+        "name, age, study = student"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "f7I4-flusmoz",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "779fb33f-c6e6-4a06-9623-5e7af11ccbb5"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Bob'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 105
+        }
+      ],
+      "source": [
+        "name"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "age"
+      ],
+      "metadata": {
+        "id": "wjbPjbbBecBV",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "dd4a124c-847d-4186-b73c-c077de83de1b"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "19"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 106
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Xz8vK7Mesmo0",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "9a813e79-0316-4b17-ef53-12cf6b12cc11"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Finance'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 107
+        }
+      ],
+      "source": [
+        "study"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "name = student[0]\n",
+        "age = student[1]\n",
+        "study = student[2]"
+      ],
+      "metadata": {
+        "id": "pA1algubBM7_"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Iyi4djvYsmo6"
+      },
+      "source": [
+        "\n",
+        "This does the equivalent of several assignment statements, all on one easy line.\n",
+        "\n",
+        "Unpacking is also useful to swap the values of multiple variables:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "XVuXGENPWt6D",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b8fa132e-c19b-45bb-e2c0-0c8c9330956b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(19, 'Finance', 'Bob')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 108
+        }
+      ],
+      "source": [
+        "age, study, name"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "KcvYkvpJsmo6"
+      },
+      "outputs": [],
+      "source": [
+        "name, age, study = age, study, name"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "kiATR6YM3EK3",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e009f5e6-fba9-4b70-a275-de01d6883ca0"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(19, 'Finance', 'Bob')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 110
+        }
+      ],
+      "source": [
+        "name, age, study"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "elLvgxrismo_"
+      },
+      "source": [
+        "Unpacking can be done ***deeply***:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "idhsHMA-smpA"
+      },
+      "outputs": [],
+      "source": [
+        "(color, (coord_x, coord_y, coord_z)) = ['red', [1.2, 2.0, 3.9]]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jOiDNps-smpC",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ae914443-700f-498b-bd6b-d0c6fcccdf77"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('red', 2.0)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 112
+        }
+      ],
+      "source": [
+        "color, coord_y"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Ex_-ZYf6Wt6F",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 36
+        },
+        "outputId": "1b7d7535-101b-4bd9-c89b-fdb874be1413"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'red'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 114
+        }
+      ],
+      "source": [
+        "color"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "m9b5XjvNWt6F",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "a636e4a2-427d-4015-f62c-b5027b7ec275"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "1.2"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 115
+        }
+      ],
+      "source": [
+        "coord_x"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "EA1NXFOZsmo2"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "When unpacking, the number of variables on the left must match the number of values in the sequence:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ncDxsDXIsmo4",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "d1e93c7d-7d7d-469c-a8a3-3f960e395090"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "ValueError",
+          "evalue": "too many values to unpack (expected 2)",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-116-655ea365627f>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstudent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mValueError\u001b[0m: too many values to unpack (expected 2)"
+          ]
+        }
+      ],
+      "source": [
+        "name, age = student"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "VCBeppbGsmpD"
+      },
+      "source": [
+        "\n",
+        "### The `*` Operator\n",
+        "\n",
+        "In Python, the `*` character is not only used for **multiplication** and **replication**, but also for unpacking/packing.\n",
+        "\n",
+        "- When used before a name on the left of an assignment, it creates a variable that gathers up any superfluous elements during sequence unpacking:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "IlhRHnposmpD"
+      },
+      "outputs": [],
+      "source": [
+        "numbers = (1, 2, 3, 4, 5)\n",
+        "first, *rest = numbers"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "nqhd3R5qRWG_",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c09afa66-9a59-41bb-aad7-e2dd6b88c709"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "1"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ],
+      "source": [
+        "first"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "vkuiL8fDRWHC",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "45652abd-834b-405c-d5c3-51c9a01990dd"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[2, 3, 4, 5]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 5
+        }
+      ],
+      "source": [
+        "rest"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "MKK6z4uGWt6H",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "060b172c-64fb-45b6-cd11-b443796b6830"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[2, 3, 4]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ],
+      "source": [
+        "first, *middle, last = numbers\n",
+        "middle"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "DIFslb7ZsmpE",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "73685925-14cc-430e-fe04-857fa7b91c86"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('a', ['b'], 'c')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ],
+      "source": [
+        "head, *body, tail = 'abc'\n",
+        "head, body, tail"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ksMYBWCHsmpG"
+      },
+      "source": [
+        "> The starred variable always ends up ***containing a list***.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "\n",
+        "**<font color='steelblue' >Question</font>**: What does `first`, `remaining`, `others` hold after evaluating the following?\n",
+        "\n",
+        "```python\n",
+        "fruits = ['apple', 'orange', 'banana', 'mango']\n",
+        "((first, *remaining), *others) = fruits\n",
+        "```"
+      ],
+      "metadata": {
+        "id": "rJwY7896fPbp"
+      }
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "8HA9Q1OQYyZx"
+      },
+      "outputs": [],
+      "source": [
+        "# write code here to verify\n",
+        "fruits = ['apple', 'orange', 'banana', 'mango']\n",
+        "((first, *remaining), *others) = fruits"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "first"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "LA1g1oiBO1BK",
+        "outputId": "58168afb-7bac-492a-fcce-aae07c43153b"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'a'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 9
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "remaining"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "JdFunpXzO2mu",
+        "outputId": "afc3ea90-d625-4cde-e556-eaafdf692d0c"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['p', 'p', 'l', 'e']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "others"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "toJYVmELO4Mw",
+        "outputId": "10d4e470-db77-4571-8b23-8b0c26b51ec5"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['orange', 'banana', 'mango']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "fV2RsdkNMgoy"
+      },
+      "source": [
+        "- When used before a sequence inside a list or tuple display, `*` unpacks its individual values:\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "km2mWBQVR3rS",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "66ea2816-8b02-438f-af37-34fc288e5988"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "([2, 3, 4, 5], 'a')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "rest, first"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "CQq3XN2wRiCI",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "2fef3576-7893-4a8f-de4d-d1a150ba0f64"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(2, 3, 4, 5, 'a')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ],
+      "source": [
+        "*rest, first"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "numbers"
+      ],
+      "metadata": {
+        "id": "TKfvEu9ex1jW",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e1f21ae9-d9f5-4ba5-fa5a-0150550283a4"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(1, 2, 3, 4, 5)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "body"
+      ],
+      "metadata": {
+        "id": "Q6tD8RL2x2if",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3e20f21f-12ff-4e31-cfd2-6ee0f1ed936d"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['b']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 15
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "[numbers, body]"
+      ],
+      "metadata": {
+        "id": "1cUTTYzJx4Kj",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1aaba1c2-e212-42a0-85c9-73a2830b23d0"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[(1, 2, 3, 4, 5), ['b']]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 16
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "[*numbers, *body]"
+      ],
+      "metadata": {
+        "id": "3adKPxR1x7-C",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7cde5616-cb2b-4bb8-b3f3-f4d284f9b2be"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[1, 2, 3, 4, 5, 'b']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "F19zAUc6lV4L"
+      },
+      "source": [
+        "\n",
+        "## 1.8 List Comprehensions\n",
+        "\n",
+        "List comprehension offers a **shorter syntax** when you want to create a new list based on the values of an existing list.\n",
+        "\n",
+        "As **expressions** that implement iteration protocol in Python, **comprehensions** allow a collection to be built from another collection by\n",
+        "\n",
+        "- iterating over the items in the source collection in turn;\n",
+        "- in each iteration, dispensing one item from the source collection and running the item (that passes the test specified by the predicate) through the output expression;\n",
+        "- and collecting all the results to form the new collection.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "reypB2y0lV4M"
+      },
+      "outputs": [],
+      "source": [
+        "a_list = [1, '4', 9, 'a', 4]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "aKB-hn9LWt6L",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "268065be-aaa4-491b-e800-5e26c812979e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 2
+        }
+      ],
+      "source": [
+        "isinstance(1, int)  #isinstance() allows you to judge if a value's data type is int"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "BR9yhdSbRWHd",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6310add1-5760-4e1b-aaf5-44d73baa2f57"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[1, 81, 16]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "[e ** 2 for e in a_list if isinstance(e, int)]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Oqv-axMaRWHe"
+      },
+      "source": [
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/comprehension.png\" width=500/>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "> We will introduce how to use \"for\" keywords in details later."
+      ],
+      "metadata": {
+        "id": "TKrPUgT9qupw"
+      }
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "center",
+        "id": "ayE9FQjNRWHe",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "8c9b2886-d6de-4ba0-a444-5967db125019"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[2, '44', 18, 'aa', 8]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ],
+      "source": [
+        "[e * 2 for e in a_list]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* Use a list comprehension to create a new list called `slist` that contains the square of all odd numbers in `[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]`."
+      ],
+      "metadata": {
+        "id": "GBv4obW93DAM"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your codes here\n",
+        "nlist = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
+        "slist = [n ** 2 for n in nlist if n% 2 ==1]\n",
+        "slist"
+      ],
+      "metadata": {
+        "id": "NMskYDiz3CEx",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fe4b79f9-a7b3-4fba-9542-389074483177"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[1, 9, 25, 49, 81]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 69
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "hVVD5_IshhJj"
+      },
+      "source": [
+        "Objects that are capable of returining its members one at a time (or over which we can iterate) is called **iterables**.\n",
+        "\n",
+        "\n",
+        "The input iterable can have nesting structures:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "fx4EQkZ3_8dW",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "0e554c99-c6e3-4bef-a733-f9a8b2178783"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[95, 92, 89, 100, 59]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ],
+      "source": [
+        "gradebook = [['Alice', 95], ['Troy', 92], ['James', 89], ['Charles', 100], ['Bryn', 59]]\n",
+        "score_only = [pair[1] for pair in gradebook]\n",
+        "score_only"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "8WCmC0LzlV4P"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "\n",
+        "The assignment of each item  to the **loop variable** can leverage sequence unpacking to make the handling of nested data easier:\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "fpikH322Y46U",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "55632860-3980-4815-902d-c7e185fccd95"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['Alice', 'Troy', 'James', 'Charles', 'Bryn']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ],
+      "source": [
+        "gradebook = [['Alice', 95], ['Troy', 92], ['James', 89], ['Charles', 100], ['Bryn', 59]]\n",
+        "name_only = [name for name, score in gradebook]\n",
+        "name_only"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ERs8VdXUlV4Q",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f33b479b-fc8b-407c-9d17-ee525a522581"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "87.0"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "# Calculate the average score\n",
+        "sum([score for name, score in gradebook])/len(gradebook)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "-FKTmVUQlV4T",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7e8918ff-0d2c-48b2-efa8-fc9a1ab35577"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "4"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "# Find how many students earned scores above 80\n",
+        "len([score for name, score in gradebook if score > 80])"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "**In-Class exercise:** Follow the logic, get average score of students whose score are below 90\n",
+        "\n",
+        "Hint:\n",
+        "1. find all students whose score are below 90\n",
+        "2. get the sum of their scores\n",
+        "3. get the number of such students"
+      ],
+      "metadata": {
+        "id": "c5lJ2QvK4jbh"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your codes here\n",
+        "sum([score for name, score in gradebook if score < 90])/len([score for name, score in gradebook if score < 90])"
+      ],
+      "metadata": {
+        "id": "jVrSkzsx4k_V",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "15fc55d7-3a0e-41cf-97af-733ef80eedc2"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "74.0"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [],
+      "metadata": {
+        "id": "nKuC7gkL52T_"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "wyBuwQWnlV4U"
+      },
+      "source": [
+        "Comprehensions also work with other collections (e.g., **dictionaries**, **sets**, etc.) as we will see."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "YgHyLb35smpR"
+      },
+      "source": [
+        "<br>\n",
+        "\n",
+        "# 2 Dictionaries\n",
+        "\n",
+        "\n",
+        "| Name |  Income | Years | Criminal |\n",
+        "|-----|-----|-----|-----|\n",
+        "| Amy | 27 |4.2 |  No |  \n",
+        "| Sam | 32 |1.5 |  No |\n",
+        "|         ...         |\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ZnAPkqMlWt6R"
+      },
+      "outputs": [],
+      "source": [
+        "customer_1 = ['Amy', 27, 4.2, 'No']\n",
+        "customer_2 = ['Sam', 32, 1.5, 'No']"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "qgp3SIJZWt6R"
+      },
+      "source": [
+        "How can a programmer know how to obtain a person's income without knowing too much about the context/data?\n",
+        "\n",
+        "But why not attach labels to individual items to reflect the meaning of our data:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "F1fjEmxGWt6R"
+      },
+      "outputs": [],
+      "source": [
+        "customer_1 = {'name': 'Amy', 'income': 27, 'years': 4.2, 'criminal': 'No'}\n",
+        "customer_2 = {'name': 'Sam', 'income': 32, 'years': 1.5, 'criminal': 'No'}"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Zltbs4GSWt6R"
+      },
+      "source": [
+        "It leads to a new data structure supported by Python, called **dictionaries**.\n",
+        "\n",
+        "A dictionary is a container that maps a set of labels called **keys** to a set of values. The dictionary is the first **compound type** that we've seen that is **not a sequence type**.\n",
+        "\n",
+        "The association of a key and a value is called a **key-value pair**, and a dictionary can be defined by using the `{key: value}` syntax:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "XEASBFL2smpR",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "dcaa5d46-0b5f-43af-fb0b-d22445f79b27"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 90, 'James': 89}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ],
+      "source": [
+        "gradebook = {'Alice': 95, 'Troy': 90, 'James': 89}\n",
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "oIBhNHCHsmpS",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fb984a4c-4fab-493d-e3da-69f67fbc9160"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "dict"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 15
+        }
+      ],
+      "source": [
+        "type(gradebook)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "We can also create an empty dict by using d=dict()"
+      ],
+      "metadata": {
+        "id": "nYq63ynk5tRJ"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "newdict = dict()\n",
+        "type(newdict)"
+      ],
+      "metadata": {
+        "id": "cmCvv8WS5vTR",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "67affdd8-7461-40d5-b4d1-69c6b18cfc54"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "dict"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 16
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ZTL_-UVVsmpT"
+      },
+      "source": [
+        "Dictionary keys are ***unique*** and can be any ***immutable*** data type (e.g., numbers, strings, Booleans, tuples containing only immutable elements):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "XO-Iy4KwsmpU",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1a8eef73-38e2-4303-d2c3-ec9e353f5b58"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1: 'one', 2: 'dos', 3: 'tres'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ],
+      "source": [
+        "spnum = {1: 'uno', 2: 'dos', 3: 'tres', 1: 'one'}\n",
+        "spnum"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "{[1]: 'uno', 2: 'dos', 3: 'tres'}"
+      ],
+      "metadata": {
+        "id": "EhwcHgZC-ZYg",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "120a69d2-bdc2-4504-b27a-e9b5d66efc0c"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "unhashable type: 'list'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-18-1badf3fd8cbd>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m{\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'uno'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'dos'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m3\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'tres'\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: unhashable type: 'list'"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "DM33a9uQsmpY"
+      },
+      "source": [
+        "\n",
+        "## 2.1 Indexing\n",
+        "\n",
+        "Unlike **sequences**, which are indexed by a range of integers, dictionaries are  ***indexed by keys***:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "WGIQX2kNsmpZ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "5e0cd39d-738c-4538-a4f7-d83fe2727fea"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "89"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 19
+        }
+      ],
+      "source": [
+        "# values can be accessed via keys\n",
+        "gradebook['James']"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "yOPvz80fsmpa",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 158
+        },
+        "outputId": "f3a0365a-826c-4f9e-b0eb-a633534eb3ce"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "KeyError",
+          "evalue": "2",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-20-129f50d5ea3b>\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;31m# cannot be accessed by position\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mgradebook\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mKeyError\u001b[0m: 2"
+          ]
+        }
+      ],
+      "source": [
+        "# cannot be accessed by position\n",
+        "gradebook[2]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Nvh6eGjHsmpb"
+      },
+      "source": [
+        "Similar to lists, dictionaries (more precisely, dictionary values) are ***mutable*** and can grow and shrink as needed.\n",
+        "\n",
+        "Assigning a new value to an existing key updates an entry:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "nOwpX9kiWt6W",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "47d9142e-c698-4ec3-e87b-558ce3d436d9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 90, 'James': 89}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 21
+        }
+      ],
+      "source": [
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "eRVOhjOnsmpd",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6ccea652-d321-4e22-abd8-0c9bf2e9b075"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 92, 'James': 89}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 22
+        }
+      ],
+      "source": [
+        "gradebook['Troy'] = 92\n",
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "8GmjBbZ1hhJv",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9678f45b-0180-492c-c46f-9a9b786fd8f5"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1: 'uno', 2: 'dos', 3: 'tres'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 23
+        }
+      ],
+      "source": [
+        "spnum[1] = 'uno'\n",
+        "spnum"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "dm6gPWK8Wt6X"
+      },
+      "source": [
+        "Assigning a new key and value adds an entry:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "pnRQC7jJsmpb",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "061e7620-030b-426a-a1f7-a20a74e8dfa8"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 92, 'James': 89, 'Charles': 100}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 24
+        }
+      ],
+      "source": [
+        "gradebook['Charles'] = 100\n",
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "mAN3T2HHhhJt",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "bfd99f86-86c5-4a0d-a997-7ee4b7d59583"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1: 'uno', 2: 'dos', 3: 'tres', 4: 'cuatro'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 25
+        }
+      ],
+      "source": [
+        "spnum[4] = 'cuatro'\n",
+        "spnum"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "FH7T2mb9smpf"
+      },
+      "source": [
+        "Use the `del` statement with the key specified to delete an entry:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "sf8QmdYfsmpf",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "762efca2-a00d-4a59-f47c-7f7246c6cace"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 92, 'James': 89}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 26
+        }
+      ],
+      "source": [
+        "del gradebook['Charles']\n",
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "VhusMz9IhhJx",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "231d7eb4-4b17-4fc1-d931-3defd94bb838"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1: 'uno', 2: 'dos', 3: 'tres'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 27
+        }
+      ],
+      "source": [
+        "del spnum[4]\n",
+        "spnum"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PHXi052tsmph"
+      },
+      "source": [
+        "Python dictionaries are nestable and versatile:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "s7wUyV4Fsmph",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9ed93163-8852-4492-ef74-62ece2e30d9a"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'fname': 'Joe',\n",
+              " 'lname': 'Fonebone',\n",
+              " 'age': 51,\n",
+              " 'spouse': 'Edna',\n",
+              " 'children': ['Ralph', 'Betty', 'Joey'],\n",
+              " 'pets': {'dog': {'name': 'Fido', True: ['healthy', 'lovely']}, 'cat': 'Sox'},\n",
+              " ('email', 'mobile'): 'contact info'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 29
+        }
+      ],
+      "source": [
+        "person = {'fname': 'Joe', 'lname': 'Fonebone', 'age': 51, 'spouse': 'Edna', 'children': ['Ralph', 'Betty', 'Joey'],\n",
+        "          'pets': {'dog': {'name': 'Fido', True: ['healthy', 'lovely']}, 'cat': 'Sox'},\n",
+        "          ('email', 'mobile'): 'contact info'}\n",
+        "person"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "25BJ69hBsmpk"
+      },
+      "source": [
+        "Simply append additional indicies or keys to retrieve values in a subsequence or subdictionary:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ia7oPYt1smpl",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "e9aa7ff2-40da-4566-af75-ab7c81e11725"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'lovely'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 30
+        }
+      ],
+      "source": [
+        "person['pets']['dog'][True][1]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "*Exercise:* Use indexing operations to:\n",
+        "1. print the content 'Betty'.\n",
+        "2. delete the entry of the 'cat'."
+      ],
+      "metadata": {
+        "id": "BCJAJcGq7Mk1"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your codes here\n",
+        "person['children'][1]"
+      ],
+      "metadata": {
+        "id": "BDd5Rcg47XKL",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "cf98b13e-ac4f-45ee-8c0e-2db129597bc2"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Betty'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 31
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "del person['pets']['cat']\n",
+        "person"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "8kNYMlvO-heA",
+        "outputId": "695fee32-c286-449e-af05-de911e3c248f"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'fname': 'Joe',\n",
+              " 'lname': 'Fonebone',\n",
+              " 'age': 51,\n",
+              " 'spouse': 'Edna',\n",
+              " 'children': ['Ralph', 'Betty', 'Joey'],\n",
+              " 'pets': {'dog': {'name': 'Fido', True: ['healthy', 'lovely']}},\n",
+              " ('email', 'mobile'): 'contact info'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 32
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "yE6-9QyMsmpq"
+      },
+      "source": [
+        "\n",
+        "## 2.2 Working with Operators and Built-in Functions"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "KSQfY3YUsmpq"
+      },
+      "source": [
+        "Many of the operators and built-in functions that can be used with sequences work with dictionaries as well. But they operate ***primarily on keys of dictionaries***:\n",
+        "\n",
+        "- The membership operator: `in` or `not in`"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "mD4eAJXBsmpq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3bf388e3-d6b0-46a3-a646-2d94cee9b127"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 92, 'James': 89}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 33
+        }
+      ],
+      "source": [
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "OZANsgxyhhJ4",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "63997f5b-f3d4-4d23-a1fb-48ed32fef5b3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1: 'uno', 2: 'dos', 3: 'tres'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 34
+        }
+      ],
+      "source": [
+        "spnum"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "93FPtWKDsmpr",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "df6877bc-f7c2-4b11-9bbb-a954880d681b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 35
+        }
+      ],
+      "source": [
+        "'Troy' in gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "zesbqCHmsmpu",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "756f7483-2f7a-4a87-cf67-78f24da14510"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "False"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 36
+        }
+      ],
+      "source": [
+        "'dos' in spnum"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "smFX60K_smpu"
+      },
+      "source": [
+        "- The `*` operator:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "UOmvcShzsmpv",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b312dbad-72ba-4c75-b57f-4ab7458e92c8"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('Alice', ['Troy'], 'James')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 37
+        }
+      ],
+      "source": [
+        "head, *middle, tail = gradebook\n",
+        "head, middle, tail"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "head, *middle, tail"
+      ],
+      "metadata": {
+        "id": "2gvSGf3zo5Wv",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "dd3cc847-cf6c-4193-e36d-92e99a16bd44"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "('Alice', 'Troy', 'James')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 38
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "ZqxHc4lthhJ7",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "da3cd6ed-83ac-45dd-8e4d-bf647df586f6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(1, [2, 3])"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 39
+        }
+      ],
+      "source": [
+        "first, *rest = spnum\n",
+        "first, rest"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "first, *rest"
+      ],
+      "metadata": {
+        "id": "7cUbTYi2BBRu",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "8a5e0ca7-e604-4477-e3b3-2094bf872883"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(1, 2, 3)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 40
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "1QjonRsXsmpy"
+      },
+      "source": [
+        "- The following show the effects of common built-in fucntions when working with dictionaries:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "e8QJnTKIsmpy",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "adaabc7e-2784-4f72-94e5-0f0ca8d444a9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Troy'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 41
+        }
+      ],
+      "source": [
+        "max(gradebook)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "80HODaL8smpy",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "2591c443-152a-434e-bb13-5193e876e76b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "1"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 42
+        }
+      ],
+      "source": [
+        "min(spnum)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "ii_AhqQ2smpz",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ba7f36b6-2ee2-4ac1-9e0c-d74acef1d28c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['Alice', 'James', 'Troy']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 43
+        }
+      ],
+      "source": [
+        "sorted(gradebook)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "tPGTMV-tsmpz",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f1b5ef30-29dd-4679-8f8f-2bd66a557ae1"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "3"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 44
+        }
+      ],
+      "source": [
+        "len(spnum)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "dG-Ayd3-smp1"
+      },
+      "source": [
+        "\n",
+        "## 2.3 Dictionary Methods\n",
+        "\n",
+        "As with lists and tuples, there are several built-in methods that can be invoked on dictionaries.\n",
+        "\n",
+        "Call `dir()` to list all the names available for a dictionary object:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "mS6mWsD5smp2",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "016f73e7-5896-4e6e-9073-18d8e52b0bf9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['__class__',\n",
+              " '__contains__',\n",
+              " '__delattr__',\n",
+              " '__delitem__',\n",
+              " '__dir__',\n",
+              " '__doc__',\n",
+              " '__eq__',\n",
+              " '__format__',\n",
+              " '__ge__',\n",
+              " '__getattribute__',\n",
+              " '__getitem__',\n",
+              " '__gt__',\n",
+              " '__hash__',\n",
+              " '__init__',\n",
+              " '__init_subclass__',\n",
+              " '__iter__',\n",
+              " '__le__',\n",
+              " '__len__',\n",
+              " '__lt__',\n",
+              " '__ne__',\n",
+              " '__new__',\n",
+              " '__reduce__',\n",
+              " '__reduce_ex__',\n",
+              " '__repr__',\n",
+              " '__reversed__',\n",
+              " '__setattr__',\n",
+              " '__setitem__',\n",
+              " '__sizeof__',\n",
+              " '__str__',\n",
+              " '__subclasshook__',\n",
+              " 'clear',\n",
+              " 'copy',\n",
+              " 'fromkeys',\n",
+              " 'get',\n",
+              " 'items',\n",
+              " 'keys',\n",
+              " 'pop',\n",
+              " 'popitem',\n",
+              " 'setdefault',\n",
+              " 'update',\n",
+              " 'values']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 119
+        }
+      ],
+      "source": [
+        "dir(gradebook)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "RALfTHposmp3"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "- [`.get(<key>[, <default>])`](https://docs.python.org/3/library/stdtypes.html#dict.get) returns the value for `key` if `key` is present, else `default` (defaulting to `None`):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "S_G-bh5KYgbq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "327c6491-18e4-4742-e94b-eab66b8aa569"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 92, 'James': 89}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 45
+        }
+      ],
+      "source": [
+        "gradebook = {'Alice': 95, 'Troy': 92, 'James': 89}\n",
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "FXyYsHPtsmp3",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "b94d7189-b9a9-4fc9-b0a7-e39045b33576"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "KeyError",
+          "evalue": "'Bryn'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-46-7b2bc86f53f2>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mgradebook\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Bryn'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mKeyError\u001b[0m: 'Bryn'"
+          ]
+        }
+      ],
+      "source": [
+        "gradebook['Bryn']"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "h-r_AYuAsmp3"
+      },
+      "outputs": [],
+      "source": [
+        "gradebook.get('Bryn') # return nothing but won't interrupt exectution"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "dVa2J9zWsmp4",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "855f4e90-f215-47da-ca94-c0f338d92d1c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "0"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 48
+        }
+      ],
+      "source": [
+        "gradebook.get('Bryn', 0)  # return 0"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "**<font color='steelblue' >Question</font>**: Given the following list:\n",
+        "\n",
+        "```python\n",
+        "fruits = ['apple', 'pear', 'peach', 'banana', 'apple',\n",
+        "          'strawberry', 'lemon', 'apple', 'blueberry', 'banana']\n",
+        "```\n",
+        "\n",
+        "Write code to count the number of duplicates for each unique fruit. Use a Python dictionary to maintain each pair of the fruit name and its count.\n",
+        "\n",
+        "The expected output is as follows:\n",
+        "\n",
+        "```python\n",
+        "{'apple': 3, 'pear': 1, 'peach': 1, 'banana': 2, 'strawberry': 1,\n",
+        " 'lemon': 1, 'blueberry': 1}\n",
+        "```"
+      ],
+      "metadata": {
+        "id": "D0NEVia7G7cX"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fruits = ['apple', 'pear', 'peach', 'banana', 'apple',\n",
+        "          'strawberry', 'lemon', 'apple', 'blueberry', 'banana']\n",
+        "\n",
+        "# write your code below (hint: use for loop and .get() method)\n",
+        "\n",
+        "fruits_count = {}\n",
+        "for name in fruits:\n",
+        "  fruits_count[name] = fruits_count.get(name, 0) + 1\n",
+        "fruits_count"
+      ],
+      "metadata": {
+        "id": "FF3h3BljHDX0",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3b14a1ad-bd8b-455e-952d-93af7f4bcbfd"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'apple': 3,\n",
+              " 'pear': 1,\n",
+              " 'peach': 1,\n",
+              " 'banana': 2,\n",
+              " 'strawberry': 1,\n",
+              " 'lemon': 1,\n",
+              " 'blueberry': 1}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 49
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "w1b8ft4tsmqG"
+      },
+      "source": [
+        "- [`.update(<other>)`](https://docs.python.org/3/library/stdtypes.html#dict.update) merges a dictionary with\n",
+        "\n",
+        "    - another dictionary;\n",
+        "    - an object that can produce pairs of keys and values (e.g., a list of tuples that represent key-value pairs);"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "1EcG1NcLsmqH",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1b37d3d6-a10a-4147-ee99-961f2696ebf2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1: 'one', 2: 'dos', 3: 'tres', 4: 'four'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 50
+        }
+      ],
+      "source": [
+        "spnum = {1: 'uno', 2: 'dos', 3: 'tres'}\n",
+        "spnum.update({1: 'one', 4: 'four'})\n",
+        "spnum"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "JyxxyoowsmqI",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "d5ea0a8f-01bb-4ba9-a18a-bf437e48582b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 95, 'Troy': 92, 'James': 89, 'Amy': 77, 'Peter': 85, 'Mike': 63}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 51
+        }
+      ],
+      "source": [
+        "gradebook.update({'Amy': 77, 'Peter': 85, \"Mike\": 63})\n",
+        "gradebook"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "MlsSnKtgsmqI",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "bc4c11cd-68d1-4c8a-fd93-c50d56a0c69b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1: 'uno', 2: 'dos', 3: 'tres', 4: 'cuatro'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 52
+        }
+      ],
+      "source": [
+        "spnum.update([(1, 'uno'), (4, 'cuatro')])   # or [[1, 'uno'], [4, 'cuatro']]\n",
+        "spnum"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "RfN5bPM6RWIH"
+      },
+      "source": [
+        "\n",
+        "### Methods for Dictionary Traversals\n",
+        "\n",
+        "We'll often be in situations where we want to traverse the keys and values of a dictionary separately.\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "woXSa_OPsmqP"
+      },
+      "source": [
+        "- [`values()`](https://docs.python.org/3/library/stdtypes.html#dict.keys) ([`keys()`](https://docs.python.org/3/library/stdtypes.html#dict.keys)) returns a **dictionary view** consisting of only `value`s (`key`s):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "CRdErOAXsmqP",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e2801630-839e-4c3d-8b78-71a34fac7397"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "dict_values(['uno', 'dos', 'tres', 'cuatro'])"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 53
+        }
+      ],
+      "source": [
+        "spnum.values()   # a dictionary view object"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "JAa3uScHsmqP",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6317debb-0231-4420-9070-48fafb946c34"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "dict_keys([1, 2, 3, 4])"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 54
+        }
+      ],
+      "source": [
+        "spnum.keys()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "IyIF53FPRWIM"
+      },
+      "source": [
+        "Dictionary views are read-only and dynamic. They will be updated when we modify the dictionary from which they are derived."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "1asuTyS8smqL"
+      },
+      "source": [
+        "- [`items()`](https://docs.python.org/3/library/stdtypes.html#dict.items) returns a **dictionary view** consisting of `(key, value)` pairs:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "R8QULhAlRWIJ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "2d112919-00a3-48d4-b5f2-0e11cf3317b2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "dict_items([('Alice', 95), ('Troy', 92), ('James', 89), ('Amy', 77), ('Peter', 85), ('Mike', 63)])"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 55
+        }
+      ],
+      "source": [
+        "gradebook.items()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "cSImmHVzsmqL",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "26a0868a-6038-4eec-f716-cf12011a3a43"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "dict_items([(1, 'uno'), (2, 'dos'), (3, 'tres'), (4, 'cuatro')])"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 56
+        }
+      ],
+      "source": [
+        "spnum.items()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "7eZDyPcmRWIM"
+      },
+      "source": [
+        "Dictionary views can be iterated over to yield their respective data:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "gTYdQV_0RWIM",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "ffd1f488-9631-42d6-f309-35c388dc429e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[('Alice', 100),\n",
+              " ('Troy', 97),\n",
+              " ('James', 94),\n",
+              " ('Amy', 82),\n",
+              " ('Peter', 90),\n",
+              " ('Mike', 68)]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 57
+        }
+      ],
+      "source": [
+        "[(name, score + 5) for name, score in gradebook.items()]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "0EDgCykfRWIN"
+      },
+      "source": [
+        "We can use the dictionary-like syntax in comprehensions (i.e., **dictionary comprehensions**) to construct new dictionaries from existing ones:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Y2iPoaB6RWIN",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f8c583e9-decb-43f4-c17b-f72e3e816456"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'Alice': 100, 'Troy': 97, 'James': 94, 'Amy': 82, 'Peter': 90, 'Mike': 68}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 58
+        }
+      ],
+      "source": [
+        "{name: score + 5 for name, score in gradebook.items()}"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "l88aW2dcsmqR"
+      },
+      "source": [
+        "\n",
+        "## 2.4 Conversions\n",
+        "\n",
+        "\n",
+        "A dictionary can also be constructed by casting a collection of key-value pairs to the `dict` type with the `dict()` function:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "center",
+        "id": "0ZnVvVaqsmqR",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "0413d479-7841-4ba1-feba-4a516ff0600c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'red': 34, 'green': 30, 'brown': 31}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 59
+        }
+      ],
+      "source": [
+        "dict([(\"red\", 34), (\"green\", 30), (\"brown\", 31)])  # or dict(((\"red\", 34), (\"green\", 30), (\"brown\", 31)))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "9RMCmL0ssmqS"
+      },
+      "source": [
+        "We have to be more careful when converting a dictionary to a collection of other types:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "ck_LCtnQsmqS",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "84e52380-c1b7-436f-b4f4-c5cf63c953c6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'red': 34, 'green': 30, 'brown': 31}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 60
+        }
+      ],
+      "source": [
+        "marbles = dict([(\"red\", 34), (\"green\", 30), (\"brown\", 31)])\n",
+        "marbles"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "EAuly_C1smqT",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6d6f2ec8-85f3-412a-c8ec-a3b1f57a25fe"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['red', 'green', 'brown']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 61
+        }
+      ],
+      "source": [
+        "list(marbles)           # the keys will be used by default"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "HYFEWGLSsmqU",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "46c0d9a7-0c12-40d7-84a0-484c6847296a"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "(34, 30, 31)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 62
+        }
+      ],
+      "source": [
+        "# use a view to get the values\n",
+        "tuple(marbles.values())"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "HFwi3xc4smqU",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "dec722f2-5722-480e-bc30-3df16fbae89a"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[('red', 34), ('green', 30), ('brown', 31)]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 63
+        }
+      ],
+      "source": [
+        "# or the key-value pairs\n",
+        "list(marbles.items())"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "BtEc5PLNsmqZ"
+      },
+      "source": [
+        "\n",
+        "<br>\n",
+        "\n",
+        "# 3 Sets\n",
+        "\n",
+        "A set is an ***unordered***, ***mutable*** collection of ***distinct immutable*** elements.\n",
+        "\n",
+        "***Non-empty*** sets can be created by using the curly brace notation (`{}`):\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "RnTDmCYXWt6w",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e5565d3d-fa0c-4e0a-faaa-6542f8e4cf3e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{1, 2, 3, 4, 5}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 1
+        }
+      ],
+      "source": [
+        "integers = {5, 2, 3, 1, 4, 2}\n",
+        "integers # The duplicate is eliminated"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "7VMI_oEnsmqa",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b0a2b563-0938-486f-81bf-2a4b4bcc2b07"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "set"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 2
+        }
+      ],
+      "source": [
+        "type(integers)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "SLyPbM6zWt6w",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "700366e7-6774-4b5c-9fa7-77a362b9bc9b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'cat', 'dog', 'pig', 'rabbit'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "mammals = {'cat', 'dog', 'rabbit', 'pig', 'cat'}\n",
+        "mammals # The duplicate is eliminated"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PhQcDDY_ZX4g"
+      },
+      "source": [
+        "An ***empty*** set can only be defined with the `set()` function."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "i0k9cDF2ZYqo",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b996b58e-ff92-449a-fcf3-d993a34737b7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "dict"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 67
+        }
+      ],
+      "source": [
+        "type({})"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "type(set())"
+      ],
+      "metadata": {
+        "id": "bGSB6VtzroBa",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c6a2a81f-c2cf-4790-c585-b0045582bf2c"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "set"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "18MKryUl4nEt",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fae56f32-18f5-4761-e7a6-6c57ebde3fec"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{'apple', 'banana', 'mango', 'orange'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ],
+      "source": [
+        "set(fruits * 3)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "SSOOhg9Csmqc"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "\n",
+        "The elements in a set can be objects of different types. But they must be ***immutable***:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "Kpy77DVssmqc",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "41422748-2427-4060-d625-b6abc75bc988"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "{('Amy', True), 3.14159, 42, None, 'ham'}"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ],
+      "source": [
+        "{42, 'ham', 3.14159, None, ('Amy', True)}"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "QhEcHsiosmqd",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 141
+        },
+        "outputId": "8fdfc344-5d74-482d-8a68-b28a8e2e3568"
+      },
+      "outputs": [
+        {
+          "output_type": "error",
+          "ename": "TypeError",
+          "evalue": "unhashable type: 'list'",
+          "traceback": [
+            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+            "\u001b[0;32m<ipython-input-9-2c778a306ebd>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m{\u001b[0m\u001b[0;36m42\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'ham'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m3.14159\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'Amy'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m}\u001b[0m  \u001b[0;31m# lists are mutable and cannot be the elements in a set\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+            "\u001b[0;31mTypeError\u001b[0m: unhashable type: 'list'"
+          ]
+        }
+      ],
+      "source": [
+        "{42, 'ham', 3.14159, None, ['Amy', True]}  # lists are mutable and cannot be the elements in a set"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "iuPE67Nosmqe"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "Like other collections, sets support membership operators `in` and `not in` and built-in function `len()`:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "EX0Z4_6lsmqf",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "52d549c8-af6c-4626-c503-4008a5190c5e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "True"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ],
+      "source": [
+        "'parrot' not in mammals"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "3j19HYzzsmqe",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f2e3c096-b496-406c-f5d7-784937e72ae0"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "5"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "len(integers)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "r6_V3Kxmsmqf"
+      },
+      "source": [
+        "However, sets do not support indexing, slicing, or other ***sequence-like*** behavior, because they do not record element position or order of insertion."
+      ]
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "toc_visible": true
+    },
+    "kernelspec": {
+      "display_name": "Python 3 (ipykernel)",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.7.13"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}
\ No newline at end of file
diff --git a/course_materials/Topic_3_Control_Structures_(with answers).ipynb b/course_materials/Topic_3_Control_Structures_(with answers).ipynb
new file mode 100644
index 0000000..4373bbe
--- /dev/null
+++ b/course_materials/Topic_3_Control_Structures_(with answers).ipynb	
@@ -0,0 +1 @@
+{"cells":[{"cell_type":"markdown","metadata":{"id":"L-IWldJT1QF_"},"source":["\n","# 1 Python Expressions and  Statements\n","\n","\n","A combination of objects and operators that evaluates to a value/object (by itself a simple expression):\n","\n","\n","|Expression|Meaning|\n","|:-- |:-- |\n","|`(...)`, `[...]`, `{key: value...}`, `{...}`|Grouping, list display, dictionary display, set display (comprehension) |\n","|`x[index]`, `x[index:index]`, `x(arguements...)`, `x.attribute`|Indexing, slicing, call, attribute reference|\n","|`x ** y`|Exponentiation|\n","|`+x`, `-x`|Identity, negation|\n","|`x * y`, `x / y`, `x // y`, `x % y`|Multiplication (repetition), division, integer division, remainder (format)|\n","|`x + y`, `x - y`|Addition (concatenation), substraction|\n","|`x < y`, `x <= y`, `x > y`, `x >= y`, `x == y`, `x != y`, <br>`x in y`, `x not in y`, `x is y`,  `x is not y`|Comparisons, membership tests, identity tests|\n","|`not x`|Logical negation|\n","|`x and y`|Logical AND|\n","|`x or y`|Logical OR|\n","|`x if y else z`| Conditional selection |\n","|`lambda arguments: expression`|Anonymous function generation|\n","\n","<br>\n","Python expressions cannot span multiple lines."]},{"cell_type":"markdown","metadata":{"id":"HG-Ei5nq1QGB"},"source":["---\n","\n","**Statements** (typically one per line) are the larger logic of a program's operation, and the **basic units of instruction** that the Python interpreter parses and processes.\n","\n","Statements use and direct (thereby embed) expressions to process objects.\n","\n","\n","|Statement|Role|Example\n","|:-- |:-- |:-- |\n","|Assignment: `=`|Creating and assigning references|`a, b = 'good', 'bad'` <br> `ls = [1, 5]; ls[1] = 2; ls[2:2] = [3, 4]`   |\n","|Augmented assignment: <br>`+=`, `-=`, `*=`, `/=`,  `%=`, etc.| Combining a binary operation and <br> an assignment statement|`a *= 2` <br> `a += b` |\n","|`del`|Deleting references|`del variable` <br> `del object.attribute` <br> `del data[index]` <br> `del data[index:index]`|\n","\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"9GjcGcggI3Z8"},"outputs":[],"source":["x = 7 % 3                # statements use expressions"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":106},"id":"SIyMpNZ9I3Z9","outputId":"fbeb0dca-d732-45c8-a4a4-9d04e32b9111","executionInfo":{"status":"error","timestamp":1708937556213,"user_tz":-480,"elapsed":419,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"SyntaxError","evalue":"invalid syntax. Maybe you meant '==' or ':=' instead of '='? (<ipython-input-2-443cd3beb46b>, line 1)","traceback":["\u001b[0;36m  File \u001b[0;32m\"<ipython-input-2-443cd3beb46b>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    (x = 7) % 3              # but not the other way around!\u001b[0m\n\u001b[0m     ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax. Maybe you meant '==' or ':=' instead of '='?\n"]}],"source":["(x = 7) % 3              # but not the other way around!"]},{"cell_type":"markdown","metadata":{"id":"GLN14Y87I3Z9"},"source":["\n","In general, the interpreter executes statements ***sequentially***, one after the next as it encounters them."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"alFh6R-nI3Z-","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708937632480,"user_tz":-480,"elapsed":312,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"25551e52-5492-4a7e-aab5-333c5f9b3895"},"outputs":[{"output_type":"stream","name":"stdout","text":["Charles is a male at 30 years old.\n"]}],"source":["name = \"Charles\"\n","age =  30\n","gender = \"male\"\n","print(name, 'is a', gender, 'at', age, 'years old.')"]},{"cell_type":"markdown","metadata":{"id":"iGR4TpSs1QGO"},"source":["\n","<br>\n","\n","\n","In many cases, we want programs to have behaviors other than **sequential execution** of statements.\n","\n","For a bank to consider whether or not to offer someone a loan:\n"]},{"cell_type":"markdown","metadata":{"cell_style":"center","id":"ODb6fCqo1QGR"},"source":["\n","| Name |  Income | Decision |\n","|-----|-----|-----|\n","| Amy | 27 | ? |\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/1dt.png\" width=500   style=\"float: left; \"  />\n","\n","Pseudo code:\n","<pre>\n","\n","<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>income >= 30</span> <span style=\"color:#2767C5\";>=></span> approve\n","\n","<span style=\"color:#2767C5\";>else</span> <span style=\"color:#2767C5\";>=></span> reject\n","\n","</pre>"]},{"cell_type":"markdown","metadata":{"id":"NQEKyquU1QGT"},"source":["\n","\n","**Control structures** direct the order of execution of the statements and allow programmers to put some \"logic\" into their python code.\n","\n","Two groups of **control flow statements**:\n","\n","- Conditionals:\n","\n","    - `if` statements\n","\n","- Loops:\n","    - `for` statements (***definite*** loops)\n","    - `while` statements (***indefinite*** loops)\n","    \n","These statements contain (groups of) other statements (spanning multiple lines), and are called **compound statements**."]},{"cell_type":"markdown","metadata":{"id":"PBxb2kWC1QGU"},"source":["\n","<br>\n","\n","# 2 Conditional Execution: The `if` Statement\n","\n","\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"tECSWmEcxh6r"},"source":["\n","## 2.1 Basic Format\n","\n","The `if` statement tests a condition and acts on it depending on whether it's ***true*** or ***false***.\n","\n","The simplest form is as follows:\n"]},{"cell_type":"markdown","metadata":{"id":"IAuAa2O31QGV"},"source":["\n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>:             <span style=\"font-style: italic; color:dark teal;\"># The colon (:) is required</span>\n","                            <span style=\"font-style: italic; color:dark teal;\"># Indentation is used to define a group of statements.</span>\n","<div style=\" border-left: 6px solid red; background-color: #e8e9ea;\">  statement 1               \n","  statement 2                  \n","  ...\n","  statement N</div>    \n","following statement(s)\n","</pre>\n","\n","<br>\n","\n","- `<condition>` is an expression that evaluates to a **Boolean value**.\n","\n","- Contiguous statements ***at the matching indentation level*** are considered part of the same group. They are executed (***sequentially***) only if `<condition>` is `True`. Indentation is part of Python's syntax. It defines the grouping of statements.\n","\n","- If `<condition>` is `False`, the entire group is skipped over and not executed.\n","\n","---"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"KSb2sPvYI3aE","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708938268070,"user_tz":-480,"elapsed":15978,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"99fd12c2-f13a-46d7-bc5b-ba1b9eee7642"},"outputs":[{"output_type":"stream","name":"stdout","text":["Please enter the income of the customer: 40\n","The customer's monthly income is 40.0K\n","Approve!\n"]}],"source":["income=float(input('Please enter the income of the customer: '))\n","\n","if income >= 30:                              # check if the condition is met or not\n","    print(f\"The customer's monthly income is {income}K\")\n","    print(\"Approve!\")"]},{"cell_type":"markdown","metadata":{"id":"wjdevCKJiUlZ"},"source":["Non-Boolean values can be used in place of `<condition>`. Rules for deciding the truthiness or falsehood of a non-Boolean value:\n","\n","- All ***non-zero*** numbers and all ***non-empty*** strings are true;\n","\n","- `0` and the ***empty*** string (`\"\"`) are false;\n","\n","- Other built-in data types that can be considered to be ***empty*** or ***not empty*** follow the same pattern."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"UPYqZRPvH_8X","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708938396212,"user_tz":-480,"elapsed":317,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"584cd4f3-d1af-4ffa-d470-e9e9b0a1bd30"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["False"]},"metadata":{},"execution_count":6}],"source":["# without executing the code, predict the return value\n","bool(\"\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"RCGq2ZPtISCp","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708938402079,"user_tz":-480,"elapsed":454,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"6ecb7341-2d88-4fc2-faaa-a0f8dda229e9"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["False"]},"metadata":{},"execution_count":7}],"source":["# without executing the code, predict the return value\n","bool([])"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"RBMCPV3BI3aD","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708938443541,"user_tz":-480,"elapsed":288,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"692995c2-37fe-425c-9749-4c5c839c104d"},"outputs":[{"output_type":"stream","name":"stdout","text":["Hello, Amy!\n"]}],"source":["name = 'Amy'\n","if name:\n","    print(f\"Hello, {name}!\")"]},{"cell_type":"markdown","metadata":{"id":"pUvGXayBItcy"},"source":["Notice: It is permissible to condense the clause header and the entire group on one line with `;` separating them:\n","\n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>: statement 1; statement 2, ...; statement N</pre>"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"6yVzNHIKIyHq","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708938527344,"user_tz":-480,"elapsed":301,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"09a7c486-4438-4551-d543-1adf4e3aaa8d"},"outputs":[{"output_type":"stream","name":"stdout","text":["Hello, Amy!\n","Hello, Amy+1!\n","Hello, Amy+2!\n"]}],"source":["name = 'Amy'\n","if name: print(f\"Hello, {name}!\"); print(f\"Hello, {name}+1!\"); print(f\"Hello, {name}+2!\")"]},{"cell_type":"markdown","metadata":{"id":"W51jhFDXI3aF"},"source":["\n","\n","## 2.2 Multiway Branching: The `else` and `elif` Clauses\n","\n","\n","\n","The optional `elif` (short for *else if*) and `else` clauses allows conditional execution to be based on multiple alternatives.\n","\n","<br/>\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/4dt.png\" width=500  />\n","\n","\n","Here is a code skeleton that shows the full potention of an `if` statement:\n","\n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition 1&gt;</span>:\n","   statement(s)         \n","\n","<span style=\"color:#2767C5\";>elif</span> <span style=\"color:#BB2F29\";>&lt;condition 2&gt;</span>:\n","   statement(s)\n","   \n","   ...\n","\n","<span style=\"color:#2767C5\";>elif</span> <span style=\"color:#BB2F29\";>&lt;condition N&gt;</span>:\n","   statement(s)   \n","\n","<span style=\"color:#2767C5\";>else</span>:                      <span style=\"font-style: italic; color:dark teal;\"># All clause headers are all at the same indentation level.</span>\n","   statement(s)\n","\n","following statement(s)\n","</pre>\n","\n","\n","\n","- An arbitrary number of `elif` clauses can be specified. Conditions are evaluated in turn and the block corresponding to the first that is `True` is executed.\n","    \n","- Once one of the expressions is `True` and its block is executed, none of the remaining expressions are tested.\n","\n","- If none of the expressions are `True`, and the group of an ***optional*** `else` clause is executed if specified.\n","\n","    - There can be only one `else` clause, and it must be specified last.\n","    \n","    \n","\n","    \n","\n","---\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"6Nh4PGpeI3aG","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708939033405,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"500615f6-5d67-4a7f-e686-2fc883a53350"},"outputs":[{"output_type":"stream","name":"stdout","text":["The customer's monthly income is 50K\n","Collect more information!\n","Done\n"]}],"source":["income = 50\n","\n","print(f\"The customer's monthly income is {income}K\")\n","\n","if income >= 70:\n","    print(\"Approve!\")\n","elif income >= 30:                       # why not 30 <= income < 70?\n","    print(\"Collect more information!\")\n","else:\n","    print(\"Reject!\")\n","\n","print(\"Done\")"]},{"cell_type":"markdown","metadata":{"id":"922WdGwwKPWn"},"source":["<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/5dt.png\" width=500 style=\"float: left; margin-top: 1.5em; \" />\n","\n","*Exercise:* Following the same logic, try to write codes for the above decision rule."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"rH5XP269KVTJ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708939254073,"user_tz":-480,"elapsed":459,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"fcfe9823-7cfd-4c82-d477-4922516f81cc"},"outputs":[{"output_type":"stream","name":"stdout","text":["The customer's monthly income is 60K\n","Conditionally approve!\n","Done\n"]}],"source":["#write your codes here\n","income = 60\n","\n","print(f\"The customer's monthly income is {income}K\")\n","\n","if income >= 70:\n","    print(\"Approve!\")\n","elif income >= 50:\n","    print(\"Conditionally approve!\")\n","elif income >= 30:\n","    print(\"Collect more information!\")\n","else:\n","    print(\"Reject!\")\n","\n","print(\"Done\")"]},{"cell_type":"markdown","metadata":{"id":"3KMM-HKJkP9v"},"source":["<br/>\n","\n","## 2.3 Nested `if` statements\n","\n","\n","An `if` statement enclosed inside another `if` statement is called a ***nested*** `if` statement.\n","\n","\n"," `if` statements can nest (***to arbitrary depth***) to formulate more complicated conditionals.\n","\n","\n","\n"," | Name |  Income  | Criminal | Result |\n","|-----|-----|-----|-----|\n","| Amy | 27 | No | ? |\n","\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/2dt.png\" width=500 style=\"float: left;\" />\n","\n","\n","\n","Pseudo code:\n","\n","<pre>\n","<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>income >= 30</span> <span style=\"color:#2767C5\";>=></span> approve\n","<span style=\"color:#2767C5\";>else</span> =>\n","     <span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>criminal == No</span> <span style=\"color:#2767C5\";>=></span> approve\n","     <span style=\"color:#2767C5\";>else</span> <span style=\"color:#2767C5\";>=></span> reject\n","</pre>"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Q9jLhZjZI3aH"},"outputs":[],"source":["income = 27\n","criminal = \"No\"\n","\n","if income >= 30:\n","    print('Approve!')\n","else:\n","    if criminal == \"No\":\n","        print('Approve!')\n","    else:\n","        print('Reject!')\n","\n","print(\"Done\")"]},{"cell_type":"markdown","metadata":{"id":"C0A8aKmrSgrt"},"source":["Can you use `elif` to implement the same function?"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"9ErPs2JISp7G","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708939609401,"user_tz":-480,"elapsed":311,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"816866f2-f077-4acd-b01d-e6bf12372abc"},"outputs":[{"output_type":"stream","name":"stdout","text":["Approve!\n","Done\n"]}],"source":["# write your codes here\n","income = 27\n","criminal = \"No\"\n","\n","if income >= 30:\n","    print('Approve!')\n","elif criminal == \"No\":\n","    print('Approve!')\n","else:\n","    print('Reject!')\n","\n","print(\"Done\")"]},{"cell_type":"markdown","metadata":{"id":"CBoghJzLI3aI"},"source":["\n","---\n","\n","**<font color='steelblue' > Question</font>**: Write code to describe the decision rules represented by the following decision tree:\n","\n","| Name |  Income | Years | Criminal | Result |\n","|-----|-----|-----|-----|-----|\n","| Amy | 27 |4.2 |  No | ? |\n","\n","\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/3dt.png\" width=500 style=\"float: left; margin-top: 1.5em; \" />\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"rLA3rsLCI3aI","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708939923033,"user_tz":-480,"elapsed":273,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"fb3cd110-06b1-47b9-84b2-3576210dc8bb"},"outputs":[{"output_type":"stream","name":"stdout","text":["Approve!\n"]}],"source":["# try to write code for it by yourself\n","\n","customer = {'Name': 'Amy', 'Income': 27,  'Years': 4.2, 'Criminal': 'No'}\n","\n","# code that implements the decision rule\n","\n","if customer['Income'] >= 70:\n","    print('Approve!')\n","elif customer['Income'] >= 30:\n","    if customer['Years'] >= 2:\n","        print('Approve!')\n","    else:\n","        print('Reject!')\n","else:\n","    if customer['Criminal'] == 'No':\n","        print('Approve!')\n","    else:\n","        print('Reject!')"]},{"cell_type":"markdown","metadata":{"id":"9327fVBG1QHE"},"source":["\n","\n","<br/>\n","\n","## 2.4  Conditional Expressions\n","\n","Python supports an additional decision-making entity called a **conditional expression**.\n","\n","The **conditional operator** has 3 operands. The syntax is as follows:\n","\n","<br>\n","\n","<pre class=\"lang-python\"><span style=\"color:#BB2F29\";>&lt;expression 1&gt;</span> <span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span> <span style=\"color:#2767C5\";>else</span> <span style=\"color:#BB2F29\";>&lt;expression 2&gt;</span>   <span style=\"font-style:italic; color:dark teal;\";># The else part is mandatory</span></pre>\n","\n","\n","<br>\n","\n","- `<condition>` is evaluated first:\n","\n","    - if `True`, the expression evaluates to `<expression 1>`;\n","    \n","    - otherwise, the expression evaluates to `<expression 2>`.\n","\n","\n","<br>\n","\n","The conditional operator provides a syntactic shorthand for the normal `if` statement.\n","\n","\n","    \n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>if</span> a < b:\n","   print('a is less than b')\n","<span style=\"color:#2767C5\";>else</span>:\n","   print('a is greater than or equal to b')\n","</pre>\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"n0fXzuNbndF8","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940098559,"user_tz":-480,"elapsed":312,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"7248dff1-2c5b-4ef1-d0b8-772f870bdc13"},"outputs":[{"output_type":"stream","name":"stdout","text":["a is less than b\n"]}],"source":["a, b = 3, 7\n","print('a is less than b') if a < b else print('a is greater than or equal to b')"]},{"cell_type":"markdown","metadata":{"id":"tSNr3Ha1TrHX"},"source":["A common use of the conditional expression is to select variable assignment.\n","\n","For example, suppose you want to find the larger one of two numbers. Of course, there is a built-in function max() that does just this (and more) that you could use. But suppose you want to write your own code from scratch."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"TlcdUWJ6TtQX"},"outputs":[],"source":["if a > b:\n","    m = a\n","else:\n","    m = b"]},{"cell_type":"markdown","metadata":{"id":"co-CL7ERTut3"},"source":["Compare it with a conditional expression"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"75wUZvPTTv19","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940239840,"user_tz":-480,"elapsed":321,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"e52260d5-c166-49ef-f25c-a526ca0281c1"},"outputs":[{"output_type":"stream","name":"stdout","text":["3\n","7\n","7\n"]}],"source":["a, b = 3, 7\n","print(a)\n","print(b)\n","\n","m = a if a > b else b\n","print(m)\n"]},{"cell_type":"markdown","metadata":{"id":"oGIdrvxn1QHL"},"source":["The conditional expression has lower precedence than virtually all the other operators:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"7zifmINa1QHM"},"outputs":[],"source":["x = y = 1 # chained assignment that sets both x and y to 1"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"DXlZ6Z1x1QHQ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940337169,"user_tz":-480,"elapsed":3,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"9eee2536-171f-436e-c464-c58bbfd6e858"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["16"]},"metadata":{},"execution_count":19}],"source":["5 + (x if x >= y else y) + 10"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"WHv32Lvn1QHh","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940378058,"user_tz":-480,"elapsed":655,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"10ca963a-4d6b-4c4a-f892-a8f566db5f64"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["6"]},"metadata":{},"execution_count":20}],"source":["5 + x if x >= y else y + 10"]},{"cell_type":"markdown","metadata":{"id":"BTDWrrrl1QHk"},"source":["\n","<br/>\n","\n","# 3 Indefinitive Loops: The `while` Statement\n","\n","A `while` loop repeats a sequence of statements until a particular condition is no longer satisfied.\n","\n","The simplest form of a `while` loop is shown below:\n","\n","<br>\n","\n","<pre class=\"lang-python\"><span style=\"color:#2767C5\";>while</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>:            <span style=\"font-style: italic; color:dark teal;\"># The colon (:) is required</span>\n","                              <span style=\"font-style: italic; color:dark teal;\"># Again, indentation is used for grouping</span>\n","<div style=\" border-left: 6px solid red; background-color: #e8e9ea;\">  statement 1               \n","  statement 2                  \n","  ...\n","  statement N</div>  \n","following statement(s)\n","</pre>\n","\n","<br>\n","\n","- When a `while` loop is encountered, `<condition>` is first evaluated to return a **Boolean value**.\n","\n","  - `<condition>` is typically formulated with a variable (called a *counter*) whose value changes with iterations.\n","\n","- Statements ***indented to the same level*** are referred to as the **loop body** and executed if `<condition>` is `True`.\n","        \n","- `<condition>` is then checked again.\n","    \n","- Execution repeats these two steps until `<condition>` becomes `False`.\n"]},{"cell_type":"markdown","metadata":{"id":"2JmYClkzI3aM"},"source":["\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/whileloop.PNG\" width=360/>"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"xY5vf-4O1QHk","scrolled":true,"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940666858,"user_tz":-480,"elapsed":313,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"d29b55e5-31a0-4f65-dff9-40c042cde8ab"},"outputs":[{"output_type":"stream","name":"stdout","text":["5\t4\t3\t2\t1\tComplete!\n"]}],"source":["n = 5\n","while n > 0:                 # n is the counter\n","    print(n, end='\\t')\n","    n = n - 1                # modify the value of the counter in every iteration\n","print(\"Complete!\")"]},{"cell_type":"markdown","metadata":{"id":"03_li4ZDI3aN"},"source":["\n","|Round No.| Value of Counter `n`| Value of Condition `n > 0`| Printed Output|\n","|:-- |:-- |:-- |:-- |\n","|1|`5`|`True`| `5`|\n","|2|`4`|`True`| `4`|\n","|3|`3`|`True`| `3`|\n","|4|`2`|`True`| `2`|\n","|5|`1`|`True`| `1`|\n","|6|`0`|`False`| ❌ |"]},{"cell_type":"markdown","metadata":{"id":"Pb7rff5MYp6l"},"source":["If we want to print the string \"spam\" as follows: spam-> pam-> am-> m"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"-a8Rar4tI3aN","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940803867,"user_tz":-480,"elapsed":292,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"68883b3b-0302-42bd-a26f-94d3e830c32d"},"outputs":[{"output_type":"stream","name":"stdout","text":["spam\tpam\tam\tm\t"]}],"source":["s = 'spam'\n","while s:                  # while s is not empty; more concise than s != ''\n","    print(s, end='\\t')\n","    s = s[1:]"]},{"cell_type":"markdown","metadata":{"id":"tHaW8ECh1QHn"},"source":["\n","- `while` loops can be nested to arbitrary depth.\n","\n","\n","- `while` loops can be nested inside `if` statements, and vice versa.\n","\n","What does the following program do?"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"-zqowxik1QHn","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940914805,"user_tz":-480,"elapsed":322,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"0dc871c9-703f-489e-bc75-b3784523c293"},"outputs":[{"output_type":"stream","name":"stdout","text":["5\t3\t1\t"]}],"source":["n = 5\n","while n:\n","    if n % 2 == 1:\n","        print(n, end='\\t')\n","    n = n - 1"]},{"cell_type":"markdown","metadata":{"id":"DteiHCcbZzFn"},"source":["*Exercise:* Write a program to print all even numbers whose squares are smaller than 100 (the expected output would be 0,2,4,6,8)."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Gqouc7TUaCi_"},"outputs":[],"source":["# write your codes here\n"]},{"cell_type":"markdown","metadata":{"id":"Mu5_qbUYaNyV"},"source":["- A `while` loop can also be specified on one line (for your knowledge, but in practice mostly written in multiple lines to make the logic clear):\n","\n","<pre class=\"lang-python\"><span style=\"color:#2767C5\";>while</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>: statement 1; statement 2; ...; statement N</pre>\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"jeHzxBO-bQhB","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708940976415,"user_tz":-480,"elapsed":296,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"e33fa3bf-527f-4011-8f31-99d040ee6c22"},"outputs":[{"output_type":"stream","name":"stdout","text":["5\t4\t3\t2\t1\t"]}],"source":["n = 5\n","while n > 0:              # n is the counter\n","    print(n, end='\\t')\n","    n = n - 1"]},{"cell_type":"markdown","metadata":{"id":"gTNWbOiBbRpo"},"source":["Try to rewrite the above codes in one line"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"4VcsNc8cbWeh","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1708941009944,"user_tz":-480,"elapsed":7,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"3a4098ee-8448-44f2-ef07-e45a5955f7a7"},"outputs":[{"output_type":"stream","name":"stdout","text":["5\t4\t3\t2\t1\t"]}],"source":["# write your codes here in one line\n","n = 5\n","while n > 0: print(n, end='\\t'); n = n - 1"]},{"cell_type":"markdown","metadata":{"id":"0261MrhZ1QHr"},"source":["- If we accidentally write a `while` loop that theoretically never ends, the code can be terminated by click <kbd>Interrupt</kbd> in the <kbd>Kernel/Runtime</kbd> menu.\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"yeB7AETFI3aO","colab":{"base_uri":"https://localhost:8080/","height":393},"executionInfo":{"status":"error","timestamp":1708941052302,"user_tz":-480,"elapsed":13504,"user":{"displayName":"jing 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                        Traceback (most recent call last)","\u001b[0;32m<ipython-input-26-125233f979d0>\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mwhile\u001b[0m \u001b[0mn\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mn\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0;36m2\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m         \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'\\t'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      5\u001b[0m      \u001b[0;31m# n = n - 1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/ipykernel/iostream.py\u001b[0m in \u001b[0;36mwrite\u001b[0;34m(self, string)\u001b[0m\n\u001b[1;32m    400\u001b[0m             \u001b[0mis_child\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_is_master_process\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    401\u001b[0m             \u001b[0;31m# only touch the buffer in the IO thread to avoid races\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 402\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpub_thread\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mschedule\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0;34m:\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstring\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    403\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mis_child\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    404\u001b[0m                 \u001b[0;31m# mp.Pool cannot be trusted to flush promptly (or ever),\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/ipykernel/iostream.py\u001b[0m in \u001b[0;36mschedule\u001b[0;34m(self, f)\u001b[0m\n\u001b[1;32m    201\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_events\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    202\u001b[0m             \u001b[0;31m# wake event thread (message content is ignored)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 203\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_event_pipe\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mb''\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    204\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    205\u001b[0m             \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/zmq/sugar/socket.py\u001b[0m in \u001b[0;36msend\u001b[0;34m(self, data, flags, copy, track, routing_id, group)\u001b[0m\n\u001b[1;32m    616\u001b[0m                 )\n\u001b[1;32m    617\u001b[0m             \u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgroup\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgroup\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 618\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflags\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mflags\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrack\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtrack\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    619\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    620\u001b[0m     def send_multipart(\n","\u001b[0;32mzmq/backend/cython/socket.pyx\u001b[0m in \u001b[0;36mzmq.backend.cython.socket.Socket.send\u001b[0;34m()\u001b[0m\n","\u001b[0;32mzmq/backend/cython/socket.pyx\u001b[0m in \u001b[0;36mzmq.backend.cython.socket.Socket.send\u001b[0;34m()\u001b[0m\n","\u001b[0;32mzmq/backend/cython/socket.pyx\u001b[0m in \u001b[0;36mzmq.backend.cython.socket._send_copy\u001b[0;34m()\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/zmq/backend/cython/checkrc.pxd\u001b[0m in \u001b[0;36mzmq.backend.cython.checkrc._check_rc\u001b[0;34m()\u001b[0m\n","\u001b[0;31mKeyboardInterrupt\u001b[0m: "]}],"source":["n = 5\n","while n:\n","    if n % 2 == 1:\n","        print(n, end='\\t')\n","     # n = n - 1"]},{"cell_type":"markdown","metadata":{"id":"f_aLYDlN1QHu"},"source":["\n","\n","<br/>\n","\n","# 4 Interrupting Loops: `break` and `continue`\n","\n","Python provides two keywords `break` and `continue` that terminate a loop prematurely:\n"]},{"cell_type":"markdown","metadata":{"id":"0rRygy8v1QHv"},"source":["\n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>while</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>:  \n","        <div style=\" border-left: 6px solid red; background-color: #e8e9ea;\">    statement(s)\n","    \n","    <span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>:     <span style=\"font-style: italic; color:dark teal;\"># execution steps into the block containing continue or break if True </span>\n","       statement(s)\n","       <span style=\"color:#2767C5\";>continue</span> or <span style=\"color:#2767C5\";>break</span>   \n","    \n","    statement(s)        <span style=\"font-style: italic; color:dark teal;\"># skipped over if continue or break is reached </span></div>\n","following statement(s) </pre>\n","\n"]},{"cell_type":"markdown","metadata":{"id":"kJ9uTIQ81QHw"},"source":["\n","- The `break` and `continue` statements are usually further nested in an `if` test to take action in response to some `<condition>`.\n","\n","    - The `continue` statement terminates the ***current*** iteration immediately.\n","    \n","    - The `break` statement immediately terminates a loop ***entirely***."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"xpeXvRCP1QHw"},"outputs":[],"source":["gradebook = [95, 92, 89, 100, 71, 67, 59, 82, 75, 29]"]},{"cell_type":"markdown","metadata":{"id":"x7UeY88xeark"},"source":["How can we get the number of students who have earned scores above 90?\n","- check grades one by one to see the grade is higher than 90\n","- if a grade is higher than 90, we should record that number\n","- if a grade is lower than 90, no need to do anything => maybe a `continue` can be used"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"center","id":"U0f5NBIA1QHy","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709266414447,"user_tz":-480,"elapsed":332,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"47635908-6bc9-410d-bd13-a8c067159cc5"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(3, 10)"]},"metadata":{},"execution_count":3}],"source":["# find how many students have earned scores above 90 points\n","\n","i = 0\n","count_above = 0\n","\n","while i < len(gradebook):\n","    i += 1\n","    if gradebook[i-1] <= 90:  # when a grade is not above 90, we should go to the next iteraction\n","        continue\n","    count_above += 1     # otherwise, we add count_above by 1\n","\n","count_above, i"]},{"cell_type":"markdown","metadata":{"id":"hEbteJn-gXDc"},"source":["**<font color='steelblue' > Question</font>**: how to accomplish this task by using `break`?\n","\n","Hint: consider sort the gradebook first\n","\n","- By sorting the gradebook from highest to lowest, we only need to check all grades that are higher than 90\n","\n","- It means we do not need to check all grades, as long as the currect grade is lower than 90, we can leave the loop==> a `break` might be needed"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"zbf67I931QH6","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709266563726,"user_tz":-480,"elapsed":319,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"3b9ec26d-a8d8-4212-f491-c0a1fec56ae9"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[100, 95, 92, 89, 82, 75, 71, 67, 59, 29]"]},"metadata":{},"execution_count":4}],"source":["gradebook_sorted = sorted(gradebook, reverse=True)\n","gradebook_sorted"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"IZejEOCh1QIA","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709266610740,"user_tz":-480,"elapsed":310,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"77210633-b595-46c6-f081-9bec36f40464"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(3, 4)"]},"metadata":{},"execution_count":5}],"source":["i = 0\n","count_above = 0\n","\n","while i < len(gradebook_sorted):\n","    i += 1\n","    if gradebook_sorted[i-1] <= 90:\n","        break\n","    count_above += 1\n","\n","count_above, i"]},{"cell_type":"markdown","metadata":{"id":"OtVi3kvPg7TW"},"source":["Compare the value of the counter i when using `continue` and `break` above."]},{"cell_type":"markdown","metadata":{"id":"KDltpy0o1QID"},"source":["- A `break` or `continue` statement in **nested loops** applies to the ***nearest*** enclosing loop.\n","\n","<br>\n","\n","\n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>while</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>:  \n","\n","    statement(s)   \n","\n","    <span style=\"color:#2767C5\";>while</span> <span style=\"color:#BB2F29\";>&lt;condition&gt;</span>:\n","        statement(s)  \n","        <span style=\"color:#2767C5\";>continue</span> or <span style=\"color:#2767C5\";>break</span>              <span style=\"font-style: italic; color:dark teal;\"># apply to the inner loop</span>\n","\n","    <span style=\"color:#2767C5\";>continue</span> or <span style=\"color:#2767C5\";>break</span>                  <span style=\"font-style: italic; color:dark teal;\"># apply to the outer loop</span></pre>  \n","\n"]},{"cell_type":"markdown","metadata":{"id":"JlM8WWjxjJHM"},"source":["What if we want to get the number of students in different score ranges 91-100, 81-90, 71-80, 61-70, ..., 11-20, 1-10?"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"hSqkiZCX1QID"},"outputs":[],"source":["gradebook_sorted"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"nGuVkvoVI3aQ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709267043497,"user_tz":-480,"elapsed":290,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"4da166cf-8d78-4cd7-ef14-ec8e47134bca"},"outputs":[{"output_type":"stream","name":"stdout","text":["3 students have earned scores of 91 to 100 points\n","2 students have earned scores of 81 to 90 points\n","2 students have earned scores of 71 to 80 points\n","1 students have earned scores of 61 to 70 points\n","1 students have earned scores of 51 to 60 points\n","0 students have earned scores of 41 to 50 points\n","0 students have earned scores of 31 to 40 points\n","1 students have earned scores of 21 to 30 points\n","0 students have earned scores of 11 to 20 points\n","0 students have earned scores of 1 to 10 points\n"]}],"source":["i = 0\n","threshold = 90\n","\n","while threshold >= 0:\n","    count = 0\n","\n","    while i < len(gradebook_sorted):\n","        if gradebook_sorted[i] <= threshold:\n","            break\n","        count += 1\n","        i += 1\n","\n","    print(f'{count} students have earned scores of {threshold+1} to {threshold+10} points')\n","    threshold -= 10"]},{"cell_type":"markdown","metadata":{"id":"3wYJAE7H1QIW"},"source":["\n","\n","\n","\n","<br/>\n","\n","# 5 Definitive Loops: The `for` Statement\n","\n","\n","A `for` statement allows for looping over sequences, processing them one item at a time.\n","\n","The simple form of a `for` loop is as follows:\n","\n","\n"," <br>\n","\n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>for</span> <span style=\"color:#BB2F29\";>&lt;variable&gt;</span> <span style=\"color:#2767C5\";>in</span> <span style=\"color:#BB2F29\";>&lt;iterable&gt;</span>:  \n","\n","    statement(s)                 <span style=\"font-style: italic; color:dark teal;\"># The break and continue statements also work the same here</span>\n","\n","following statements</pre>\n","\n","      \n","<br>\n","\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/forloop.png\" width=600/>\n","\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"PX_dL148I3aR","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709267270979,"user_tz":-480,"elapsed":322,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"146b5cb3-4864-4508-f8db-180c99dccbb6"},"outputs":[{"output_type":"stream","name":"stdout","text":["1\t4\t9\t16\t25\t"]}],"source":["for num in [1, 2, 3, 4, 5]:\n","    print(num**2, end='\\t')"]},{"cell_type":"markdown","metadata":{"id":"vSeMeMCZI3aR"},"source":["\n","- When a `for` loop is encountered, execution starts to step through the elements in `<iterable>` ***in turn***.\n","    \n","    - `statement(s)` often operate on the element which `<variable>` currently refers to.\n","    \n","    - When `<iterable>` is not exhausted, the next element is assigned to `<variable>` when control returns to the top.\n","\n","- The loop exits once all elements in `<iterable>` have been visited.\n","\n","- `<iterable>` are something capable of returning its members one at a time (or over which we can iterate), including a list, a string, a tuple, a dictionary view, etc."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"EjfkIYt91QIW","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709267458403,"user_tz":-480,"elapsed":372,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"3fecab13-4edc-4272-d549-de68ef14385b"},"outputs":[{"output_type":"stream","name":"stdout","text":["P*y*t*h*o*n* *P*r*o*g*r*a*m*m*i*n*g*"]}],"source":["# A string is also an iterable\n","for letter in \"Python Programming\":\n","    print(letter, end='*')"]},{"cell_type":"markdown","metadata":{"id":"gZgXma561QIY"},"source":["Comparing the counter-based `while` loops, `for` loops handle the details of the iteration automatically:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"yDEXIZFg1QIZ"},"outputs":[],"source":["gradebook"]},{"cell_type":"markdown","metadata":{"id":"3L4SmQQLo_-X"},"source":["Previously, we used the `while` loop to count the number of students who have earned scores above 90."]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"VGFtFB5HI3aS"},"outputs":[],"source":["i = 0\n","count_above = 0\n","\n","while i < len(gradebook):\n","    i = i + 1\n","    if gradebook[i-1] <= 90:\n","        continue\n","    count_above += 1\n","\n","count_above"]},{"cell_type":"markdown","metadata":{"id":"vqKj5SyKo4je"},"source":["We can achieve the same goal using the `for` loop"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"rlVQ6yWk1QIb","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709267564256,"user_tz":-480,"elapsed":291,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"381fb2ab-644a-4002-cb53-2f830ce293ee"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["3"]},"metadata":{},"execution_count":9}],"source":["count_above = 0\n","\n","for score in gradebook:\n","    if score <= 90:\n","        continue\n","    count_above += 1\n","\n","count_above"]},{"cell_type":"markdown","source":["**Question**: Can you predict the output of the following Python code snippet?\n","```Python\n","numbers = [1, 2, 3, 4, 5, 6, 7, 8, 9]\n","for num in numbers:\n","    if num % 2 == 0:\n","        continue\n","    if num > 5:\n","        break\n","    print(num, end=\" \")\n","```"],"metadata":{"id":"_seRcayAO_re"}},{"cell_type":"markdown","metadata":{"id":"9V_sPhST1QIe"},"source":["\n","- `for` loops can also nest arbitrarily deeply:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"CMM5uqsV1QIf"},"outputs":[],"source":["gradebooks = [[95, 92], [89, 100, 59]]"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"_YIsf8O-1QIj","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268168169,"user_tz":-480,"elapsed":295,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"40ae24ef-de06-4b1f-d712-efafc22f1392"},"outputs":[{"output_type":"stream","name":"stdout","text":["Course 1: 95 92 \n","Course 2: 89 100 59 \n"]}],"source":["i = 1\n","for gradebook in gradebooks:\n","    print(f'Course {i}:', end = ' ')\n","    for score in gradebook:\n","        print(score, end =' ')\n","    i += 1\n","    print(end='\\n')"]},{"cell_type":"markdown","metadata":{"id":"nwLu8shs1QIt"},"source":["\n","\n","<br/>\n","\n","# 6 Loop Coding Techniques\n","\n","\n","\n","\n","\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"Woo_y3iBI3aT"},"source":["\n","## 6.1 Counter-style Traversals with `range()`\n","\n","How can we know the index of a list element?\n","\n","```python\n","records = ['Amy', 1400, 'Yes', False, 'Jane', 1355, 'No', False, 'Brian', 2000, 'Yes', True]\n","```\n","\n","```\n","Amy at position 0\n","Jane at position 4\n","Brian at position 8\n","\n","```\n","\n","\n","\n","To generate indices to iterate through on demand in a `for` loop, we can use [`range()`](https://docs.python.org/3/library/stdtypes.html#range) (the constructor for an immutable sequence of integers) to create a **range** object:\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Z7fOjl1P1QIu","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268322194,"user_tz":-480,"elapsed":281,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"091967ea-b020-484b-b26c-5b21835c31e3"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["range(0, 5)"]},"metadata":{},"execution_count":12}],"source":["range(5)"]},{"cell_type":"markdown","metadata":{"id":"3BiAtrF_1QIx"},"source":["The content of a range object can be displayed by a list call:"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"center","id":"9PclUvTd1QIy","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268379902,"user_tz":-480,"elapsed":316,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"e153692c-92d3-442d-8beb-966357dea1d7"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[0, 1, 2, 3, 4]"]},"metadata":{},"execution_count":13}],"source":["list(range(5))     # start defaults to 0"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"center","id":"1Tc45o_y1QI4","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268414281,"user_tz":-480,"elapsed":301,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"c634cafc-0a4f-4e31-fa68-d68ca56393b6"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[2, 3, 4, 5, 6]"]},"metadata":{},"execution_count":14}],"source":["list(range(2, 7))  # step defaults to 1"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"center","id":"-t-dB7ly1QI7","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268474696,"user_tz":-480,"elapsed":328,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"0b3bc9b9-0460-4712-d26e-c4113518806c"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[0, 3, 6]"]},"metadata":{},"execution_count":15}],"source":["list(range(0, 7, 3))  # set step to 3"]},{"cell_type":"markdown","metadata":{"id":"O8eY1AcY1QI_"},"source":["The content is a sequence of integers in arithmetic progression between the start (***inclusive***) and the stop (***exclusive***):\n","\n","$[start, start + step, start+2 \\times step, \\dots, start+i \\times step, \\dots ]$\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"pgZNo28wI3aV","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268538648,"user_tz":-480,"elapsed":313,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"33139696-fdb7-43fc-e549-2ee18cece0bf"},"outputs":[{"output_type":"stream","name":"stdout","text":["0\t1\t2\t3\t4\t"]}],"source":["for i in range(5):\n","    print(i, end = '\\t')"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"PAn6sBvz1QJB","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268646368,"user_tz":-480,"elapsed":292,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"c07b78c4-1754-41f7-e90d-c5834123883d"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['Amy at position 0', 'Jane at position 4', 'Brian at position 8']"]},"metadata":{},"execution_count":17}],"source":["records = ['Amy', 1400, 'Yes', False, 'Jane', 1355, 'No', False, 'Brian', 2000, 'Yes', True]\n","output_strings = [f'{records[i]} at position {i}' for i in range(0, len(records), 4)]  #list comprehension\n","output_strings"]},{"cell_type":"markdown","metadata":{"id":"-T9s8ydazQ8C"},"source":["\n","\n","**<font color='steelblue' >Question</font>**: Can you create a nested list that organizes each customer record with a sublist using list comprehension?\n","\n","```python\n","records = ['Amy', 1400, 'Yes', False, 'Jane', 1355, 'No', False, 'Brian', 2000, 'Yes', True]\n","```\n","\n","\n","```python\n","[['Amy', 1400, 'Yes', False],\n"," ['Jane', 1355, 'No', False],\n"," ['Brian', 2000, 'Yes', True]]\n","```"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"GJVj1UY0zTtb","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268862210,"user_tz":-480,"elapsed":302,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"4d4d1189-d4e9-49d4-c477-d55242c90b23"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[['Amy', 1400, 'Yes', False],\n"," ['Jane', 1355, 'No', False],\n"," ['Brian', 2000, 'Yes', True]]"]},"metadata":{},"execution_count":18}],"source":["# write your codes here\n","[[records[i], records[i+1], records[i+2], records[i+3]] for i in range(0, len(records), 4)]"]},{"cell_type":"markdown","metadata":{"id":"tBCNON631QJF"},"source":["<br>\n","\n","## 6.2 Iterating over Index-value Pairs with **`enumerate()`**\n","\n","The [`enumerate()`](https://docs.python.org/3/library/functions.html#enumerate) funcition provides a simpler way to generate both indices and items for a loop."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"4vzI4VhU1QJF","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268950009,"user_tz":-480,"elapsed":1,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"870ab9c2-faf6-4d3d-e100-bddfdccd986d"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<enumerate at 0x7e6f7cd47480>"]},"metadata":{},"execution_count":19}],"source":["enum = enumerate('python')\n","enum"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"fYtCZKGs1QJJ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709268969269,"user_tz":-480,"elapsed":329,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"a79025c9-3d97-444b-e5a1-ebbc9a440433"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[(0, 'p'), (1, 'y'), (2, 't'), (3, 'h'), (4, 'o'), (5, 'n')]"]},"metadata":{},"execution_count":20}],"source":["list(enum)     #  the content can also be displayed by a list call"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"FgKAXHpq1QJM","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269067591,"user_tz":-480,"elapsed":316,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"ff0d3a7f-442a-4a20-d22b-42ad3e7d4253"},"outputs":[{"output_type":"stream","name":"stdout","text":["p appears at position 0\n","y appears at position 1\n","t appears at position 2\n","h appears at position 3\n","o appears at position 4\n","n appears at position 5\n"]}],"source":["for index, item in enumerate('python'):\n","    print(item, 'appears at position', index)"]},{"cell_type":"markdown","metadata":{"id":"DF1S2nzZuksf"},"source":["*Exercise:*\n","    \n","Make use of enumerate() function and list comprehension to find the index of elements starting with \"w\":\n","\n","```python\n","l = ['Python', 'programming', 'language', 'allows', 'the', 'use', 'of', 'a', 'while', 'loop', 'inside', 'another', 'while', 'loop']\n","```"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"L---q5zFul2r","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269299275,"user_tz":-480,"elapsed":3,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"d0f8ddae-d70e-4814-ce31-9e9c1496f8bf"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[8, 12]"]},"metadata":{},"execution_count":25}],"source":["l = ['Python', 'programming', 'language', 'allows', 'the', 'use', 'of', 'a', 'while', 'loop', 'inside', 'another', 'while', 'loop']\n","# write your codes here\n","[index for index, item in enumerate(l) if item[0] == \"w\"]"]},{"cell_type":"markdown","metadata":{"id":"5X_CzNhm1QJO"},"source":["\n","<br/>\n","\n","## 6.3 Parallel Traversals with **`zip()`**\n","\n","\n","```python\n","names = ['John', 'Danny', 'Tyrion', 'Sam']\n","balances = [20, 10, 5, 40]\n","students = ['Yes', 'No', 'Yes', 'No']\n","outcomes = [False, False, True, True]\n","```\n","\n","```\n","John : False\n","Danny : False\n","Tyrion : True\n","Sam : True\n","```\n","\n"]},{"cell_type":"markdown","metadata":{"id":"G226xGTUJxBu"},"source":["The built-in [`zip()`](https://docs.python.org/3/library/functions.html#zip) function allows us to visit multiple sequences ***in parallel***.\n","\n","\n","`zip()` takes one or more sequences as arguments and returns a series of tuples that pair up parallel items taken from those sequences:\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/zip1.svg\" width=500/>\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"center","id":"3t73kol61QJT","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269498430,"user_tz":-480,"elapsed":339,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"babacf6c-cf61-4434-957f-4aff0a3bda2d"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<zip at 0x7e6f4a2a2580>"]},"metadata":{},"execution_count":26}],"source":["names = ['John', 'Danny', 'Tyrion', 'Sam']\n","balances = [20, 10, 5, 40]\n","students = ['Yes', 'No', 'Yes', 'No']\n","outcomes = [False, False, True, True]\n","\n","zipped = zip(names, balances, students, outcomes)\n","zipped"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ZY6trgg_1QJX","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269507168,"user_tz":-480,"elapsed":308,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"8a8a734f-9309-4378-9127-ff2dfcd8f6aa"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[('John', 20, 'Yes', False),\n"," ('Danny', 10, 'No', False),\n"," ('Tyrion', 5, 'Yes', True),\n"," ('Sam', 40, 'No', True)]"]},"metadata":{},"execution_count":27}],"source":["list(zipped)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"3DKcQncQO7Rf","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269568689,"user_tz":-480,"elapsed":382,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"38770234-bc20-4cc5-b027-ab65159b4ad5"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[('John', 20, 'Yes', False),\n"," ('Danny', 10, 'No', False),\n"," ('Tyrion', 5, 'Yes', True),\n"," ('Sam', 40, 'No', True)]"]},"metadata":{},"execution_count":28}],"source":["[*zip(names, balances, students, outcomes)] #* is an unpacking operator"]},{"cell_type":"markdown","metadata":{"id":"cUQnhp9I1QJZ"},"source":["Now, we can step over elements from multiple lists within a single comprehension:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"QmyoOOqy1QJb","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269672005,"user_tz":-480,"elapsed":303,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"5a3674d3-6147-42d9-c46b-f6a178a2b11e"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['John: False', 'Danny: False', 'Tyrion: True', 'Sam: True']"]},"metadata":{},"execution_count":29}],"source":["[f'{name}: {outcome}' for name, *others, outcome in zip(names, balances, students, outcomes)]  # use sequence unpacking"]},{"cell_type":"code","source":["[f'{name}: {outcome}' for name, outcome in zip(names, outcomes)]"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"gZteX0RSaZXU","executionInfo":{"status":"ok","timestamp":1709269705957,"user_tz":-480,"elapsed":305,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"a27d5ff4-e8a6-406b-eada-17a6ccd9ccf7"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["['John: False', 'Danny: False', 'Tyrion: True', 'Sam: True']"]},"metadata":{},"execution_count":30}]},{"cell_type":"markdown","metadata":{"id":"w9O-uH7J1QJh"},"source":["`zip()` truncates results at the length of the shortest sequence when the argument lengths differ:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"k5-0efOA1QJi","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269764912,"user_tz":-480,"elapsed":286,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"fc4ae748-bb9f-4b29-a148-89ab37cacb39"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[('a', 'x'), ('b', 'y'), ('c', 'z')]"]},"metadata":{},"execution_count":31}],"source":["list(zip('abc', 'xyz123'))"]},{"cell_type":"markdown","metadata":{"id":"8MP3aMuMQMlL"},"source":["\n","**<font color='steelblue' >Question</font>**: Can you extract the scores below into a new collection without using a comprehension?\n","\n","```python\n","gradebook = [['Alice', 95], ['Troy', 92], ['James', 89], ['Charles', 100], ['Bryn', 59]]\n","```"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"iobgwxK3PArB","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709269980284,"user_tz":-480,"elapsed":398,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"85984718-ce00-4dba-c364-ee5deb81ab51"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(95, 92, 89, 100, 59)"]},"metadata":{},"execution_count":34}],"source":["gradebook = [['Alice', 95], ['Troy', 92], ['James', 89], ['Charles', 100], ['Bryn', 59]]\n","# write your codes here\n","list(zip(*gradebook))[1]"]},{"cell_type":"markdown","metadata":{"id":"X8ExSsBU1QJw"},"source":["\n","<br/>\n","\n","## (Optional) 6.4 Nested Comprehension"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"YheQtAh4I3ab"},"outputs":[],"source":["gradebooks = [[['Alice', 95], ['Troy', 92]], [['James', 89], ['Charles', 100], ['Bryn', 59]]]"]},{"cell_type":"markdown","metadata":{"id":"4RNnEZdE1QKE"},"source":["To pull out data on scores only, we can code ***nested*** loops, each removing one level of nesting:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ckdva-CL1QKF","scrolled":true},"outputs":[],"source":["[score for course in gradebooks for name, score in course]\n","# sequence unpacking is also used here; so we only need a 2-level loop to remove 3 levels of nesting"]},{"cell_type":"markdown","metadata":{"id":"vIb9SWk81QKH"},"source":["The general structure of comprehensions looks like this:\n","\n","<pre>[ expression <span style=\"color:#2767C5\";>for</span> target_1 <span style=\"color:#2767C5\";>in</span> iterable_1 [<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition_1&gt;</span>]\n","             <span style=\"color:#2767C5\";>for</span> target_2 <span style=\"color:#2767C5\";>in</span> iterable_2 [<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition_2&gt;</span>] ...\n","             <span style=\"color:#2767C5\";>for</span> target_N <span style=\"color:#2767C5\";>in</span> iterable_N [<span style=\"color:#2767C5\";>if</span> <span style=\"color:#BB2F29\";>&lt;condition_N&gt;</span>] ]</pre>\n","             \n","             \n","We can nest a comprehension in the output expression to retain the existing nesting and produce grouped data:             "]},{"cell_type":"code","execution_count":null,"metadata":{"id":"pyu9Wzj71QKI"},"outputs":[],"source":["[[score for name, score in course] for course in gradebooks]"]},{"cell_type":"markdown","metadata":{"id":"NjDit7qC1QKK"},"source":["Sublists produced by the inner comprehension can be further fed into some aggregation functions, like `max()`, `sum()`, etc., to yield group statistics:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"7amz5Hb31QKL"},"outputs":[],"source":["[max([score for name, score in course]) for course in gradebooks]"]},{"cell_type":"markdown","metadata":{"id":"URmKgSzDHh2n"},"source":["\n","**<font color='steelblue' >Question</font>**: Write a comprehension to calculate the number of students who earned scores above 90 for each course.\n","\n","```python\n","gradebooks = [[['Alice', 95], ['Troy', 92]], [['James', 89], ['Charles', 100], ['Bryn', 59]]]\n","```"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Zfdd7uiZIJMi"},"outputs":[],"source":["# write your code here"]},{"cell_type":"markdown","metadata":{"id":"CVQzZFdXINGC"},"source":["\n","**<font color='steelblue' >Question</font>**: Write code to generate all pairs of students from the list below.\n","\n","```python\n","students = ['Alice', 'Troy', 'James', 'Charles', 'Bryn']\n","```\n","\n","The expected output is as follows:\n","\n","```\n","[('Alice', 'Troy'),\n"," ('Alice', 'James'),\n"," ('Alice', 'Charles'),\n"," ('Alice', 'Bryn'),\n"," ('Troy', 'James'),\n"," ('Troy', 'Charles'),\n"," ('Troy', 'Bryn'),\n"," ('James', 'Charles'),\n"," ('James', 'Bryn'),\n"," ('Charles', 'Bryn')]\n","```"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"2e1PDNSiWQCH"},"outputs":[],"source":["# write your codes here\n","students = ['Alice', 'Troy', 'James', 'Charles', 'Bryn']\n"]},{"cell_type":"markdown","metadata":{"id":"viCjWLz0I3ac"},"source":["---\n","\n","<br>\n","\n","# 7 Exception Handling: The `try` Statement\n","\n","\n","Even if a statement or expression is syntactically correct, it may cause an error/exception:\n"]},{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":141},"id":"IsqFrE4tI3ac","outputId":"2daf32db-828c-4a5d-c62e-2d9e35adafab","executionInfo":{"status":"error","timestamp":1709540726388,"user_tz":-480,"elapsed":4,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"ZeroDivisionError","evalue":"division by zero","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mZeroDivisionError\u001b[0m                         Traceback (most recent call last)","\u001b[0;32m<ipython-input-1-0b280f36835c>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;36m10\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mZeroDivisionError\u001b[0m: division by zero"]}],"source":["10 * (1/0)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":141},"id":"-f_s6kHRI3ad","outputId":"f80cdf97-121a-49aa-d087-589863847f20","executionInfo":{"status":"error","timestamp":1709270161906,"user_tz":-480,"elapsed":369,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"NameError","evalue":"name 'spam' is not defined","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-36-c8ef1c0a2ff8>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;36m4\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mspam\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;36m3\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mNameError\u001b[0m: name 'spam' is not defined"]}],"source":["4 + spam * 3"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":141},"id":"ci8IDiySI3ad","outputId":"e90e2f06-bb06-4b22-ae0e-4a508babec01","executionInfo":{"status":"error","timestamp":1709270176587,"user_tz":-480,"elapsed":300,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"TypeError","evalue":"can only concatenate str (not \"int\") to str","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-37-d2b23a1db757>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m'2'\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mTypeError\u001b[0m: can only concatenate str (not \"int\") to str"]}],"source":["'2' + 2"]},{"cell_type":"markdown","metadata":{"id":"MNPBZZzeI99Y"},"source":["What do we want to happen when these errors occur? Should the program simply crash?\n","\n","No, we want it to gracefully handle these exceptions."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"zSq31GeDI-bS","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709270281975,"user_tz":-480,"elapsed":294,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"49015dff-68d4-461c-abef-599673d7d244"},"outputs":[{"output_type":"stream","name":"stdout","text":["Don't use 0 as the divisor!\n"]}],"source":["try:\n","    10 * (1/0)\n","except ZeroDivisionError:\n","    print(\"Don't use 0 as the divisor!\")"]},{"cell_type":"markdown","metadata":{"id":"NBN-2LsFI3ad"},"source":["\n","\n","Here is a code skeleton that shows the full potential of the `try` statement:\n","\n","<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>try</span>:\n","   statement(s)         \n","\n","<span style=\"color:#2767C5\";>except</span> <span style=\"color:#BB2F29\";>&lt;Type 1 Error&gt;</span>:\n","   statement(s)\n","   \n","   ...\n","\n","<span style=\"color:#2767C5\";>except</span> <span style=\"color:#BB2F29\";>&lt;Type n Error&gt;</span>:\n","   statement(s)   \n","   \n","<span style=\"color:#2767C5\";>else</span>:\n","   statement(s)      \n","\n","<span style=\"color:#2767C5\";>finally</span>:                      <span style=\"font-style: italic; color:dark teal;\"># All clause headers are all at the same indentation level.</span>\n","   statement(s)\n","\n","following statement(s)\n","</pre>\n","\n","<br>\n","\n","- An arbitrary number of `except` clauses can be specified under the `try` clause to handle different exceptions, e.g., `RuntimeError`, `TypeError`, `NameError`, etc.\n","\n","\n","- If no exception occurs in the `try` clause, all the following `except` clauses are skipped.\n","\n","- If an exception occurs in the `try` clause, the rest of the `try` clause is skipped. Then\n","\n","    - If the exception type is matched by an `except` clause, that clause is executed and then execution continues after the `try` statement.\n","    \n","    - If an exception occurs with no match in the following `except` clauses, execution is stopped and we get the standard error.\n","\n","- In effect, at most one handler will be executed. An `except` clause may name multiple exceptions as a parenthesized tuple, for example: `except (RuntimeError, TypeError, NameError): `\n","\n","- The `try` statement has an optional `else` clause, which must follow all `except` clauses and is executed only when the `try` clause does not raise an exception.\n","\n","- The `try` statement supports another optional `finally` clause, which is intended to define clean-up actions that must be executed under all circumstances, such as closing a file or releasing a lock, regardless of whether an exception was raised or not.\n","\n"]},{"cell_type":"code","execution_count":2,"metadata":{"id":"dxngkyfGWQCI","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709542229865,"user_tz":-480,"elapsed":541,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"140680fd-5e4e-4248-b030-4adfd7a8b11d"},"outputs":[{"output_type":"stream","name":"stdout","text":["division by zero\n","unsupported operand type(s) for /: 'str' and 'int'\n","2.5\n","4.0\n","list index out of range\n"]}],"source":["lst = [1, 'text', 5, 12]\n","for i in range(5):\n","    try:\n","        print(lst[i] / i)\n","    except (TypeError, ZeroDivisionError) as error1:  # you can give a name to the captured error using the as keyword\n","        print(error1)\n","    except IndexError as error2:\n","        print(error2)"]},{"cell_type":"code","execution_count":3,"metadata":{"id":"TqXPYq7EWQCJ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709542438834,"user_tz":-480,"elapsed":35799,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"dfc3514d-de64-4c34-a98b-dcd1a145bfbe"},"outputs":[{"output_type":"stream","name":"stdout","text":["Please enter an integer: 1.3\n","Oops! That was not a valid integer.\n","Please try again...\n","Please enter an integer: 5.8\n","Oops! That was not a valid integer.\n","Please try again...\n","Please enter an integer: 10\n","What you input is 10!\n","Done!\n"]}],"source":["while True:\n","    try:\n","        x = int(input(\"Please enter an integer: \"))\n","    except ValueError:\n","        print(\"Oops! That was not a valid integer.\")\n","        print(\"Please try again...\")\n","    else:               # execute when the try clause does not raise an exception.\n","        print(f\"What you input is {x}!\")\n","        print(\"Done!\")\n","        break"]},{"cell_type":"markdown","metadata":{"id":"k1JnkTL1WQCJ"},"source":["Below are some common types of `Error`s in python:\n","\n","|Type|\tDescription| Example|\n","|:-- |:-- | :-- |\n","|`AttributeError`| Raised on the attribute assignment or reference fails. |  `a_tuple = 1, 2, 3` <br> `a_tuple.sort()`|\n","|`ImportError`| Raised when the import statement has troubles trying to load a module. | `import panda` |\n","|`IndexError`|Raised when the index of a sequence is out of range.| `numbers = [1, 2, 3, 4]` <br>`numbers[6]`|\n","|`NameError`| Raised when a variable is not found in the local or global scope. | `course = \"ISOM3400\"` <bR> `print(corse)` |\n","|`TypeError`| Raised when a function or operation is applied to an object of an incorrect type. | `3 + '0.4' `|\n","|`ValueError`|Raised when a function gets an argument of correct type but improper value.|`int('I have $3.8 in my pocket')` |\n","|`ZeroDivisionError`|Raised when the second operand of a division or module operation is zero.| `5 / 0`|\n","\n","\n","\n","Please refer to this [Web page](https://docs.python.org/3/library/exceptions.html) for a full list of built-in exceptions in Python."]},{"cell_type":"markdown","metadata":{"id":"Ka9oT09s1QKN"},"source":["---\n","\n","<br>\n","\n","# Appendix: Python Statements\n","\n","\n","\n","\n","|Statement|Role|Example\n","|:-- |:-- |:-- |\n","|Assignment: `=`|Creating and assigning references|`a, b = 'good', 'bad'` <br> `ls = [1, 5]; ls[1] = 2; ls[2:2] = [3, 4]`   |\n","|Augmented assignment: <br>`+=`, `-=`, `*=`, `/=`,  `%=`, etc.| Combining a binary operation and <br> an assignment statement|`a *= 2` <br> `a += b` |\n","|`del`|Deleting references|`del variable` <br> `del object.attribute` <br> `del data[index]` <br> `del data[index:index]`|\n","|`if/elif/else`| Selecting actions|`if \"python\":` <br> &nbsp; &nbsp; `print(\"programming\")` |\n","|`for`| Definite loops |`for x in \"python\":` <br> &nbsp; &nbsp;  &nbsp;`print(x)` |\n","|`while`| Indefinite/general loops |`while x > 0:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `print(\"positive\")` |\n","|`break`| Loop exit |`while True:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `if exittest(): break` |\n","|`continue`| Loop continue |`while True:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `if skiptest(): continue` |\n","|`try/except/finally`| Catching exceptions |`try:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `action()` <br> `except:` <br> &nbsp; &nbsp; &nbsp; &nbsp; `print('action error')` |\n","  \n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"F_c1SJi1WQCJ"},"outputs":[],"source":[]}],"metadata":{"colab":{"provenance":[],"toc_visible":true},"hide_input":false,"kernelspec":{"display_name":"Python 3 (ipykernel)","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.7.13"},"toc":{"base_numbering":1,"nav_menu":{},"number_sections":false,"sideBar":true,"skip_h1_title":false,"title_cell":"Table of Contents","title_sidebar":"Contents","toc_cell":false,"toc_position":{},"toc_section_display":true,"toc_window_display":false}},"nbformat":4,"nbformat_minor":0}
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+{"cells":[{"cell_type":"markdown","metadata":{"id":"LZRm-tkN4vyA"},"source":["\n","# 1 Functions\n","\n","For a bank to consider whether or not to offer someone a loan:\n","\n","\n","\n","\n","\n","| Name |  Income | Years | Criminal | Decision |\n","|-----|-----|-----|-----|-----|\n","| Amy | 27 |4.2 |  No | ? |\n","| Sam | 32 |1.5 |  No | ? |\n","| Jane | 55 | 3.5  | Yes | ? |\n","|...|\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"TzytERd8AiKQ"},"outputs":[],"source":["customer_1 = {'name': 'Amy', 'income': 27, 'years': 4.2, 'criminal': 'No'}"]},{"cell_type":"markdown","metadata":{"cell_style":"split","id":"jgxMndyHAiKb"},"source":["<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/3dt.png\" width=500  />\n"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"eWNutezz4vyD","outputId":"c120c941-61df-40d1-985c-737a97173a18","scrolled":false,"executionInfo":{"status":"ok","timestamp":1709865464653,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["Approve\n"]}],"source":["if customer_1['income'] >= 70:\n","    print('Approve')\n","\n","elif customer_1['income'] >= 30:\n","    if customer_1['years'] >= 2:\n","        print(\"Approve\")\n","    else:\n","        print(\"Reject\")\n","\n","else:\n","    if customer_1['criminal'] == \"No\":\n","        print('Approve')\n","    else:\n","        print('Reject')"]},{"cell_type":"markdown","metadata":{"id":"nDQYB9924vyF"},"source":["What if we want to make a decsion for a different customer, say `customer_2`:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"OcDbDCLE4vyG"},"outputs":[],"source":["customer_2 = {'name': 'Sam', 'income': 32, 'years': 1.5, 'criminal': 'Yes'}"]},{"cell_type":"markdown","metadata":{"cell_style":"split","id":"Ss-Syjt74vyH"},"source":["- Copy and paste this block of code;\n","\n","- Change every `customer_1` to `customer_2` and execute the code again."]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"6phOIAQv4vyI","outputId":"c5339eeb-4048-4dac-8b7a-19eaa4303b4f","executionInfo":{"status":"ok","timestamp":1709865493917,"user_tz":-480,"elapsed":316,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["Reject\n"]}],"source":["if customer_2['income'] >= 70:\n","    print('Approve')\n","\n","elif customer_2['income'] >= 30:\n","    if customer_2['years'] >= 2:\n","        print(\"Approve\")\n","    else:\n","        print(\"Reject\")\n","\n","else:\n","    if customer_2['criminal'] == \"No\":\n","        print('Approve')\n","    else:\n","        print('Reject')"]},{"cell_type":"markdown","metadata":{"id":"gwix827d4vyK"},"source":["There is a chance of making incidental mistakes.\n","\n","We should consider writing a function whenever we've copied and pasted a block of code more than once.\n","\n","---\n","\n","<br/>\n","\n","Python provides a number of important **built-in functions** as we've seen, e.g., `type()`, `str()`, `sum()`, `len()`, etc.\n","\n","A function is a named sequence of statements that:\n","\n","- takes input\n","- does something with that input\n","- and, in many cases, also returns the result\n","\n","\n","User-defined functions are needed when we want to automate certain tasks that we have to repeat over and over, often ***with varying inputs***.\n","\n","\n","\n","\n","\n","\n","\n","\n","\n","\n","\n","   "]},{"cell_type":"markdown","metadata":{"id":"WVpgUtvIp2_P"},"source":["\n","\n","## 1.1 Defining a Function\n","\n","\n","[The `def` statement](https://docs.python.org/3.7/reference/compound_stmts.html#function-definitions) creates a function object and assigns it to a name."]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"BbgTmQvBAiLl"},"outputs":[],"source":["def add_1(a, b):\n","    '''implement an addition operation'''  # this is the functions' docstring. We will explain it later.\n","\n","    c = a + b\n","    return c"]},{"cell_type":"markdown","metadata":{"cell_style":"split","id":"WoXX_UKyAiLu"},"source":["<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/function.png\" width=280 />"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"QdEqI-axpwvL","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709865814772,"user_tz":-480,"elapsed":310,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"a9b496af-4a14-48a6-8c63-6a55598ba8f2"},"outputs":[{"output_type":"stream","name":"stdout","text":["['In', 'Out', '_', '__', '___', '__builtin__', '__builtins__', '__doc__', '__loader__', '__name__', '__package__', '__spec__', '_dh', '_i', '_i1', '_i2', '_i3', '_i4', '_i5', '_i6', '_i7', '_ih', '_ii', '_iii', '_oh', 'add_1', 'customer_1', 'customer_2', 'exit', 'get_ipython', 'quit']\n"]}],"source":["print(dir())"]},{"cell_type":"markdown","metadata":{"id":"ylXgeo64p2_Q"},"source":["The `def` statement consists of a header line (starting with the `def` keyword) followed by a block of statements:"]},{"cell_type":"markdown","metadata":{"id":"h5blFhWiAiL3"},"source":["<pre class=\"lang-python\">\n","<span style=\"color:#2767C5\";>def</span> <span style=\"color:#BB2F29\";>&lt;function name&gt;</span>(<span style=\"color:#BB2F29\";>&lt;parameter 1&gt;</span>, <span style=\"color:#BB2F29\";>&lt;parameter 2&gt;</span>, ...):\n","    <span style=\"color:#469C63\";>'''documentation string that can span multiple lines'''</span>\n","    \n","<div style=\" border-left: 6px solid red; background-color: #e8e9ea;\">   statement 1               \n","   statement 2                  \n","   ...\n","   statement N\n","   <span style=\"color:#2767C5\";>return</span> <span style=\"color:#BB2F29\";>&lt;object&gt;</span></div></pre>"]},{"cell_type":"markdown","metadata":{"id":"lC8nkMnkAiL7"},"source":["<p>\n","\n","\n","- The `def` header line specifies a function name that is assigned the function object, along with a list of zero or more parameters (separated by comma) in parentheses `()` .\n","   \n","   - Like a variable name, a function name is used to refer to the function later.\n","   \n","   -  The function parameters are a special kind of variables that refer to objects provided as input to the function ***at the point of call***.\n","   \n","  "]},{"cell_type":"code","execution_count":null,"metadata":{"id":"joqQEo50AiL-","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709865996275,"user_tz":-480,"elapsed":331,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"62c87586-9840-454d-f8b2-fbb70eff13a5"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["21"]},"metadata":{},"execution_count":8}],"source":["add_1(a = 10, b = 11)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"center","id":"du9_S9cKAiMP","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709866003584,"user_tz":-480,"elapsed":299,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"58fa335a-c0a2-449a-a472-30e7aab15b8e"},"outputs":[{"output_type":"stream","name":"stdout","text":["Help on function add_1 in module __main__:\n","\n","add_1(a, b)\n","    implement an addition operation\n","\n"]}],"source":["help(add_1)"]},{"cell_type":"markdown","metadata":{"id":"ElBi-HFh4vyR"},"source":["- Following a colon (`:`), everything that starts at the next line and is ***indented*** thereafter is the **function body**.\n","\n","\n","- Function bodies often contain an ***optional*** [`return` statement](https://docs.python.org/3.7/reference/simple_stmts.html#the-return-statement). `return` triggers the function to return the specified object.\n","\n","\n","\n","\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"qKwe9H3ql28u"},"source":["*Exercise:* Define a functin called `which_is_bigger`, which takes two numbers as input, and return the larger one. Try to use a single line of code for the function body (without using any built-in functions)."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ienq0bjcl5Xi","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709866327558,"user_tz":-480,"elapsed":279,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"3d4fc0ae-a86f-4359-bcca-60a342400555"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["100"]},"metadata":{},"execution_count":12}],"source":["# write your code here\n","def which_is_bigger(m,n):\n","  return m if m>=n else n\n","\n","which_is_bigger(100, 20)"]},{"cell_type":"markdown","metadata":{"id":"NpaNGWHN4vyZ"},"source":["\n","<br/>\n","\n","## 1.2 Calling a Function\n","\n","\n","To run a function's body, we use the function's name followed by `()` to <b>*call*/*invoke the function*</b>.\n","\n"," - If any parameters were specified in the function definition, the function call should also send objects as inputs (known as the <b>*arguments*</b>) that match the parameters:\n","\n","<p>"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"gy0n2bI24vya"},"outputs":[],"source":["add_1(2, 4)          # positional matching"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"WmF4nlTJ4vyb"},"outputs":[],"source":["add_1(b=100, a=5.0)  # matching by name"]},{"cell_type":"markdown","metadata":{"id":"dzPhkIyH4vyd"},"source":["- The **parameters** are a property of the function, whereas the **arguments** can vary each time we call the function.\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"-YPJQBxbp2_U"},"outputs":[],"source":["def add_1(a, b):\n","    '''implement an addition operation'''\n","\n","    c = a + b\n","    return c"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"q8VBkufnpwvR","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709866558104,"user_tz":-480,"elapsed":286,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"fb53fb93-0e64-466a-d991-e9740c8ed6fd"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["6"]},"metadata":{},"execution_count":14}],"source":["x = add_1(2, 4)\n","x"]},{"cell_type":"markdown","metadata":{"id":"0DfnVD6W4vye"},"source":["\n","\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/functioncall.png\" width=800/>"]},{"cell_type":"markdown","metadata":{"id":"rgDtYeGr4vyg"},"source":["\n","\n","- Every time we call a function, Python creates a **local namespace** and populates it with parameter names that refer to arguments provided at the point of call.\n","\n","- All the names assigned when a function runs also live in this local namespace. They will only be accessible inside the function being called.\n","\n","- All the local varialbes exist only while the function runs.\n","\n","\n","\n","\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":141},"id":"Fvky_aPCAiNH","outputId":"dcc9414e-eb85-4556-c4b9-02e4b1e42f8d","executionInfo":{"status":"error","timestamp":1709866756494,"user_tz":-480,"elapsed":316,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"NameError","evalue":"name 'c' is not defined","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-15-0f3e7c8ce177>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mc\u001b[0m  \u001b[0;31m# Python reports error when we want to access the parameters inside a function.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mNameError\u001b[0m: name 'c' is not defined"]}],"source":["c  # Python reports error when we want to access the parameters inside a function."]},{"cell_type":"markdown","metadata":{"id":"0Sv6J1kWpD3i"},"source":["- Every time we call a function, a new local namespace is created and exists only while the function runs. The local namespace is a mechanism to deal with possible **name collisions**. For example, you may define a variable with a same name in the global namespace. When you reference the variable inside the function, Python looks first in the local namespace (inside the current function).\n","\n","- After a call, the execution returns to the place where the function was called."]},{"cell_type":"markdown","metadata":{"id":"fQ_zREd1o6T3"},"source":["*Question:*\n","\n","Consider the following statements, what will be returned if we call `f(3)`?"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"htxtc_gDoGY_","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709866975560,"user_tz":-480,"elapsed":304,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"9f186652-c885-4341-9b17-dcc20d00ec89"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["10"]},"metadata":{},"execution_count":16}],"source":["# run codes to verify your prediction\n","\n","z = 1\n","\n","def f(x):\n","    def g(y):\n","        return y + z\n","    z = 4\n","    return x + g(x)\n","\n","f(3)"]},{"cell_type":"markdown","metadata":{"id":"aEDICXE74vyi"},"source":["<br/>\n","\n","\n","## 1.3 Specifying Return Values\n","\n","\n","Output which is returned from a function is called a **return value**, which can be defined by [the **`return`** statement](https://docs.python.org/3.7/reference/simple_stmts.html#grammar-token-return-stmt):"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"FJSUPVIh4vyj"},"outputs":[],"source":["def add_2(a, b):\n","    c = a + b"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"iXPdvH5L4vym"},"outputs":[],"source":["result_2 = add_2(2, 4)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"_WQvuMwQpsas","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867098806,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"131bb0e5-ca67-4e1c-9492-ac3e4a3e2392"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["NoneType"]},"metadata":{},"execution_count":19}],"source":["type(result_2)"]},{"cell_type":"markdown","metadata":{"id":"sMZcxJm2p2_W"},"source":["What was returned is `None`, which is a special value ***which means \"nothing\"***.\n","\n","Compare `add_2` with `add_3`"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"U1-Vdrxh4vys"},"outputs":[],"source":["def add_3(a, b):\n","    return a + b"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"0qsFvsuo4vyu","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867151581,"user_tz":-480,"elapsed":3,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"8b3c6380-7e41-45f6-e93b-7770b958462c"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["6"]},"metadata":{},"execution_count":22}],"source":["result_3 = add_3(2, 4)\n","result_3"]},{"cell_type":"markdown","metadata":{"id":"Ig8TR_Uz4vyy"},"source":["A function can only have a ***single*** return value, which can be a **compound object**:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"lQGm4yQi4vyz"},"outputs":[],"source":["def divide(dividend, divisor):        # our own way to implement divmod()\n","    quotient = dividend // divisor  # floor division\n","    remainder = dividend % divisor   # modulo operator (remainder)\n","    return (quotient, remainder)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"qJfMjyjK4vy1","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867231303,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"c04d6a72-d4a7-459e-d8b8-41fe6ddc8156"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(8, 3)"]},"metadata":{},"execution_count":24}],"source":["divide(35, 4)"]},{"cell_type":"markdown","metadata":{"id":"THs8LwJI4vzA"},"source":["<br/>\n","\n","\n","We can specify more than one `return` statement within a function. When a `return` statement is reached, the flow of control exits the function immediately:\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"seo3-oiK4vzB"},"outputs":[],"source":["def divide(dividend, divisor):\n","    if not divisor:\n","        print('The divisor cannot be zero!')\n","        return None                  # None can be dropped here\n","\n","    quotient = dividend // divisor\n","    remainder = dividend % divisor\n","    return quotient, remainder"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"oxQV6aqk4vzC","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867361185,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"6cbac313-942f-49ab-a9a0-75abad7d19b5"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(5, 3)"]},"metadata":{},"execution_count":26}],"source":["divide(28, 5)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"_U1-gStvp2_Y","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867373164,"user_tz":-480,"elapsed":296,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"5dfa2c1f-9908-4cd2-c9ab-d62fce2fe40b"},"outputs":[{"output_type":"stream","name":"stdout","text":["The divisor cannot be zero!\n"]}],"source":["divide(28, 0)"]},{"cell_type":"markdown","metadata":{"id":"RtEd9m1Z4vzE"},"source":["<br>\n","\n","Now you mostly know the steps of creating a fucntion. The basic idea is extracting repeated code out into a function provides us a more powerful and general way than copying and pasting.\n","\n","Let's use a function `apply_loan` to accomplish a task. Then we call the function `apply_loan` with `customer_1` and `customer_2`, respectively. `apply_loan(customer1)` prints 'Approve' and `apply_loan(customer2)` prints 'Reject'"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"KmIZ5rsOPKoE"},"outputs":[],"source":["customer_1 = {'name': 'Amy', 'income': 27, 'years': 4.2, 'criminal': 'No'}\n","customer_2 = {'name': 'Sam', 'income': 32, 'years': 1.5, 'criminal': 'No'}\n","\n","# write your code here\n","def apply_loan(customer):\n","  if customer['income'] >= 70:\n","    print('Approve')\n","\n","  elif customer['income'] >= 30:\n","      if customer['years'] >= 2:\n","          print(\"Approve\")\n","      else:\n","          print(\"Reject\")\n","\n","  else:\n","      if customer['criminal'] == \"No\":\n","          print('Approve')\n","      else:\n","          print('Reject')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"uCcBeBuM4vzI","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867714073,"user_tz":-480,"elapsed":287,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"8415e155-9c23-426c-e7c2-d87dded06387"},"outputs":[{"output_type":"stream","name":"stdout","text":["Approve\n"]}],"source":["apply_loan(customer_1)  # print Approve"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"QgvA-V-m4vzK","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867734940,"user_tz":-480,"elapsed":321,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"50a6ac30-2d52-4611-8404-8cfd24013252"},"outputs":[{"output_type":"stream","name":"stdout","text":["Reject\n"]}],"source":["apply_loan(customer_2)   # print Reject"]},{"cell_type":"markdown","metadata":{"id":"euHm8bBp4vzO"},"source":["\n","<br/>\n","\n","\n","## 1.4 Argument Passing\n","\n","\n","\n","Arguments are passed by assigning **object references**  to **local names** during a call.  It is another instance of Python assignment at work.\n","\n","\n","\n","During argument passing, two matching schemes determine how the argument objects in the call are paired with parameter names in the header.\n","\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"AXRhZVKhAiOw"},"source":["\n","\n","### 1.4.1 Positional Matching (more frequently used)\n","\n","By default, argument objects get assigned to the parameter names ***according to their position***.\n","\n","For example, consider the function that finds the roots of a quadratic equation:\n","\n","$$\n","ax^2+bx+c=0\n","$$"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ZwIifFOR4vzQ"},"outputs":[],"source":["def quad_1(a, b, c):\n","    x1 = -b / (2 * a)\n","    x2 = (b ** 2 - 4 * a * c) ** 0.5 / (2 * a)\n","    return x1 + x2, x1 - x2"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"KOSP2bER4vzS","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709867981468,"user_tz":-480,"elapsed":337,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"97878a81-5e58-4b43-ee4b-6d07a2290136"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(-1.0, -2.0)"]},"metadata":{},"execution_count":32}],"source":["quad_1(1, 3, 2)"]},{"cell_type":"markdown","metadata":{"id":"Bvpj4qwm4vzV"},"source":["\n","\n","<br>\n","\n","### 1.4.2 Keyword Matching (used mostly when there are many parameters)\n","\n","Python allows us to alter the way of argument matching by specifying matches by name  explicitly. The consequent arguments are called **named**/**keyword arguments**:\n","\n","- Arguments are associated with names/keywords for matching parameters during a call.\n","\n","- When we call functions in this way, the order (position) of the arguments can be changed."]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"r7i4Q4mm4vzV"},"outputs":[],"source":["quad_1(c=2, a=1, b=3)"]},{"cell_type":"markdown","metadata":{"id":"hM0e7HewQJFD"},"source":["But note some built-in functions do not accept keyword matching, e.g. 'aaabbbb'.index(sub='b',start=0,end=5) reports errors but 'aaabbbb'.index('b',0,5) will work."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":141},"id":"1pPWPSqZQKeQ","outputId":"8a08a91b-ad8a-471b-c5c2-4ce86ce4cc0b","executionInfo":{"status":"error","timestamp":1709868130271,"user_tz":-480,"elapsed":338,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"TypeError","evalue":"index() takes no keyword arguments","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-33-44334a15a2e3>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m'aaabbbb'\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msub\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'b'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m5\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mTypeError\u001b[0m: index() takes no keyword arguments"]}],"source":["'aaabbbb'.index(sub='b', start=0, end=5)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"fZwwsgM1QNKV","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709868150873,"user_tz":-480,"elapsed":289,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"0d90b4f3-f412-452f-acf8-76d068603a9b"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["3"]},"metadata":{},"execution_count":34}],"source":["'aaabbbb'.index('b',0,5)"]},{"cell_type":"markdown","metadata":{"id":"xrbbhagr4vzb"},"source":["\n","<br>\n","\n","### 1.4.3 Mixing the Two Maching Schemes\n","\n","**Positional matching** and **keyword matching** (matching by name) can be mixed during a function call. But arguments using **positional matching** must precede arguments using **keyword matching**."]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/","height":106},"id":"ZENy3Wf_4vzb","outputId":"17e541b9-874d-4bb5-da2f-35d260f50d24","executionInfo":{"status":"error","timestamp":1709868226001,"user_tz":-480,"elapsed":304,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"SyntaxError","evalue":"positional argument follows keyword argument (<ipython-input-35-1a64c887bd0c>, line 1)","traceback":["\u001b[0;36m  File \u001b[0;32m\"<ipython-input-35-1a64c887bd0c>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    quad_1(1, c=2, 3)\u001b[0m\n\u001b[0m                    ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m positional argument follows keyword argument\n"]}],"source":["quad_1(1, c=2, 3)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/","height":141},"id":"yVHj780I4vzc","outputId":"7e08af16-6d16-4948-aadf-01a65c7da71a","scrolled":true,"executionInfo":{"status":"error","timestamp":1709868253689,"user_tz":-480,"elapsed":313,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"TypeError","evalue":"quad_1() got multiple values for argument 'a'","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-36-24bbbf9efd3f>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mquad_1\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mb\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0ma\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mTypeError\u001b[0m: quad_1() got multiple values for argument 'a'"]}],"source":["quad_1(2, b=3, a=1)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"no1DqnumQF6k","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709868324493,"user_tz":-480,"elapsed":327,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"81cc2c5f-9773-451c-b888-d4ae0388eeb7"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(-1.0, -2.0)"]},"metadata":{},"execution_count":37}],"source":["quad_1(1, c=2, b=3)"]},{"cell_type":"markdown","metadata":{"id":"UxY2R41ZSfoA"},"source":["An easy trick: 1. always use positional matching first 2. for later arguments, always use keywords that appear at the back, i.e. not using keywords appear in the front"]},{"cell_type":"markdown","metadata":{"id":"xWm_0yAU4vze"},"source":["\n","<br>\n","\n","## 1.5 Specifying Parameters\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"Ng9pqgPaCCFv"},"source":["### 1.5.1 Default Parameter Values\n","\n","In a function definition, we can specify a default value for a parameter with the form `parameter=expression`:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"oaLPDcuU4vzf"},"outputs":[],"source":["def quad_2(b, c, a=1.0):       # parameters with default values must follow those without default values\n","    x1 = -b / (2 * a)\n","    x2 = (b ** 2 - 4 * a * c) ** 0.5 / (2 * a)\n","    return (x1 + x2), (x1 - x2)"]},{"cell_type":"markdown","metadata":{"id":"t_iIgEXC4vzh"},"source":["For a parameter with a default value, the corresponding argument is ***optional***:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"p9Tmsui_4vzi","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709868497713,"user_tz":-480,"elapsed":336,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"9f3fd4ec-4ac5-4b4c-a02d-44c0dc63b142"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(-1.0, -2.0)"]},"metadata":{},"execution_count":39}],"source":["quad_2(3, 2)"]},{"cell_type":"markdown","metadata":{"id":"ZLPMmzJM4vzk"},"source":["The default value can be overriden by providing an argument during a call:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"2FUzfpHS4vzk","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709868536497,"user_tz":-480,"elapsed":286,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"268d95ff-bb1a-4c1e-8d1a-f71389841c83"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["(-0.5, -3.0)"]},"metadata":{},"execution_count":40}],"source":["quad_2(7, 3, 2)"]},{"cell_type":"markdown","metadata":{"id":"21FB0nyBrAII"},"source":["*Exercise:* Write a function called `describe_city()` that accepts the name of a city and its country (i.e. two parameters). The function should print a simple sentence, such as \"Miami is in United States\". Give the country parameter a default value.\n","\n","Call your function for three different cities, at least one of which is not in the default country"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"gvWimCIarBPR","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709868829607,"user_tz":-480,"elapsed":293,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"fb8b7838-2a9f-4034-f607-2a40d547e0e6"},"outputs":[{"output_type":"stream","name":"stdout","text":["Miami is in United States\n","Beijing is in China\n","Paris is in France\n"]}],"source":["# write your codes here\n","def describe_city(city, country=\"China\"):\n","  print(city, \"is in\", country)\n","\n","describe_city(\"Miami\", \"United States\")\n","describe_city(\"Beijing\")\n","describe_city(\"Paris\", \"France\")"]},{"cell_type":"markdown","metadata":{"id":"mkBTRNlQp3g5"},"source":["> Default arguments are evaluated once at the time of function definition. This may cause problems if the argument is a mutable object such as a list or a dictionary. If the function modifies the object (e.g., by appending an item to a list), the default value is modified. So, **do not use mutable objects as default values** in the function or method definition.</div>"]},{"cell_type":"markdown","metadata":{"id":"RbLnc5xhU_dQ"},"source":["Things can be tricky when the default value is a ***mutable*** object and the function body alters the default value.\n","\n","- The reason is that Python computes each default value and saves the reference to it precisely ***once***, when the `def` statement evaluates (rather than each time the function gets called)."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"7sjtYw7wVCvN"},"outputs":[],"source":["def add_to_list(pet, pets=[]):\n","    pets.append(pet)\n","    return pets"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"FM6MwbAwVEHX","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709869089034,"user_tz":-480,"elapsed":294,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"d311b0b2-bd92-4472-fc33-dcdc4e3a482b"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['cat']"]},"metadata":{},"execution_count":43}],"source":["add_to_list('cat')"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"f6vSBbQBVFZU","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709869162347,"user_tz":-480,"elapsed":1,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"8289dab6-9c9e-46fc-feed-98b4573c4d68"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['cat', 'cat', 'cat', 'cat']"]},"metadata":{},"execution_count":46}],"source":["add_to_list('cat')"]},{"cell_type":"markdown","metadata":{"id":"arUjc7PyVPvp"},"source":["But a function's output should not depend on how many times it has been called (functions should be ***non-stateful***).\n","\n","A better practice could be:\n","\n","We can use the following idiom to create an empty list inside the function body"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"UonD7wwjVe48"},"outputs":[],"source":["def add_to_list(pet, pets=None):\n","    if pets == None:\n","        pets = []\n","    pets.append(pet)\n","    return pets"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"vmzDiiruVfij","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709869267209,"user_tz":-480,"elapsed":312,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"6beed270-1ae5-4322-884f-fa9f1792c001"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['cat']"]},"metadata":{},"execution_count":48}],"source":["add_to_list('cat')"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"S3BvcHwrVkR4","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709869276730,"user_tz":-480,"elapsed":358,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"8528cbe1-b541-48f7-8aca-229db59c9f6c"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['cat']"]},"metadata":{},"execution_count":51}],"source":["add_to_list('cat')"]},{"cell_type":"markdown","metadata":{"id":"QE6npMl0hy6h"},"source":["### 1.5.2 Allowing for an Arbitrary Number of Arguments\n","\n","\n","Python allows us to pass an arbitrary number of positional or keyword arguments to a function."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"R803NGRuAiQI","outputId":"fc06473c-fae2-42d7-97e0-d7eefdfef901","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709800743987,"user_tz":-480,"elapsed":364,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[2, 3, 4]"]},"metadata":{},"execution_count":55}],"source":["# recall the use of * to gather excess items in sequence unpacking\n","first, *remaining = 1, 2, 3, 4\n","remaining"]},{"cell_type":"markdown","metadata":{"id":"0GtPlI_KAiQL"},"source":["\n","We can put `*` before a parameter to indicate that it can take a ***variable*** sequence of *positional arguments* and pack them ***into a tuple***, which is then assigned to the variable:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"hsb3jLFc4vzt"},"outputs":[],"source":["def mean_v1(*elems):    # Positional arguments are packed into a tuple and referenced by elems\n","    print(elems)\n","    if not elems:\n","      return 0\n","\n","    sumOfElems = 0\n","    countOfElems = 0\n","\n","    for elem in elems:\n","        sumOfElems += elem\n","        countOfElems += 1\n","\n","    return sumOfElems / countOfElems"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"FCrdPQl64vzy","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709869573977,"user_tz":-480,"elapsed":1,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"0a66e68c-96b2-4817-89b4-330240e673aa"},"outputs":[{"output_type":"stream","name":"stdout","text":["(1, 2, 3, 4, 5, 6)\n"]},{"output_type":"execute_result","data":{"text/plain":["3.5"]},"metadata":{},"execution_count":54}],"source":["mean_v1(1, 2, 3, 4, 5, 6)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"i9-JdSTwAiQb","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709869637990,"user_tz":-480,"elapsed":491,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"bfa39420-b2df-4ead-902b-0bb044c25980"},"outputs":[{"output_type":"stream","name":"stdout","text":["()\n"]},{"output_type":"execute_result","data":{"text/plain":["0"]},"metadata":{},"execution_count":55}],"source":["mean_v1()"]},{"cell_type":"markdown","metadata":{"id":"YqIIaK9fsW_K"},"source":["*Exercise:* Create a function called `greet()` to print greeting messages to arbitrary number of users.\n","\n","For example, by runing\n","```python\n","greet(\"Monica\", \"Luke\", \"Steve\", \"John\")\n","```\n","You should see\n","```\n","Hello Monica\n","Hello Luke\n","Hello Steve\n","Hello John\n","```"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"CqWUqRU8sY7s","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709869800549,"user_tz":-480,"elapsed":321,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"e55515d0-1f89-45bf-ea37-72124e0ab3ce"},"outputs":[{"output_type":"stream","name":"stdout","text":["Hello Monica\n","Hello Luke\n","Hello Steve\n","Hello John\n"]}],"source":["# write your codes here\n","def greet(*names):\n","  for name in names:\n","    print(\"Hello\", name)\n","\n","greet(\"Monica\", \"Luke\", \"Steve\", \"John\")"]},{"cell_type":"markdown","metadata":{"id":"JMvi5oZUp2_g"},"source":["We `*` operator is used in a call, it unpacks a sequence into individual positional arguments:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Po6IxcL3s0wk","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710140981951,"user_tz":-480,"elapsed":301,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"e210cd01-7ee5-478f-93f2-ce25d875d911"},"outputs":[{"output_type":"stream","name":"stdout","text":["1 2 3 4 5 6\n"]}],"source":["print(1, 2, 3, 4, 5, 6)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"TBi141qup2_g","scrolled":true},"outputs":[],"source":["print(*[1, 2, 3, 4, 5, 6])"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"0TkR8jMP4vz3","scrolled":false},"outputs":[],"source":["listOfNums = [1, 2, 3, 4, 5]   # what if we pass in a collection instead of individual elements?\n","mean_v1(*listOfNums)"]},{"cell_type":"markdown","metadata":{"id":"YNEigZau4vz4"},"source":["Note `*` here is used when calling a function rather than when defining a function.\n","\n","`**` is used to indicate that a parameter can take a ***variable*** sequence of *keyword*/*named arguments*, and pack them ***into a dictionary***:\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"boPLmxNJ4vz5"},"outputs":[],"source":["def update_detail(**info):\n","    print(info)\n","    for k, v in info.items():\n","      print(f\"{k} -> {v}\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"PAbGiIGn4vz6","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709801160214,"user_tz":-480,"elapsed":304,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"1f614add-bee7-42f8-b43b-1a029a60b4c6"},"outputs":[{"output_type":"stream","name":"stdout","text":["{'name': 'Sam', 'id': '1902034', 'grade': 'A+'}\n","name -> Sam\n","id -> 1902034\n","grade -> A+\n"]}],"source":["update_detail(name='Sam', id='1902034', grade=\"A+\")"]},{"cell_type":"markdown","metadata":{"id":"NT7T5Y6Yp2_h"},"source":["Similarly, `**` used in a call unpacks a mapping into individual keyword arguments:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"A8mhJQ_T4vz8","outputId":"12707626-2ac7-4371-fa1c-28e9760d5bce","scrolled":true,"executionInfo":{"status":"ok","timestamp":1709801195086,"user_tz":-480,"elapsed":494,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["{'name': 'Sam', 'id': '1902034', 'major': 'Business Analytics', 'year': 3}\n","name -> Sam\n","id -> 1902034\n","major -> Business Analytics\n","year -> 3\n"]}],"source":["details = {'name': 'Sam', 'id': '1902034', 'major': 'Business Analytics', 'year': 3}\n","update_detail(**details)      # equivalent to update_detail(name='Sam', id='1902034', major='IS', year=3)"]},{"cell_type":"markdown","metadata":{"id":"nZtEYeVZ4vz9"},"source":["\n","<br>\n","\n","###  1.5.3 Parameter Ordering\n","\n","We can mix ordinary parameters, `*args`, and `**kwargs` in a parameter specification. But they need to occur in a particular order:\n","\n","- `*args` refer to non-keyword arguments, `**kwargs` refers to keyword arguments\n","- Parameters for positional matching (those without default values come first) > `*args` > parameters for keyword matching > `**kwargs`\n","- The presence of the starred parameter `args` enforces everything before it to use positional matching and everything after it to use keyword matching."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"33hIRfA64vz-"},"outputs":[],"source":["def print_all_args(x1, x2='python', *args, y1='business', y2, **kwargs):\n","    print(\"x1 is: \", x1)\n","    print(\"x2 is: \", x2)\n","    print(\"y1 is: \", y1)\n","    print(\"y2 is: \", y2)\n","    print(\"args is: \", args)\n","    print(\"kwargs is: \", kwargs)"]},{"cell_type":"markdown","metadata":{"id":"G8MxeYl64vz_"},"source":["> Keyword arguments are not necessary to have a default value.</div>"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"ivO0GZjsp2_i","outputId":"f4eac5e5-8f0a-4e2b-b815-a789a514c3c7","executionInfo":{"status":"ok","timestamp":1710141866215,"user_tz":-480,"elapsed":377,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["x1 is:  Ann\n","x2 is:  cat\n","y1 is:  science\n","y2 is:  2019\n","args is:  ('dog', 'pig')\n","kwargs is:  {'day': 'Monday', 'date': 'May 6'}\n"]}],"source":["print_all_args('Ann', 'cat', 'dog', 'pig', y1='science', y2='2019', day='Monday', date='May 6')"]},{"cell_type":"code","source":["print_all_args('Ann', y2='2019', y1=\"finance\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"JUrlsGTAGtyo","executionInfo":{"status":"ok","timestamp":1710141939975,"user_tz":-480,"elapsed":299,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"c0d7af5f-fd10-40c0-f8cd-b4d7e1ff4ebe"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["x1 is:  Ann\n","x2 is:  python\n","y1 is:  finance\n","y2 is:  2019\n","args is:  ()\n","kwargs is:  {}\n"]}]},{"cell_type":"markdown","source":["**<font color='steelblue' >Question</font>**:\n","\n","Write a function called `sort_letters` that satisfies the following requirements:\n","\n","- It can take a variable sequence of letters;\n","\n","- It supports an option called `order`, which defaults to `None`, returning a list of passed-in letters without changing their order;\n","\n","- If `order` is set to `'asc'`,  sort all letters in ascending order in the output;\n","\n","- If `order` is set to `'desc'`, sort all letters in descending order in the output.\n","\n","For example, the expected output of\n","\n","```python\n","sort_letters('e', 'z', 'm', 'i', 'w', order='desc')\n","```\n","is\n","\n","```\n","['z', 'w', 'm', 'i', 'e']\n","\n","```"],"metadata":{"id":"TXNJbK6lHCmY"}},{"cell_type":"code","source":["# write your code here\n","def sort_letters(*letters, order = None):\n","  if not order:\n","    return letters\n","  elif order == 'asc':\n","    return sorted(letters)\n","  elif order == 'desc':\n","    return sorted(letters, reverse=True)\n","  else:\n","    return\n","\n","sort_letters('e', 'z', 'm', 'i', 'w', order='desc')"],"metadata":{"id":"PUnryDFvHIrZ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710142549839,"user_tz":-480,"elapsed":312,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"cb0b4ab4-838e-42af-9e77-f31dd18cb518"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["['z', 'w', 'm', 'i', 'e']"]},"metadata":{},"execution_count":7}]},{"cell_type":"markdown","metadata":{"id":"P9xZCiRNgawS"},"source":["## 1.6 Writing a Function's Docstring\n","\n","A function definition can include a **docstring** (short for **documentation string**) to describe what the function does and how it works.\n","\n","Function docstrings are placed immediately after the function header and between triple quotation marks:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"CmY-u9UKgdab"},"outputs":[],"source":["def mean_v2(*elems):\n","    '''Return the mean of a sequence of values.'''\n","    if not elems: return 0\n","    sumOfElems = 0; countOfElems = 0\n","    for elem in elems:\n","        sumOfElems += elem\n","        countOfElems += 1\n","    return sumOfElems / countOfElems"]},{"cell_type":"markdown","metadata":{"id":"oGUoXljRggE9"},"source":["A function's docstring can be accessed using help():"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"R9bWumz0gidv","outputId":"1884b514-5af5-4d54-e765-3a920c8d7fdc","executionInfo":{"status":"ok","timestamp":1710142696271,"user_tz":-480,"elapsed":293,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["Help on function mean_v2 in module __main__:\n","\n","mean_v2(*elems)\n","    Return the mean of a sequence of values.\n","\n"]}],"source":["help(mean_v2)"]},{"cell_type":"markdown","metadata":{"id":"XC90zdxn4v0j"},"source":["\n","\n","<br>\n","\n","\n","## 1.7 `lambda` Expressions\n","\n","\n","Besides the `def` statement, Python provides an expression form to generate function objects, known as [`lambda` expressions](https://docs.python.org/3/reference/expressions.html#lambdas).\n","\n","`Lambda`function, also known as anonymous functions, can be considered a degenerate kind of functions, which don't have a name and carry only a ***single*** expression whose result is returned:\n","\n","\n","<pre class='lang-python'>\n","<span style=\"color:#2767C5\";>lambda</span> <span style=\"color:#BB2F29\";>&lt;parameter 1&gt;</span>, <span style=\"color:#BB2F29\";>&lt;parameter 2&gt;</span>, ...: <span style=\"color:#BB2F29\";>&lt;a single expression using parameters&gt;</span>\n","</pre>"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"UzhYzsPS4v0j"},"outputs":[],"source":["def multiply_v1(x, y=1):\n","    return x * y"]},{"cell_type":"markdown","metadata":{"id":"UHY_Nu2Bpw_Y"},"source":["We can transform the above function to a lambda expression."]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"5QRwUNw5AiR4","outputId":"d4c2c593-334d-42ae-8647-605a5ae89d71","scrolled":true,"executionInfo":{"status":"ok","timestamp":1710142934806,"user_tz":-480,"elapsed":295,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<function __main__.<lambda>(x, y=1)>"]},"metadata":{},"execution_count":11}],"source":["lambda x, y=1: x * y"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"VXqy75lmp09l","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710142947003,"user_tz":-480,"elapsed":325,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"22f563b4-d85b-4f9b-a662-f3b351c37541"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["function"]},"metadata":{},"execution_count":12}],"source":["type(lambda x, y=1: x * y)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"dCwxQeMQ4v0m"},"outputs":[],"source":["# can be embedded in an assignment statement to create a name for the function object\n","multiply_v2 = lambda x, y=1: x * y"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"5qhsN1MX4v0n","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710143007211,"user_tz":-480,"elapsed":292,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"e0949a3c-8d82-43be-d268-1f0d8f8bf0b6"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["3"]},"metadata":{},"execution_count":14}],"source":["multiply_v2(3)"]},{"cell_type":"markdown","metadata":{"id":"p2fqAppFAiR-"},"source":["\n","**<font color='steelblue' > Question</font>**: Use `lambda` to implement the following formula:\n","\n","$$\n","f(x) = x^2 + x + 5\n","$$\n","\n","- Assign the resultant function to `f`;\n","\n","- Test the lambda function with the following inputs: `f(4)`, `f(5)` and `f(7)`."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Y96VLfu7AiR_","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710143265497,"user_tz":-480,"elapsed":283,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"d8b66f3b-93d9-4e8d-e902-117f25582765"},"outputs":[{"output_type":"stream","name":"stdout","text":["25\n","35\n","61\n"]}],"source":["# write your codes here\n","f = lambda x: x**2 + x + 5\n","print(f(4))\n","print(f(5))\n","print(f(7))"]},{"cell_type":"markdown","metadata":{"id":"Nh0q9vTu4v0q"},"source":["The `lambda` expression is most useful as a shorthand for `def`. It is sometimes used together with other functions taking a function as a parameter.\n","\n","\n","Given a nested list representing a gradebook:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"R1QqtD0G4v0r"},"outputs":[],"source":["gradebook = [['Troy', 92], ['Alice', 95], ['James', 89], ['Charles', 100], ['Bryn', 59]]"]},{"cell_type":"markdown","metadata":{"id":"JYiah2w04v0t"},"source":["If we want to use `sorted()` to implement some sophisticated sorting, we can do so by defining a `lambda` function and passing it into a function call as the argument to `key` (Recall we have used sorted by making `key=int` to compare string numbers)."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"jwPNInmE4v0w","outputId":"0d3b9a9e-9b74-4110-d147-2ba3707d1e19","scrolled":true,"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1709818013432,"user_tz":-480,"elapsed":20,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[['Bryn', 59], ['James', 89], ['Troy', 92], ['Alice', 95], ['Charles', 100]]"]},"metadata":{},"execution_count":14}],"source":["# sort sublists by their second elements\n","sorted(gradebook, key=lambda x: x[1])"]},{"cell_type":"markdown","metadata":{"id":"HYGL-KuVrfC8"},"source":["*Exercise:* What codes you should write if you want to sort students by the first character of their names? Combining the `key` parameter and `lambda` function to do that."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"JTDmUQsZrf8W","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710143797097,"user_tz":-480,"elapsed":286,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"2a0d72ff-c682-4929-e000-e30b44d67da2"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[['Alice', 95], ['Bryn', 59], ['Charles', 100], ['James', 89], ['Troy', 92]]"]},"metadata":{},"execution_count":19}],"source":["# write your codes here\n","sorted(gradebook, key=lambda x: x[0])"]},{"cell_type":"markdown","metadata":{"id":"eGnFlQwjp2_o"},"source":["\n","**<font color='steelblue' > Challenging Exercises</font>**:\n","\n","Given a nested list representing gradebooks of different courses:\n","```python\n","gradebooks = [[['Troy', 92], ['Alice', 95]], [['James', 89], ['Charles', 100], ['Bryn', 59]]]\n","```\n","\n","- Using the built-in `sorted()` function, write code to sort courses by course mean. The expected output is\n","\n","```python\n","[[['James', 89], ['Charles', 100], ['Bryn', 59]], [['Troy', 92], ['Alice', 95]]]\n","```\n","\n","Hint:\n","1. the key for the sorted() should be the mean grade for each course.\n","2. the mean grade can be obtained by using list comprehension."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"T_OltNhdsKIU","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710144249490,"user_tz":-480,"elapsed":284,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"08fda590-1d31-4246-fb78-a75305504c1d"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[[['James', 89], ['Charles', 100], ['Bryn', 59]],\n"," [['Troy', 92], ['Alice', 95]]]"]},"metadata":{},"execution_count":20}],"source":["gradebooks = [[['Troy', 92], ['Alice', 95]], [['James', 89], ['Charles', 100], ['Bryn', 59]]]\n","# write your codes here\n","sorted(gradebooks, key=lambda x:sum([score for name, score in x])/len(x))"]},{"cell_type":"code","source":["sorted(gradebooks, key=lambda x:sum(dict(x).values())/len(x))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"0ZmYh3KmirsX","executionInfo":{"status":"ok","timestamp":1710144334094,"user_tz":-480,"elapsed":289,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"413335bd-85cf-4148-b9e0-fd152fb6fefc"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["[[['James', 89], ['Charles', 100], ['Bryn', 59]],\n"," [['Troy', 92], ['Alice', 95]]]"]},"metadata":{},"execution_count":21}]},{"cell_type":"markdown","metadata":{"id":"F3dHOLabsGnf"},"source":["*More challenge:*\n","- Using the builtin `sorted()` function, write code to sort students of each course by score in descending order. The expected output is\n","\n","```python\n","[[['Alice', 95], ['Troy', 92]], [['Charles', 100], ['James', 89], ['Bryn', 59]]]\n","```"]},{"cell_type":"markdown","metadata":{"id":"G3ActxaDgL9g"},"source":["Hint: apply list comprehension to generate a new list, each element of this new list is a sorted list of each course."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"KZWtAMCKp2_o","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710144691850,"user_tz":-480,"elapsed":287,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"9fde80ba-edc4-45fe-d46c-ed1db83e111f"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[[['Alice', 95], ['Troy', 92]],\n"," [['Charles', 100], ['James', 89], ['Bryn', 59]]]"]},"metadata":{},"execution_count":22}],"source":["# write your codes here\n","[sorted(course, key=lambda x: x[1], reverse=True) for course in gradebooks]"]},{"cell_type":"markdown","metadata":{"id":"fs4ZxPTx4v1M"},"source":["\n","<br>\n","\n","# 2 Classes\n","\n","We've seen various types of objects, such as the `int`, `str`, `list`, `tuple`, and `dict`:"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"Gm3nx9QtQFOp","outputId":"bf59d9d0-f246-4c03-cc44-10ceb9808fcd","executionInfo":{"status":"ok","timestamp":1710144847729,"user_tz":-480,"elapsed":312,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["int"]},"metadata":{},"execution_count":23}],"source":["type(1)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"VpikAVMMQFOp","outputId":"012735f2-96a0-4d01-f9e9-aeaa7714b05a","executionInfo":{"status":"ok","timestamp":1710144853656,"user_tz":-480,"elapsed":298,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["str"]},"metadata":{},"execution_count":24}],"source":["type('cat')"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"2AP8XJ2Y4v1M"},"outputs":[],"source":["a = list()            # create a list object that is empty\n","b = list('abc')       # create a list object that is empty containing 'a', 'b', and 'c'\n","c = tuple('xyz')      # create a tuple object containing 'x', 'y', and 'z'\n","d = 'abc'"]},{"cell_type":"markdown","metadata":{"id":"-qJrnjpY4v1O"},"source":["We've seen that the same type of objects share common behaviors realized through methods:"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"TEcKLrgi4v1O"},"outputs":[],"source":["a.append(1)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"EwFFZP-V4v1R"},"outputs":[],"source":["b.append(2)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"QL_DFjnu4v1S"},"outputs":[],"source":["d.capitalize()  # capitalize() method converts the first character of a string to an uppercase letter and all other alphabets to lowercase."]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","id":"E4DftKRO4v1T","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1710144997101,"user_tz":-480,"elapsed":447,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"9f275bde-a5bd-49a0-a6c6-d365b17a2114"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'Xyz'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":29}],"source":["'xyz'.capitalize()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":141},"id":"QRPx8B5LQFOr","outputId":"7f558b15-02fd-40df-d280-f518f2db4700","executionInfo":{"status":"error","timestamp":1710145018065,"user_tz":-480,"elapsed":464,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"AttributeError","evalue":"'list' object has no attribute 'capitalize'","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)","\u001b[0;32m<ipython-input-30-9b95db23867e>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0ma\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcapitalize\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mAttributeError\u001b[0m: 'list' object has no attribute 'capitalize'"]}],"source":["a.capitalize()"]},{"cell_type":"markdown","metadata":{"id":"un42Ul5A4v1U"},"source":["\n","\n","What if we want to create new types of objects that possess certain **properties** and **behaviors** (e.g., customers)?\n","\n","\n","\n","Python provides a coding structure and device known as the *class* to define new types of objects.\n","\n","Just like functions and modules, Python classes are another compartment ***for packaging logic and data***.\n","\n","**Classes** are Python's main ***object-oriented programming*** (OOP) tool.\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"1hA5PnJbxy_i"},"source":["\n","<br>\n","\n","## 2.1 Defining a Class\n","\n","\n","[The `class` statement](https://docs.python.org/3.7/reference/compound_stmts.html#class-definitions) creates a class object and assigns it a name.\n","\n","The body of a class is where we specify the attributes of the class, including both data and method attributes.\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"umYVV0l54v1U"},"outputs":[],"source":["class Customer:  # names for user-defined classes begin with uppercase letters by convention\n","    '''A class for bank customers.'''\n","\n","    def __init__(self, name, income, years, criminal='No'):\n","        '''populate the attributes of a particular customer'''\n","        self.name = name                   # assignments to attributes of self\n","        self.income = income\n","        self.years = years\n","        self.criminal = criminal\n","\n","    def apply_loan(self):                  # a function attribute\n","        if self.income >= 70:\n","            result = 'Approve'\n","        elif self.income >= 30:\n","            if self.years >= 2:\n","                result = 'Approve'\n","            else:result = 'Reject'\n","        else:\n","            if self.criminal == \"No\":\n","                result = 'Approve'\n","            else: result = 'Reject'\n","        return result"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":103},"id":"1gRZQClk4zzp","outputId":"5552956b-479f-4d9f-be22-f5bee3ab1445","executionInfo":{"status":"ok","timestamp":1710471425231,"user_tz":-480,"elapsed":444,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["__main__.Customer"],"text/html":["<div style=\"max-width:800px; border: 1px solid var(--colab-border-color);\"><style>\n","      pre.function-repr-contents {\n","        overflow-x: auto;\n","        padding: 8px 12px;\n","        max-height: 500px;\n","      }\n","\n","      pre.function-repr-contents.function-repr-contents-collapsed {\n","        cursor: pointer;\n","        max-height: 100px;\n","      }\n","    </style>\n","    <pre style=\"white-space: initial; background:\n","         var(--colab-secondary-surface-color); padding: 8px 12px;\n","         border-bottom: 1px solid var(--colab-border-color);\"><b>Customer</b><br/>def __init__(name, income, years, criminal=&#x27;No&#x27;)</pre><pre class=\"function-repr-contents function-repr-contents-collapsed\" style=\"\"><a class=\"filepath\" style=\"display:none\" href=\"#\"></a>A class for bank customers.</pre></div>"]},"metadata":{},"execution_count":2}],"source":["Customer"]},{"cell_type":"markdown","metadata":{"id":"Cx1Y4ukC4v1V"},"source":["\n","What a class defininition creates is basically a wrapper around a new namespace. This new namespace is populated with ***all names created by the top-level assignments*** (i.e., `def`s and regular assignments) inside the class definition and several special names automatically created by Python.\n","\n","<br>\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/class.png\" width=600/>\n","\n","\n","\n"]},{"cell_type":"markdown","source":["Because these names exist in that class object rather than the global namespace, they can only be accessed by referencing the class object. That's why they are regarded as the **attributes of the class**, and the dot notation is called the **attribute reference notation** in Python."],"metadata":{"id":"eWSuzOo4OdpS"}},{"cell_type":"code","source":["Customer.apply_loan   # class methods are just functions defined inside the class"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":103},"id":"ow9Nj6PnNKhF","executionInfo":{"status":"ok","timestamp":1710471631748,"user_tz":-480,"elapsed":325,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"f6d4b456-8e3a-4b35-9be8-0ef075a11480"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<function __main__.Customer.apply_loan(self)>"],"text/html":["<div style=\"max-width:800px; border: 1px solid var(--colab-border-color);\"><style>\n","      pre.function-repr-contents {\n","        overflow-x: auto;\n","        padding: 8px 12px;\n","        max-height: 500px;\n","      }\n","\n","      pre.function-repr-contents.function-repr-contents-collapsed {\n","        cursor: pointer;\n","        max-height: 100px;\n","      }\n","    </style>\n","    <pre style=\"white-space: initial; background:\n","         var(--colab-secondary-surface-color); padding: 8px 12px;\n","         border-bottom: 1px solid var(--colab-border-color);\"><b>Customer.apply_loan</b><br/>def apply_loan()</pre><pre class=\"function-repr-contents function-repr-contents-collapsed\" style=\"\"><a class=\"filepath\" style=\"display:none\" href=\"#\">/content/&lt;ipython-input-1-f7fb2dd7b353&gt;</a>&lt;no docstring&gt;</pre></div>"]},"metadata":{},"execution_count":3}]},{"cell_type":"code","source":["Customer.__doc__   # a special attribute of a class that contains the object's docstring"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"0PASqsckNPBK","executionInfo":{"status":"ok","timestamp":1710471639266,"user_tz":-480,"elapsed":304,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"3793294e-a006-4e5a-d036-b651339ddbfb"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["'A class for bank customers.'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":4}]},{"cell_type":"markdown","metadata":{"id":"p-_i4Lus5J95"},"source":["\n","Names in a class's namespace can be exposed by the built-in `__dict__` attribute:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"eVpmKd905JL2","outputId":"5ba846fb-0812-4194-fc95-8d8f700c9393","executionInfo":{"status":"ok","timestamp":1710471669756,"user_tz":-480,"elapsed":283,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["mappingproxy({'__module__': '__main__',\n","              '__doc__': 'A class for bank customers.',\n","              '__init__': <function __main__.Customer.__init__(self, name, income, years, criminal='No')>,\n","              'apply_loan': <function __main__.Customer.apply_loan(self)>,\n","              '__dict__': <attribute '__dict__' of 'Customer' objects>,\n","              '__weakref__': <attribute '__weakref__' of 'Customer' objects>})"]},"metadata":{},"execution_count":5}],"source":["Customer.__dict__"]},{"cell_type":"markdown","metadata":{"id":"fgzVNwt24v1Z"},"source":["\n","<br>\n","\n","## 2.2 Instantiating a Class\n","\n","A class provides the specification of a user-defined type, and serves as the template from which instances of this type can be created..\n","\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/classcar.png\" width=500/>\n","\n","\n","Calling a **class object** like a function makes a new **instance object**:"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"L7wJRKaN4v1a","outputId":"f4c0276f-a53f-4ca5-e143-8ef183171fe9","executionInfo":{"status":"ok","timestamp":1710745479939,"user_tz":-480,"elapsed":454,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<__main__.Customer at 0x7a03202197b0>"]},"metadata":{},"execution_count":2}],"source":["customer_1 = Customer(\"Amy\", 27, 4.2)\n","customer_1"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"TFoPOw99AiTL","outputId":"e669f922-975d-409f-ef9f-5980b211fb41","executionInfo":{"status":"ok","timestamp":1710472213597,"user_tz":-480,"elapsed":479,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<__main__.Customer at 0x7ffa94a7d060>"]},"metadata":{},"execution_count":7}],"source":["customer_2 = Customer(\"Sam\", 32, 1.5, \"Yes\")\n","customer_2"]},{"cell_type":"markdown","metadata":{"id":"je41oq_R4v1f"},"source":["- The instantiation operation first creates an empty **instance** of the class. Let's refer to it as `new_instance`;\n","\n","- Python then invokes `new_instance.__init__(\"Sam\", 32, 1.5, \"Yes\")`\n","to initialize it to a specific **initial state**.\n","<pre class=\"lang-python\">\n","<span style=\"color: #007c00\";>def</span> <span style=\"color:#0b13ff\">__init__</span>(self, name, income, years, criminal<span style=\"color: #a827fe\">=</span><span style=\"color:#c44f49;\">\"No\"</span>):</span>\n","     <span style=\"color:#c44f49\";>'''populate the attributes of a particular customer'''</span>\n","     \n","     <span style=\"color:#555555;\">self.name <span style=\"color: #a827fe\">=</span> name</span>\n","     <span style=\"color:#555555;\">self.income <span style=\"color: #a827fe\">=</span> income</span>\n","     <span style=\"color:#555555;\">self.years <span style=\"color: #a827fe\">=</span> years</span>\n","     <span style=\"color:#555555;\">self.criminal <span style=\"color: #a827fe\">=</span> criminal</span>\n","</pre>\n","    \n","    -  The 1st parameter (named `self` by convention) is special and used to take the instance from which the corresponding method is being called.  \n","\n","\n","> <a href=\"https://docs.python.org/3/reference/datamodel.html#object.__init__\">__init__()</a> (called the initializer) is one of <a href=\"https://docs.python.org/3/reference/datamodel.html#special-method-names\">special methods</a> reserved by Python, and called automatically each time an instance is created. Special method names (begin and end with __ pronounced as \"dunder\") are ubiquitous in Python, and used for certain operations that are invoked by special syntax. </div>\n","\n","\n","\n","\n","\n","     \n"]},{"cell_type":"markdown","metadata":{"id":"QGJpHz6zQFOt"},"source":["\n","  \n","- Each instance object created from a class gets its own namespace.\n","\n","    - Assignments to attributes of `self` create ***instance-level*** attributes (differ from instance to instance).\n","\n","\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/instance.png\" width=650/>\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"TrTqqHSCAiTW","outputId":"91aed391-005d-4afc-af8d-61730fa7605d","executionInfo":{"status":"ok","timestamp":1710472312143,"user_tz":-480,"elapsed":300,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["('Amy', 27, 4.2, 'No')"]},"metadata":{},"execution_count":8}],"source":["# instance-level attributes\n","customer_1.name, customer_1.income, customer_1.years, customer_1.criminal"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_style":"split","colab":{"base_uri":"https://localhost:8080/"},"id":"RFLsooll4v1l","outputId":"2da23f8a-d6bb-40ab-e036-7724acdf1b48","executionInfo":{"status":"ok","timestamp":1710472320066,"user_tz":-480,"elapsed":294,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["('Sam', 32, 1.5, 'Yes')"]},"metadata":{},"execution_count":9}],"source":["customer_2.name, customer_2.income, customer_2.years, customer_2.criminal"]},{"cell_type":"markdown","metadata":{"id":"RJY7RN484v1m"},"source":["\n","\n","- Instance objects also inherit attributes that live in the class objects from which they were generated:\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"PH6y-AJE4v1n","outputId":"c7de4fb8-3d9a-4fc7-e960-a11aae71a2e9","executionInfo":{"status":"ok","timestamp":1710472382204,"user_tz":-480,"elapsed":340,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'A class for bank customers.'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":10}],"source":["# class-level data attributes\n","customer_1.__doc__"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"zgnmkJIIQFOv","outputId":"636bc6cd-450a-4254-832d-15c8ff2e52ea","executionInfo":{"status":"ok","timestamp":1710472383811,"user_tz":-480,"elapsed":3,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'A class for bank customers.'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":11}],"source":["customer_2.__doc__"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"uPkbR7nc80dd","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1710472415516,"user_tz":-480,"elapsed":313,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"230bc7bc-492d-4490-86d6-dea7e774c353"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'Approve'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":12}],"source":["# class-level method attributes\n","# the instance is implicitly passed as the argument to self\n","customer_1.apply_loan()"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"D3F0iDaN8OAn","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1710472433971,"user_tz":-480,"elapsed":291,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"426f226e-597a-4e36-b225-1ea44629c620"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'Reject'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":13}],"source":["customer_2.apply_loan()"]},{"cell_type":"markdown","source":["*Exercise*: What does the following code output?\n","\n","```Python\n","class People:\n","\n","    def __init__(self, name=\"Unknown\"):\n","      self.name = name\n","\n","    def namePrint(self):\n","      print(self.name)\n","\n","person1 = People(\"Sally\")\n","person2 = People()\n","person2.namePrint()\n","```"],"metadata":{"id":"mSk9sRlECJml"}},{"cell_type":"markdown","metadata":{"id":"Qja3RAKqwtyI"},"source":["## 2.3 Class Attributes vs. Instance Attributes\n","\n","Generally speaking, instance attributes are for data unique to each instance (defined inside the `__init__()` function) and class attributes are for things shared by all instances of the class.\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"MDDGxeA0xL_L","outputId":"2e2926e2-8f08-4f14-dd50-93a75956b702","executionInfo":{"status":"ok","timestamp":1710473150470,"user_tz":-480,"elapsed":319,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["mappingproxy({'__module__': '__main__',\n","              '__doc__': 'A class for bank customers.',\n","              '__init__': <function __main__.Customer.__init__(self, name, income, years, criminal='No')>,\n","              'apply_loan': <function __main__.Customer.apply_loan(self)>,\n","              '__dict__': <attribute '__dict__' of 'Customer' objects>,\n","              '__weakref__': <attribute '__weakref__' of 'Customer' objects>})"]},"metadata":{},"execution_count":17}],"source":["Customer.__dict__"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"hptIG3agxQAM","outputId":"410e624f-8c2c-41fe-da4c-3b450d6334bd","executionInfo":{"status":"ok","timestamp":1710473161095,"user_tz":-480,"elapsed":385,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'name': 'Amy', 'income': 27, 'years': 4.2, 'criminal': 'No'}"]},"metadata":{},"execution_count":18}],"source":["customer_1.__dict__"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"HBHiKf-Qxhzy","outputId":"38ee91dc-28d5-4142-8a8d-271343b4ede0","executionInfo":{"status":"ok","timestamp":1710473165247,"user_tz":-480,"elapsed":446,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'name': 'Sam', 'income': 32, 'years': 1.5, 'criminal': 'Yes'}"]},"metadata":{},"execution_count":19}],"source":["customer_2.__dict__"]},{"cell_type":"markdown","metadata":{"id":"Bc3OiZob10JT"},"source":["*Exercise:* Write a Python class `Employee` with attributes like `emp_id`, `emp_name`, `emp_salary`, and `emp_department` and methods like `calculate_emp_salary`, and `assign_emp_department`.\n","\n","- Use 'assign_emp_department' method to change the department of an employee.\n","\n","- Use 'calculate_emp_salary' method to add overtime amount to salary. The method takes one argument: hours_worked, which is the number of hours worked by the employee. If the number of hours worked is more than 50, the method computes overtime and adds it to the salary. Overtime is calculated as following formula:\n","\n","  - overtime = hours_worked - 50\n","  - overtime amount = (overtime * (salary / 50))"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"-sSZZj4o10JT"},"outputs":[],"source":["# define your class here\n","class Employee:\n","  '''A class for company employees'''\n","  def __init__(self, emp_id, emp_name, emp_salary, emp_department):\n","    self.emp_id = emp_id\n","    self.emp_name = emp_name\n","    self.emp_salary = emp_salary\n","    self.emp_department = emp_department\n","\n","  def assign_emp_department(self, new_department):\n","    self.emp_department = new_department\n","\n","  def calculate_emp_salary(self, hours_worked):\n","    overtime = 0\n","    if hours_worked > 50:\n","      overtime = hours_worked - 50\n","    overtime_amount = (overtime * (self.emp_salary / 50))\n","    self.emp_salary += overtime_amount"]},{"cell_type":"markdown","metadata":{"id":"gsk09WhR10JT"},"source":["Instantiate Employee using `\"E7876\", \"ADAMS\", 50000, \"ACCOUNTING\"` and name it as `employee1`. Use `employee1.__dict__` to check attribute values."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"s0fY6TPo10JT","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710473954934,"user_tz":-480,"elapsed":311,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"5f6e0291-b070-4180-921c-c7478d0717cf"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'emp_id': 'E7876',\n"," 'emp_name': 'ADAMS',\n"," 'emp_salary': 50000,\n"," 'emp_department': 'ACCOUNTING'}"]},"metadata":{},"execution_count":30}],"source":["# write your code here\n","employee1 = Employee(\"E7876\", \"ADAMS\", 50000, \"ACCOUNTING\")\n","employee1.__dict__"]},{"cell_type":"markdown","metadata":{"id":"YSxOKbf510JT"},"source":["Use `assign_emp_department` method to change the department of employee1 to `OPERATIONS`"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"sZ5yDOvt10JU"},"outputs":[],"source":["# write your code here\n","employee1.assign_emp_department(\"OPERATIONS\")"]},{"cell_type":"markdown","metadata":{"id":"t1VSUEc010JU"},"source":["Use `calculate_emp_salary` method to add the overtime amount to salary of employee1 if he works for 60 hours"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"GdC2_M3X10JU"},"outputs":[],"source":["# write your code here\n","employee1.calculate_emp_salary(60)"]},{"cell_type":"markdown","metadata":{"id":"lvU_w3Qr10JU"},"source":["Use `employee1.__dict__` to check updated attribute values."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"7C8ZbcOY10JU","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710473967481,"user_tz":-480,"elapsed":306,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"724aab8f-9f42-463b-886d-58c60fc14a35"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'emp_id': 'E7876',\n"," 'emp_name': 'ADAMS',\n"," 'emp_salary': 60000.0,\n"," 'emp_department': 'OPERATIONS'}"]},"metadata":{},"execution_count":33}],"source":["# write your code here\n","employee1.__dict__"]},{"cell_type":"markdown","metadata":{"id":"YDLd63Dp4v1z"},"source":["\n","<br>\n","\n","\n","## 2.4 `__X__()` Methods\n","\n","\n","Running `dir(customer_1)` shows that some `__X__()` (pronouced as \"dunder X\") methods  are available to `customer_1` (inherited from somewhere)."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"9M-RS1XE4v10","outputId":"9f205107-23e0-4e59-ccc2-0d340174d6ee","executionInfo":{"status":"ok","timestamp":1710474017448,"user_tz":-480,"elapsed":851,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['__class__',\n"," '__delattr__',\n"," '__dict__',\n"," '__dir__',\n"," '__doc__',\n"," '__eq__',\n"," '__format__',\n"," '__ge__',\n"," '__getattribute__',\n"," '__gt__',\n"," '__hash__',\n"," '__init__',\n"," '__init_subclass__',\n"," '__le__',\n"," '__lt__',\n"," '__module__',\n"," '__ne__',\n"," '__new__',\n"," '__reduce__',\n"," '__reduce_ex__',\n"," '__repr__',\n"," '__setattr__',\n"," '__sizeof__',\n"," '__str__',\n"," '__subclasshook__',\n"," '__weakref__',\n"," 'apply_loan',\n"," 'criminal',\n"," 'income',\n"," 'name',\n"," 'years']"]},"metadata":{},"execution_count":34}],"source":["dir(customer_1)"]},{"cell_type":"markdown","metadata":{"id":"VvCiZBrl4v11"},"source":["\n","In Python, [dunder methods](https://docs.python.org/3/reference/datamodel.html#special-method-names) are methods that allow instances of a class to interact with the built-in functions and operators of the language. The word “dunder” comes from “double underscore”, because the names of dunder methods start and end with two underscores.\n","\n","Dunder methods exist for nearly every operation available to built-in types. The mapping from each of these operations to a dunder method is ***fixed*** and ***unchangeable***. The table below lists a few of the most straightforward ones:\n","\n","\n","\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"2yYKbkOPMtSI"},"source":["|Operation | Expression (or Statement) | And Python Calls\n","|:-- |:-- |:-- |\n","|Addition |`a + b`| `a.__add__(b)` |\n","|Subtraction| `a - b`|`a.__sub__(b)`|\n","|Multiplication |`a * b`|`a.__mul__(b)`|\n","| Division |`a / b`|`a.__truediv__(b)`|\n","| Equality |`a == b`|`a.__eq__(b)`|\n","| Inequality |`a != b`|`a.__ne__(b)`|\n","| Less than |`a < b`|`a.__lt__(b)`|\n","| Greater than |`a > b`|`a.__gt__(b)`|\n","| Less than or equal to|\t`a <= b`|`a.__le__(b)`|\n","| Greater than or equal to|\t`a <= b`|`a.__ge__(b)`|\n","| Length |\t`len(s)`|`s.__len__()`|\n","| Membership tests  |\t`x in s` | `s.__contains__(x)`|\n","| Attribute listing  |\t`dir(x)` | `x.__dir__()`|\n","\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"Z7eeYgH0nHwV"},"source":["The `hasattr()` method returns true if an object has the given named attribute and false if it does not."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"0HkkFXgMMFq8","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710474181559,"user_tz":-480,"elapsed":281,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"a41a255f-b86a-4ffe-929a-63227f62fd1a"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["True"]},"metadata":{},"execution_count":35}],"source":["hasattr(\"string\", \"__len__\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Fg1Wx-XvPu_u","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710474204166,"user_tz":-480,"elapsed":304,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"3f6b004b-9dd3-4717-db1e-9abb3db448fa"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["False"]},"metadata":{},"execution_count":36}],"source":["hasattr(1, \"__len__\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"MyHf0hqJPhfv","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710474209755,"user_tz":-480,"elapsed":285,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"bdb1a324-aa6d-42e3-87cd-8c31aeb934db"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["True"]},"metadata":{},"execution_count":37}],"source":["hasattr(1, \"__add__\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"cGBXiobXPprA","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710474213415,"user_tz":-480,"elapsed":354,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"6f7b7bbe-b2d1-4902-d773-8e8648a645b8"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["True"]},"metadata":{},"execution_count":38}],"source":["hasattr(\"string\", \"__add__\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"13RwPs-bVKFB","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710474215568,"user_tz":-480,"elapsed":1,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"4e8b7ee8-da62-473e-ba21-701ff9dac3f6"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["True"]},"metadata":{},"execution_count":39}],"source":["hasattr(\"string\", \"__contains__\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"K8pca4B9VMmY","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710474218935,"user_tz":-480,"elapsed":302,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"b97e8715-2d73-4a5a-e057-2cea93546f63"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["False"]},"metadata":{},"execution_count":40}],"source":["hasattr(1, \"__contains__\")"]},{"cell_type":"markdown","metadata":{"id":"KoyFG_KIUvSF"},"source":["By defining dunder methods, we can retrofit operations invoked by Python's built-in syntax (such as arithmetic operations, comparisons, indexing, and slicing) to a user-defined class."]},{"cell_type":"markdown","metadata":{"id":"jshrquEtMEnB"},"source":["---\n","\n","<br>\n","\n","### `__repr__()`\n","\n","\n","Typing the name directly into the interpreter prints out its string representation:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"x8acvDcB4v12","outputId":"9b7d7484-20f2-4373-d012-99def5d527c7","executionInfo":{"status":"ok","timestamp":1710474292118,"user_tz":-480,"elapsed":313,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<__main__.Customer at 0x7ffa94a7f460>"]},"metadata":{},"execution_count":41}],"source":["customer_1"]},{"cell_type":"markdown","metadata":{"id":"JEYpFUlg4v13"},"source":["Behind the scene,  [`__repr__()`](https://docs.python.org/3/reference/datamodel.html#object.__repr__) is invoked to return a string representing the object.\n","It's what we get when the Python intepreter shows an object:\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"y_wLIowQ4v13","outputId":"d141a1b2-cc0f-463d-c421-32304be90401","executionInfo":{"status":"ok","timestamp":1710474323839,"user_tz":-480,"elapsed":292,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'<__main__.Customer object at 0x7ffa94a7f460>'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":42}],"source":["customer_1.__repr__()"]},{"cell_type":"markdown","metadata":{"id":"xUiRkf9C4v14"},"source":["We can override the default `__repr__()` to produce a more readable string representation:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"L-lXi12q4v15"},"outputs":[],"source":["class Customer:\n","    '''A class for bank customers.'''\n","\n","    def __init__(self, name, income, years, criminal='No'):\n","        '''populate the attributes of a particular customer'''\n","        self.name = name\n","        self.income = income\n","        self.years = years\n","        self.criminal = criminal\n","\n","    def __repr__(self):\n","        '''define a string representation of a given instance'''\n","        return f\"Customer: {self.__dict__}\"\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"bUPjfenhRr1d","outputId":"9a6b405f-5e46-47aa-efd2-3139393e1c6e","executionInfo":{"status":"ok","timestamp":1710745578696,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Customer: {'name': 'Amy', 'income': 27, 'years': 4.2, 'criminal': 'No'}"]},"metadata":{},"execution_count":4}],"source":["customer_1 = Customer(\"Amy\", 27, 4.2)\n","customer_1"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"yo131WWhBfW1","outputId":"d1bd16eb-1196-4737-885b-3502309fb4cf","executionInfo":{"status":"ok","timestamp":1710745580500,"user_tz":-480,"elapsed":285,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Customer: {'name': 'Sam', 'income': 32, 'years': 1.5, 'criminal': 'Yes'}"]},"metadata":{},"execution_count":5}],"source":["customer_2 = Customer(\"Sam\", 32, 1.5, \"Yes\")\n","customer_2"]},{"cell_type":"markdown","metadata":{"id":"ZoyRMf7SAaVc"},"source":["\n","---\n","\n","<br>\n","\n","### `__str__()`\n","\n","The `__str__` method is called when you use the str() function on an object or when you use the print() function to print an object."]},{"cell_type":"code","source":["\"multi-line\\nstring\""],"metadata":{"id":"7rJRsH4-VkZz","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1710474484236,"user_tz":-480,"elapsed":306,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"766b7d2f-fd32-4579-d2d0-5509bc2e0d9b"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["'multi-line\\nstring'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":46}]},{"cell_type":"code","source":["print(\"multi-line\\nstring\")"],"metadata":{"id":"Zrbt4PTEVlsD","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710474495400,"user_tz":-480,"elapsed":300,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"765f4ed6-2a67-4e07-a197-0b37a5b75673"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["multi-line\n","string\n"]}]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"X3kIZZICAjx0","outputId":"25b063a9-8d00-4fea-90d6-d4a93c2db34c","executionInfo":{"status":"ok","timestamp":1710474501071,"user_tz":-480,"elapsed":272,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["Customer: {'name': 'Amy', 'income': 27, 'years': 4.2, 'criminal': 'No'}\n"]}],"source":["print(customer_1)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ma3oIUDcA36F"},"outputs":[],"source":["class Customer:\n","    '''A class for bank customers.'''\n","\n","    def __init__(self, name, income, years, criminal='No'):\n","        '''populate the attributes of a particular instance'''\n","        self.name = name\n","        self.income = income\n","        self.years = years\n","        self.criminal = criminal\n","\n","    def __repr__(self):\n","        '''defines a string representation of a given instance'''\n","        return f\"Customer: {self.__dict__}\"\n","\n","    def __str__(self):\n","        '''defines a printable representation of a given instance'''\n","        prefix = \"Customer:\\n\"\n","        return prefix + '\\n'.join([f'{k.title()} -> {v}' for k, v in self.__dict__.items()])   # The title() method returns a string where the first character in every word is upper case.\n","        # The return value must be a string object\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"2p4ZBR--BYyo","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710745622004,"user_tz":-480,"elapsed":272,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"fbaf3aaf-e280-4a40-a3a6-1740778a2e0b"},"outputs":[{"output_type":"stream","name":"stdout","text":["Customer:\n","Name -> Amy\n","Income -> 27\n","Years -> 4.2\n","Criminal -> No\n"]}],"source":["customer_1 = Customer(\"Amy\", 27, 4.2)\n","print(customer_1)"]},{"cell_type":"markdown","metadata":{"id":"RoOgED6QKik-"},"source":["\n","---\n","\n"," <br>\n","\n","###  `__iter__()`\n","\n","\n","`__iter__()` methods for most commonly used operations are not provided by default. The corresponding operations are then not supported for the class's instances.\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":159},"id":"siOeXdyfKluc","outputId":"fbf46559-0db4-4fe4-8520-061d86b3fe11","executionInfo":{"status":"error","timestamp":1710745682482,"user_tz":-480,"elapsed":370,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"error","ename":"TypeError","evalue":"'Customer' object is not iterable","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-8-d123d6726c44>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0mk\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mcustomer_1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"{k} -> {v}\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mTypeError\u001b[0m: 'Customer' object is not iterable"]}],"source":["for k, v in customer_1:\n","    print(f\"{k} -> {v}\")"]},{"cell_type":"markdown","metadata":{"id":"S3QqF8haLfza"},"source":["`__iter__()` makes a class's instances iterable. We implement it by using a generator expression to yield the components one after the other:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"HmZSFlGOKw2d"},"outputs":[],"source":["class Customer:\n","    '''A class for bank customers.'''\n","\n","    def __init__(self, name, income, years, criminal='No'):\n","        '''populate the attributes of a particular instance'''\n","        self.name = name\n","        self.income = income\n","        self.years = years\n","        self.criminal = criminal\n","\n","    def __repr__(self):\n","        '''define a string representation of a given instance'''\n","        return f\"Customer: {self.__dict__}\"\n","\n","    def __str__(self):\n","        '''define a printable string representation of a given instance'''\n","        prefix = \"Customer:\\n\"\n","        return prefix + '\\n'.join([f'{k.title()} -> {v}' for k, v in self.__dict__.items()])    # The return value must be a string object\n","\n","    def __iter__(self):\n","        '''make an instance iterable'''\n","        return ((k, v) for k, v in self.__dict__.items())\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"tHJqRc8-LFo6","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710745780651,"user_tz":-480,"elapsed":286,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"ca533ddd-0a75-4998-b7ca-d15a6dd0741d"},"outputs":[{"output_type":"stream","name":"stdout","text":["name -> Amy\n","income -> 27\n","years -> 4.2\n","criminal -> No\n"]}],"source":["customer_1 = Customer(\"Amy\", 27, 4.2)\n","for k, v in customer_1:\n","    print(f\"{k} -> {v}\")"]},{"cell_type":"markdown","metadata":{"id":"tA67DyPk4v2A"},"source":["\n","<br>\n","\n","\n","## 2.5 Defining a Derived Class  \n","\n","\n","\n","Python allows us to form a **derived class** (**subclass**) from one or more than one **base class** (**superclass**) to specialize behaviors while reusing existing code.\n","\n","To create a subclass, we just list the base class in parentheses in the `class` statement's header (seperated by `,` if there is more than one base class) :"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"rsNNNIPz4v2B"},"outputs":[],"source":["class Person:\n","\n","    def __init__(self, name, date_of_birth, gender):\n","        self.name = name\n","        self.date_of_birth = date_of_birth\n","        self.gender = gender\n","\n","    def __repr__(self):\n","        '''define a string representation of a given instance'''\n","        return f\"{self.__dict__}\"\n","\n","\n","class Customer(Person):\n","\n","    def __init__(self, name, date_of_birth, gender, income, years, criminal=\"No\"):\n","        # a method call notation; self should not be present\n","        super().__init__(name, date_of_birth, gender)\n","        self.income = income\n","        self.years = years\n","        self.criminal = criminal\n","\n","    def apply_loan(self):\n","        if self.income >= 70:\n","            result = 'Approve'\n","        elif self.income >= 30:\n","            if self.years >= 2:\n","                result = 'Approve'\n","            else:result = 'Reject'\n","        else:\n","            if self.criminal == \"No\":\n","                result = 'Approve'\n","            else: result = 'Reject'\n","        return result"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Sn6iEqV5wKLC","outputId":"33832aea-6099-49bc-8a52-f9a5fac4333f","executionInfo":{"status":"ok","timestamp":1710746059664,"user_tz":-480,"elapsed":389,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["mappingproxy({'__module__': '__main__',\n","              '__init__': <function __main__.Person.__init__(self, name, date_of_birth, gender)>,\n","              '__repr__': <function __main__.Person.__repr__(self)>,\n","              '__dict__': <attribute '__dict__' of 'Person' objects>,\n","              '__weakref__': <attribute '__weakref__' of 'Person' objects>,\n","              '__doc__': None})"]},"metadata":{},"execution_count":13}],"source":["Person.__dict__"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"jH3gWdT2wXhc","outputId":"452e77e2-63bd-4fab-f8c4-b6582eda70db","executionInfo":{"status":"ok","timestamp":1710746061909,"user_tz":-480,"elapsed":1,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["mappingproxy({'__module__': '__main__',\n","              '__init__': <function __main__.Customer.__init__(self, name, date_of_birth, gender, income, years, criminal='No')>,\n","              'apply_loan': <function __main__.Customer.apply_loan(self)>,\n","              '__doc__': None})"]},"metadata":{},"execution_count":14}],"source":["Customer.__dict__"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"DvrwZnAfpwwQ","outputId":"6c97a766-d866-4297-8094-f379fe527311","executionInfo":{"status":"ok","timestamp":1710746080040,"user_tz":-480,"elapsed":303,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'name': 'Amy', 'date_of_birth': 'Oct. 10, 1999', 'gender': 'F'}"]},"metadata":{},"execution_count":15}],"source":["a_person = Person(\"Amy\", \"Oct. 10, 1999\", \"F\")\n","a_person"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"pl3DS11TTh_0","outputId":"1cd710c5-6125-4bde-a6cc-c7b397a40f3d","executionInfo":{"status":"ok","timestamp":1710746081745,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'name': 'Amy', 'date_of_birth': 'Oct. 10, 1999', 'gender': 'F'}"]},"metadata":{},"execution_count":16}],"source":["a_person.__dict__"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"jZUiY6t1m2ct","outputId":"5ec44d59-d192-4b18-fc2a-5b359d99091d","executionInfo":{"status":"ok","timestamp":1710746093023,"user_tz":-480,"elapsed":288,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'name': 'Amy', 'date_of_birth': 'Oct. 10, 1999', 'gender': 'F', 'income': 27, 'years': 4.2, 'criminal': 'No'}"]},"metadata":{},"execution_count":17}],"source":["customer_3 = Customer(\"Amy\", \"Oct. 10, 1999\", \"F\", 27, 4.2)\n","customer_3"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"tYctLU5YnPtw","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746094810,"user_tz":-480,"elapsed":413,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"03f0c34c-526d-4b1a-987c-d314e0eaf046"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["{'name': 'Amy',\n"," 'date_of_birth': 'Oct. 10, 1999',\n"," 'gender': 'F',\n"," 'income': 27,\n"," 'years': 4.2,\n"," 'criminal': 'No'}"]},"metadata":{},"execution_count":18}],"source":["customer_3.__dict__"]},{"cell_type":"markdown","metadata":{"id":"TM-P1e104v2F"},"source":["Each instance inherits names from the class it's generated from, as well as all of that class's superclasses:"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"kLdKCIxp4v2F","outputId":"20d5f1be-2f6e-4509-9d78-9fa8643a67c6","executionInfo":{"status":"ok","timestamp":1710746130565,"user_tz":-480,"elapsed":305,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'apply_loan']\n"]}],"source":["print(dir(Customer))"]},{"cell_type":"markdown","metadata":{"id":"xqfqpGy24v2H"},"source":["To resolve attribute references, Python goes through the following steps:\n","\n","1. The search first checks the instance's namespace and then its class's namespace.\n","2. If a requested attribute is not found in the class's namespace, the search proceeds to look in the most recent superclass.\n","3. This rule is applied ***recursively*** upward through a **hirerarchy of classes** until all superclasses are searched.\n","\n","Searches stop at the first appearance of the attribute name that it finds."]},{"cell_type":"markdown","metadata":{"id":"7mrijKs8Z4sw"},"source":["\n","<br/>\n","\n","# 3 Modules\n","\n","Most of the functionality in Python is provided by **modules**, which are typically Python program files that contain definitions and statements we want to import to use.\n","\n","\n","Let's look at a .py file that contains the following code:\n","\n","```python\n","name = \"Business Analytics\"\n","\n","array = [1, 2, 3]\n","\n","def foo(arg):\n","    print('arg = {}'.format(arg) )\n","```    \n","\n","It can be read in as a module using [the `import` statement](https://docs.python.org/3/reference/simple_stmts.html#import):\n"]},{"cell_type":"code","execution_count":20,"metadata":{"id":"9uYDLlgqkgRG","executionInfo":{"status":"ok","timestamp":1710746599484,"user_tz":-480,"elapsed":331,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[],"source":["import mod"]},{"cell_type":"code","execution_count":21,"metadata":{"id":"10uylO6gjIKT","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746604339,"user_tz":-480,"elapsed":368,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"1655a297-950d-4b44-e926-92642fe50085"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['Customer',\n"," 'In',\n"," 'Out',\n"," 'Person',\n"," '_',\n"," '_13',\n"," '_14',\n"," '_15',\n"," '_16',\n"," '_17',\n"," '_18',\n"," '_2',\n"," '_4',\n"," '_5',\n"," '__',\n"," '___',\n"," '__builtin__',\n"," '__builtins__',\n"," '__doc__',\n"," '__loader__',\n"," '__name__',\n"," '__package__',\n"," '__spec__',\n"," '_dh',\n"," '_i',\n"," '_i1',\n"," '_i10',\n"," '_i11',\n"," '_i12',\n"," '_i13',\n"," '_i14',\n"," '_i15',\n"," '_i16',\n"," '_i17',\n"," '_i18',\n"," '_i19',\n"," '_i2',\n"," '_i20',\n"," '_i21',\n"," '_i3',\n"," '_i4',\n"," '_i5',\n"," '_i6',\n"," '_i7',\n"," '_i8',\n"," '_i9',\n"," '_ih',\n"," '_ii',\n"," '_iii',\n"," '_oh',\n"," 'a_person',\n"," 'customer_1',\n"," 'customer_2',\n"," 'customer_3',\n"," 'exit',\n"," 'get_ipython',\n"," 'k',\n"," 'mod',\n"," 'quit',\n"," 'v']"]},"metadata":{},"execution_count":21}],"source":["dir()"]},{"cell_type":"code","execution_count":22,"metadata":{"id":"71iQwgnNjIKT","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746632211,"user_tz":-480,"elapsed":301,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"6c73d77d-59b2-4385-aaac-414683037a4a"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<module 'mod' from '/content/mod.py'>"]},"metadata":{},"execution_count":22}],"source":["mod"]},{"cell_type":"code","execution_count":23,"metadata":{"id":"ZDtthmdj0krP","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746635345,"user_tz":-480,"elapsed":301,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"d38772a2-f853-47c7-915e-6cc20f9e3419"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["module"]},"metadata":{},"execution_count":23}],"source":["type(mod)"]},{"cell_type":"markdown","metadata":{"id":"4z5sXyVgMSSH"},"source":["\n","The first time a module is imported, Python creates a module object, which is a wrapper of a namespace, and executes all ***top-level*** assignments (including function and class definitions) to create module attributes that populate the new namespace:\n","\n","<br>\n","\n","<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/module.png\" width=500 />"]},{"cell_type":"code","execution_count":24,"metadata":{"id":"-RqJmwcJMSSH","scrolled":true,"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746690108,"user_tz":-480,"elapsed":293,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"e793bef5-b245-412f-e2f1-5b2ad7c96936"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['__builtins__',\n"," '__cached__',\n"," '__doc__',\n"," '__file__',\n"," '__loader__',\n"," '__name__',\n"," '__package__',\n"," '__spec__',\n"," 'array',\n"," 'foo',\n"," 'name']"]},"metadata":{},"execution_count":24}],"source":["dir(mod)"]},{"cell_type":"markdown","metadata":{"id":"HohMk_GT7IQ0"},"source":["These names are now available for use, and the dot notation is used to refer to them:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"3ydFDxA6MSSJ"},"outputs":[],"source":["mod.array"]},{"cell_type":"code","execution_count":25,"metadata":{"id":"I2G8fCyrz3ap","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1710746732516,"user_tz":-480,"elapsed":285,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"660fb512-5c2c-4410-fb19-89786306477c"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'mod'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":25}],"source":["mod.__name__"]},{"cell_type":"code","execution_count":26,"metadata":{"id":"tWmm3TA_jIKV","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1710746735664,"user_tz":-480,"elapsed":295,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"0021329f-e9fc-4952-ebb8-b868d1a79501"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'/content/mod.py'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":26}],"source":["mod.__file__"]},{"cell_type":"markdown","metadata":{"id":"vwvr50KNMSSK"},"source":["\n","\n","> Normally, module namespaces last until the session terminates.</div>"]},{"cell_type":"markdown","metadata":{"id":"IYNU-r1sMSSK"},"source":["\n","\n","<br/>\n","\n","\n","### The `import` Statement\n","\n","Useful modules that form the [standard library](https://docs.python.org/3/library/) include `os`, `sys`, `math`, `random`, `shutil`, and so on."]},{"cell_type":"code","execution_count":27,"metadata":{"id":"Cqc561sLxEPz","executionInfo":{"status":"ok","timestamp":1710746796763,"user_tz":-480,"elapsed":274,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[],"source":["import random"]},{"cell_type":"code","execution_count":28,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"gLR427M20wL5","outputId":"756dbcaa-9375-488a-fe40-8d93e25de1e9","executionInfo":{"status":"ok","timestamp":1710746798714,"user_tz":-480,"elapsed":352,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[{"output_type":"execute_result","data":{"text/plain":["<module 'random' from '/usr/lib/python3.10/random.py'>"]},"metadata":{},"execution_count":28}],"source":["random"]},{"cell_type":"code","execution_count":29,"metadata":{"id":"QzMtHOldMSSL","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746801017,"user_tz":-480,"elapsed":277,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"04839a01-e69c-4020-f4fc-16b3a3ca202b"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["['BPF',\n"," 'LOG4',\n"," 'NV_MAGICCONST',\n"," 'RECIP_BPF',\n"," 'Random',\n"," 'SG_MAGICCONST',\n"," 'SystemRandom',\n"," 'TWOPI',\n"," '_ONE',\n"," '_Sequence',\n"," '_Set',\n"," '__all__',\n"," '__builtins__',\n"," '__cached__',\n"," '__doc__',\n"," '__file__',\n"," '__loader__',\n"," '__name__',\n"," '__package__',\n"," '__spec__',\n"," '_accumulate',\n"," '_acos',\n"," '_bisect',\n"," '_ceil',\n"," '_cos',\n"," '_e',\n"," '_exp',\n"," '_floor',\n"," '_index',\n"," '_inst',\n"," '_isfinite',\n"," '_log',\n"," '_os',\n"," '_pi',\n"," '_random',\n"," '_repeat',\n"," '_sha512',\n"," '_sin',\n"," '_sqrt',\n"," '_test',\n"," '_test_generator',\n"," '_urandom',\n"," '_warn',\n"," 'betavariate',\n"," 'choice',\n"," 'choices',\n"," 'expovariate',\n"," 'gammavariate',\n"," 'gauss',\n"," 'getrandbits',\n"," 'getstate',\n"," 'lognormvariate',\n"," 'normalvariate',\n"," 'paretovariate',\n"," 'randbytes',\n"," 'randint',\n"," 'random',\n"," 'randrange',\n"," 'sample',\n"," 'seed',\n"," 'setstate',\n"," 'shuffle',\n"," 'triangular',\n"," 'uniform',\n"," 'vonmisesvariate',\n"," 'weibullvariate']"]},"metadata":{},"execution_count":29}],"source":["dir(random)  # random.py"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ZXUsJ1dE7HWQ"},"outputs":[],"source":["random.randint(0, 10)  # Return a random number between 0 and 10 (both included)"]},{"cell_type":"markdown","metadata":{"id":"-TjIpMyO7QTV"},"source":["Using `help()` gets the documentation for this function:"]},{"cell_type":"code","execution_count":30,"metadata":{"id":"gnnxEoo37Wsw","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746837313,"user_tz":-480,"elapsed":361,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"9c940695-0aa6-42fa-f68c-a0dc50ffca7e"},"outputs":[{"output_type":"stream","name":"stdout","text":["Help on module random:\n","\n","NAME\n","    random - Random variable generators.\n","\n","MODULE REFERENCE\n","    https://docs.python.org/3.10/library/random.html\n","    \n","    The following documentation is automatically generated from the Python\n","    source files.  It may be incomplete, incorrect or include features that\n","    are considered implementation detail and may vary between Python\n","    implementations.  When in doubt, consult the module reference at the\n","    location listed above.\n","\n","DESCRIPTION\n","        bytes\n","        -----\n","               uniform bytes (values between 0 and 255)\n","    \n","        integers\n","        --------\n","               uniform within range\n","    \n","        sequences\n","        ---------\n","               pick random element\n","               pick random sample\n","               pick weighted random sample\n","               generate random permutation\n","    \n","        distributions on the real line:\n","        ------------------------------\n","               uniform\n","               triangular\n","               normal (Gaussian)\n","               lognormal\n","               negative exponential\n","               gamma\n","               beta\n","               pareto\n","               Weibull\n","    \n","        distributions on the circle (angles 0 to 2pi)\n","        ---------------------------------------------\n","               circular uniform\n","               von Mises\n","    \n","    General notes on the underlying Mersenne Twister core generator:\n","    \n","    * The period is 2**19937-1.\n","    * It is one of the most extensively tested generators in existence.\n","    * The random() method is implemented in C, executes in a single Python step,\n","      and is, therefore, threadsafe.\n","\n","CLASSES\n","    _random.Random(builtins.object)\n","        Random\n","            SystemRandom\n","    \n","    class Random(_random.Random)\n","     |  Random(x=None)\n","     |  \n","     |  Random number generator base class used by bound module functions.\n","     |  \n","     |  Used to instantiate instances of Random to get generators that don't\n","     |  share state.\n","     |  \n","     |  Class Random can also be subclassed if you want to use a different basic\n","     |  generator of your own devising: in that case, override the following\n","     |  methods:  random(), seed(), getstate(), and setstate().\n","     |  Optionally, implement a getrandbits() method so that randrange()\n","     |  can cover arbitrarily large ranges.\n","     |  \n","     |  Method resolution order:\n","     |      Random\n","     |      _random.Random\n","     |      builtins.object\n","     |  \n","     |  Methods defined here:\n","     |  \n","     |  __getstate__(self)\n","     |      # Issue 17489: Since __reduce__ was defined to fix #759889 this is no\n","     |      # longer called; we leave it here because it has been here since random was\n","     |      # rewritten back in 2001 and why risk breaking something.\n","     |  \n","     |  __init__(self, x=None)\n","     |      Initialize an instance.\n","     |      \n","     |      Optional argument x controls seeding, as for Random.seed().\n","     |  \n","     |  __reduce__(self)\n","     |      Helper for pickle.\n","     |  \n","     |  __setstate__(self, state)\n","     |  \n","     |  betavariate(self, alpha, beta)\n","     |      Beta distribution.\n","     |      \n","     |      Conditions on the parameters are alpha > 0 and beta > 0.\n","     |      Returned values range between 0 and 1.\n","     |  \n","     |  choice(self, seq)\n","     |      Choose a random element from a non-empty sequence.\n","     |  \n","     |  choices(self, population, weights=None, *, cum_weights=None, k=1)\n","     |      Return a k sized list of population elements chosen with replacement.\n","     |      \n","     |      If the relative weights or cumulative weights are not specified,\n","     |      the selections are made with equal probability.\n","     |  \n","     |  expovariate(self, lambd)\n","     |      Exponential distribution.\n","     |      \n","     |      lambd is 1.0 divided by the desired mean.  It should be\n","     |      nonzero.  (The parameter would be called \"lambda\", but that is\n","     |      a reserved word in Python.)  Returned values range from 0 to\n","     |      positive infinity if lambd is positive, and from negative\n","     |      infinity to 0 if lambd is negative.\n","     |  \n","     |  gammavariate(self, alpha, beta)\n","     |      Gamma distribution.  Not the gamma function!\n","     |      \n","     |      Conditions on the parameters are alpha > 0 and beta > 0.\n","     |      \n","     |      The probability distribution function is:\n","     |      \n","     |                  x ** (alpha - 1) * math.exp(-x / beta)\n","     |        pdf(x) =  --------------------------------------\n","     |                    math.gamma(alpha) * beta ** alpha\n","     |  \n","     |  gauss(self, mu, sigma)\n","     |      Gaussian distribution.\n","     |      \n","     |      mu is the mean, and sigma is the standard deviation.  This is\n","     |      slightly faster than the normalvariate() function.\n","     |      \n","     |      Not thread-safe without a lock around calls.\n","     |  \n","     |  getstate(self)\n","     |      Return internal state; can be passed to setstate() later.\n","     |  \n","     |  lognormvariate(self, mu, sigma)\n","     |      Log normal distribution.\n","     |      \n","     |      If you take the natural logarithm of this distribution, you'll get a\n","     |      normal distribution with mean mu and standard deviation sigma.\n","     |      mu can have any value, and sigma must be greater than zero.\n","     |  \n","     |  normalvariate(self, mu, sigma)\n","     |      Normal distribution.\n","     |      \n","     |      mu is the mean, and sigma is the standard deviation.\n","     |  \n","     |  paretovariate(self, alpha)\n","     |      Pareto distribution.  alpha is the shape parameter.\n","     |  \n","     |  randbytes(self, n)\n","     |      Generate n random bytes.\n","     |  \n","     |  randint(self, a, b)\n","     |      Return random integer in range [a, b], including both end points.\n","     |  \n","     |  randrange(self, start, stop=None, step=1)\n","     |      Choose a random item from range(start, stop[, step]).\n","     |      \n","     |      This fixes the problem with randint() which includes the\n","     |      endpoint; in Python this is usually not what you want.\n","     |  \n","     |  sample(self, population, k, *, counts=None)\n","     |      Chooses k unique random elements from a population sequence or set.\n","     |      \n","     |      Returns a new list containing elements from the population while\n","     |      leaving the original population unchanged.  The resulting list is\n","     |      in selection order so that all sub-slices will also be valid random\n","     |      samples.  This allows raffle winners (the sample) to be partitioned\n","     |      into grand prize and second place winners (the subslices).\n","     |      \n","     |      Members of the population need not be hashable or unique.  If the\n","     |      population contains repeats, then each occurrence is a possible\n","     |      selection in the sample.\n","     |      \n","     |      Repeated elements can be specified one at a time or with the optional\n","     |      counts parameter.  For example:\n","     |      \n","     |          sample(['red', 'blue'], counts=[4, 2], k=5)\n","     |      \n","     |      is equivalent to:\n","     |      \n","     |          sample(['red', 'red', 'red', 'red', 'blue', 'blue'], k=5)\n","     |      \n","     |      To choose a sample from a range of integers, use range() for the\n","     |      population argument.  This is especially fast and space efficient\n","     |      for sampling from a large population:\n","     |      \n","     |          sample(range(10000000), 60)\n","     |  \n","     |  seed(self, a=None, version=2)\n","     |      Initialize internal state from a seed.\n","     |      \n","     |      The only supported seed types are None, int, float,\n","     |      str, bytes, and bytearray.\n","     |      \n","     |      None or no argument seeds from current time or from an operating\n","     |      system specific randomness source if available.\n","     |      \n","     |      If *a* is an int, all bits are used.\n","     |      \n","     |      For version 2 (the default), all of the bits are used if *a* is a str,\n","     |      bytes, or bytearray.  For version 1 (provided for reproducing random\n","     |      sequences from older versions of Python), the algorithm for str and\n","     |      bytes generates a narrower range of seeds.\n","     |  \n","     |  setstate(self, state)\n","     |      Restore internal state from object returned by getstate().\n","     |  \n","     |  shuffle(self, x, random=None)\n","     |      Shuffle list x in place, and return None.\n","     |      \n","     |      Optional argument random is a 0-argument function returning a\n","     |      random float in [0.0, 1.0); if it is the default None, the\n","     |      standard random.random will be used.\n","     |  \n","     |  triangular(self, low=0.0, high=1.0, mode=None)\n","     |      Triangular distribution.\n","     |      \n","     |      Continuous distribution bounded by given lower and upper limits,\n","     |      and having a given mode value in-between.\n","     |      \n","     |      http://en.wikipedia.org/wiki/Triangular_distribution\n","     |  \n","     |  uniform(self, a, b)\n","     |      Get a random number in the range [a, b) or [a, b] depending on rounding.\n","     |  \n","     |  vonmisesvariate(self, mu, kappa)\n","     |      Circular data distribution.\n","     |      \n","     |      mu is the mean angle, expressed in radians between 0 and 2*pi, and\n","     |      kappa is the concentration parameter, which must be greater than or\n","     |      equal to zero.  If kappa is equal to zero, this distribution reduces\n","     |      to a uniform random angle over the range 0 to 2*pi.\n","     |  \n","     |  weibullvariate(self, alpha, beta)\n","     |      Weibull distribution.\n","     |      \n","     |      alpha is the scale parameter and beta is the shape parameter.\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Class methods defined here:\n","     |  \n","     |  __init_subclass__(**kwargs) from builtins.type\n","     |      Control how subclasses generate random integers.\n","     |      \n","     |      The algorithm a subclass can use depends on the random() and/or\n","     |      getrandbits() implementation available to it and determines\n","     |      whether it can generate random integers from arbitrarily large\n","     |      ranges.\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Data descriptors defined here:\n","     |  \n","     |  __dict__\n","     |      dictionary for instance variables (if defined)\n","     |  \n","     |  __weakref__\n","     |      list of weak references to the object (if defined)\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Data and other attributes defined here:\n","     |  \n","     |  VERSION = 3\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Methods inherited from _random.Random:\n","     |  \n","     |  getrandbits(self, k, /)\n","     |      getrandbits(k) -> x.  Generates an int with k random bits.\n","     |  \n","     |  random(self, /)\n","     |      random() -> x in the interval [0, 1).\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Static methods inherited from _random.Random:\n","     |  \n","     |  __new__(*args, **kwargs) from builtins.type\n","     |      Create and return a new object.  See help(type) for accurate signature.\n","    \n","    class SystemRandom(Random)\n","     |  SystemRandom(x=None)\n","     |  \n","     |  Alternate random number generator using sources provided\n","     |  by the operating system (such as /dev/urandom on Unix or\n","     |  CryptGenRandom on Windows).\n","     |  \n","     |   Not available on all systems (see os.urandom() for details).\n","     |  \n","     |  Method resolution order:\n","     |      SystemRandom\n","     |      Random\n","     |      _random.Random\n","     |      builtins.object\n","     |  \n","     |  Methods defined here:\n","     |  \n","     |  getrandbits(self, k)\n","     |      getrandbits(k) -> x.  Generates an int with k random bits.\n","     |  \n","     |  getstate = _notimplemented(self, *args, **kwds)\n","     |  \n","     |  randbytes(self, n)\n","     |      Generate n random bytes.\n","     |  \n","     |  random(self)\n","     |      Get the next random number in the range [0.0, 1.0).\n","     |  \n","     |  seed(self, *args, **kwds)\n","     |      Stub method.  Not used for a system random number generator.\n","     |  \n","     |  setstate = _notimplemented(self, *args, **kwds)\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Methods inherited from Random:\n","     |  \n","     |  __getstate__(self)\n","     |      # Issue 17489: Since __reduce__ was defined to fix #759889 this is no\n","     |      # longer called; we leave it here because it has been here since random was\n","     |      # rewritten back in 2001 and why risk breaking something.\n","     |  \n","     |  __init__(self, x=None)\n","     |      Initialize an instance.\n","     |      \n","     |      Optional argument x controls seeding, as for Random.seed().\n","     |  \n","     |  __reduce__(self)\n","     |      Helper for pickle.\n","     |  \n","     |  __setstate__(self, state)\n","     |  \n","     |  betavariate(self, alpha, beta)\n","     |      Beta distribution.\n","     |      \n","     |      Conditions on the parameters are alpha > 0 and beta > 0.\n","     |      Returned values range between 0 and 1.\n","     |  \n","     |  choice(self, seq)\n","     |      Choose a random element from a non-empty sequence.\n","     |  \n","     |  choices(self, population, weights=None, *, cum_weights=None, k=1)\n","     |      Return a k sized list of population elements chosen with replacement.\n","     |      \n","     |      If the relative weights or cumulative weights are not specified,\n","     |      the selections are made with equal probability.\n","     |  \n","     |  expovariate(self, lambd)\n","     |      Exponential distribution.\n","     |      \n","     |      lambd is 1.0 divided by the desired mean.  It should be\n","     |      nonzero.  (The parameter would be called \"lambda\", but that is\n","     |      a reserved word in Python.)  Returned values range from 0 to\n","     |      positive infinity if lambd is positive, and from negative\n","     |      infinity to 0 if lambd is negative.\n","     |  \n","     |  gammavariate(self, alpha, beta)\n","     |      Gamma distribution.  Not the gamma function!\n","     |      \n","     |      Conditions on the parameters are alpha > 0 and beta > 0.\n","     |      \n","     |      The probability distribution function is:\n","     |      \n","     |                  x ** (alpha - 1) * math.exp(-x / beta)\n","     |        pdf(x) =  --------------------------------------\n","     |                    math.gamma(alpha) * beta ** alpha\n","     |  \n","     |  gauss(self, mu, sigma)\n","     |      Gaussian distribution.\n","     |      \n","     |      mu is the mean, and sigma is the standard deviation.  This is\n","     |      slightly faster than the normalvariate() function.\n","     |      \n","     |      Not thread-safe without a lock around calls.\n","     |  \n","     |  lognormvariate(self, mu, sigma)\n","     |      Log normal distribution.\n","     |      \n","     |      If you take the natural logarithm of this distribution, you'll get a\n","     |      normal distribution with mean mu and standard deviation sigma.\n","     |      mu can have any value, and sigma must be greater than zero.\n","     |  \n","     |  normalvariate(self, mu, sigma)\n","     |      Normal distribution.\n","     |      \n","     |      mu is the mean, and sigma is the standard deviation.\n","     |  \n","     |  paretovariate(self, alpha)\n","     |      Pareto distribution.  alpha is the shape parameter.\n","     |  \n","     |  randint(self, a, b)\n","     |      Return random integer in range [a, b], including both end points.\n","     |  \n","     |  randrange(self, start, stop=None, step=1)\n","     |      Choose a random item from range(start, stop[, step]).\n","     |      \n","     |      This fixes the problem with randint() which includes the\n","     |      endpoint; in Python this is usually not what you want.\n","     |  \n","     |  sample(self, population, k, *, counts=None)\n","     |      Chooses k unique random elements from a population sequence or set.\n","     |      \n","     |      Returns a new list containing elements from the population while\n","     |      leaving the original population unchanged.  The resulting list is\n","     |      in selection order so that all sub-slices will also be valid random\n","     |      samples.  This allows raffle winners (the sample) to be partitioned\n","     |      into grand prize and second place winners (the subslices).\n","     |      \n","     |      Members of the population need not be hashable or unique.  If the\n","     |      population contains repeats, then each occurrence is a possible\n","     |      selection in the sample.\n","     |      \n","     |      Repeated elements can be specified one at a time or with the optional\n","     |      counts parameter.  For example:\n","     |      \n","     |          sample(['red', 'blue'], counts=[4, 2], k=5)\n","     |      \n","     |      is equivalent to:\n","     |      \n","     |          sample(['red', 'red', 'red', 'red', 'blue', 'blue'], k=5)\n","     |      \n","     |      To choose a sample from a range of integers, use range() for the\n","     |      population argument.  This is especially fast and space efficient\n","     |      for sampling from a large population:\n","     |      \n","     |          sample(range(10000000), 60)\n","     |  \n","     |  shuffle(self, x, random=None)\n","     |      Shuffle list x in place, and return None.\n","     |      \n","     |      Optional argument random is a 0-argument function returning a\n","     |      random float in [0.0, 1.0); if it is the default None, the\n","     |      standard random.random will be used.\n","     |  \n","     |  triangular(self, low=0.0, high=1.0, mode=None)\n","     |      Triangular distribution.\n","     |      \n","     |      Continuous distribution bounded by given lower and upper limits,\n","     |      and having a given mode value in-between.\n","     |      \n","     |      http://en.wikipedia.org/wiki/Triangular_distribution\n","     |  \n","     |  uniform(self, a, b)\n","     |      Get a random number in the range [a, b) or [a, b] depending on rounding.\n","     |  \n","     |  vonmisesvariate(self, mu, kappa)\n","     |      Circular data distribution.\n","     |      \n","     |      mu is the mean angle, expressed in radians between 0 and 2*pi, and\n","     |      kappa is the concentration parameter, which must be greater than or\n","     |      equal to zero.  If kappa is equal to zero, this distribution reduces\n","     |      to a uniform random angle over the range 0 to 2*pi.\n","     |  \n","     |  weibullvariate(self, alpha, beta)\n","     |      Weibull distribution.\n","     |      \n","     |      alpha is the scale parameter and beta is the shape parameter.\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Class methods inherited from Random:\n","     |  \n","     |  __init_subclass__(**kwargs) from builtins.type\n","     |      Control how subclasses generate random integers.\n","     |      \n","     |      The algorithm a subclass can use depends on the random() and/or\n","     |      getrandbits() implementation available to it and determines\n","     |      whether it can generate random integers from arbitrarily large\n","     |      ranges.\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Data descriptors inherited from Random:\n","     |  \n","     |  __dict__\n","     |      dictionary for instance variables (if defined)\n","     |  \n","     |  __weakref__\n","     |      list of weak references to the object (if defined)\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Data and other attributes inherited from Random:\n","     |  \n","     |  VERSION = 3\n","     |  \n","     |  ----------------------------------------------------------------------\n","     |  Static methods inherited from _random.Random:\n","     |  \n","     |  __new__(*args, **kwargs) from builtins.type\n","     |      Create and return a new object.  See help(type) for accurate signature.\n","\n","FUNCTIONS\n","    betavariate(alpha, beta) method of Random instance\n","        Beta distribution.\n","        \n","        Conditions on the parameters are alpha > 0 and beta > 0.\n","        Returned values range between 0 and 1.\n","    \n","    choice(seq) method of Random instance\n","        Choose a random element from a non-empty sequence.\n","    \n","    choices(population, weights=None, *, cum_weights=None, k=1) method of Random instance\n","        Return a k sized list of population elements chosen with replacement.\n","        \n","        If the relative weights or cumulative weights are not specified,\n","        the selections are made with equal probability.\n","    \n","    expovariate(lambd) method of Random instance\n","        Exponential distribution.\n","        \n","        lambd is 1.0 divided by the desired mean.  It should be\n","        nonzero.  (The parameter would be called \"lambda\", but that is\n","        a reserved word in Python.)  Returned values range from 0 to\n","        positive infinity if lambd is positive, and from negative\n","        infinity to 0 if lambd is negative.\n","    \n","    gammavariate(alpha, beta) method of Random instance\n","        Gamma distribution.  Not the gamma function!\n","        \n","        Conditions on the parameters are alpha > 0 and beta > 0.\n","        \n","        The probability distribution function is:\n","        \n","                    x ** (alpha - 1) * math.exp(-x / beta)\n","          pdf(x) =  --------------------------------------\n","                      math.gamma(alpha) * beta ** alpha\n","    \n","    gauss(mu, sigma) method of Random instance\n","        Gaussian distribution.\n","        \n","        mu is the mean, and sigma is the standard deviation.  This is\n","        slightly faster than the normalvariate() function.\n","        \n","        Not thread-safe without a lock around calls.\n","    \n","    getrandbits(k, /) method of Random instance\n","        getrandbits(k) -> x.  Generates an int with k random bits.\n","    \n","    getstate() method of Random instance\n","        Return internal state; can be passed to setstate() later.\n","    \n","    lognormvariate(mu, sigma) method of Random instance\n","        Log normal distribution.\n","        \n","        If you take the natural logarithm of this distribution, you'll get a\n","        normal distribution with mean mu and standard deviation sigma.\n","        mu can have any value, and sigma must be greater than zero.\n","    \n","    normalvariate(mu, sigma) method of Random instance\n","        Normal distribution.\n","        \n","        mu is the mean, and sigma is the standard deviation.\n","    \n","    paretovariate(alpha) method of Random instance\n","        Pareto distribution.  alpha is the shape parameter.\n","    \n","    randbytes(n) method of Random instance\n","        Generate n random bytes.\n","    \n","    randint(a, b) method of Random instance\n","        Return random integer in range [a, b], including both end points.\n","    \n","    random() method of Random instance\n","        random() -> x in the interval [0, 1).\n","    \n","    randrange(start, stop=None, step=1) method of Random instance\n","        Choose a random item from range(start, stop[, step]).\n","        \n","        This fixes the problem with randint() which includes the\n","        endpoint; in Python this is usually not what you want.\n","    \n","    sample(population, k, *, counts=None) method of Random instance\n","        Chooses k unique random elements from a population sequence or set.\n","        \n","        Returns a new list containing elements from the population while\n","        leaving the original population unchanged.  The resulting list is\n","        in selection order so that all sub-slices will also be valid random\n","        samples.  This allows raffle winners (the sample) to be partitioned\n","        into grand prize and second place winners (the subslices).\n","        \n","        Members of the population need not be hashable or unique.  If the\n","        population contains repeats, then each occurrence is a possible\n","        selection in the sample.\n","        \n","        Repeated elements can be specified one at a time or with the optional\n","        counts parameter.  For example:\n","        \n","            sample(['red', 'blue'], counts=[4, 2], k=5)\n","        \n","        is equivalent to:\n","        \n","            sample(['red', 'red', 'red', 'red', 'blue', 'blue'], k=5)\n","        \n","        To choose a sample from a range of integers, use range() for the\n","        population argument.  This is especially fast and space efficient\n","        for sampling from a large population:\n","        \n","            sample(range(10000000), 60)\n","    \n","    seed(a=None, version=2) method of Random instance\n","        Initialize internal state from a seed.\n","        \n","        The only supported seed types are None, int, float,\n","        str, bytes, and bytearray.\n","        \n","        None or no argument seeds from current time or from an operating\n","        system specific randomness source if available.\n","        \n","        If *a* is an int, all bits are used.\n","        \n","        For version 2 (the default), all of the bits are used if *a* is a str,\n","        bytes, or bytearray.  For version 1 (provided for reproducing random\n","        sequences from older versions of Python), the algorithm for str and\n","        bytes generates a narrower range of seeds.\n","    \n","    setstate(state) method of Random instance\n","        Restore internal state from object returned by getstate().\n","    \n","    shuffle(x, random=None) method of Random instance\n","        Shuffle list x in place, and return None.\n","        \n","        Optional argument random is a 0-argument function returning a\n","        random float in [0.0, 1.0); if it is the default None, the\n","        standard random.random will be used.\n","    \n","    triangular(low=0.0, high=1.0, mode=None) method of Random instance\n","        Triangular distribution.\n","        \n","        Continuous distribution bounded by given lower and upper limits,\n","        and having a given mode value in-between.\n","        \n","        http://en.wikipedia.org/wiki/Triangular_distribution\n","    \n","    uniform(a, b) method of Random instance\n","        Get a random number in the range [a, b) or [a, b] depending on rounding.\n","    \n","    vonmisesvariate(mu, kappa) method of Random instance\n","        Circular data distribution.\n","        \n","        mu is the mean angle, expressed in radians between 0 and 2*pi, and\n","        kappa is the concentration parameter, which must be greater than or\n","        equal to zero.  If kappa is equal to zero, this distribution reduces\n","        to a uniform random angle over the range 0 to 2*pi.\n","    \n","    weibullvariate(alpha, beta) method of Random instance\n","        Weibull distribution.\n","        \n","        alpha is the scale parameter and beta is the shape parameter.\n","\n","DATA\n","    __all__ = ['Random', 'SystemRandom', 'betavariate', 'choice', 'choices...\n","\n","FILE\n","    /usr/lib/python3.10/random.py\n","\n","\n"]}],"source":["help(random)"]},{"cell_type":"markdown","metadata":{"id":"h8XKNCqw7c_A"},"source":["The module's `__file__` attribute gives the location where the module was found in the file system:"]},{"cell_type":"code","execution_count":31,"metadata":{"id":"7sAr-IhR7geW","colab":{"base_uri":"https://localhost:8080/","height":35},"executionInfo":{"status":"ok","timestamp":1710746849050,"user_tz":-480,"elapsed":289,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"d0982334-802a-40a0-b76a-93f6d402dc77"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'/usr/lib/python3.10/random.py'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":31}],"source":["random.__file__"]},{"cell_type":"markdown","metadata":{"id":"wC35N2nM7vJ9"},"source":["Alternatively, we can import all names in a module to the current namespace using the `from` form of the `import` statement:"]},{"cell_type":"code","execution_count":32,"metadata":{"id":"dKwMljvF7ywQ","executionInfo":{"status":"ok","timestamp":1710746901024,"user_tz":-480,"elapsed":536,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[],"source":["from random import *"]},{"cell_type":"markdown","metadata":{"id":"3lHQXYs-8BEa"},"source":["\n","Then we don't need to use the prefix every time we use something from it:\n"]},{"cell_type":"code","execution_count":33,"metadata":{"id":"pi7GSbj18eDv","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746902059,"user_tz":-480,"elapsed":1,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"a5f61570-8a6f-483b-c0f9-49bbba24708d"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["3"]},"metadata":{},"execution_count":33}],"source":["randint(0, 10)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"moPuxp5HjIKX"},"outputs":[],"source":["dir()"]},{"cell_type":"markdown","metadata":{"id":"gPc8Ul-c8ouA"},"source":["However, this should be used with caution, as it would potentially create <b>*name collisions*</b>:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"fzSy6Jpe8riI","colab":{"base_uri":"https://localhost:8080/","height":153},"executionInfo":{"status":"error","timestamp":1709824007709,"user_tz":-480,"elapsed":284,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"4304298b-2d28-4710-cbc1-b94f8075adfe"},"outputs":[{"output_type":"error","ename":"TypeError","evalue":"'int' object is not callable","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-84-84ebe905224a>\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mrandint\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mrandint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m10\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mTypeError\u001b[0m: 'int' object is not callable"]}],"source":["randint = 2\n","randint(0, 10)"]},{"cell_type":"markdown","metadata":{"id":"fWFSqe9V8xFX"},"source":["As a third alternative, we can import only a few selected names from a module by explicitly listing them:"]},{"cell_type":"code","execution_count":34,"metadata":{"id":"i82ePuMB8zdK","executionInfo":{"status":"ok","timestamp":1710746962902,"user_tz":-480,"elapsed":304,"user":{"displayName":"jing wang","userId":"14082445522574457277"}}},"outputs":[],"source":["from random import randint, sample"]},{"cell_type":"code","execution_count":35,"metadata":{"id":"lTwfBNKN815J","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746964215,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"50df607d-0bfe-4b8a-de9c-8fb7eb18bd18"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["8"]},"metadata":{},"execution_count":35}],"source":["randint(0, 10)"]},{"cell_type":"code","execution_count":36,"metadata":{"id":"YUS2ARV684MW","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710746968322,"user_tz":-480,"elapsed":317,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"4ae026e8-7a87-454a-87b8-121ef37a905b"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["[40, 69, 15, 10, 66, 35, 47, 99, 38, 82, 80, 94, 43, 41, 34, 8, 81, 62, 32, 91]"]},"metadata":{},"execution_count":36}],"source":["sample(range(100), 20)       #  help(sample)"]},{"cell_type":"code","execution_count":38,"metadata":{"id":"AB1RbzbgtFR-","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710747216263,"user_tz":-480,"elapsed":2,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"033c84f5-3d2a-4312-d921-edbd3557e8fa"},"outputs":[{"output_type":"stream","name":"stdout","text":["Help on method sample in module random:\n","\n","sample(population, k, *, counts=None) method of random.Random instance\n","    Chooses k unique random elements from a population sequence or set.\n","    \n","    Returns a new list containing elements from the population while\n","    leaving the original population unchanged.  The resulting list is\n","    in selection order so that all sub-slices will also be valid random\n","    samples.  This allows raffle winners (the sample) to be partitioned\n","    into grand prize and second place winners (the subslices).\n","    \n","    Members of the population need not be hashable or unique.  If the\n","    population contains repeats, then each occurrence is a possible\n","    selection in the sample.\n","    \n","    Repeated elements can be specified one at a time or with the optional\n","    counts parameter.  For example:\n","    \n","        sample(['red', 'blue'], counts=[4, 2], k=5)\n","    \n","    is equivalent to:\n","    \n","        sample(['red', 'red', 'red', 'red', 'blue', 'blue'], k=5)\n","    \n","    To choose a sample from a range of integers, use range() for the\n","    population argument.  This is especially fast and space efficient\n","    for sampling from a large population:\n","    \n","        sample(range(10000000), 60)\n","\n"]}],"source":["help(sample)"]},{"cell_type":"markdown","metadata":{"id":"OvY9e-3O10Jg"},"source":["If we want to use the module with a different name, we can use `from...import...as` statement."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"YQHlBuQz10Jh"},"outputs":[],"source":["import random as rand\n","\n","rand.randrange(10, 20, 2)   #returns a randomly selected element from the specified range."]},{"cell_type":"markdown","metadata":{"id":"TsDOGxpTVtLY"},"source":["We can use the command below to check the installed packages:"]},{"cell_type":"code","execution_count":37,"metadata":{"id":"aeDT9Nh_B2ua","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1710747043042,"user_tz":-480,"elapsed":2547,"user":{"displayName":"jing wang","userId":"14082445522574457277"}},"outputId":"1a73ee93-ae1a-4319-d28e-b913cca57732"},"outputs":[{"output_type":"stream","name":"stdout","text":["Package                          Version\n","-------------------------------- ---------------------\n","absl-py                          1.4.0\n","aiohttp                          3.9.3\n","aiosignal                        1.3.1\n","alabaster                        0.7.16\n","albumentations                   1.3.1\n","altair                           4.2.2\n","annotated-types                  0.6.0\n","anyio                            3.7.1\n","appdirs                          1.4.4\n","argon2-cffi                      23.1.0\n","argon2-cffi-bindings             21.2.0\n","array-record                     0.5.0\n","arviz                            0.15.1\n","astropy                          5.3.4\n","astunparse                       1.6.3\n","async-timeout                    4.0.3\n","atpublic                         4.0\n","attrs                            23.2.0\n","audioread                        3.0.1\n","autograd                         1.6.2\n","Babel                            2.14.0\n","backcall                         0.2.0\n","beautifulsoup4                   4.12.3\n","bidict                           0.23.1\n","bigframes                        0.24.0\n","bleach                           6.1.0\n","blinker                          1.4\n","blis                             0.7.11\n","blosc2                           2.0.0\n","bokeh                            3.3.4\n","bqplot                           0.12.43\n","branca                           0.7.1\n","build                            1.1.1\n","CacheControl                     0.14.0\n","cachetools                       5.3.3\n","catalogue                        2.0.10\n","certifi                          2024.2.2\n","cffi                             1.16.0\n","chardet                          5.2.0\n","charset-normalizer               3.3.2\n","chex                             0.1.85\n","click                            8.1.7\n","click-plugins                    1.1.1\n","cligj                            0.7.2\n","cloudpathlib                     0.16.0\n","cloudpickle                      2.2.1\n","cmake                            3.27.9\n","cmdstanpy                        1.2.1\n","colorcet                         3.1.0\n","colorlover                       0.3.0\n","colour                           0.1.5\n","community                        1.0.0b1\n","confection                       0.1.4\n","cons                             0.4.6\n","contextlib2                      21.6.0\n","contourpy                        1.2.0\n","cryptography                     42.0.5\n","cufflinks                        0.17.3\n","cupy-cuda12x                     12.2.0\n","cvxopt                           1.3.2\n","cvxpy                            1.3.3\n","cycler                           0.12.1\n","cymem                            2.0.8\n","Cython         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                 1.7.0\n","etuples                          0.3.9\n","exceptiongroup                   1.2.0\n","fastai                           2.7.14\n","fastcore                         1.5.29\n","fastdownload                     0.0.7\n","fastjsonschema                   2.19.1\n","fastprogress                     1.0.3\n","fastrlock                        0.8.2\n","filelock                         3.13.1\n","fiona                            1.9.6\n","firebase-admin                   5.3.0\n","Flask                            2.2.5\n","flatbuffers                      24.3.7\n","flax                             0.8.1\n","folium                           0.14.0\n","fonttools                        4.49.0\n","frozendict                       2.4.0\n","frozenlist                       1.4.1\n","fsspec                           2023.6.0\n","future                           0.18.3\n","gast                             0.5.4\n","gcsfs                            2023.6.0\n","GDAL                             3.6.4\n","gdown                            4.7.3\n","geemap                           0.32.0\n","gensim                           4.3.2\n","geocoder                         1.38.1\n","geographiclib                    2.0\n","geopandas                        0.13.2\n","geopy                            2.3.0\n","gin-config                       0.5.0\n","glob2                            0.7\n","google                           2.0.3\n","google-ai-generativelanguage     0.4.0\n","google-api-core                  2.11.1\n","google-api-python-client         2.84.0\n","google-auth                      2.27.0\n","google-auth-httplib2             0.1.1\n","google-auth-oauthlib             1.2.0\n","google-cloud-aiplatform          1.43.0\n","google-cloud-bigquery            3.12.0\n","google-cloud-bigquery-connection 1.12.1\n","google-cloud-bigquery-storage    2.24.0\n","google-cloud-core                2.3.3\n","google-cloud-datastore           2.15.2\n","google-cloud-firestore           2.11.1\n","google-cloud-functions           1.13.3\n","google-cloud-iam                 2.14.3\n","google-cloud-language            2.13.3\n","google-cloud-resource-manager    1.12.3\n","google-cloud-storage             2.8.0\n","google-cloud-translate           3.11.3\n","google-colab                     1.0.0\n","google-crc32c                    1.5.0\n","google-generativeai              0.3.2\n","google-pasta                     0.2.0\n","google-resumable-media           2.7.0\n","googleapis-common-protos         1.63.0\n","googledrivedownloader            0.4\n","graphviz                         0.20.1\n","greenlet                         3.0.3\n","grpc-google-iam-v1               0.13.0\n","grpcio                           1.62.1\n","grpcio-status                    1.48.2\n","gspread                          3.4.2\n","gspread-dataframe                3.3.1\n","gym                              0.25.2\n","gym-notices                      0.0.8\n","h5netcdf                         1.3.0\n","h5py                             3.9.0\n","holidays                         0.44\n","holoviews                        1.17.1\n","html5lib                         1.1\n","httpimport                       1.3.1\n","httplib2                         0.22.0\n","huggingface-hub                  0.20.3\n","humanize                         4.7.0\n","hyperopt                         0.2.7\n","ibis-framework                   8.0.0\n","idna                             3.6\n","imageio                          2.31.6\n","imageio-ffmpeg                   0.4.9\n","imagesize                        1.4.1\n","imbalanced-learn                 0.10.1\n","imgaug                           0.4.0\n","importlib_metadata               7.0.2\n","importlib_resources              6.3.0\n","imutils                          0.5.4\n","inflect                          7.0.0\n","iniconfig                        2.0.0\n","intel-openmp                     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                0.3.0\n","pycocotools                      2.0.7\n","pycparser                        2.21\n","pydantic                         2.6.4\n","pydantic_core                    2.16.3\n","pydata-google-auth               1.8.2\n","pydot                            1.4.2\n","pydot-ng                         2.0.0\n","pydotplus                        2.0.2\n","PyDrive                          1.3.1\n","PyDrive2                         1.6.3\n","pyerfa                           2.0.1.1\n","pygame                           2.5.2\n","Pygments                         2.16.1\n","PyGObject                        3.42.1\n","PyJWT                            2.3.0\n","pymc                             5.10.4\n","pymystem3                        0.2.0\n","PyOpenGL                         3.1.7\n","pyOpenSSL                        24.1.0\n","pyparsing                        3.1.2\n","pyperclip                        1.8.2\n","pyproj                           3.6.1\n","pyproject_hooks        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             0.12.1\n","soupsieve                        2.5\n","soxr                             0.3.7\n","spacy                            3.7.4\n","spacy-legacy                     3.0.12\n","spacy-loggers                    1.0.5\n","Sphinx                           5.0.2\n","sphinxcontrib-applehelp          1.0.8\n","sphinxcontrib-devhelp            1.0.6\n","sphinxcontrib-htmlhelp           2.0.5\n","sphinxcontrib-jsmath             1.0.1\n","sphinxcontrib-qthelp             1.0.7\n","sphinxcontrib-serializinghtml    1.1.10\n","SQLAlchemy                       2.0.28\n","sqlglot                          20.11.0\n","sqlparse                         0.4.4\n","srsly                            2.4.8\n","stanio                           0.3.0\n","statsmodels                      0.14.1\n","sympy                            1.12\n","tables                           3.8.0\n","tabulate                         0.9.0\n","tbb                              2021.11.0\n","tblib                            3.0.0\n","tenacity                         8.2.3\n","tensorboard                      2.15.2\n","tensorboard-data-server          0.7.2\n","tensorflow                       2.15.0\n","tensorflow-datasets              4.9.4\n","tensorflow-estimator             2.15.0\n","tensorflow-gcs-config            2.15.0\n","tensorflow-hub                   0.16.1\n","tensorflow-io-gcs-filesystem     0.36.0\n","tensorflow-metadata              1.14.0\n","tensorflow-probability           0.23.0\n","tensorstore                      0.1.45\n","termcolor                        2.4.0\n","terminado                        0.18.1\n","text-unidecode                   1.3\n","textblob                         0.17.1\n","tf_keras                         2.15.1\n","tf-slim                          1.1.0\n","thinc                            8.2.3\n","threadpoolctl                    3.3.0\n","tifffile                         2024.2.12\n","tinycss2                         1.2.1\n","tokenizers                       0.15.2\n","toml                             0.10.2\n","tomli                            2.0.1\n","toolz                            0.12.1\n","torch                            2.2.1+cu121\n","torchaudio                       2.2.1+cu121\n","torchdata                        0.7.1\n","torchsummary                     1.5.1\n","torchtext                        0.17.1\n","torchvision                      0.17.1+cu121\n","tornado                          6.3.3\n","tqdm                             4.66.2\n","traitlets                        5.7.1\n","traittypes                       0.2.1\n","transformers                     4.38.2\n","triton                           2.2.0\n","tweepy                           4.14.0\n","typer                            0.9.0\n","types-pytz                       2024.1.0.20240203\n","types-setuptools                 69.1.0.20240310\n","typing_extensions                4.10.0\n","tzlocal                          5.2\n","uc-micro-py                      1.0.3\n","uritemplate                      4.1.1\n","urllib3                          2.0.7\n","vega-datasets                    0.9.0\n","wadllib                          1.3.6\n","wasabi                           1.1.2\n","wcwidth                          0.2.13\n","weasel                           0.3.4\n","webcolors                        1.13\n","webencodings                     0.5.1\n","websocket-client                 1.7.0\n","Werkzeug                         3.0.1\n","wheel                            0.43.0\n","widgetsnbextension               3.6.6\n","wordcloud                        1.9.3\n","wrapt                            1.14.1\n","xarray                           2023.7.0\n","xarray-einstats                  0.7.0\n","xgboost                          2.0.3\n","xlrd                             2.0.1\n","xyzservices                      2023.10.1\n","yarl                             1.9.4\n","yellowbrick                      1.5\n","yfinance                         0.2.37\n","zict                             3.0.0\n","zipp                             3.18.0\n"]}],"source":["! pip list   # packages are listed in a case-insensitive sorted order"]},{"cell_type":"markdown","metadata":{"id":"99mM9eJj4v2J"},"source":["<br>\n","\n","---\n","\n","<br>\n","\n","# Appendix: Python Statements (Updated)\n","\n","\n","\n","\n","|Statement|Role|Example\n","|:-- |:-- |:-- |\n","|Assignment: `=`|Creating and assigning references|`a, b = 'good', 'bad'` <br> `ls = [1, 5]; ls[1] = 2; ls[2:2] = [3, 4]`   |\n","|Augmented assignment: <br>`+=`, `-=`, `*=`, `/=`,  `%=`, etc.| Combining a binary operation and <br> an assignment statement|`a *= 2` <br> `a += b` |\n","|`del`|Deleting references|`del variable` <br> `del object.attribute` <br> `del data[index]` <br> `del data[index:index]`|\n","|`if/elif/else`| Selecting actions|`if \"python\":` <br> &nbsp; &nbsp; `print(\"programming\")` |\n","|`for`| Definite loops |`for x in \"python\":` <br> &nbsp; &nbsp;  &nbsp;`print(x)` |\n","|`while`| Indefinite/general loops |`while x > 0:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `print(\"positive\")` |\n","|`break`| Loop exit |`while True:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `if exittest(): break` |\n","|`continue`| Loop continue |`while True:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `if skiptest(): continue` |\n","|`try/except/finally`| Catching exceptions |`try:` <br> &nbsp; &nbsp; &nbsp; &nbsp;    `action()` <br> `except:` <br> &nbsp; &nbsp; &nbsp; &nbsp; `print('action error')` |\n","|`def`| Creating functions |`def f(a, b, c=1, *d):`<br> &nbsp; &nbsp; &nbsp; &nbsp;  ` print(a+b+c+d[0])` |\n","|`return`| Specifying return values |`def f(a, b, c=1, *d):`<br> &nbsp; &nbsp; &nbsp; &nbsp;  ` return a+b+c+d[0]` |\n","|`class`| Creating classes |`class Subclass(Superclass):`<br> <br> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; `data_attr = []`<br><br> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; `def fun_attr(self):` <br> &nbsp;&nbsp;&nbsp;&nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;`pass` |\n","|`import/from`| Module access or attribute access from a module | `import random` <br>  `from random import randint` |\n","\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"uXb4NiaTjIKY"},"outputs":[],"source":[]}],"metadata":{"colab":{"provenance":[]},"hide_input":false,"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.7.1"},"toc":{"base_numbering":1,"nav_menu":{},"number_sections":false,"sideBar":true,"skip_h1_title":false,"title_cell":"Table of Contents","title_sidebar":"Contents","toc_cell":false,"toc_position":{},"toc_section_display":true,"toc_window_display":false}},"nbformat":4,"nbformat_minor":0}
\ No newline at end of file
diff --git a/course_materials/Topic_5_1_Web_Scraping_Beautiful_Soup_(with answers).ipynb b/course_materials/Topic_5_1_Web_Scraping_Beautiful_Soup_(with answers).ipynb
new file mode 100644
index 0000000..693c09e
--- /dev/null
+++ b/course_materials/Topic_5_1_Web_Scraping_Beautiful_Soup_(with answers).ipynb	
@@ -0,0 +1,15639 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "source": [
+        " ### <font color='red'> Disclaimer: Please note that the instructions for Web scraping in this file are tailored for the Chrome browser, and may not be applicable to other browsers. We recommend using Chrome for best results. </font>\n",
+        "\n",
+        " [Chrome Download Link](https://www.google.com/chrome/)"
+      ],
+      "metadata": {
+        "id": "hIiXWy39FRoA"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "vIb0Iv2pcVdS"
+      },
+      "source": [
+        "# [Trump's Lies](https://www.nytimes.com/interactive/2017/06/23/opinion/trumps-lies.html)\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/69b47fdb83d0f3026cb3677e818df0ead20e15b7/python/trump%20lies.PNG\"/>"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5qmLbuMYWbxb"
+      },
+      "source": [
+        "How to open the Chrome's developer tools (or devtools):\n",
+        "\n",
+        "- Press <kbd>F12</kbd> on the keyboard (sometimes <kbd>Fn</kbd> + <kbd>F12</kbd>)\n",
+        "- Right-click on a Web page → Inspect\n",
+        "- Choose <kbd>⋮</kbd> at the top right corner of the Chrome window → More tools → Developers tool (or <kbd>Ctrl</kbd> or <kbd>Command</kbd> + <kbd>Shift</kbd> + <kbd>I</kbd>)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "kKjtPYWHcVdY"
+      },
+      "source": [
+        "\n",
+        "---\n",
+        "\n",
+        "\n",
+        "# Web Scraping\n",
+        "\n",
+        "\n",
+        "Using the Python programming language, it is possible to \"scrape\" data from the Web in a quick and efficient manner.\n",
+        "\n",
+        "**Web Scraping** commonly refers to the practice of writing an automated program\n",
+        "that queries a web server, requests data (usually in the form of HTML and other files\n",
+        "that compose web pages), and then parses that data to extract needed information.\n",
+        "\n",
+        "\n",
+        "\n",
+        "Web scraping is a valuable tool in the data scientist's skill set.\n",
+        "\n",
+        "- <span style=\"margin-right: 10%;  margin-left: 20%;\">[BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/)</span> Beautiful Soup is a Python library designed for quick turnaround projects like screen-scraping. It is a toolkit for parsing documents and extracting the necessary data.\n",
+        "- <span style=\"margin-left: 5%;\">[Selenium](https://www.selenium.dev)</span> Selenium is an open source umbrella project encompassing a range of tools and libraries designed to facilitate browser automation. It enables the simulation of a wide range of manual actions within browsers.\n",
+        "\n",
+        "<p>\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/beautifulsoup.jpg\" style=\"float: left; margin-bottom: 1.5em; margin-top: 1.5em; margin-right: 10%;  margin-left: 15%; \" width=220/>\n",
+        " <img src=\"https://upload.wikimedia.org/wikipedia/commons/d/d5/Selenium_Logo.png\" style=\"float: left; margin-top: 3.8em;\" width=140/>\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "oq_AQVAlcVdZ"
+      },
+      "source": [
+        "---\n",
+        "<br>\n",
+        "\n",
+        "# HTML Basics\n",
+        "\n",
+        "\n",
+        "\n",
+        "[**HyperText Markup Language**](https://developer.mozilla.org/en-US/docs/Web/HTML) (HTML for short) is a markup language for describing Web documents.\n",
+        "\n",
+        "\n",
+        "It is plain text, but includes a rich collection of \"tags\" that define the structure of the document and allow documents to include a variety of page elements.\n",
+        "\n",
+        "- Tags are always enclosed in angle brackets: ` <tagname>`.\n",
+        "\n",
+        "<img src=\"https://www.dropbox.com/s/1xc7ep9hu035ky7/elment.png?raw=1\" width=400/>\n",
+        "\n",
+        "- Tags usually travel in pairs and contain something in between. An opening (or start) tag begins a section of page content, and a closing (or end) tag ends it, e.g.,  `<tagname>content</tagname>`.\n",
+        "\n",
+        "    - [`<h1>`, `<h2>`, ..., `<h6>`](https://www.w3schools.com/tags/tag_hn.asp): largest headings, second largest headings, etc.;\n",
+        "\n",
+        "    - [`<p>`](https://www.w3schools.com/tags/tag_p.asp): paragraphs;\n",
+        "\n",
+        "    - [`<ul>`](https://www.w3schools.com/tags/tag_ul.asp) or [`<ol>`](https://www.w3schools.com/tags/tag_ol.asp): unordered or ordered bulleted lists;\n",
+        "\n",
+        "    - [`<li>`](https://www.w3schools.com/tags/tag_li.asp): individual list items;\n",
+        "\n",
+        "    - [`<div>`](https://www.w3schools.com/tags/tag_div.asp): divisions or sections;\n",
+        "\n",
+        "    - [`<a>`](https://www.w3schools.com/tags/tag_a.asp): anchors;\n",
+        "\n",
+        "    - and [many others ...](https://www.w3schools.com/tags/default.asp)\n",
+        "\n",
+        "    \n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "---\n",
+        "- There are also a few *self-closing* tags, e.g.:\n",
+        "\n",
+        "    - [`<br>`](https://www.w3schools.com/tags/tag_br.asp)\n",
+        "\n",
+        "    - ```html\n",
+        "      <img src=\"https://idp.ust.hk/idp/images/logo.png\" alt=\"UST Logo\">\n",
+        "      ```\n",
+        "      See [`<img>`](https://www.w3schools.com/tags/tag_img.asp)\n",
+        "\n",
+        "\n",
+        "- Tags can have attributes, which are always specified in the start tag and come in `name=\"value\"` pairs. E.g.:\n",
+        "\n",
+        "    - ```html\n",
+        "      <a href=\"https://docs.python.org/\" target=\"_blank\">Python documentation</a>\n",
+        "      ```\n",
+        "      See [`<a>`](https://www.w3schools.com/tags/tag_a.asp)\n",
+        "      \n",
+        "      <img src=\"https://developer.mozilla.org/en-US/docs/Learn/HTML/Introduction_to_HTML/Getting_started/grumpy-cat-attribute-small.png\" width=600/>\n"
+      ],
+      "metadata": {
+        "id": "7gfIvMoo0c8m"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "**<font color='steelblue' >Question</font>**:\n",
+        "\n",
+        "\n",
+        "*Excerise*: Please try to write a html file with the layout shown below. Name it as try.html and open it with your web browser. Alternatively, you can use [HTML Tryit editor on W3Schools](https://www.w3schools.com/html/tryit.asp?filename=tryhtml_intro) to run your code.\n",
+        "\n",
+        "<img src=\"https://canvas.ust.hk/courses/49017/files/7437224/preview?instfs=true\" width=800 />\n",
+        "\n",
+        "\n",
+        "- The text on the page is as follows:\n",
+        "\n",
+        "    Countries of the World: A Simple Example\n",
+        "\n",
+        "    Andorra\n",
+        "\n",
+        "    - Capital: Andorra la Vella\n",
+        "    - Population: 84000\n",
+        "    - Area (km^2): 468.0\n",
+        "\n",
+        "- The image address: https://upload.wikimedia.org/wikipedia/commons/5/5b/Andorra_la_Vella_-_view2.jpg\n",
+        "\n",
+        "\n",
+        "\n",
+        "- Tags you may want to enclose in the `<body>` tag includes: `<h1>`, `<h3>`, `<hr>`, `<ol>`, `<li>`, and `<img>`\n",
+        "\n"
+      ],
+      "metadata": {
+        "id": "OzhKAsygXlg4"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "- There are a few attributes that are common to all tags, among which the two most used ones are `id` and `class`:\n",
+        "\n",
+        "    - [`id`](https://www.w3schools.com/html/html_id.asp) allows us to specify a unique identifier for an element which must be unique in the whole document. E.g.:\n",
+        "    \n",
+        "        - ```html\n",
+        "          <p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p>\n",
+        "          ```    \n",
+        "\n",
+        "    - [`class`](https://www.w3schools.com/html/html_classes.asp) allows us to assign multiple elements (possibly of different types) to the same group identified by a class name. E.g.:\n",
+        "\n",
+        "        - ```html\n",
+        "          <p class=\"class-one\"> This is a paragraph of class \"class-one\". </p>\n",
+        "          ```\n",
+        "\n",
+        "        - An element can also be assigned to multiple groups that are specified by a *space-separated* list of class names. E.g.:\n",
+        "        \n",
+        "            - ```html\n",
+        "              <div class=\"col m-1 border class-one\">Some Content</div>\n",
+        "              ```\n",
+        "- In Web scraping, the  `class` and/or `id` attributes can be leveraged to differentiate the section we want from other sections. To do so, we need to use something called the **CSS selector**."
+      ],
+      "metadata": {
+        "id": "uTjtaZrnXhqh"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PwV6SAKTWbxg"
+      },
+      "source": [
+        "---\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "## CSS Basics\n",
+        "\n",
+        "\n",
+        "[**Cascading Style Sheets**](https://developer.mozilla.org/en-US/docs/Web/CSS) (CSS for short) is a style sheet language for describing the presentation of a document written in a markup language.\n",
+        "\n",
+        "HTML dictates the content and structure of a webpage, while CSS modifies design and display of HTML elements.\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n",
+        "[3 ways](https://www.w3schools.com/css/css_howto.asp) of creating and applying CSS rules:\n",
+        "\n",
+        "- An inline style created right on an HTML start tag, using `style=\"attribute: value;\"`;\n",
+        "\n",
+        "- An [embedded/internal style sheet](https://jwang.people.ust.hk/sample_embeddedCSS.html) included by a `<style>` tag nested within the `<head>` section;\n",
+        "\n",
+        "- As an [external style sheet](https://jwang.people.ust.hk/sample_externalCSS.html) in a [separate file](https://jwang.people.ust.hk/example.css).\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "JhROYCHPWbxh"
+      },
+      "source": [
+        "<img src=\"https://4.bp.blogspot.com/-yQFU_PhmTRg/U7viQ7bMNjI/AAAAAAAADJE/ctlBTLl-fhY/s640/css-selectors-lrg.png\" width=500px />\n",
+        "\n",
+        "A CSS style sheet is a set of style rules, and a CSS ruleset consists of:\n",
+        "\n",
+        "- A CSS selector: a pattern used to select the element(s) we want to style;\n",
+        "\n",
+        "-  A style declaration block, which contains a list of style properties and their values:\n",
+        "\n",
+        "    - Style properties and values come in pairs, with each pair separated with a semicolon (`;`).\n",
+        "\n",
+        "    - See a [list](https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_Properties_Reference) of common properties and what values are accepted for them.\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Fce7vKCNWbxh"
+      },
+      "source": [
+        "Different types of selectors:\n",
+        "\n",
+        "| Type | Notation |  Example | Explanation |\n",
+        "|-----|-----|-----|-----|\n",
+        "| type | `elementname` | `p` | Select all `<p>` elements|\n",
+        "| id | `#idname` | `#unique-one` | Select the element with `id=\"unique-one\"` |\n",
+        "| class | `.classname` | `.class-one`  |Select all elements with `class=\"class-one\"` |\n",
+        "| attribute | `[attributename]` |`[alt]` | Select all elements with an `alt` attribute |\n",
+        "| attribute value | `[attr=value]` |`[alt='UST Logo']` |  Select all elements whose `alt` attribute has the value `'UST Logo'` |\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ML2Rypk7Wbxi"
+      },
+      "source": [
+        "CSS selectors can be combined to create more specific selectors. For example,\n",
+        "to select\n",
+        "```html\n",
+        "<div class=\"col m-1 border class-one\">Some Content</div>\n",
+        "```\n",
+        "we can use:\n",
+        "\n",
+        "- `div.class-one`;\n",
+        "\n",
+        "- `div.m-1.col` (the order does not matter);\n",
+        "\n",
+        "- `div[class=\"col m-1 border class-one\"]`.\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Kqy0Eg9WWbxj"
+      },
+      "source": [
+        "\n",
+        "CSS selector syntax also supports a set of relational notations, called **combinators**, that describe elements in terms of their relations to others\n",
+        "\n",
+        "| Name | Notation |  Example | Explanation |\n",
+        "|-----|-----|-----|-----|\n",
+        "| Descendant| ` `| `div p` | Select all `<p>` elements inside `<div>` elements |\n",
+        "| Child | `>`| `div > p` | Select all `<p>` elements whose parent is a `<div>` element|\n",
+        "|Adjacent sibling | `+`| `div + p` | Select all `<p>` elements that immediately follows a `<div>` element |\n",
+        "|General sibling  | `~`| `div ~ p` | Select all `<p>` elements as long as they follow a `<div>` element |\n",
+        "\n",
+        "\n",
+        "More usage can be find [here](https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_Selectors)."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ew4GezjPWbxj"
+      },
+      "source": [
+        "\n",
+        "Handy interactive [HTML cheatsheet](https://htmlcheatsheet.com/html) and [CSS cheatsheet](https://htmlcheatsheet.com/css)\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "tCo6d17KcVdg"
+      },
+      "source": [
+        "---\n",
+        "\n",
+        "\n",
+        "# Beautiful Soup\n",
+        "\n",
+        "\n",
+        "> Beautiful Soup, so rich and green,<br>\n",
+        "> Waiting in a hot tureen!<br>\n",
+        "> Who for such dainties would not stoop?<br>\n",
+        "> Soup of the evening, beautiful Soup!\n",
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/beautifulsoup.jpg\"  width=220/>\n",
+        "\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "[BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/) is a Python library for pulling data out of files written in a markup language. It suggests the ability to make sense of the messy \"soup\" of HTML and XML code found on the web. Beautiful Soup simplifies the process of web scraping by handling many of the complexities of parsing the data, much like how a well-prepared soup would blend a variety of ingredients into a more palatable form.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "cell_style": "split",
+        "id": "50LjKh3lcVdh"
+      },
+      "source": [
+        "\n",
+        "An example of [\"**tag soup**\"](https://en.wikipedia.org/wiki/Tag_soup):\n",
+        "\n",
+        "\n",
+        "```html\n",
+        "<H1>Tacky HTML</H1>\n",
+        "<p>\n",
+        "    <img src=\"https://idp.ust.hk/idp/images/logo.png\">\n",
+        "    Browsers tolerate a lot of completely broken HTML.\n",
+        "<UL>\n",
+        "    <LI>List one</LI>\n",
+        "    <LI>List 2\n",
+        "</UL>\n",
+        "```"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XtXOYuKGcVdh"
+      },
+      "source": [
+        "BeautifulSoup helps format and organize the messy web by fixing bad HTML and presenting us with easily traversable Python objects.\n",
+        "\n",
+        "The most commonly used object in the BeautifulSoup library is the `BeautifulSoup` object."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "nTBhHR4RcVdi"
+      },
+      "outputs": [],
+      "source": [
+        "from bs4 import BeautifulSoup"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import bs4\n",
+        "bs4.__version__"
+      ],
+      "metadata": {
+        "id": "rypkLa7wyCzk",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "7655af74-8f78-47e5-b021-2a09c6e003a2"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'4.12.3'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 2
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "uULEZPD4cVdj"
+      },
+      "source": [
+        "\n",
+        "The use of the `BeautifulSoup` constructor:\n",
+        "\n",
+        "- The 1st argument is the HTML text the object is based on;\n",
+        "\n",
+        "- The 2nd argument specifies the parser that we want BeautifulSoup to use in order to create a `BeautifulSoup` object.\n",
+        "\n",
+        "\n",
+        "> <code>html.parser</code> is the HTML parser included in the standard Python 3 library. Information on other HTML parsers is available <a href=\"http://www.crummy.com/software/BeautifulSoup/bs4/doc/#installing-a-parser\">here</a>.\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n",
+        "Let's create a `BeautifulSoup` object for the tacky HTML code above to \"***make the soup***\":\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "fAQ3K_6OWbxm",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "e137fa9a-88d9-4873-d0dd-b70cfd35d6e3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<h1>Tacky HTML</h1>\n",
+              "<p>\n",
+              "<img src=\"https://idp.ust.hk/idp/images/logo.png\"/>\n",
+              "    Browsers tolerate a lot of completely broken HTML.\n",
+              "<ul>\n",
+              "<li>List one</li>\n",
+              "<li>List 2\n",
+              "</li></ul></p>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "tacky_html = '''<H1>Tacky HTML</H1>\n",
+        "<p>\n",
+        "    <img src=\"https://idp.ust.hk/idp/images/logo.png\">\n",
+        "    Browsers tolerate a lot of completely broken HTML.\n",
+        "<UL>\n",
+        "    <LI>List one</LI>\n",
+        "    <LI>List 2\n",
+        "</UL>'''\n",
+        "\n",
+        "BeautifulSoup(tacky_html, 'html.parser')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "iI1KTIQBcVdj",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "68c90341-ff7d-4f95-8f35-e7a985295c27"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<!DOCTYPE html>\n",
+              "<html lang=\"en\"><head><title>Sample HTML Page</title></head><body><h1>This is a heading.</h1><p>This is a typical paragraph.</p><p class=\"class-one\">This is a paragraph of class \"class-one\".</p><ol><li class=\"class-one\"><a href=\"sample.html\">The 1st item</a></li></ol><p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p><div class=\"col m-3 border class-one\">This is a division.</div></body></html>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "html_sample_code = ('<!DOCTYPE html><html lang=\"en\"><head><title>Sample HTML Page</title></head>'\n",
+        "                    '<body><h1>This is a heading.</h1>'\n",
+        "                    '<p>This is a typical paragraph.</p>'\n",
+        "                    '<p class=\"class-one\">This is a paragraph of class \"class-one\".</p>'\n",
+        "                    '<ol><li class=\"class-one\"><a href=\"sample.html\">The 1st item</a></li></ol>'\n",
+        "                    '<p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p>'\n",
+        "                    '<div class=\"col m-3 border class-one\">This is a division.</div></body></html>')\n",
+        "\n",
+        "sample_soup = BeautifulSoup(html_sample_code, 'html.parser')\n",
+        "sample_soup"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "UqrfNIzHcVdk"
+      },
+      "source": [
+        "\n",
+        "We can use the `prettify()` method to format the HTML source code so as to get a better idea of its structure:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "97HVqJF4cVdl",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "af8b1c30-f946-4c65-f2c2-9346cd69d34f"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "<!DOCTYPE html>\n",
+            "<html lang=\"en\">\n",
+            "    <head>\n",
+            "        <title>\n",
+            "            Sample HTML Page\n",
+            "        </title>\n",
+            "    </head>\n",
+            "    <body>\n",
+            "        <h1>\n",
+            "            This is a heading.\n",
+            "        </h1>\n",
+            "        <p>\n",
+            "            This is a typical paragraph.\n",
+            "        </p>\n",
+            "        <p class=\"class-one\">\n",
+            "            This is a paragraph of class \"class-one\".\n",
+            "        </p>\n",
+            "        <ol>\n",
+            "            <li class=\"class-one\">\n",
+            "                <a href=\"sample.html\">\n",
+            "                    The 1st item\n",
+            "                </a>\n",
+            "            </li>\n",
+            "        </ol>\n",
+            "        <p id=\"unique-one\">\n",
+            "            This is a paragraph with id \"unique-one\".\n",
+            "        </p>\n",
+            "        <div class=\"col m-3 border class-one\">\n",
+            "            This is a division.\n",
+            "        </div>\n",
+            "    </body>\n",
+            "</html>\n",
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "from bs4.formatter import HTMLFormatter\n",
+        "\n",
+        "# customize the indent size\n",
+        "formatter = HTMLFormatter(indent=4)\n",
+        "print(sample_soup.prettify(formatter=formatter))"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "A7NeJkL2Wbxo"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "These textual components form a [\"family tree\"](https://jwang.people.ust.hk/familytree.html), where the top-level `<html>` tag contains the `<head>` and `<body`> tags, which further contain other textual contents and tags, and so on.\n",
+        "\n",
+        "\n",
+        "We can define parents, chidren, and siblings for each tag by referencing this family tree (based on the identation levels of related tags)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "aYtUhm2IcVdl"
+      },
+      "source": [
+        "\n",
+        "## What's in a Soup?\n",
+        "\n",
+        "A `BeautifulSoup` object is essentially a hierarchical collection of `tag` objects, which are each equipped with attributes for navigating and iterating over child tags and strings it contains.\n",
+        "\n",
+        "The simplest way to navigate this collection is to say the name of a child tag we want:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "87SJzaoDcVdl",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "7d766c14-f445-490a-cc02-0adf0ee71e59"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<body><h1>This is a heading.</h1><p>This is a typical paragraph.</p><p class=\"class-one\">This is a paragraph of class \"class-one\".</p><ol><li class=\"class-one\"><a href=\"sample.html\">The 1st item</a></li></ol><p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p><div class=\"col m-3 border class-one\">This is a division.</div></body>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ],
+      "source": [
+        "sample_soup.html.body          # the <body> tag is beneath the <html> tag"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "mor2J1P7Wbxp"
+      },
+      "source": [
+        "We can also call the <body> tag directly as long as there's no ambiguity:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "mncYIRCScVdl",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fd3906fa-ec86-46a8-85fa-f241b8a0b551"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<body><h1>This is a heading.</h1><p>This is a typical paragraph.</p><p class=\"class-one\">This is a paragraph of class \"class-one\".</p><ol><li class=\"class-one\"><a href=\"sample.html\">The 1st item</a></li></ol><p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p><div class=\"col m-3 border class-one\">This is a division.</div></body>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ],
+      "source": [
+        "sample_soup.body"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "yjYIUgZ2cVdm",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "44381396-53c5-44ec-c47a-938abd3dc942"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<h1>This is a heading.</h1>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ],
+      "source": [
+        "# get the <h1> tag nested two layers deep into the BeautifulSoup object structure (html → body → h1)\n",
+        "sample_soup.html.body.h1        # equivalently, sample_soup.body.h1 or samle_soup.h1"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "sample_soup.h1"
+      ],
+      "metadata": {
+        "id": "mfFllowc_fI5",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "901dc557-32cf-469b-93e8-b0c3c1b30b2c"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<h1>This is a heading.</h1>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 9
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "hhaiHgQ3cVdm",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "91691516-a4c3-4c5b-de00-0cb380643918"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<p>This is a typical paragraph.</p>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ],
+      "source": [
+        "sample_soup.body.p             # get the 1st <p> tag beneath the <body> tag"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "b1YzIb15cVdm"
+      },
+      "source": [
+        "A tag's children are available in a list when we call `.contents`:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "4QWDp-XPcVdn",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9e49919d-11f7-4074-e1ad-16f19f552787"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<h1>This is a heading.</h1>,\n",
+              " <p>This is a typical paragraph.</p>,\n",
+              " <p class=\"class-one\">This is a paragraph of class \"class-one\".</p>,\n",
+              " <ol><li class=\"class-one\"><a href=\"sample.html\">The 1st item</a></li></ol>,\n",
+              " <p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p>,\n",
+              " <div class=\"col m-3 border class-one\">This is a division.</div>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "sample_soup.body.contents"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "GwIILCrGcVdp"
+      },
+      "source": [
+        "If we only want the human-readable text inside a document or tag, we can use the `get_text()` method, which returns all the text in a document or beneath a tag, as a single regular string:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "UOmCvboCcVdp",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 53
+        },
+        "outputId": "83266812-51b4-49a7-d3b4-4a128dc47dcd"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'This is a heading.This is a typical paragraph.This is a paragraph of class \"class-one\".The 1st itemThis is a paragraph with id \"unique-one\".This is a division.'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "sample_soup.body.get_text()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Em_8ewIEcVdp",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "9da50adf-ebc9-451e-c39f-eb272629c9c5"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'The 1st item'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ],
+      "source": [
+        "sample_soup.ol.get_text()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "0YdefUEtWbxu"
+      },
+      "source": [
+        "If we want to extract the value of a specific attribute, we can use a tag's `.get()` method:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "VENXZhvFWbxu",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "a4986dba-f555-400e-bc9b-6cadc33c915b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'sample.html'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ],
+      "source": [
+        "sample_soup.a.get('href')   # alternatively, it can also be accessed with dictionary-like indexing, e.g., sample_soup.a['href']"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "sample_soup.a['href']"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "L714nC2WmYkZ",
+        "outputId": "ebba5ce6-d5df-4fac-9dc2-a0db8aae4f19"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'sample.html'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 15
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Twf_7ay4cVdq"
+      },
+      "source": [
+        "\n",
+        "---\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "### `.find()` & `.find_all()`\n",
+        "\n",
+        "Using a tag name as an attribute gives us only the first tag by that name.\n",
+        "\n",
+        "If we need to get all tags with a certain name, we need to use `find_all()`.\n",
+        "\n",
+        "The `find_all()` (`find()`) method can take a variety of filters to find lists of desired tags (a single tag):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Ge9U4xLfcVdq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9a66cb4e-0fda-47fa-e16e-83880781fe79"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<p>This is a typical paragraph.</p>,\n",
+              " <p class=\"class-one\">This is a paragraph of class \"class-one\".</p>,\n",
+              " <p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ],
+      "source": [
+        "sample_soup.find_all('p')                            # perform a match against that exact string; return a list of tags"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "sample_soup.find('p')                           # find only the first match of a tag"
+      ],
+      "metadata": {
+        "id": "IJdL0Ur4BDB5",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4cdf9055-0a32-4f87-d801-d5eccd0dd6e7"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<p>This is a typical paragraph.</p>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 5
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jH33YDNjcVdq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f39f498f-726a-4c8d-cbe0-71a56a5c9d1e"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<p>This is a typical paragraph.</p>,\n",
+              " <p class=\"class-one\">This is a paragraph of class \"class-one\".</p>,\n",
+              " <a href=\"sample.html\">The 1st item</a>,\n",
+              " <p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ],
+      "source": [
+        "sample_soup.find_all(['p', 'a'])                     # perform a string match against any item in that list"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "WQQmhRpdcVdq"
+      },
+      "source": [
+        " We can also form filters based on tags' various attributes:\n",
+        "\n",
+        "- The 1st argument is a (list of) filter(s) on tag name(s);\n",
+        "\n",
+        "- The 2nd argument is a dictionary of filters on attribute values, e.g., `{attr_1: val_1, attr_2: val_2, ...}`."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "help(sample_soup.find_all)"
+      ],
+      "metadata": {
+        "id": "hdo_v7se4FNb",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "1f9a0fb0-fa44-4c8e-d4dd-fc1f777b354a"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Help on method find_all in module bs4.element:\n",
+            "\n",
+            "find_all(name=None, attrs={}, recursive=True, string=None, limit=None, **kwargs) method of bs4.BeautifulSoup instance\n",
+            "    Look in the children of this PageElement and find all\n",
+            "    PageElements that match the given criteria.\n",
+            "    \n",
+            "    All find_* methods take a common set of arguments. See the online\n",
+            "    documentation for detailed explanations.\n",
+            "    \n",
+            "    :param name: A filter on tag name.\n",
+            "    :param attrs: A dictionary of filters on attribute values.\n",
+            "    :param recursive: If this is True, find_all() will perform a\n",
+            "        recursive search of this PageElement's children. Otherwise,\n",
+            "        only the direct children will be considered.\n",
+            "    :param limit: Stop looking after finding this many results.\n",
+            "    :kwargs: A dictionary of filters on attribute values.\n",
+            "    :return: A ResultSet of PageElements.\n",
+            "    :rtype: bs4.element.ResultSet\n",
+            "\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "X4C8p4BBcVdq",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "dbfab8b2-6273-4279-b086-b8ca22edbfc1"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<p class=\"class-one\">This is a paragraph of class \"class-one\".</p>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ],
+      "source": [
+        "sample_soup.find_all('p', {'class': 'class-one'})"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "_K_0hnwRcVdr",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9326cf3b-1d20-4fe0-d4c0-34f765187af0"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<p class=\"class-one\">This is a paragraph of class \"class-one\".</p>,\n",
+              " <div class=\"col m-3 border class-one\">This is a division.</div>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ],
+      "source": [
+        "sample_soup.find_all(['div', 'p'], {'class': 'class-one'})"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "I5MKGkGnWbxv",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "6b1e8bd0-b066-4f03-de00-f0162969a34f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<p class=\"class-one\">This is a paragraph of class \"class-one\".</p>,\n",
+              " <li class=\"class-one\"><a href=\"sample.html\">The 1st item</a></li>,\n",
+              " <div class=\"col m-3 border class-one\">This is a division.</div>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 9
+        }
+      ],
+      "source": [
+        "# filter elements only on attributes' values\n",
+        "# None is indispensible if using positional matching\n",
+        "sample_soup.find_all(None, {'class': 'class-one'})"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# equivalently, keyword matching\n",
+        "sample_soup.find_all(attrs = {'class': 'class-one'})"
+      ],
+      "metadata": {
+        "id": "u3attQNr90tZ",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "f58ef4c7-e54e-4da8-a67e-ca70c768bcec"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<p class=\"class-one\">This is a paragraph of class \"class-one\".</p>,\n",
+              " <li class=\"class-one\"><a href=\"sample.html\">The 1st item</a></li>,\n",
+              " <div class=\"col m-3 border class-one\">This is a division.</div>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "sp6Ck4qrWbxv"
+      },
+      "source": [
+        "We can also search for the exact string value of the class attribute:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "5_pxnN9QWbxv",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "144349f7-e914-4bc1-b8b2-f10166ddbbf7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<div class=\"col m-3 border class-one\">This is a division.</div>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "sample_soup.find('div', {'class': 'col m-3 border class-one'})"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "IhCYXWH9Wbxv"
+      },
+      "source": [
+        "But searching for variants of the string value won't work:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "tjc_f0YpWbxv",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "821c620b-b02b-4531-8b5a-4563d8a4db40"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "sample_soup.find_all('div', {'class': 'col class-one'})"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "How to easily analyze the html? Try Chrome inspection tool: <a href=\"https://developer.chrome.com/docs/devtools/dom/\">Get Started With Viewing And Changing The Document Object Model (DOM) </a> </div>"
+      ],
+      "metadata": {
+        "id": "RtHFtIr4zsyS"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "---\n",
+        "\n",
+        "\n",
+        "**<font color='steelblue' >Question</font>**:\n",
+        "\n",
+        "\n",
+        "This [web page](https://jwang.people.ust.hk/countries.html) lists information about 249 countries in the world. Use `.find_all()` and `.find()` to extract the information on name, capital, population, and area of each country; each stored in a list."
+      ],
+      "metadata": {
+        "id": "MhmrQHwB99ji"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# starter code\n",
+        "import requests\n",
+        "response = requests.get(\"https://jwang.people.ust.hk/countries.html\", timeout=3)\n",
+        "country_soup = BeautifulSoup(response.content, 'html.parser')\n",
+        "\n",
+        "# provide your code below\n",
+        "item_list = country_soup.find_all('div',{'class':'col-md-4 country'})\n",
+        "\n",
+        "name_list=[]\n",
+        "capital_list=[]\n",
+        "population_list=[]\n",
+        "area_list=[]\n",
+        "\n",
+        "for item in item_list:\n",
+        "  name_list.append(item.h3.get_text(strip=True))\n",
+        "  capital_list.append(item.find('span',{'class':'country-capital'}).get_text())\n",
+        "  population_list.append(item.find('span',{'class':'country-population'}).get_text())\n",
+        "  area_list.append(item.find('span',{'class':'country-area'}).get_text())\n",
+        "\n",
+        "print(name_list)\n",
+        "print(capital_list)\n",
+        "print(population_list)\n",
+        "print(area_list)"
+      ],
+      "metadata": {
+        "id": "_ZpP9ckI_AVA",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "5505e313-4054-4bb1-dd5a-e05db8ded300"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "['Andorra', 'United Arab Emirates', 'Afghanistan', 'Antigua and Barbuda', 'Anguilla', 'Albania', 'Armenia', 'Angola', 'Antarctica', 'Argentina', 'American Samoa', 'Austria', 'Australia', 'Aruba', 'Åland', 'Azerbaijan', 'Bosnia and Herzegovina', 'Barbados', 'Bangladesh', 'Belgium', 'Burkina Faso', 'Bulgaria', 'Bahrain', 'Burundi', 'Benin', 'Saint Barthélemy', 'Bermuda', 'Brunei', 'Bolivia', 'Bonaire', 'Brazil', 'Bahamas', 'Bhutan', 'Bouvet Island', 'Botswana', 'Belarus', 'Belize', 'Canada', 'Cocos [Keeling] Islands', 'Democratic Republic of the Congo', 'Central African Republic', 'Republic of the Congo', 'Switzerland', 'Ivory Coast', 'Cook Islands', 'Chile', 'Cameroon', 'China', 'Colombia', 'Costa Rica', 'Cuba', 'Cape Verde', 'Curacao', 'Christmas Island', 'Cyprus', 'Czech Republic', 'Germany', 'Djibouti', 'Denmark', 'Dominica', 'Dominican Republic', 'Algeria', 'Ecuador', 'Estonia', 'Egypt', 'Western Sahara', 'Eritrea', 'Spain', 'Ethiopia', 'Finland', 'Fiji', 'Falkland Islands', 'Micronesia', 'Faroe Islands', 'France', 'Gabon', 'United Kingdom', 'Grenada', 'Georgia', 'French Guiana', 'Guernsey', 'Ghana', 'Gibraltar', 'Greenland', 'Gambia', 'Guinea', 'Guadeloupe', 'Equatorial Guinea', 'Greece', 'South Georgia and the South Sandwich Islands', 'Guatemala', 'Guam', 'Guinea-Bissau', 'Guyana', 'Hong Kong', 'Heard Island and McDonald Islands', 'Honduras', 'Croatia', 'Haiti', 'Hungary', 'Indonesia', 'Ireland', 'Israel', 'Isle of Man', 'India', 'British Indian Ocean Territory', 'Iraq', 'Iran', 'Iceland', 'Italy', 'Jersey', 'Jamaica', 'Jordan', 'Japan', 'Kenya', 'Kyrgyzstan', 'Cambodia', 'Kiribati', 'Comoros', 'Saint Kitts and Nevis', 'North Korea', 'South Korea', 'Kuwait', 'Cayman Islands', 'Kazakhstan', 'Laos', 'Lebanon', 'Saint Lucia', 'Liechtenstein', 'Sri Lanka', 'Liberia', 'Lesotho', 'Lithuania', 'Luxembourg', 'Latvia', 'Libya', 'Morocco', 'Monaco', 'Moldova', 'Montenegro', 'Saint Martin', 'Madagascar', 'Marshall Islands', 'Macedonia', 'Mali', 'Myanmar [Burma]', 'Mongolia', 'Macao', 'Northern Mariana Islands', 'Martinique', 'Mauritania', 'Montserrat', 'Malta', 'Mauritius', 'Maldives', 'Malawi', 'Mexico', 'Malaysia', 'Mozambique', 'Namibia', 'New Caledonia', 'Niger', 'Norfolk Island', 'Nigeria', 'Nicaragua', 'Netherlands', 'Norway', 'Nepal', 'Nauru', 'Niue', 'New Zealand', 'Oman', 'Panama', 'Peru', 'French Polynesia', 'Papua New Guinea', 'Philippines', 'Pakistan', 'Poland', 'Saint Pierre and Miquelon', 'Pitcairn Islands', 'Puerto Rico', 'Palestine', 'Portugal', 'Palau', 'Paraguay', 'Qatar', 'Réunion', 'Romania', 'Serbia', 'Russia', 'Rwanda', 'Saudi Arabia', 'Solomon Islands', 'Seychelles', 'Sudan', 'Sweden', 'Singapore', 'Saint Helena', 'Slovenia', 'Svalbard and Jan Mayen', 'Slovakia', 'Sierra Leone', 'San Marino', 'Senegal', 'Somalia', 'Suriname', 'South Sudan', 'São Tomé and Príncipe', 'El Salvador', 'Sint Maarten', 'Syria', 'Swaziland', 'Turks and Caicos Islands', 'Chad', 'French Southern Territories', 'Togo', 'Thailand', 'Tajikistan', 'Tokelau', 'East Timor', 'Turkmenistan', 'Tunisia', 'Tonga', 'Turkey', 'Trinidad and Tobago', 'Tuvalu', 'Tanzania', 'Ukraine', 'Uganda', 'U.S. Minor Outlying Islands', 'United States', 'Uruguay', 'Uzbekistan', 'Vatican City', 'Saint Vincent and the Grenadines', 'Venezuela', 'British Virgin Islands', 'U.S. Virgin Islands', 'Vietnam', 'Vanuatu', 'Wallis and Futuna', 'Samoa', 'Kosovo', 'Yemen', 'Mayotte', 'South Africa', 'Zambia', 'Zimbabwe']\n",
+            "['Andorra la Vella', 'Abu Dhabi', 'Kabul', \"St. John's\", 'The Valley', 'Tirana', 'Yerevan', 'Luanda', 'None', 'Buenos Aires', 'Pago Pago', 'Vienna', 'Canberra', 'Oranjestad', 'Mariehamn', 'Baku', 'Sarajevo', 'Bridgetown', 'Dhaka', 'Brussels', 'Ouagadougou', 'Sofia', 'Manama', 'Bujumbura', 'Porto-Novo', 'Gustavia', 'Hamilton', 'Bandar Seri Begawan', 'Sucre', 'Kralendijk', 'Brasília', 'Nassau', 'Thimphu', 'None', 'Gaborone', 'Minsk', 'Belmopan', 'Ottawa', 'West Island', 'Kinshasa', 'Bangui', 'Brazzaville', 'Bern', 'Yamoussoukro', 'Avarua', 'Santiago', 'Yaoundé', 'Beijing', 'Bogotá', 'San José', 'Havana', 'Praia', 'Willemstad', 'Flying Fish Cove', 'Nicosia', 'Prague', 'Berlin', 'Djibouti', 'Copenhagen', 'Roseau', 'Santo Domingo', 'Algiers', 'Quito', 'Tallinn', 'Cairo', 'Laâyoune / El Aaiún', 'Asmara', 'Madrid', 'Addis Ababa', 'Helsinki', 'Suva', 'Stanley', 'Palikir', 'Tórshavn', 'Paris', 'Libreville', 'London', \"St. George's\", 'Tbilisi', 'Cayenne', 'St Peter Port', 'Accra', 'Gibraltar', 'Nuuk', 'Bathurst', 'Conakry', 'Basse-Terre', 'Malabo', 'Athens', 'Grytviken', 'Guatemala City', 'Hagåtña', 'Bissau', 'Georgetown', 'Hong Kong', 'None', 'Tegucigalpa', 'Zagreb', 'Port-au-Prince', 'Budapest', 'Jakarta', 'Dublin', 'None', 'Douglas', 'New Delhi', 'None', 'Baghdad', 'Tehran', 'Reykjavik', 'Rome', 'Saint Helier', 'Kingston', 'Amman', 'Tokyo', 'Nairobi', 'Bishkek', 'Phnom Penh', 'Tarawa', 'Moroni', 'Basseterre', 'Pyongyang', 'Seoul', 'Kuwait City', 'George Town', 'Astana', 'Vientiane', 'Beirut', 'Castries', 'Vaduz', 'Colombo', 'Monrovia', 'Maseru', 'Vilnius', 'Luxembourg', 'Riga', 'Tripoli', 'Rabat', 'Monaco', 'Chişinău', 'Podgorica', 'Marigot', 'Antananarivo', 'Majuro', 'Skopje', 'Bamako', 'Naypyitaw', 'Ulan Bator', 'Macao', 'Saipan', 'Fort-de-France', 'Nouakchott', 'Plymouth', 'Valletta', 'Port Louis', 'Malé', 'Lilongwe', 'Mexico City', 'Kuala Lumpur', 'Maputo', 'Windhoek', 'Noumea', 'Niamey', 'Kingston', 'Abuja', 'Managua', 'Amsterdam', 'Oslo', 'Kathmandu', 'Yaren', 'Alofi', 'Wellington', 'Muscat', 'Panama City', 'Lima', 'Papeete', 'Port Moresby', 'Manila', 'Islamabad', 'Warsaw', 'Saint-Pierre', 'Adamstown', 'San Juan', 'None', 'Lisbon', 'Melekeok', 'Asunción', 'Doha', 'Saint-Denis', 'Bucharest', 'Belgrade', 'Moscow', 'Kigali', 'Riyadh', 'Honiara', 'Victoria', 'Khartoum', 'Stockholm', 'Singapore', 'Jamestown', 'Ljubljana', 'Longyearbyen', 'Bratislava', 'Freetown', 'San Marino', 'Dakar', 'Mogadishu', 'Paramaribo', 'Juba', 'São Tomé', 'San Salvador', 'Philipsburg', 'Damascus', 'Mbabane', 'Cockburn Town', \"N'Djamena\", 'Port-aux-Français', 'Lomé', 'Bangkok', 'Dushanbe', 'None', 'Dili', 'Ashgabat', 'Tunis', \"Nuku'alofa\", 'Ankara', 'Port of Spain', 'Funafuti', 'Dodoma', 'Kiev', 'Kampala', 'None', 'Washington', 'Montevideo', 'Tashkent', 'Vatican City', 'Kingstown', 'Caracas', 'Road Town', 'Charlotte Amalie', 'Hanoi', 'Port Vila', 'Mata-Utu', 'Apia', 'Pristina', 'Sanaa', 'Mamoudzou', 'Pretoria', 'Lusaka', 'Harare']\n",
+            "['84000', '4975593', '29121286', '86754', '13254', '2986952', '2968000', '13068161', '0', '41343201', '57881', '8205000', '21515754', '71566', '26711', '8303512', '4590000', '285653', '156118464', '10403000', '16241811', '7148785', '738004', '9863117', '9056010', '8450', '65365', '395027', '9947418', '18012', '201103330', '301790', '699847', '0', '2029307', '9685000', '314522', '33679000', '628', '70916439', '4844927', '3039126', '7581000', '21058798', '21388', '16746491', '19294149', '1330044000', '47790000', '4516220', '11423000', '508659', '141766', '1500', '1102677', '10476000', '81802257', '740528', '5484000', '72813', '9823821', '34586184', '14790608', '1291170', '80471869', '273008', '5792984', '46505963', '88013491', '5244000', '875983', '2638', '107708', '48228', '64768389', '1545255', '62348447', '107818', '4630000', '195506', '65228', '24339838', '27884', '56375', '1593256', '10324025', '443000', '1014999', '11000000', '30', '13550440', '159358', '1565126', '748486', '6898686', '0', '7989415', '4491000', '9648924', '9982000', '242968342', '4622917', '7353985', '75049', '1173108018', '4000', '29671605', '76923300', '308910', '60340328', '90812', '2847232', '6407085', '127288000', '40046566', '5776500', '14453680', '92533', '773407', '51134', '22912177', '48422644', '2789132', '44270', '15340000', '6368162', '4125247', '160922', '35000', '21513990', '3685076', '1919552', '2944459', '497538', '2217969', '6461454', '31627428', '32965', '4324000', '666730', '35925', '21281844', '65859', '2062294', '13796354', '53414374', '3086918', '449198', '53883', '432900', '3205060', '9341', '403000', '1294104', '395650', '15447500', '112468855', '28274729', '22061451', '2128471', '216494', '15878271', '1828', '154000000', '5995928', '16645000', '5009150', '28951852', '10065', '2166', '4252277', '2967717', '3410676', '29907003', '270485', '6064515', '99900177', '184404791', '38500000', '7012', '46', '3916632', '3800000', '10676000', '19907', '6375830', '840926', '776948', '21959278', '7344847', '140702000', '11055976', '25731776', '559198', '88340', '35000000', '9828655', '4701069', '7460', '2007000', '2550', '5455000', '5245695', '31477', '12323252', '10112453', '492829', '8260490', '175808', '6052064', '37429', '22198110', '1354051', '20556', '10543464', '140', '6587239', '67089500', '7487489', '1466', '1154625', '4940916', '10589025', '122580', '77804122', '1228691', '10472', '41892895', '45415596', '33398682', '0', '310232863', '3477000', '27865738', '921', '104217', '27223228', '21730', '108708', '89571130', '221552', '16025', '192001', '1800000', '23495361', '159042', '49000000', '13460305', '11651858']\n",
+            "['468.0', '82880.0', '647500.0', '443.0', '102.0', '28748.0', '29800.0', '1246700.0', '1.4E7', '2766890.0', '199.0', '83858.0', '7686850.0', '193.0', '1580.0', '86600.0', '51129.0', '431.0', '144000.0', '30510.0', '274200.0', '110910.0', '665.0', '27830.0', '112620.0', '21.0', '53.0', '5770.0', '1098580.0', '328.0', '8511965.0', '13940.0', '47000.0', '49.0', '600370.0', '207600.0', '22966.0', '9984670.0', '14.0', '2345410.0', '622984.0', '342000.0', '41290.0', '322460.0', '240.0', '756950.0', '475440.0', '9596960.0', '1138910.0', '51100.0', '110860.0', '4033.0', '444.0', '135.0', '9250.0', '78866.0', '357021.0', '23000.0', '43094.0', '754.0', '48730.0', '2381740.0', '283560.0', '45226.0', '1001450.0', '266000.0', '121320.0', '504782.0', '1127127.0', '337030.0', '18270.0', '12173.0', '702.0', '1399.0', '547030.0', '267667.0', '244820.0', '344.0', '69700.0', '91000.0', '78.0', '239460.0', '6.5', '2166086.0', '11300.0', '245857.0', '1780.0', '28051.0', '131940.0', '3903.0', '108890.0', '549.0', '36120.0', '214970.0', '1092.0', '412.0', '112090.0', '56542.0', '27750.0', '93030.0', '1919440.0', '70280.0', '20770.0', '572.0', '3287590.0', '60.0', '437072.0', '1648000.0', '103000.0', '301230.0', '116.0', '10991.0', '92300.0', '377835.0', '582650.0', '198500.0', '181040.0', '811.0', '2170.0', '261.0', '120540.0', '98480.0', '17820.0', '262.0', '2717300.0', '236800.0', '10400.0', '616.0', '160.0', '65610.0', '111370.0', '30355.0', '65200.0', '2586.0', '64589.0', '1759540.0', '446550.0', '1.95', '33843.0', '14026.0', '53.0', '587040.0', '181.3', '25333.0', '1240000.0', '678500.0', '1565000.0', '254.0', '477.0', '1100.0', '1030700.0', '102.0', '316.0', '2040.0', '300.0', '118480.0', '1972550.0', '329750.0', '801590.0', '825418.0', '19060.0', '1267000.0', '34.6', '923768.0', '129494.0', '41526.0', '324220.0', '140800.0', '21.0', '260.0', '268680.0', '212460.0', '78200.0', '1285220.0', '4167.0', '462840.0', '300000.0', '803940.0', '312685.0', '242.0', '47.0', '9104.0', '5970.0', '92391.0', '458.0', '406750.0', '11437.0', '2517.0', '237500.0', '88361.0', '1.71E7', '26338.0', '1960582.0', '28450.0', '455.0', '1861484.0', '449964.0', '692.7', '410.0', '20273.0', '62049.0', '48845.0', '71740.0', '61.2', '196190.0', '637657.0', '163270.0', '644329.0', '1001.0', '21040.0', '21.0', '185180.0', '17363.0', '430.0', '1284000.0', '7829.0', '56785.0', '514000.0', '143100.0', '10.0', '15007.0', '488100.0', '163610.0', '748.0', '780580.0', '5128.0', '26.0', '945087.0', '603700.0', '236040.0', '0.0', '9629091.0', '176220.0', '447400.0', '0.44', '389.0', '912050.0', '153.0', '352.0', '329560.0', '12200.0', '274.0', '2944.0', '10908.0', '527970.0', '374.0', '1219912.0', '752614.0', '390580.0']\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "item_list[0].h3.get_text(strip=True)"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "1nIQWeuX36WI",
+        "outputId": "b7ec39eb-e038-484d-e331-504ae82efab4"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Andorra'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 16
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "item_list[0].find('span',{'class':'country-capital'}).get_text()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "hSUct8vM4Lf5",
+        "outputId": "83629bbe-9d95-4d92-8f63-a6cda24cb523"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Andorra la Vella'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 18
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "item_list[0].find('span',{'class':'country-population'}).get_text()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "Dq6sZXqZ41wB",
+        "outputId": "51255839-8376-4317-d807-8b6419bcb1a7"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'84000'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 19
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "item_list[0].find('span',{'class':'country-area'}).get_text()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "IWCkgTvS48_a",
+        "outputId": "7ee44101-4d6a-478a-aa21-07f9300c1940"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'468.0'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 20
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "R3kiriHdWbxw"
+      },
+      "source": [
+        "---\n",
+        "\n",
+        "<br/>\n",
+        "\n",
+        "### `.select()` & `.select_one()`\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "uqwJyKPGWbxw"
+      },
+      "source": [
+        "A `BeautifulSoup` object has a `.select()` (or `.select_one()`) method, which allows us to query elements using CSS selectors:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "LuR2jEnnWbxw",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "9e0d19a8-b96e-46a1-f323-4999bce8ab19"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<div class=\"col m-3 border class-one\">This is a division.</div>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 22
+        }
+      ],
+      "source": [
+        "# match elements against two or more classes\n",
+        "sample_soup.select('.class-one.m-3')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "rzRXvBwwWbxw",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "831a718a-9f64-4561-d0b7-1069aeb32141"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<a href=\"sample.html\">The 1st item</a>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 23
+        }
+      ],
+      "source": [
+        "sample_soup.select('[href]')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "sample_soup.select_one('p.class-one')    # equivalent to sample_soup.find('p', {'class': 'class-one'})"
+      ],
+      "metadata": {
+        "id": "EiIoYQQbFBOp",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "2f4f5957-7aad-43b9-cbc4-98312387d615"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<p class=\"class-one\">This is a paragraph of class \"class-one\".</p>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 24
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "sample_soup.select_one('p#unique-one')  # equivalent to sample_soup.find(\"p\", {'id': 'unique-one'})"
+      ],
+      "metadata": {
+        "id": "3ZvggbVIFb9T",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "edcbc934-344d-40d2-f2d8-9b77ac989f2a"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<p id=\"unique-one\">This is a paragraph with id \"unique-one\".</p>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 25
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "**<font color='steelblue' >Question</font>**:\n",
+        "\n",
+        "\n",
+        "Now use `.select()` and `.select_one()` to extract the same information from this [web page](https://jwang.people.ust.hk/countries.html)."
+      ],
+      "metadata": {
+        "id": "4M9PSiOxCW_2"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# starter code\n",
+        "import requests\n",
+        "response = requests.get(\"https://jwang.people.ust.hk/countries.html\", timeout=3)\n",
+        "country_soup = BeautifulSoup(response.content, 'html.parser')\n",
+        "\n",
+        "# provide your code below\n",
+        "item_list = country_soup.select('div.col-md-4.country')\n",
+        "\n",
+        "name_list=[]\n",
+        "capital_list=[]\n",
+        "population_list=[]\n",
+        "area_list=[]\n",
+        "\n",
+        "for item in item_list:\n",
+        "  name_list.append(item.h3.get_text(strip=True))\n",
+        "  capital_list.append(item.find('span',{'class':'country-capital'}).get_text())\n",
+        "  capital_list.append(item.select_one('span.country-capital').get_text())\n",
+        "  population_list.append(item.select_one('span.country-population').get_text())\n",
+        "  area_list.append(item.select_one('span.country-area').get_text())\n",
+        "\n",
+        "print(name_list)\n",
+        "print(capital_list)\n",
+        "print(population_list)\n",
+        "print(area_list)\n"
+      ],
+      "metadata": {
+        "id": "a5vkzEq_CfvR",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "5fbdebb8-9b8e-4733-80bb-c10c6600c4fb"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "['Andorra', 'United Arab Emirates', 'Afghanistan', 'Antigua and Barbuda', 'Anguilla', 'Albania', 'Armenia', 'Angola', 'Antarctica', 'Argentina', 'American Samoa', 'Austria', 'Australia', 'Aruba', 'Åland', 'Azerbaijan', 'Bosnia and Herzegovina', 'Barbados', 'Bangladesh', 'Belgium', 'Burkina Faso', 'Bulgaria', 'Bahrain', 'Burundi', 'Benin', 'Saint Barthélemy', 'Bermuda', 'Brunei', 'Bolivia', 'Bonaire', 'Brazil', 'Bahamas', 'Bhutan', 'Bouvet Island', 'Botswana', 'Belarus', 'Belize', 'Canada', 'Cocos [Keeling] Islands', 'Democratic Republic of the Congo', 'Central African Republic', 'Republic of the Congo', 'Switzerland', 'Ivory Coast', 'Cook Islands', 'Chile', 'Cameroon', 'China', 'Colombia', 'Costa Rica', 'Cuba', 'Cape Verde', 'Curacao', 'Christmas Island', 'Cyprus', 'Czech Republic', 'Germany', 'Djibouti', 'Denmark', 'Dominica', 'Dominican Republic', 'Algeria', 'Ecuador', 'Estonia', 'Egypt', 'Western Sahara', 'Eritrea', 'Spain', 'Ethiopia', 'Finland', 'Fiji', 'Falkland Islands', 'Micronesia', 'Faroe Islands', 'France', 'Gabon', 'United Kingdom', 'Grenada', 'Georgia', 'French Guiana', 'Guernsey', 'Ghana', 'Gibraltar', 'Greenland', 'Gambia', 'Guinea', 'Guadeloupe', 'Equatorial Guinea', 'Greece', 'South Georgia and the South Sandwich Islands', 'Guatemala', 'Guam', 'Guinea-Bissau', 'Guyana', 'Hong Kong', 'Heard Island and McDonald Islands', 'Honduras', 'Croatia', 'Haiti', 'Hungary', 'Indonesia', 'Ireland', 'Israel', 'Isle of Man', 'India', 'British Indian Ocean Territory', 'Iraq', 'Iran', 'Iceland', 'Italy', 'Jersey', 'Jamaica', 'Jordan', 'Japan', 'Kenya', 'Kyrgyzstan', 'Cambodia', 'Kiribati', 'Comoros', 'Saint Kitts and Nevis', 'North Korea', 'South Korea', 'Kuwait', 'Cayman Islands', 'Kazakhstan', 'Laos', 'Lebanon', 'Saint Lucia', 'Liechtenstein', 'Sri Lanka', 'Liberia', 'Lesotho', 'Lithuania', 'Luxembourg', 'Latvia', 'Libya', 'Morocco', 'Monaco', 'Moldova', 'Montenegro', 'Saint Martin', 'Madagascar', 'Marshall Islands', 'Macedonia', 'Mali', 'Myanmar [Burma]', 'Mongolia', 'Macao', 'Northern Mariana Islands', 'Martinique', 'Mauritania', 'Montserrat', 'Malta', 'Mauritius', 'Maldives', 'Malawi', 'Mexico', 'Malaysia', 'Mozambique', 'Namibia', 'New Caledonia', 'Niger', 'Norfolk Island', 'Nigeria', 'Nicaragua', 'Netherlands', 'Norway', 'Nepal', 'Nauru', 'Niue', 'New Zealand', 'Oman', 'Panama', 'Peru', 'French Polynesia', 'Papua New Guinea', 'Philippines', 'Pakistan', 'Poland', 'Saint Pierre and Miquelon', 'Pitcairn Islands', 'Puerto Rico', 'Palestine', 'Portugal', 'Palau', 'Paraguay', 'Qatar', 'Réunion', 'Romania', 'Serbia', 'Russia', 'Rwanda', 'Saudi Arabia', 'Solomon Islands', 'Seychelles', 'Sudan', 'Sweden', 'Singapore', 'Saint Helena', 'Slovenia', 'Svalbard and Jan Mayen', 'Slovakia', 'Sierra Leone', 'San Marino', 'Senegal', 'Somalia', 'Suriname', 'South Sudan', 'São Tomé and Príncipe', 'El Salvador', 'Sint Maarten', 'Syria', 'Swaziland', 'Turks and Caicos Islands', 'Chad', 'French Southern Territories', 'Togo', 'Thailand', 'Tajikistan', 'Tokelau', 'East Timor', 'Turkmenistan', 'Tunisia', 'Tonga', 'Turkey', 'Trinidad and Tobago', 'Tuvalu', 'Tanzania', 'Ukraine', 'Uganda', 'U.S. Minor Outlying Islands', 'United States', 'Uruguay', 'Uzbekistan', 'Vatican City', 'Saint Vincent and the Grenadines', 'Venezuela', 'British Virgin Islands', 'U.S. Virgin Islands', 'Vietnam', 'Vanuatu', 'Wallis and Futuna', 'Samoa', 'Kosovo', 'Yemen', 'Mayotte', 'South Africa', 'Zambia', 'Zimbabwe']\n",
+            "['Andorra la Vella', 'Andorra la Vella', 'Abu Dhabi', 'Abu Dhabi', 'Kabul', 'Kabul', \"St. John's\", \"St. John's\", 'The Valley', 'The Valley', 'Tirana', 'Tirana', 'Yerevan', 'Yerevan', 'Luanda', 'Luanda', 'None', 'None', 'Buenos Aires', 'Buenos Aires', 'Pago Pago', 'Pago Pago', 'Vienna', 'Vienna', 'Canberra', 'Canberra', 'Oranjestad', 'Oranjestad', 'Mariehamn', 'Mariehamn', 'Baku', 'Baku', 'Sarajevo', 'Sarajevo', 'Bridgetown', 'Bridgetown', 'Dhaka', 'Dhaka', 'Brussels', 'Brussels', 'Ouagadougou', 'Ouagadougou', 'Sofia', 'Sofia', 'Manama', 'Manama', 'Bujumbura', 'Bujumbura', 'Porto-Novo', 'Porto-Novo', 'Gustavia', 'Gustavia', 'Hamilton', 'Hamilton', 'Bandar Seri Begawan', 'Bandar Seri Begawan', 'Sucre', 'Sucre', 'Kralendijk', 'Kralendijk', 'Brasília', 'Brasília', 'Nassau', 'Nassau', 'Thimphu', 'Thimphu', 'None', 'None', 'Gaborone', 'Gaborone', 'Minsk', 'Minsk', 'Belmopan', 'Belmopan', 'Ottawa', 'Ottawa', 'West Island', 'West Island', 'Kinshasa', 'Kinshasa', 'Bangui', 'Bangui', 'Brazzaville', 'Brazzaville', 'Bern', 'Bern', 'Yamoussoukro', 'Yamoussoukro', 'Avarua', 'Avarua', 'Santiago', 'Santiago', 'Yaoundé', 'Yaoundé', 'Beijing', 'Beijing', 'Bogotá', 'Bogotá', 'San José', 'San José', 'Havana', 'Havana', 'Praia', 'Praia', 'Willemstad', 'Willemstad', 'Flying Fish Cove', 'Flying Fish Cove', 'Nicosia', 'Nicosia', 'Prague', 'Prague', 'Berlin', 'Berlin', 'Djibouti', 'Djibouti', 'Copenhagen', 'Copenhagen', 'Roseau', 'Roseau', 'Santo Domingo', 'Santo Domingo', 'Algiers', 'Algiers', 'Quito', 'Quito', 'Tallinn', 'Tallinn', 'Cairo', 'Cairo', 'Laâyoune / El Aaiún', 'Laâyoune / El Aaiún', 'Asmara', 'Asmara', 'Madrid', 'Madrid', 'Addis Ababa', 'Addis Ababa', 'Helsinki', 'Helsinki', 'Suva', 'Suva', 'Stanley', 'Stanley', 'Palikir', 'Palikir', 'Tórshavn', 'Tórshavn', 'Paris', 'Paris', 'Libreville', 'Libreville', 'London', 'London', \"St. George's\", \"St. George's\", 'Tbilisi', 'Tbilisi', 'Cayenne', 'Cayenne', 'St Peter Port', 'St Peter Port', 'Accra', 'Accra', 'Gibraltar', 'Gibraltar', 'Nuuk', 'Nuuk', 'Bathurst', 'Bathurst', 'Conakry', 'Conakry', 'Basse-Terre', 'Basse-Terre', 'Malabo', 'Malabo', 'Athens', 'Athens', 'Grytviken', 'Grytviken', 'Guatemala City', 'Guatemala City', 'Hagåtña', 'Hagåtña', 'Bissau', 'Bissau', 'Georgetown', 'Georgetown', 'Hong Kong', 'Hong Kong', 'None', 'None', 'Tegucigalpa', 'Tegucigalpa', 'Zagreb', 'Zagreb', 'Port-au-Prince', 'Port-au-Prince', 'Budapest', 'Budapest', 'Jakarta', 'Jakarta', 'Dublin', 'Dublin', 'None', 'None', 'Douglas', 'Douglas', 'New Delhi', 'New Delhi', 'None', 'None', 'Baghdad', 'Baghdad', 'Tehran', 'Tehran', 'Reykjavik', 'Reykjavik', 'Rome', 'Rome', 'Saint Helier', 'Saint Helier', 'Kingston', 'Kingston', 'Amman', 'Amman', 'Tokyo', 'Tokyo', 'Nairobi', 'Nairobi', 'Bishkek', 'Bishkek', 'Phnom Penh', 'Phnom Penh', 'Tarawa', 'Tarawa', 'Moroni', 'Moroni', 'Basseterre', 'Basseterre', 'Pyongyang', 'Pyongyang', 'Seoul', 'Seoul', 'Kuwait City', 'Kuwait City', 'George Town', 'George Town', 'Astana', 'Astana', 'Vientiane', 'Vientiane', 'Beirut', 'Beirut', 'Castries', 'Castries', 'Vaduz', 'Vaduz', 'Colombo', 'Colombo', 'Monrovia', 'Monrovia', 'Maseru', 'Maseru', 'Vilnius', 'Vilnius', 'Luxembourg', 'Luxembourg', 'Riga', 'Riga', 'Tripoli', 'Tripoli', 'Rabat', 'Rabat', 'Monaco', 'Monaco', 'Chişinău', 'Chişinău', 'Podgorica', 'Podgorica', 'Marigot', 'Marigot', 'Antananarivo', 'Antananarivo', 'Majuro', 'Majuro', 'Skopje', 'Skopje', 'Bamako', 'Bamako', 'Naypyitaw', 'Naypyitaw', 'Ulan Bator', 'Ulan Bator', 'Macao', 'Macao', 'Saipan', 'Saipan', 'Fort-de-France', 'Fort-de-France', 'Nouakchott', 'Nouakchott', 'Plymouth', 'Plymouth', 'Valletta', 'Valletta', 'Port Louis', 'Port Louis', 'Malé', 'Malé', 'Lilongwe', 'Lilongwe', 'Mexico City', 'Mexico City', 'Kuala Lumpur', 'Kuala Lumpur', 'Maputo', 'Maputo', 'Windhoek', 'Windhoek', 'Noumea', 'Noumea', 'Niamey', 'Niamey', 'Kingston', 'Kingston', 'Abuja', 'Abuja', 'Managua', 'Managua', 'Amsterdam', 'Amsterdam', 'Oslo', 'Oslo', 'Kathmandu', 'Kathmandu', 'Yaren', 'Yaren', 'Alofi', 'Alofi', 'Wellington', 'Wellington', 'Muscat', 'Muscat', 'Panama City', 'Panama City', 'Lima', 'Lima', 'Papeete', 'Papeete', 'Port Moresby', 'Port Moresby', 'Manila', 'Manila', 'Islamabad', 'Islamabad', 'Warsaw', 'Warsaw', 'Saint-Pierre', 'Saint-Pierre', 'Adamstown', 'Adamstown', 'San Juan', 'San Juan', 'None', 'None', 'Lisbon', 'Lisbon', 'Melekeok', 'Melekeok', 'Asunción', 'Asunción', 'Doha', 'Doha', 'Saint-Denis', 'Saint-Denis', 'Bucharest', 'Bucharest', 'Belgrade', 'Belgrade', 'Moscow', 'Moscow', 'Kigali', 'Kigali', 'Riyadh', 'Riyadh', 'Honiara', 'Honiara', 'Victoria', 'Victoria', 'Khartoum', 'Khartoum', 'Stockholm', 'Stockholm', 'Singapore', 'Singapore', 'Jamestown', 'Jamestown', 'Ljubljana', 'Ljubljana', 'Longyearbyen', 'Longyearbyen', 'Bratislava', 'Bratislava', 'Freetown', 'Freetown', 'San Marino', 'San Marino', 'Dakar', 'Dakar', 'Mogadishu', 'Mogadishu', 'Paramaribo', 'Paramaribo', 'Juba', 'Juba', 'São Tomé', 'São Tomé', 'San Salvador', 'San Salvador', 'Philipsburg', 'Philipsburg', 'Damascus', 'Damascus', 'Mbabane', 'Mbabane', 'Cockburn Town', 'Cockburn Town', \"N'Djamena\", \"N'Djamena\", 'Port-aux-Français', 'Port-aux-Français', 'Lomé', 'Lomé', 'Bangkok', 'Bangkok', 'Dushanbe', 'Dushanbe', 'None', 'None', 'Dili', 'Dili', 'Ashgabat', 'Ashgabat', 'Tunis', 'Tunis', \"Nuku'alofa\", \"Nuku'alofa\", 'Ankara', 'Ankara', 'Port of Spain', 'Port of Spain', 'Funafuti', 'Funafuti', 'Dodoma', 'Dodoma', 'Kiev', 'Kiev', 'Kampala', 'Kampala', 'None', 'None', 'Washington', 'Washington', 'Montevideo', 'Montevideo', 'Tashkent', 'Tashkent', 'Vatican City', 'Vatican City', 'Kingstown', 'Kingstown', 'Caracas', 'Caracas', 'Road Town', 'Road Town', 'Charlotte Amalie', 'Charlotte Amalie', 'Hanoi', 'Hanoi', 'Port Vila', 'Port Vila', 'Mata-Utu', 'Mata-Utu', 'Apia', 'Apia', 'Pristina', 'Pristina', 'Sanaa', 'Sanaa', 'Mamoudzou', 'Mamoudzou', 'Pretoria', 'Pretoria', 'Lusaka', 'Lusaka', 'Harare', 'Harare']\n",
+            "['84000', '4975593', '29121286', '86754', '13254', '2986952', '2968000', '13068161', '0', '41343201', '57881', '8205000', '21515754', '71566', '26711', '8303512', '4590000', '285653', '156118464', '10403000', '16241811', '7148785', '738004', '9863117', '9056010', '8450', '65365', '395027', '9947418', '18012', '201103330', '301790', '699847', '0', '2029307', '9685000', '314522', '33679000', '628', '70916439', '4844927', '3039126', '7581000', '21058798', '21388', '16746491', '19294149', '1330044000', '47790000', '4516220', '11423000', '508659', '141766', '1500', '1102677', '10476000', '81802257', '740528', '5484000', '72813', '9823821', '34586184', '14790608', '1291170', '80471869', '273008', '5792984', '46505963', '88013491', '5244000', '875983', '2638', '107708', '48228', '64768389', '1545255', '62348447', '107818', '4630000', '195506', '65228', '24339838', '27884', '56375', '1593256', '10324025', '443000', '1014999', '11000000', '30', '13550440', '159358', '1565126', '748486', '6898686', '0', '7989415', '4491000', '9648924', '9982000', '242968342', '4622917', '7353985', '75049', '1173108018', '4000', '29671605', '76923300', '308910', '60340328', '90812', '2847232', '6407085', '127288000', '40046566', '5776500', '14453680', '92533', '773407', '51134', '22912177', '48422644', '2789132', '44270', '15340000', '6368162', '4125247', '160922', '35000', '21513990', '3685076', '1919552', '2944459', '497538', '2217969', '6461454', '31627428', '32965', '4324000', '666730', '35925', '21281844', '65859', '2062294', '13796354', '53414374', '3086918', '449198', '53883', '432900', '3205060', '9341', '403000', '1294104', '395650', '15447500', '112468855', '28274729', '22061451', '2128471', '216494', '15878271', '1828', '154000000', '5995928', '16645000', '5009150', '28951852', '10065', '2166', '4252277', '2967717', '3410676', '29907003', '270485', '6064515', '99900177', '184404791', '38500000', '7012', '46', '3916632', '3800000', '10676000', '19907', '6375830', '840926', '776948', '21959278', '7344847', '140702000', '11055976', '25731776', '559198', '88340', '35000000', '9828655', '4701069', '7460', '2007000', '2550', '5455000', '5245695', '31477', '12323252', '10112453', '492829', '8260490', '175808', '6052064', '37429', '22198110', '1354051', '20556', '10543464', '140', '6587239', '67089500', '7487489', '1466', '1154625', '4940916', '10589025', '122580', '77804122', '1228691', '10472', '41892895', '45415596', '33398682', '0', '310232863', '3477000', '27865738', '921', '104217', '27223228', '21730', '108708', '89571130', '221552', '16025', '192001', '1800000', '23495361', '159042', '49000000', '13460305', '11651858']\n",
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+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "pj54e5X_cVdr"
+      },
+      "source": [
+        "---\n",
+        "<Br>\n",
+        "\n",
+        "## Scraping Textual Data on Trump's Lies\n",
+        "\n",
+        "\n",
+        "We'll first use `requests.get(url)` to connect to a URL and make a soup with what is held by the `.content` attribute of the response:\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "P3ygHpnXcVdr"
+      },
+      "outputs": [],
+      "source": [
+        "from bs4 import BeautifulSoup\n",
+        "\n",
+        "import requests\n",
+        "# open the URL; set timeout to 3 seconds\n",
+        "response = requests.get(\"https://jwang.people.ust.hk/lies.html\", timeout=3)\n",
+        "lies_soup = BeautifulSoup(response.content, 'html.parser')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ayJhh_j-cVds"
+      },
+      "source": [
+        "---\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "\n",
+        "In the HTML code, every record is surrounded by the `<span>` tag of `class=\"short-desc\"`:\n",
+        "\n",
+        "```html\n",
+        "<span class=\"short-desc\">\n",
+        "      <strong> DATE </strong> LIE <span class=\"short-truth\"><a href=\"URL\"> EXPLANATION </a></span>\n",
+        "</span>\n",
+        "\n",
+        "```\n",
+        "\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "y8S3TxUMcVdt"
+      },
+      "outputs": [],
+      "source": [
+        "item_list = lies_soup.find_all('span', {'class': 'short-desc'})    # equivalently, lies_soup.select('span.short-desc')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "eEqleGfZcVdt"
+      },
+      "source": [
+        "This returns a list of all tags that match the given criteria:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "AZVbvzQUcVdt",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "55c9914b-2e15-4e1f-9562-425a0d457cf2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<span class=\"short-desc\"><strong>Jan. 21 </strong>“I wasn't a fan of Iraq. I didn't want to go into Iraq.” <span class=\"short-truth\"><a href=\"https://www.buzzfeed.com/andrewkaczynski/in-2002-donald-trump-said-he-supported-invading-iraq-on-the\" target=\"_blank\">(He was for an invasion before he was against it.)</a></span></span>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 30
+        }
+      ],
+      "source": [
+        "item_list[0]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cell_style": "split",
+        "id": "K0t1U9KhcVdt",
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "3b453786-cb1e-404d-97bf-1d2eb55848c3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<span class=\"short-desc\"><strong>Jan. 25 </strong>“You had millions of people that now aren't insured anymore.” <span class=\"short-truth\"><a href=\"https://www.nytimes.com/2017/03/13/us/politics/fact-check-trump-obamacare-health-care.html\" target=\"_blank\">(The real number is less than 1 million, according to the Urban Institute.)</a></span></span>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 31
+        }
+      ],
+      "source": [
+        "item_list[5]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XbPGIExdcVdt"
+      },
+      "source": [
+        "The general structure of a single record is:\n",
+        "\n",
+        "```html\n",
+        "<strong> DATE </strong> LIE <span class=\"short-truth\"><a href=\"URL\"> EXPLANATION </a></span>\n",
+        "```\n",
+        "\n",
+        "\n",
+        "Use `.find()` with the tag name `\"strong\"` to select the tag that contains the `DATE`:\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "o_185m26cVdt",
+        "scrolled": false,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "75ba023c-f5d5-47a2-bb4a-2984591f01bf"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<strong>Jan. 21 </strong>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 32
+        }
+      ],
+      "source": [
+        "item_list[0].find(\"strong\")    # equivalently, item_list[0].select_one(\"strong\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "qPNZcyEgcVdu"
+      },
+      "source": [
+        "Then use `.get_text()` to extract only the text, with the `strip` option active to remove leading and trailing spaces:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "item_list[0].find(\"strong\").get_text()"
+      ],
+      "metadata": {
+        "id": "gk8SGSo2IHTQ",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "a52fb120-fdc5-48c7-f5f1-02edda15e1d8"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Jan. 21\\xa0'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 33
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "BzqkuLOCcVdu",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "be11f238-51ca-424c-8656-7b9cace14632"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Jan. 21'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 34
+        }
+      ],
+      "source": [
+        "item_list[0].find(\"strong\").get_text(strip=True)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "pc-ZMS5ycVdu"
+      },
+      "source": [
+        "Next, use `.contents` with list indexing to extract the `LIE`:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "AJ12uD5_cVdu",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4fa5dc64-c76f-405e-c77b-a28af79a41e5"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "[<strong>Jan. 21 </strong>,\n",
+              " \"“I wasn't a fan of Iraq. I didn't want to go into Iraq.” \",\n",
+              " <span class=\"short-truth\"><a href=\"https://www.buzzfeed.com/andrewkaczynski/in-2002-donald-trump-said-he-supported-invading-iraq-on-the\" target=\"_blank\">(He was for an invasion before he was against it.)</a></span>]"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 35
+        }
+      ],
+      "source": [
+        "item_list[0].contents"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "item_list[0].contents[0].get_text(strip=True)"
+      ],
+      "metadata": {
+        "id": "lbgmwZpiliK9",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "e252755a-5757-4ed0-b77a-02ba56e2d053"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Jan. 21'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 36
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "whxXdqNMcVdu",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "36885070-cb6e-4f18-c68d-2f0019e969ec"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "\"I wasn't a fan of Iraq. I didn't want to go into Iraq.\""
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 37
+        }
+      ],
+      "source": [
+        "child_nodes = item_list[0].contents\n",
+        "child_nodes[1][1:-2]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "DZzB9YSccVdu"
+      },
+      "source": [
+        "For the `EXPLANATION`, select the text within the `<span>` tag, which is the 3rd child of the tag:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "5TAwBZFKcVdu",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "d2e2bd17-4a81-4549-c7e7-de3a5bd717a1"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'He was for an invasion before he was against it.'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 38
+        }
+      ],
+      "source": [
+        "child_nodes[2].get_text(strip=True)[1:-1]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "rH6J0fAKcVdv"
+      },
+      "source": [
+        "Note that the `URL` is an attribute (the `href` attribute) within the `<a>` tag.  We can access the tag's certain attribute with `get()`:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "d7ztio3wcVdv",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 53
+        },
+        "outputId": "40d63403-9b78-426d-ac52-44faf9451568"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'https://www.buzzfeed.com/andrewkaczynski/in-2002-donald-trump-said-he-supported-invading-iraq-on-the'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 39
+        }
+      ],
+      "source": [
+        "item_list[0].find('a').get('href')              # equivalently, item_list[0].a.get('href')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "JkkZuvmxcVdv"
+      },
+      "source": [
+        "Finally, we extend this process to all the rest of it using a `for` loop:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "bIFFwj-dcVdv"
+      },
+      "outputs": [],
+      "source": [
+        "date_list = []; lie_list = []; explanation_list = []; url_list = []\n",
+        "\n",
+        "for item in item_list:\n",
+        "    first, middle, last = item.contents\n",
+        "    date_list.append(first.get_text(strip=True))\n",
+        "    lie_list.append(middle[1:-2])\n",
+        "    explanation_list.append(last.get_text(strip=True)[1:-1])\n",
+        "    url_list.append(item.find('a').get('href'))\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "yQM_3u5FcVdv",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "b8d4f05d-a2e9-492a-f0b6-6084b53f4241"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "['Jan. 21', 'Jan. 21', 'Jan. 23', 'Jan. 25', 'Jan. 25', 'Jan. 25', 'Jan. 25', 'Jan. 26', 'Jan. 26', 'Jan. 28', 'Jan. 29', 'Jan. 30', 'Feb. 3', 'Feb. 4', 'Feb. 5', 'Feb. 6', 'Feb. 6', 'Feb. 6', 'Feb. 6', 'Feb. 7', 'Feb. 7', 'Feb. 9', 'Feb. 9', 'Feb. 10', 'Feb. 12', 'Feb. 16', 'Feb. 16', 'Feb. 16', 'Feb. 16', 'Feb. 16', 'Feb. 16', 'Feb. 18', 'Feb. 18', 'Feb. 24', 'Feb. 24', 'Feb. 24', 'Feb. 27', 'Feb. 27', 'Feb. 28', 'Feb. 28', 'Feb. 28', 'March 3', 'March 4', 'March 4', 'March 7', 'March 13', 'March 13', 'March 15', 'March 17', 'March 20', 'March 21', 'March 22', 'March 22', 'March 22', 'March 29', 'March 31', 'April 2', 'April 2', 'April 5', 'April 6', 'April 11', 'April 12', 'April 12', 'April 12', 'April 12', 'April 16', 'April 18', 'April 21', 'April 21', 'April 27', 'April 28', 'April 28', 'April 28', 'April 29', 'April 29', 'April 29', 'April 29', 'April 29', 'April 29', 'May 1', 'May 1', 'May 1', 'May 2', 'May 4', 'May 4', 'May 4', 'May 8', 'May 8', 'May 8', 'May 12', 'May 12', 'May 13', 'May 26', 'June 1', 'June 1', 'June 4', 'June 5', 'June 20', 'June 21', 'June 21', 'June 21', 'June 21', 'June 21', 'June 21', 'June 21', 'June 21', 'June 22', 'June 23', 'June 27', 'June 28', 'June 29', 'July 6', 'July 17', 'July 19', 'July 19', 'July 19', 'July 19', 'July 24', 'July 25', 'July 25', 'July 25', 'July 25', 'July 28', 'July 28', 'July 31', 'July 31', 'Aug. 1', 'Aug. 3', 'Aug. 3', 'Aug. 3', 'Aug. 15', 'Aug. 22', 'Aug. 22', 'Aug. 22', 'Aug. 22', 'Aug. 22', 'Sept. 6', 'Sept. 6', 'Sept. 8', 'Sept. 14', 'Sept. 14', 'Sept. 22', 'Sept. 22', 'Sept. 29', 'Sept. 27', 'Sept. 27', 'Sept. 27', 'Sept. 27', 'Sept. 28', 'Oct. 3', 'Oct. 3', 'Oct. 6', 'Oct. 6', 'Oct. 6', 'Oct. 6', 'Oct. 7', 'Oct. 7', 'Oct. 7', 'Oct. 10', 'Oct. 10', 'Oct. 11', 'Oct. 16', 'Oct. 16', 'Oct. 16', 'Oct. 16', 'Oct. 17', 'Oct. 17', 'Oct. 17', 'Oct. 17', 'Oct. 17', 'Oct. 17', 'Oct. 18', 'Oct. 18', 'Oct. 18', 'Oct. 24', 'Oct. 25', 'Oct. 27', 'Nov. 1', 'Nov. 7', 'Nov. 11']\n"
+          ]
+        }
+      ],
+      "source": [
+        "print(date_list)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "KeNYOUDpcVdw"
+      },
+      "source": [
+        "We can now combine the data into a pandas `DataFrame` (a tabular data model that makes data manipulation and analysis easier):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "mry-Tl_fcVdw",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 1000
+        },
+        "outputId": "2e1af203-9ce6-40b4-9c50-0e950dcde9fc"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "        date                                                lie  \\\n",
+              "0    Jan. 21  I wasn't a fan of Iraq. I didn't want to go in...   \n",
+              "1    Jan. 21  A reporter for Time magazine — and I have been...   \n",
+              "2    Jan. 23  Between 3 million and 5 million illegal votes ...   \n",
+              "3    Jan. 25  Now, the audience was the biggest ever. But th...   \n",
+              "4    Jan. 25  Take a look at the Pew reports (which show vot...   \n",
+              "..       ...                                                ...   \n",
+              "175  Oct. 25      We have trade deficits with almost everybody.   \n",
+              "176  Oct. 27  Wacky & totally unhinged Tom Steyer, who has b...   \n",
+              "177   Nov. 1  Again, we're the highest-taxed nation, just ab...   \n",
+              "178   Nov. 7  When you look at the city with the strongest g...   \n",
+              "179  Nov. 11  I'd rather have him  – you know, work with him...   \n",
+              "\n",
+              "                                           explanation  \\\n",
+              "0     He was for an invasion before he was against it.   \n",
+              "1    Trump was on the cover 11 times and Nixon appe...   \n",
+              "2               There's no evidence of illegal voting.   \n",
+              "3    Official aerial photos show Obama's 2009 inaug...   \n",
+              "4              The report never mentioned voter fraud.   \n",
+              "..                                                 ...   \n",
+              "175  We have trade surpluses with more than 100 cou...   \n",
+              "176  Steyer has financially supported many winning ...   \n",
+              "177                                         We're not.   \n",
+              "178  Several other cities, including New York and L...   \n",
+              "179  There is no evidence that Democrats \"set up\" R...   \n",
+              "\n",
+              "                                                   url  \n",
+              "0    https://www.buzzfeed.com/andrewkaczynski/in-20...  \n",
+              "1    http://nation.time.com/2013/11/06/10-things-yo...  \n",
+              "2    https://www.nytimes.com/2017/01/23/us/politics...  \n",
+              "3    https://www.nytimes.com/2017/01/21/us/politics...  \n",
+              "4    https://www.nytimes.com/2017/01/24/us/politics...  \n",
+              "..                                                 ...  \n",
+              "175  https://www.bea.gov/newsreleases/international...  \n",
+              "176  https://www.opensecrets.org/donor-lookup/resul...  \n",
+              "177  http://www.politifact.com/truth-o-meter/statem...  \n",
+              "178  http://www.politifact.com/truth-o-meter/statem...  \n",
+              "179  https://www.nytimes.com/interactive/2017/12/10...  \n",
+              "\n",
+              "[180 rows x 4 columns]"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-8072face-a558-4f7f-b664-b4f3ef1d65ee\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>date</th>\n",
+              "      <th>lie</th>\n",
+              "      <th>explanation</th>\n",
+              "      <th>url</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>Jan. 21</td>\n",
+              "      <td>I wasn't a fan of Iraq. I didn't want to go in...</td>\n",
+              "      <td>He was for an invasion before he was against it.</td>\n",
+              "      <td>https://www.buzzfeed.com/andrewkaczynski/in-20...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>Jan. 21</td>\n",
+              "      <td>A reporter for Time magazine — and I have been...</td>\n",
+              "      <td>Trump was on the cover 11 times and Nixon appe...</td>\n",
+              "      <td>http://nation.time.com/2013/11/06/10-things-yo...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>Jan. 23</td>\n",
+              "      <td>Between 3 million and 5 million illegal votes ...</td>\n",
+              "      <td>There's no evidence of illegal voting.</td>\n",
+              "      <td>https://www.nytimes.com/2017/01/23/us/politics...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>Jan. 25</td>\n",
+              "      <td>Now, the audience was the biggest ever. But th...</td>\n",
+              "      <td>Official aerial photos show Obama's 2009 inaug...</td>\n",
+              "      <td>https://www.nytimes.com/2017/01/21/us/politics...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>Jan. 25</td>\n",
+              "      <td>Take a look at the Pew reports (which show vot...</td>\n",
+              "      <td>The report never mentioned voter fraud.</td>\n",
+              "      <td>https://www.nytimes.com/2017/01/24/us/politics...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>...</th>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>175</th>\n",
+              "      <td>Oct. 25</td>\n",
+              "      <td>We have trade deficits with almost everybody.</td>\n",
+              "      <td>We have trade surpluses with more than 100 cou...</td>\n",
+              "      <td>https://www.bea.gov/newsreleases/international...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>176</th>\n",
+              "      <td>Oct. 27</td>\n",
+              "      <td>Wacky &amp; totally unhinged Tom Steyer, who has b...</td>\n",
+              "      <td>Steyer has financially supported many winning ...</td>\n",
+              "      <td>https://www.opensecrets.org/donor-lookup/resul...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>177</th>\n",
+              "      <td>Nov. 1</td>\n",
+              "      <td>Again, we're the highest-taxed nation, just ab...</td>\n",
+              "      <td>We're not.</td>\n",
+              "      <td>http://www.politifact.com/truth-o-meter/statem...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>178</th>\n",
+              "      <td>Nov. 7</td>\n",
+              "      <td>When you look at the city with the strongest g...</td>\n",
+              "      <td>Several other cities, including New York and L...</td>\n",
+              "      <td>http://www.politifact.com/truth-o-meter/statem...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>179</th>\n",
+              "      <td>Nov. 11</td>\n",
+              "      <td>I'd rather have him  – you know, work with him...</td>\n",
+              "      <td>There is no evidence that Democrats \"set up\" R...</td>\n",
+              "      <td>https://www.nytimes.com/interactive/2017/12/10...</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "<p>180 rows × 4 columns</p>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-8072face-a558-4f7f-b664-b4f3ef1d65ee')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-8072face-a558-4f7f-b664-b4f3ef1d65ee button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-8072face-a558-4f7f-b664-b4f3ef1d65ee');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-e8686183-e6c1-4f37-9168-2eaa2014d8db\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-e8686183-e6c1-4f37-9168-2eaa2014d8db')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-e8686183-e6c1-4f37-9168-2eaa2014d8db button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "lie_df",
+              "summary": "{\n  \"name\": \"lie_df\",\n  \"rows\": 180,\n  \"fields\": [\n    {\n      \"column\": \"date\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 91,\n        \"samples\": [\n          \"April 28\",\n          \"March 7\",\n          \"June 23\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"lie\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 179,\n        \"samples\": [\n          \"I think our side's been proven very strongly. And everybody's talking about it.\",\n          \"It's gotten to a point where it is not even being reported. And in many cases, the very, very dishonest press doesn't want to report it.\",\n          \"Someone should look into who paid for the small organized rallies yesterday. The election is over!\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"explanation\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 140,\n        \"samples\": [\n          \"Many experts predicted that.\",\n          \"China stopped in 2014.\",\n          \"Trump implied there was a terror attack in Sweden, but there was no such attack.\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"url\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 116,\n        \"samples\": [\n          \"https://www.nytimes.com/interactive/2017/10/12/us/politics/trump-border-claim-factcheck.html?_r=0\",\n          \"https://www.nytimes.com/2017/01/24/us/politics/unauthorized-immigrant-voting-trump-lie.html\",\n          \"https://www.nytimes.com/2017/03/23/us/politics/fact-check-trump-misleads-surveillance-wiretapping.html\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 42
+        }
+      ],
+      "source": [
+        "import pandas as pd\n",
+        "lie_df = pd.DataFrame({'date': date_list, 'lie': lie_list, 'explanation': explanation_list, 'url': url_list})\n",
+        "lie_df"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "cD3G0wjEcVdw"
+      },
+      "source": [
+        "Save the output in the file system:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "g4qKJo9scVdw"
+      },
+      "outputs": [],
+      "source": [
+        "lie_df.to_csv('trump_lies.csv')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "---\n",
+        "## Another Example: Scraping Textual Data from IMDB website\n",
+        "\n",
+        "1. We first need to use `requests.get(url)` to connect to the website and name the response as `film_response`"
+      ],
+      "metadata": {
+        "id": "J50MA9rzsbHF"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "from bs4 import BeautifulSoup\n",
+        "from bs4.formatter import HTMLFormatter\n",
+        "import requests\n",
+        "\n",
+        "# open the URL; set timeout to 3 seconds; set a User-Agent that mimics a real browser in your request header.\n",
+        "film_response = requests.get(\"https://www.imdb.com/search/title/?sort=num_votes,desc&start=1&title_type=feature&year=1950,2021\", timeout=3, headers={'User-Agent':'Mozilla/5.0'})"
+      ],
+      "metadata": {
+        "id": "UgdU9dHDsf_g"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        " 2. Next please make a `BeautifulSoup` object with what is held by the `.content` attribute of the response and name it as `bs_films`"
+      ],
+      "metadata": {
+        "id": "VjMKcMzfuCfo"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your code here\n",
+        "bs_films = BeautifulSoup(film_response.content, 'html.parser')"
+      ],
+      "metadata": {
+        "id": "uUblyjR4uETL"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "print(bs_films.prettify())"
+      ],
+      "metadata": {
+        "id": "FoevMY4nuXXN",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "4a13b202-8924-446a-9ba0-65681bded863"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "<!DOCTYPE html>\n",
+            "<html lang=\"en-US\" xmlns:fb=\"http://www.facebook.com/2008/fbml\" xmlns:og=\"http://opengraphprotocol.org/schema/\">\n",
+            " <head>\n",
+            "  <meta charset=\"utf-8\"/>\n",
+            "  <meta content=\"width=device-width\" name=\"viewport\"/>\n",
+            "  <script>\n",
+            "   if(typeof uet === 'function'){ uet('bb', 'LoadTitle', {wb: 1}); }\n",
+            "  </script>\n",
+            "  <script>\n",
+            "   window.addEventListener('load', (event) => {\n",
+            "        if (typeof window.csa !== 'undefined' && typeof window.csa === 'function') {\n",
+            "            var csaLatencyPlugin = window.csa('Content', {\n",
+            "                element: {\n",
+            "                    slotId: 'LoadTitle',\n",
+            "                    type: 'service-call'\n",
+            "                }\n",
+            "            });\n",
+            "            csaLatencyPlugin('mark', 'clickToBodyBegin', 1712566301454);\n",
+            "        }\n",
+            "    })\n",
+            "  </script>\n",
+            "  <title>\n",
+            "   Advanced search\n",
+            "  </title>\n",
+            "  <meta content=\"\" data-id=\"main\" name=\"description\"/>\n",
+            "  <meta content=\"https://www.imdb.com/search/\" property=\"og:url\"/>\n",
+            "  <meta content=\"IMDb\" property=\"og:site_name\"/>\n",
+            "  <meta content=\"Advanced search\" property=\"og:title\"/>\n",
+            "  <meta content=\"\" property=\"og:description\"/>\n",
+            "  <meta content=\"website\" property=\"og:type\"/>\n",
+            "  <meta content=\"https://m.media-amazon.com/images/G/01/imdb/images/social/imdb_logo.png\" property=\"og:image\"/>\n",
+            "  <meta content=\"1000\" property=\"og:image:height\"/>\n",
+            "  <meta content=\"1000\" property=\"og:image:width\"/>\n",
+            "  <meta content=\"en_US\" property=\"og:locale\"/>\n",
+            "  <meta content=\"es_ES\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"es_MX\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"fr_FR\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"fr_CA\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"it_IT\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"pt_BR\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"hi_IN\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"de_DE\" property=\"og:locale:alternate\"/>\n",
+            "  <meta content=\"@IMDb\" property=\"twitter:site\"/>\n",
+            "  <meta content=\"Advanced search\" property=\"twitter:title\"/>\n",
+            "  <meta content=\"\" property=\"twitter:description\"/>\n",
+            "  <meta content=\"summary_large_image\" property=\"twitter:card\"/>\n",
+            "  <meta content=\"https://m.media-amazon.com/images/G/01/imdb/images/social/imdb_logo.png\" property=\"twitter:image\"/>\n",
+            "  <meta content=\"\" property=\"twitter:image:alt\"/>\n",
+            "  <link href=\"https://www.imdb.com/search/\" rel=\"canonical\"/>\n",
+            "  <meta content=\"advsearch\" property=\"imdb:pageType\"/>\n",
+            "  <meta content=\"title\" property=\"imdb:subPageType\"/>\n",
+            "  <script>\n",
+            "   if(typeof uet === 'function'){ uet('be', 'LoadTitle', {wb: 1}); }\n",
+            "  </script>\n",
+            "  <script>\n",
+            "   window.addEventListener('load', (event) => {\n",
+            "        if (typeof window.csa !== 'undefined' && typeof window.csa === 'function') {\n",
+            "            var csaLatencyPlugin = window.csa('Content', {\n",
+            "                element: {\n",
+            "                    slotId: 'LoadTitle',\n",
+            "                    type: 'service-call'\n",
+            "                }\n",
+            "            });\n",
+            "            csaLatencyPlugin('mark', 'clickToBodyEnd', 1712566301454);\n",
+            "        }\n",
+            "    })\n",
+            "  </script>\n",
+            "  <script>\n",
+            "   if(typeof uex === 'function'){ uex('ld', 'LoadTitle', {wb: 1}); }\n",
+            "  </script>\n",
+            "  <script>\n",
+            "   window.addEventListener('load', (event) => {\n",
+            "        if (typeof window.csa !== 'undefined' && typeof window.csa === 'function') {\n",
+            "            var csaLatencyPlugin = window.csa('Content', {\n",
+            "                element: {\n",
+            "                    slotId: 'LoadTitle',\n",
+            "                    type: 'service-call'\n",
+            "                }\n",
+            "            });\n",
+            "            csaLatencyPlugin('mark', 'clickToLoaded', 1712566301454);\n",
+            "        }\n",
+            "    })\n",
+            "  </script>\n",
+            "  <meta content=\"36\" name=\"next-head-count\"/>\n",
+            "  <script>\n",
+            "   var ue_t0=ue_t0||+new Date();\n",
+            "\n",
+            "window.ue_ihb = (window.ue_ihb || window.ueinit || 0) + 1;\n",
+            "if (window.ue_ihb === 1) {\n",
+            "\n",
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+            "data-styled.g441[id=\"sc-iJCSeZ\"]{content:\"ePkMFd,\"}/*!sc*/\n",
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+            "data-styled.g447[id=\"sc-jJMFAr\"]{content:\"jpSRWb,\"}/*!sc*/\n",
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+            "     <label aria-disabled=\"false\" aria-label=\"Open Navigation Drawer\" class=\"ipc-responsive-button ipc-btn--theme-baseAlt ipc-responsive-button--transition-l ipc-btn--on-textPrimary ipc-responsive-button--single-padding sc-oefmM dfECtA hamburger__icon\" for=\"imdbHeader-navDrawer\" id=\"imdbHeader-navDrawerOpen\" role=\"button\" tabindex=\"0\">\n",
+            "      <svg class=\"ipc-icon ipc-icon--menu ipc-responsive-button__icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
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+            "      <span class=\"ipc-responsive-button__text\">\n",
+            "       Menu\n",
+            "      </span>\n",
+            "     </label>\n",
+            "     <input aria-hidden=\"true\" class=\"drawer__state\" hidden=\"\" id=\"imdbHeader-navDrawer\" name=\"imdbHeader-navDrawer\" type=\"checkbox\"/>\n",
+            "     <aside class=\"sc-carGes bVsgci drawer hamburger__drawer imdb-header__nav-drawer\" data-testid=\"drawer\" role=\"presentation\">\n",
+            "      <div aria-hidden=\"true\" class=\"drawer__panel\" data-testid=\"panel\" role=\"presentation\">\n",
+            "       <div class=\"drawer__panelHeader\" data-testid=\"panel-header\" role=\"presentation\">\n",
+            "        <a href=\"/?ref_=nv_home\">\n",
+            "         <svg class=\"ipc-logo drawer-logo\" height=\"56\" version=\"1.1\" viewbox=\"0 0 64 32\" width=\"98\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "           </path>\n",
+            "          </g>\n",
+            "         </svg>\n",
+            "        </a>\n",
+            "        <label aria-disabled=\"false\" aria-label=\"Close Navigation Drawer\" class=\"ipc-icon-button drawer__panelHeaderClose ipc-icon-button--baseAlt ipc-icon-button--onBase\" for=\"imdbHeader-navDrawer\" role=\"button\" tabindex=\"0\" title=\"Close Navigation Drawer\">\n",
+            "         <svg class=\"ipc-icon ipc-icon--clear\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "         </svg>\n",
+            "        </label>\n",
+            "       </div>\n",
+            "       <div class=\"drawer__panelContent\" data-testid=\"panel-content\" role=\"presentation\">\n",
+            "        <div class=\"sc-iNiRlI dgDhwo navlcl\" role=\"presentation\">\n",
+            "         <div class=\"sc-hTRlLo iqqfIu navlinkcat\" data-testid=\"nav-link-category\" role=\"presentation\">\n",
+            "          <input aria-hidden=\"true\" class=\"navlinkcat__state\" data-category-id=\"mov\" hidden=\"\" id=\"nav-link-categories-mov\" name=\"nav-categories-list\" tabindex=\"-1\" type=\"radio\"/>\n",
+            "          <span class=\"navlinkcat__targetWrapper\">\n",
+            "           <label aria-label=\"Expand Movies Nav Links\" class=\"navlinkcat__item\" data-testid=\"category-expando\" for=\"nav-link-categories-mov\" role=\"button\" tabindex=\"0\">\n",
+            "            <span class=\"navlinkcat__itemIcon\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--movie\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M18 4v1h-2V4c0-.55-.45-1-1-1H9c-.55 0-1 .45-1 1v1H6V4c0-.55-.45-1-1-1s-1 .45-1 1v16c0 .55.45 1 1 1s1-.45 1-1v-1h2v1c0 .55.45 1 1 1h6c.55 0 1-.45 1-1v-1h2v1c0 .55.45 1 1 1s1-.45 1-1V4c0-.55-.45-1-1-1s-1 .45-1 1zM8 17H6v-2h2v2zm0-4H6v-2h2v2zm0-4H6V7h2v2zm10 8h-2v-2h2v2zm0-4h-2v-2h2v2zm0-4h-2V7h2v2z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"navlinkcat__itemTitle\">\n",
+            "             Movies\n",
+            "            </span>\n",
+            "            <span class=\"navlinkcat__itemChevron\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "           </label>\n",
+            "           <div aria-expanded=\"false\" aria-hidden=\"true\" class=\"navlinkcat__listContainer\" data-testid=\"list-container\">\n",
+            "            <div class=\"navlinkcat__listContainerInner\" role=\"presentation\">\n",
+            "             <ul aria-orientation=\"vertical\" class=\"ipc-list navlinkcat__list ipc-list--baseAlt\" role=\"menu\">\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"https://www.imdb.com/calendar/?ref_=nv_mv_cal\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Release Calendar\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/chart/top/?ref_=nv_mv_250\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Top 250 Movies\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/chart/moviemeter/?ref_=nv_mv_mpm\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Most Popular Movies\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/feature/genre/?ref_=nv_ch_gr\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Browse Movies by Genre\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/chart/boxoffice/?ref_=nv_ch_cht\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Top Box Office\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/showtimes/?ref_=nv_mv_sh\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Showtimes &amp; Tickets\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/news/movie/?ref_=nv_nw_mv\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Movie News\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/india/toprated/?ref_=nv_mv_in\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                India Movie Spotlight\n",
+            "               </span>\n",
+            "              </a>\n",
+            "             </ul>\n",
+            "            </div>\n",
+            "           </div>\n",
+            "          </span>\n",
+            "         </div>\n",
+            "         <div class=\"sc-jgPygj jUWvRh\" data-testid=\"grouped-link-category\">\n",
+            "          <div class=\"sc-hTRlLo iqqfIu navlinkcat sc-laZMRZ kdfTQp\" data-testid=\"nav-link-category\" role=\"presentation\">\n",
+            "           <input aria-hidden=\"true\" class=\"navlinkcat__state\" data-category-id=\"tvshows\" hidden=\"\" id=\"nav-link-categories-tvshows\" name=\"nav-categories-list\" tabindex=\"-1\" type=\"radio\"/>\n",
+            "           <span class=\"navlinkcat__targetWrapper\">\n",
+            "            <label aria-label=\"Expand TV Shows Nav Links\" class=\"navlinkcat__item\" data-testid=\"category-expando\" for=\"nav-link-categories-tvshows\" role=\"button\" tabindex=\"0\">\n",
+            "             <span class=\"navlinkcat__itemIcon\">\n",
+            "              <svg class=\"ipc-icon ipc-icon--television\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "               <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "               </path>\n",
+            "               <path d=\"M21 3H3c-1.1 0-2 .9-2 2v12c0 1.1.9 2 2 2h5v1c0 .55.45 1 1 1h6c.55 0 1-.45 1-1v-1h5c1.1 0 1.99-.9 1.99-2L23 5a2 2 0 0 0-2-2zm-1 14H4c-.55 0-1-.45-1-1V6c0-.55.45-1 1-1h16c.55 0 1 .45 1 1v10c0 .55-.45 1-1 1z\">\n",
+            "               </path>\n",
+            "              </svg>\n",
+            "             </span>\n",
+            "             <span class=\"navlinkcat__itemTitle\">\n",
+            "              TV Shows\n",
+            "             </span>\n",
+            "             <span class=\"navlinkcat__itemChevron\">\n",
+            "              <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "               <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "               </path>\n",
+            "               <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "               </path>\n",
+            "              </svg>\n",
+            "             </span>\n",
+            "            </label>\n",
+            "            <div aria-expanded=\"false\" aria-hidden=\"true\" class=\"navlinkcat__listContainer\" data-testid=\"list-container\">\n",
+            "             <div class=\"navlinkcat__listContainerInner\" role=\"presentation\">\n",
+            "              <ul aria-orientation=\"vertical\" class=\"ipc-list navlinkcat__list ipc-list--baseAlt\" role=\"menu\">\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/whats-on-tv/?ref_=nv_tv_ontv\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 What's on TV &amp; Streaming\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/chart/toptv/?ref_=nv_tvv_250\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 Top 250 TV Shows\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/chart/tvmeter/?ref_=nv_tvv_mptv\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 Most Popular TV Shows\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/feature/genre/\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 Browse TV Shows by Genre\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/news/tv/?ref_=nv_nw_tv\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 TV News\n",
+            "                </span>\n",
+            "               </a>\n",
+            "              </ul>\n",
+            "             </div>\n",
+            "            </div>\n",
+            "           </span>\n",
+            "          </div>\n",
+            "          <div class=\"sc-hTRlLo iqqfIu navlinkcat sc-laZMRZ kdfTQp\" data-testid=\"nav-link-category\" role=\"presentation\">\n",
+            "           <input aria-hidden=\"true\" class=\"navlinkcat__state\" data-category-id=\"video\" hidden=\"\" id=\"nav-link-categories-video\" name=\"nav-categories-list\" tabindex=\"-1\" type=\"radio\"/>\n",
+            "           <span class=\"navlinkcat__targetWrapper\">\n",
+            "            <label aria-label=\"Expand Watch Nav Links\" class=\"navlinkcat__item\" data-testid=\"category-expando\" for=\"nav-link-categories-video\" role=\"button\" tabindex=\"0\">\n",
+            "             <span class=\"navlinkcat__itemIcon\">\n",
+            "              <svg class=\"ipc-icon ipc-icon--video-library\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "               <path d=\"M3 6c-.55 0-1 .45-1 1v13c0 1.1.9 2 2 2h13c.55 0 1-.45 1-1s-.45-1-1-1H5c-.55 0-1-.45-1-1V7c0-.55-.45-1-1-1zm17-4H8c-1.1 0-2 .9-2 2v12c0 1.1.9 2 2 2h12c1.1 0 2-.9 2-2V4c0-1.1-.9-2-2-2zm-8 12.5v-9l5.47 4.1c.27.2.27.6 0 .8L12 14.5z\">\n",
+            "               </path>\n",
+            "              </svg>\n",
+            "             </span>\n",
+            "             <span class=\"navlinkcat__itemTitle\">\n",
+            "              Watch\n",
+            "             </span>\n",
+            "             <span class=\"navlinkcat__itemChevron\">\n",
+            "              <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "               <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "               </path>\n",
+            "               <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "               </path>\n",
+            "              </svg>\n",
+            "             </span>\n",
+            "            </label>\n",
+            "            <div aria-expanded=\"false\" aria-hidden=\"true\" class=\"navlinkcat__listContainer\" data-testid=\"list-container\">\n",
+            "             <div class=\"navlinkcat__listContainerInner\" role=\"presentation\">\n",
+            "              <ul aria-orientation=\"vertical\" class=\"ipc-list navlinkcat__list ipc-list--baseAlt\" role=\"menu\">\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/what-to-watch/?ref_=nv_watch\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 What to Watch\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/trailers/?ref_=nv_mv_tr\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 Latest Trailers\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/originals/?ref_=nv_sf_ori\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 IMDb Originals\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/imdbpicks/?ref_=nv_pi\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 IMDb Picks\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/spotlight/?ref_=nv_vi_csegspot\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 IMDb Spotlight\n",
+            "                </span>\n",
+            "               </a>\n",
+            "               <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/search/title/?title_type=podcastSeries&amp;ref_=nv_pod\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "                <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                 IMDb Podcasts\n",
+            "                </span>\n",
+            "               </a>\n",
+            "              </ul>\n",
+            "             </div>\n",
+            "            </div>\n",
+            "           </span>\n",
+            "          </div>\n",
+            "         </div>\n",
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+            "          <span class=\"navlinkcat__targetWrapper\">\n",
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+            "            <span class=\"navlinkcat__itemIcon\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--star-circle-filled\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
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+            "             <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "           <div aria-expanded=\"false\" aria-hidden=\"true\" class=\"navlinkcat__listContainer\" data-testid=\"list-container\">\n",
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+            "             <ul aria-orientation=\"vertical\" class=\"ipc-list navlinkcat__list ipc-list--baseAlt\" role=\"menu\">\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/oscars/?ref_=nv_ev_csegosc\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
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+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                SXSW Film Festival\n",
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+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/spotlight/?ref_=nv_ev_csegcann\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Cannes Film Festival\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/starmeterawards/?ref_=nv_ev_sma\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                STARmeter Awards\n",
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+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/awards-central/?ref_=nv_ev_csegawds\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Awards Central\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/festival-central/?ref_=nv_ev_csegfest\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Festival Central\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/event/all/?ref_=nv_ev_all\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                All Events\n",
+            "               </span>\n",
+            "              </a>\n",
+            "             </ul>\n",
+            "            </div>\n",
+            "           </div>\n",
+            "          </span>\n",
+            "         </div>\n",
+            "         <div class=\"sc-hTRlLo iqqfIu navlinkcat noMarginItem\" data-testid=\"nav-link-category\" role=\"presentation\">\n",
+            "          <input aria-hidden=\"true\" class=\"navlinkcat__state\" data-category-id=\"celebs\" hidden=\"\" id=\"nav-link-categories-celebs\" name=\"nav-categories-list\" tabindex=\"-1\" type=\"radio\"/>\n",
+            "          <span class=\"navlinkcat__targetWrapper\">\n",
+            "           <label aria-label=\"Expand Celebs Nav Links\" class=\"navlinkcat__item\" data-testid=\"category-expando\" for=\"nav-link-categories-celebs\" role=\"button\" tabindex=\"0\">\n",
+            "            <span class=\"navlinkcat__itemIcon\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--people\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M16 11c1.66 0 2.99-1.34 2.99-3S17.66 5 16 5s-3 1.34-3 3 1.34 3 3 3zm-8 0c1.66 0 2.99-1.34 2.99-3S9.66 5 8 5 5 6.34 5 8s1.34 3 3 3zm0 2c-2.33 0-7 1.17-7 3.5V18c0 .55.45 1 1 1h12c.55 0 1-.45 1-1v-1.5c0-2.33-4.67-3.5-7-3.5zm8 0c-.29 0-.62.02-.97.05.02.01.03.03.04.04 1.14.83 1.93 1.94 1.93 3.41V18c0 .35-.07.69-.18 1H22c.55 0 1-.45 1-1v-1.5c0-2.33-4.67-3.5-7-3.5z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"navlinkcat__itemTitle\">\n",
+            "             Celebs\n",
+            "            </span>\n",
+            "            <span class=\"navlinkcat__itemChevron\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "           </label>\n",
+            "           <div aria-expanded=\"false\" aria-hidden=\"true\" class=\"navlinkcat__listContainer\" data-testid=\"list-container\">\n",
+            "            <div class=\"navlinkcat__listContainerInner\" role=\"presentation\">\n",
+            "             <ul aria-orientation=\"vertical\" class=\"ipc-list navlinkcat__list ipc-list--baseAlt\" role=\"menu\">\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/feature/bornondate/?ref_=nv_cel_brn\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Born Today\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/chart/starmeter/?ref_=nv_cel_m\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Most Popular Celebs\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/news/celebrity/?ref_=nv_cel_nw\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Celebrity News\n",
+            "               </span>\n",
+            "              </a>\n",
+            "             </ul>\n",
+            "            </div>\n",
+            "           </div>\n",
+            "          </span>\n",
+            "         </div>\n",
+            "         <div class=\"sc-gSYCzS Xbzge\" data-testid=\"nav-link-category\">\n",
+            "         </div>\n",
+            "         <div class=\"sc-hTRlLo iqqfIu navlinkcat noMarginItem\" data-testid=\"nav-link-category\" role=\"presentation\">\n",
+            "          <input aria-hidden=\"true\" class=\"navlinkcat__state\" data-category-id=\"comm\" hidden=\"\" id=\"nav-link-categories-comm\" name=\"nav-categories-list\" tabindex=\"-1\" type=\"radio\"/>\n",
+            "          <span class=\"navlinkcat__targetWrapper\">\n",
+            "           <label aria-label=\"Expand Community Nav Links\" class=\"navlinkcat__item\" data-testid=\"category-expando\" for=\"nav-link-categories-comm\" role=\"button\" tabindex=\"0\">\n",
+            "            <span class=\"navlinkcat__itemIcon\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--earth\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm-1 17.93c-3.95-.49-7-3.85-7-7.93 0-.62.08-1.21.21-1.79L9 15v1c0 1.1.9 2 2 2v1.93zm6.9-2.54c-.26-.81-1-1.39-1.9-1.39h-1v-3c0-.55-.45-1-1-1H8v-2h2c.55 0 1-.45 1-1V7h2c1.1 0 2-.9 2-2v-.41c2.93 1.19 5 4.06 5 7.41 0 2.08-.8 3.97-2.1 5.39z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"navlinkcat__itemTitle\">\n",
+            "             Community\n",
+            "            </span>\n",
+            "            <span class=\"navlinkcat__itemChevron\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
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+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "           </label>\n",
+            "           <div aria-expanded=\"false\" aria-hidden=\"true\" class=\"navlinkcat__listContainer\" data-testid=\"list-container\">\n",
+            "            <div class=\"navlinkcat__listContainerInner\" role=\"presentation\">\n",
+            "             <ul aria-orientation=\"vertical\" class=\"ipc-list navlinkcat__list ipc-list--baseAlt\" role=\"menu\">\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"https://help.imdb.com/imdb?ref_=cons_nb_hlp\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Help Center\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"https://contribute.imdb.com/czone?ref_=nv_cm_cz\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Contributor Zone\n",
+            "               </span>\n",
+            "              </a>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe ipc-list__item--indent-one\" href=\"/poll/?ref_=nv_cm_pl\" role=\"menuitem\" tabindex=\"-1\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                Polls\n",
+            "               </span>\n",
+            "              </a>\n",
+            "             </ul>\n",
+            "            </div>\n",
+            "           </div>\n",
+            "          </span>\n",
+            "         </div>\n",
+            "         <a aria-disabled=\"false\" aria-label=\"Go To IMDb Pro\" class=\"ipc-list__item nav-link sc-ArjuK kptFhe navlcl__proLink\" href=\"https://pro.imdb.com?ref_=cons_nb_hm&amp;rf=cons_nb_hm\" role=\"menuitem\" tabindex=\"0\" target=\"_blank\">\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           <div class=\"sc-jffGBO kBqBHy navlcl__logoNavLink\">\n",
+            "            <svg class=\"ipc-logo\" height=\"14\" version=\"1.1\" viewbox=\"0 0 52 14\" width=\"52\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "           </div>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__icon ipc-list-item__icon--post\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--launch\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M16 16.667H8A.669.669 0 0 1 7.333 16V8c0-.367.3-.667.667-.667h3.333c.367 0 .667-.3.667-.666C12 6.3 11.7 6 11.333 6h-4C6.593 6 6 6.6 6 7.333v9.334C6 17.4 6.6 18 7.333 18h9.334C17.4 18 18 17.4 18 16.667v-4c0-.367-.3-.667-.667-.667-.366 0-.666.3-.666.667V16c0 .367-.3.667-.667.667zm-2.667-10c0 .366.3.666.667.666h1.727L9.64 13.42a.664.664 0 1 0 .94.94l6.087-6.087V10c0 .367.3.667.666.667.367 0 .667-.3.667-.667V6h-4c-.367 0-.667.3-.667.667z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "         </a>\n",
+            "         <label aria-disabled=\"false\" aria-label=\"language-select\" class=\"ipc-btn ipc-btn--full-width ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-baseAlt ipc-btn--theme-baseAlt ipc-btn--on-accent2 ipc-text-button sc-khIhrF gbbzzI navlcl__languageLink navlsl\" for=\"imdbHeader-navLanguageSelectorDrawer\" role=\"button\" tabindex=\"0\">\n",
+            "          <span class=\"ipc-btn__text\">\n",
+            "           <li aria-disabled=\"false\" class=\"ipc-list__item navlsl__item\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             <div class=\"navlsl__itemTitle navlsl_icon\">\n",
+            "              Language\n",
+            "             </div>\n",
+            "             <div class=\"navlsl__itemContent\">\n",
+            "              English (United States)\n",
+            "             </div>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__icon ipc-list-item__icon--post\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--arrow-drop-down navlsl_icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M8.71 11.71l2.59 2.59c.39.39 1.02.39 1.41 0l2.59-2.59c.63-.63.18-1.71-.71-1.71H9.41c-.89 0-1.33 1.08-.7 1.71z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "           </li>\n",
+            "          </span>\n",
+            "         </label>\n",
+            "        </div>\n",
+            "       </div>\n",
+            "      </div>\n",
+            "      <label aria-hidden=\"true\" aria-label=\"Close Navigation Drawer\" class=\"drawer__backdrop\" data-testid=\"backdrop\" for=\"imdbHeader-navDrawer\" role=\"button\" tabindex=\"0\">\n",
+            "      </label>\n",
+            "     </aside>\n",
+            "     <input aria-hidden=\"true\" class=\"drawer__state\" hidden=\"\" id=\"imdbHeader-navLanguageSelectorDrawer\" name=\"imdbHeader-navLanguageSelectorDrawer\" type=\"checkbox\"/>\n",
+            "     <aside class=\"sc-carGes bVsgci drawer sc-hhIjBB eVKbc hamburger__language_drawer imdb-header__nav-drawer\" data-testid=\"drawer\" role=\"presentation\">\n",
+            "      <div aria-hidden=\"true\" class=\"drawer__panel\" data-testid=\"panel\" role=\"presentation\">\n",
+            "       <div class=\"drawer__panelHeader\" data-testid=\"panel-header\" role=\"presentation\">\n",
+            "        <a href=\"/?ref_=nv_home\">\n",
+            "         <svg class=\"ipc-logo drawer-logo\" height=\"56\" version=\"1.1\" viewbox=\"0 0 64 32\" width=\"98\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "          <g fill=\"#F5C518\">\n",
+            "           <rect height=\"100%\" rx=\"4\" width=\"100%\" x=\"0\" y=\"0\">\n",
+            "           </rect>\n",
+            "          </g>\n",
+            "          <g fill=\"#000000\" fill-rule=\"nonzero\" transform=\"translate(8.000000, 7.000000)\">\n",
+            "           <polygon points=\"0 18 5 18 5 0 0 0\">\n",
+            "           </polygon>\n",
+            "           <path d=\"M15.6725178,0 L14.5534833,8.40846934 L13.8582008,3.83502426 C13.65661,2.37009263 13.4632474,1.09175121 13.278113,0 L7,0 L7,18 L11.2416347,18 L11.2580911,6.11380679 L13.0436094,18 L16.0633571,18 L17.7583653,5.8517865 L17.7707076,18 L22,18 L22,0 L15.6725178,0 Z\">\n",
+            "           </path>\n",
+            "           <path d=\"M24,18 L24,0 L31.8045586,0 C33.5693522,0 35,1.41994415 35,3.17660424 L35,14.8233958 C35,16.5777858 33.5716617,18 31.8045586,18 L24,18 Z M29.8322479,3.2395236 C29.6339219,3.13233348 29.2545158,3.08072342 28.7026524,3.08072342 L28.7026524,14.8914865 C29.4312846,14.8914865 29.8796736,14.7604764 30.0478195,14.4865461 C30.2159654,14.2165858 30.3021941,13.486105 30.3021941,12.2871637 L30.3021941,5.3078959 C30.3021941,4.49404499 30.272014,3.97397442 30.2159654,3.74371416 C30.1599168,3.5134539 30.0348852,3.34671372 29.8322479,3.2395236 Z\">\n",
+            "           </path>\n",
+            "           <path d=\"M44.4299079,4.50685823 L44.749518,4.50685823 C46.5447098,4.50685823 48,5.91267586 48,7.64486762 L48,14.8619906 C48,16.5950653 46.5451816,18 44.749518,18 L44.4299079,18 C43.3314617,18 42.3602746,17.4736618 41.7718697,16.6682739 L41.4838962,17.7687785 L37,17.7687785 L37,0 L41.7843263,0 L41.7843263,5.78053556 C42.4024982,5.01015739 43.3551514,4.50685823 44.4299079,4.50685823 Z M43.4055679,13.2842155 L43.4055679,9.01907814 C43.4055679,8.31433946 43.3603268,7.85185468 43.2660746,7.63896485 C43.1718224,7.42607505 42.7955881,7.2893916 42.5316822,7.2893916 C42.267776,7.2893916 41.8607934,7.40047379 41.7816216,7.58767002 L41.7816216,9.01907814 L41.7816216,13.4207851 L41.7816216,14.8074788 C41.8721037,15.0130276 42.2602358,15.1274059 42.5316822,15.1274059 C42.8031285,15.1274059 43.1982131,15.0166981 43.281155,14.8074788 C43.3640968,14.5982595 43.4055679,14.0880581 43.4055679,13.2842155 Z\">\n",
+            "           </path>\n",
+            "          </g>\n",
+            "         </svg>\n",
+            "        </a>\n",
+            "        <label aria-disabled=\"false\" aria-label=\"Close Navigation Drawer\" class=\"ipc-icon-button drawer__panelHeaderClose ipc-icon-button--baseAlt ipc-icon-button--onBase\" for=\"imdbHeader-navLanguageSelectorDrawer\" role=\"button\" tabindex=\"0\" title=\"Close Navigation Drawer\">\n",
+            "         <svg class=\"ipc-icon ipc-icon--clear\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "          <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "          </path>\n",
+            "          <path d=\"M18.3 5.71a.996.996 0 0 0-1.41 0L12 10.59 7.11 5.7A.996.996 0 1 0 5.7 7.11L10.59 12 5.7 16.89a.996.996 0 1 0 1.41 1.41L12 13.41l4.89 4.89a.996.996 0 1 0 1.41-1.41L13.41 12l4.89-4.89c.38-.38.38-1.02 0-1.4z\">\n",
+            "          </path>\n",
+            "         </svg>\n",
+            "        </label>\n",
+            "       </div>\n",
+            "       <div class=\"drawer__panelContent\" data-testid=\"panel-content\" role=\"presentation\">\n",
+            "        <ul aria-orientation=\"vertical\" class=\"ipc-list ipc-list--baseAlt\" role=\"menu\">\n",
+            "         <li aria-disabled=\"false\" class=\"ipc-list__item sc-eirqia cUMAop disabled\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Language\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "         </li>\n",
+            "        </ul>\n",
+            "        <ul aria-orientation=\"vertical\" class=\"ipc-list nav-fully-supported-languages ipc-list--baseAlt\" role=\"menu\">\n",
+            "         <li aria-disabled=\"false\" class=\"ipc-list__item sc-bBjSGg elUDmu disabled\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Fully supported\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"English (United States)\" class=\"ipc-list__item sc-iTVKth cuckft language-option selected\" id=\"language-option-en-US\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-checked language-menu-item-icon selected-language-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "            <circle cx=\"12\" cy=\"12\" r=\"5\">\n",
+            "            </circle>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           English (United States)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "         </li>\n",
+            "        </ul>\n",
+            "        <ul aria-orientation=\"vertical\" class=\"ipc-list nav-partially-supported-languages ipc-list--baseAlt\" role=\"menu\">\n",
+            "         <a aria-disabled=\"false\" aria-label=\"Learn more about partially supported languages.\" class=\"ipc-list__item sc-bBjSGg elUDmu\" href=\"https://help.imdb.com/article/issues/G6TCMBKAAR5G95EN?ref_=loc_nav_sel_hlp\" role=\"menuitem\" tabindex=\"0\" target=\"_blank\">\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Partially supported\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__icon ipc-list-item__icon--post\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--help-outline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8zm-1-4h2v2h-2zm1.61-9.96c-2.06-.3-3.88.97-4.43 2.79-.18.58.26 1.17.87 1.17h.2c.41 0 .74-.29.88-.67.32-.89 1.27-1.5 2.3-1.28.95.2 1.65 1.13 1.57 2.1-.1 1.34-1.62 1.63-2.45 2.88 0 .01-.01.01-.01.02-.01.02-.02.03-.03.05-.09.15-.18.32-.25.5-.01.03-.03.05-.04.08-.01.02-.01.04-.02.07-.12.34-.2.75-.2 1.25h2c0-.42.11-.77.28-1.07.02-.03.03-.06.05-.09.08-.14.18-.27.28-.39.01-.01.02-.03.03-.04.1-.12.21-.23.33-.34.96-.91 2.26-1.65 1.99-3.56-.24-1.74-1.61-3.21-3.35-3.47z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "         </a>\n",
+            "         <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"Français (Canada)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-fr-CA\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Français (Canada)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"Français (France)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-fr-FR\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Français (France)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"Deutsch (Deutschland)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-de-DE\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Deutsch (Deutschland)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"हिंदी (भारत)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-hi-IN\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           हिंदी (भारत)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"Italiano (Italia)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-it-IT\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Italiano (Italia)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"Português (Brasil)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-pt-BR\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Português (Brasil)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"Español (España)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-es-ES\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Español (España)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "         <li aria-disabled=\"false\" aria-label=\"Español (México)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-es-MX\" role=\"menuitem\" tabindex=\"0\">\n",
+            "          <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "           <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "            </path>\n",
+            "            <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "            </path>\n",
+            "           </svg>\n",
+            "          </span>\n",
+            "          <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "           Español (México)\n",
+            "          </span>\n",
+            "         </li>\n",
+            "        </ul>\n",
+            "       </div>\n",
+            "      </div>\n",
+            "      <label aria-hidden=\"true\" aria-label=\"Close Navigation Drawer\" class=\"drawer__backdrop\" data-testid=\"backdrop\" for=\"imdbHeader-navLanguageSelectorDrawer\" role=\"button\" tabindex=\"0\">\n",
+            "      </label>\n",
+            "     </aside>\n",
+            "     <a aria-label=\"Home\" class=\"sc-lmgPJu gMuFUZ imdb-header__logo-link\" href=\"/?ref_=nv_home\" id=\"home_img_holder\">\n",
+            "      <svg class=\"ipc-logo\" height=\"32\" id=\"home_img\" version=\"1.1\" viewbox=\"0 0 64 32\" width=\"64\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "       <g fill=\"#F5C518\">\n",
+            "        <rect height=\"100%\" rx=\"4\" width=\"100%\" x=\"0\" y=\"0\">\n",
+            "        </rect>\n",
+            "       </g>\n",
+            "       <g fill=\"#000000\" fill-rule=\"nonzero\" transform=\"translate(8.000000, 7.000000)\">\n",
+            "        <polygon points=\"0 18 5 18 5 0 0 0\">\n",
+            "        </polygon>\n",
+            "        <path d=\"M15.6725178,0 L14.5534833,8.40846934 L13.8582008,3.83502426 C13.65661,2.37009263 13.4632474,1.09175121 13.278113,0 L7,0 L7,18 L11.2416347,18 L11.2580911,6.11380679 L13.0436094,18 L16.0633571,18 L17.7583653,5.8517865 L17.7707076,18 L22,18 L22,0 L15.6725178,0 Z\">\n",
+            "        </path>\n",
+            "        <path d=\"M24,18 L24,0 L31.8045586,0 C33.5693522,0 35,1.41994415 35,3.17660424 L35,14.8233958 C35,16.5777858 33.5716617,18 31.8045586,18 L24,18 Z M29.8322479,3.2395236 C29.6339219,3.13233348 29.2545158,3.08072342 28.7026524,3.08072342 L28.7026524,14.8914865 C29.4312846,14.8914865 29.8796736,14.7604764 30.0478195,14.4865461 C30.2159654,14.2165858 30.3021941,13.486105 30.3021941,12.2871637 L30.3021941,5.3078959 C30.3021941,4.49404499 30.272014,3.97397442 30.2159654,3.74371416 C30.1599168,3.5134539 30.0348852,3.34671372 29.8322479,3.2395236 Z\">\n",
+            "        </path>\n",
+            "        <path d=\"M44.4299079,4.50685823 L44.749518,4.50685823 C46.5447098,4.50685823 48,5.91267586 48,7.64486762 L48,14.8619906 C48,16.5950653 46.5451816,18 44.749518,18 L44.4299079,18 C43.3314617,18 42.3602746,17.4736618 41.7718697,16.6682739 L41.4838962,17.7687785 L37,17.7687785 L37,0 L41.7843263,0 L41.7843263,5.78053556 C42.4024982,5.01015739 43.3551514,4.50685823 44.4299079,4.50685823 Z M43.4055679,13.2842155 L43.4055679,9.01907814 C43.4055679,8.31433946 43.3603268,7.85185468 43.2660746,7.63896485 C43.1718224,7.42607505 42.7955881,7.2893916 42.5316822,7.2893916 C42.267776,7.2893916 41.8607934,7.40047379 41.7816216,7.58767002 L41.7816216,9.01907814 L41.7816216,13.4207851 L41.7816216,14.8074788 C41.8721037,15.0130276 42.2602358,15.1274059 42.5316822,15.1274059 C42.8031285,15.1274059 43.1982131,15.0166981 43.281155,14.8074788 C43.3640968,14.5982595 43.4055679,14.0880581 43.4055679,13.2842155 Z\">\n",
+            "        </path>\n",
+            "       </g>\n",
+            "      </svg>\n",
+            "     </a>\n",
+            "     <input aria-hidden=\"true\" class=\"sc-jcwoBj fpLKRC imdb-header-search__state sbar__mobileSearchStateToggle\" hidden=\"\" id=\"navSearch-searchState\" name=\"navSearch-searchState\" type=\"checkbox\"/>\n",
+            "     <div class=\"nav-search__search-container sbar sc-cBornZ sc-bTDNwL jnHVdh fykRks\" id=\"suggestion-search-container\">\n",
+            "      <form action=\"/find\" class=\"searchform imdb-header__search-form sc-gXfWyg dqFQmy\" id=\"nav-search-form\" method=\"get\" name=\"nav-search-form\" role=\"search\">\n",
+            "       <div class=\"sc-hiKeQa URNdY\">\n",
+            "        <div class=\"sc-jJMFAr jpSRWb navbar__flyout--breakpoint-m navbar__flyout--positionLeft\">\n",
+            "         <label aria-disabled=\"false\" aria-label=\"All\" class=\"ipc-btn ipc-btn--single-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-base ipc-btn--theme-base ipc-btn--on-textPrimary ipc-text-button navbar__flyout__text-button-after-mobile searchCatSelector__opener searchform__categories nav-search-form__categories\" for=\"navbar-search-category-select\" role=\"button\" tabindex=\"0\">\n",
+            "          <span class=\"ipc-btn__text\">\n",
+            "           All\n",
+            "          </span>\n",
+            "          <svg class=\"ipc-icon ipc-icon--arrow-drop-down ipc-btn__icon ipc-btn__icon--post navbar__flyout__text-button-post-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "           </path>\n",
+            "           <path d=\"M8.71 11.71l2.59 2.59c.39.39 1.02.39 1.41 0l2.59-2.59c.63-.63.18-1.71-.71-1.71H9.41c-.89 0-1.33 1.08-.7 1.71z\">\n",
+            "           </path>\n",
+            "          </svg>\n",
+            "         </label>\n",
+            "         <input aria-hidden=\"true\" class=\"ipc-menu__focused-state\" hidden=\"\" id=\"navbar-search-category-select\" name=\"navbar-search-category-select\" tabindex=\"-1\" type=\"checkbox\"/>\n",
+            "         <div class=\"ipc-menu mdc-menu ipc-menu--not-initialized ipc-menu--on-baseAlt ipc-menu--anchored ipc-menu--with-checkbox ipc-menu--expand-from-top-left navbar__flyout--menu\" data-menu-id=\"navbar-search-category-select\" role=\"presentation\">\n",
+            "          <div class=\"ipc-menu__items mdc-menu__items\" role=\"presentation\">\n",
+            "           <div class=\"navbar__flyout--menu__background\">\n",
+            "            <span id=\"navbar-search-category-select-contents\">\n",
+            "             <ul aria-orientation=\"vertical\" class=\"ipc-list searchCatSelector ipc-list--baseAlt\" role=\"menu\">\n",
+            "              <li aria-disabled=\"false\" class=\"ipc-list__item searchCatSelector__item searchCatSelector__itemSelected\" role=\"menuitem\" tabindex=\"0\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--search searchCatSelector__itemIcon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M15.5 14h-.79l-.28-.27a6.5 6.5 0 0 0 1.48-5.34c-.47-2.78-2.79-5-5.59-5.34a6.505 6.505 0 0 0-7.27 7.27c.34 2.8 2.56 5.12 5.34 5.59a6.5 6.5 0 0 0 5.34-1.48l.27.28v.79l4.25 4.25c.41.41 1.08.41 1.49 0 .41-.41.41-1.08 0-1.49L15.5 14zm-6 0C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "                All\n",
+            "               </span>\n",
+            "              </li>\n",
+            "              <li aria-disabled=\"false\" class=\"ipc-list__item searchCatSelector__item\" role=\"menuitem\" tabindex=\"0\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--movie searchCatSelector__itemIcon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M18 4v1h-2V4c0-.55-.45-1-1-1H9c-.55 0-1 .45-1 1v1H6V4c0-.55-.45-1-1-1s-1 .45-1 1v16c0 .55.45 1 1 1s1-.45 1-1v-1h2v1c0 .55.45 1 1 1h6c.55 0 1-.45 1-1v-1h2v1c0 .55.45 1 1 1s1-.45 1-1V4c0-.55-.45-1-1-1s-1 .45-1 1zM8 17H6v-2h2v2zm0-4H6v-2h2v2zm0-4H6V7h2v2zm10 8h-2v-2h2v2zm0-4h-2v-2h2v2zm0-4h-2V7h2v2z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "                Titles\n",
+            "               </span>\n",
+            "              </li>\n",
+            "              <li aria-disabled=\"false\" class=\"ipc-list__item searchCatSelector__item\" role=\"menuitem\" tabindex=\"0\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--television searchCatSelector__itemIcon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M21 3H3c-1.1 0-2 .9-2 2v12c0 1.1.9 2 2 2h5v1c0 .55.45 1 1 1h6c.55 0 1-.45 1-1v-1h5c1.1 0 1.99-.9 1.99-2L23 5a2 2 0 0 0-2-2zm-1 14H4c-.55 0-1-.45-1-1V6c0-.55.45-1 1-1h16c.55 0 1 .45 1 1v10c0 .55-.45 1-1 1z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "                TV Episodes\n",
+            "               </span>\n",
+            "              </li>\n",
+            "              <li aria-disabled=\"false\" class=\"ipc-list__item searchCatSelector__item\" role=\"menuitem\" tabindex=\"0\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--people searchCatSelector__itemIcon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M16 11c1.66 0 2.99-1.34 2.99-3S17.66 5 16 5s-3 1.34-3 3 1.34 3 3 3zm-8 0c1.66 0 2.99-1.34 2.99-3S9.66 5 8 5 5 6.34 5 8s1.34 3 3 3zm0 2c-2.33 0-7 1.17-7 3.5V18c0 .55.45 1 1 1h12c.55 0 1-.45 1-1v-1.5c0-2.33-4.67-3.5-7-3.5zm8 0c-.29 0-.62.02-.97.05.02.01.03.03.04.04 1.14.83 1.93 1.94 1.93 3.41V18c0 .35-.07.69-.18 1H22c.55 0 1-.45 1-1v-1.5c0-2.33-4.67-3.5-7-3.5z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "                Celebs\n",
+            "               </span>\n",
+            "              </li>\n",
+            "              <li aria-disabled=\"false\" class=\"ipc-list__item searchCatSelector__item\" role=\"menuitem\" tabindex=\"0\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--business searchCatSelector__itemIcon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M12 7V5c0-1.1-.9-2-2-2H4c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V9c0-1.1-.9-2-2-2h-8zM6 19H4v-2h2v2zm0-4H4v-2h2v2zm0-4H4V9h2v2zm0-4H4V5h2v2zm4 12H8v-2h2v2zm0-4H8v-2h2v2zm0-4H8V9h2v2zm0-4H8V5h2v2zm9 12h-7v-2h2v-2h-2v-2h2v-2h-2V9h7c.55 0 1 .45 1 1v8c0 .55-.45 1-1 1zm-1-8h-2v2h2v-2zm0 4h-2v2h2v-2z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "                Companies\n",
+            "               </span>\n",
+            "              </li>\n",
+            "              <li aria-disabled=\"false\" class=\"ipc-list__item searchCatSelector__item\" role=\"menuitem\" tabindex=\"0\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--label searchCatSelector__itemIcon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M17.63 5.84C17.27 5.33 16.67 5 16 5L5 5.01C3.9 5.01 3 5.9 3 7v10c0 1.1.9 1.99 2 1.99L16 19c.67 0 1.27-.33 1.63-.84l3.96-5.58a.99.99 0 0 0 0-1.16l-3.96-5.58z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "                Keywords\n",
+            "               </span>\n",
+            "              </li>\n",
+            "              <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "              </li>\n",
+            "              <a aria-disabled=\"false\" class=\"ipc-list__item searchCatSelector__item\" href=\"https://www.imdb.com/search/?ref_=nv_sr_menu_adv\" role=\"menuitem\" tabindex=\"0\">\n",
+            "               <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--find-in-page searchCatSelector__itemIcon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M20 19.59V8.83c0-.53-.21-1.04-.59-1.41l-4.83-4.83c-.37-.38-.88-.59-1.41-.59H6c-1.1 0-1.99.9-1.99 2L4 20c0 1.1.89 2 1.99 2H18c.45 0 .85-.15 1.19-.4l-4.43-4.43c-.86.56-1.89.88-3 .82-2.37-.11-4.4-1.96-4.72-4.31a5.013 5.013 0 0 1 5.83-5.61c1.95.33 3.57 1.85 4 3.78.33 1.46.01 2.82-.7 3.9L20 19.59zM9 13c0 1.66 1.34 3 3 3s3-1.34 3-3-1.34-3-3-3-3 1.34-3 3z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "                Advanced Search\n",
+            "               </span>\n",
+            "               <span class=\"ipc-list-item__icon ipc-list-item__icon--post\" role=\"presentation\">\n",
+            "                <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                 <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                 </path>\n",
+            "                 <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                 </path>\n",
+            "                </svg>\n",
+            "               </span>\n",
+            "              </a>\n",
+            "             </ul>\n",
+            "            </span>\n",
+            "           </div>\n",
+            "          </div>\n",
+            "         </div>\n",
+            "        </div>\n",
+            "       </div>\n",
+            "       <div class=\"sc-iklJRA bAmcol searchform__inputContainer\">\n",
+            "        <div aria-expanded=\"false\" aria-haspopup=\"listbox\" aria-owns=\"react-autowhatever-navSuggestionSearch\" class=\"react-autosuggest__container\" role=\"combobox\">\n",
+            "         <input aria-autocomplete=\"list\" aria-controls=\"react-autowhatever-navSuggestionSearch\" aria-label=\"Search IMDb\" autocapitalize=\"off\" autocomplete=\"off\" autocorrect=\"off\" class=\"imdb-header-search__input searchTypeahead__input react-autosuggest__input\" id=\"suggestion-search\" name=\"q\" placeholder=\"Search IMDb\" spellcheck=\"true\" type=\"text\" value=\"\"/>\n",
+            "         <div class=\"sc-iJCSeZ ePkMFd react-autosuggest__suggestions-container imdb-header__search-menu\" id=\"react-autowhatever-navSuggestionSearch\" role=\"listbox\">\n",
+            "          <div>\n",
+            "          </div>\n",
+            "         </div>\n",
+            "        </div>\n",
+            "       </div>\n",
+            "       <button aria-label=\"Submit Search\" class=\"nav-search__search-submit searchform__submit\" id=\"suggestion-search-button\" type=\"submit\">\n",
+            "        <svg class=\"ipc-icon ipc-icon--magnify\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "         </path>\n",
+            "         <path d=\"M15.5 14h-.79l-.28-.27a6.5 6.5 0 0 0 1.48-5.34c-.47-2.78-2.79-5-5.59-5.34a6.505 6.505 0 0 0-7.27 7.27c.34 2.8 2.56 5.12 5.34 5.59a6.5 6.5 0 0 0 5.34-1.48l.27.28v.79l4.25 4.25c.41.41 1.08.41 1.49 0 .41-.41.41-1.08 0-1.49L15.5 14zm-6 0C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14z\">\n",
+            "         </path>\n",
+            "        </svg>\n",
+            "       </button>\n",
+            "       <input name=\"ref_\" type=\"hidden\" value=\"nv_sr_sm\"/>\n",
+            "      </form>\n",
+            "      <label aria-disabled=\"false\" aria-label=\"Close Search\" class=\"ipc-icon-button imdb-header-search__state-closer ipc-icon-button--baseAlt ipc-icon-button--onBase\" for=\"navSearch-searchState\" id=\"imdbHeader-searchClose\" role=\"button\" tabindex=\"0\" title=\"Close Search\">\n",
+            "       <svg class=\"ipc-icon ipc-icon--clear\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "        <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "        </path>\n",
+            "        <path d=\"M18.3 5.71a.996.996 0 0 0-1.41 0L12 10.59 7.11 5.7A.996.996 0 1 0 5.7 7.11L10.59 12 5.7 16.89a.996.996 0 1 0 1.41 1.41L12 13.41l4.89 4.89a.996.996 0 1 0 1.41-1.41L13.41 12l4.89-4.89c.38-.38.38-1.02 0-1.4z\">\n",
+            "        </path>\n",
+            "       </svg>\n",
+            "      </label>\n",
+            "     </div>\n",
+            "     <label aria-disabled=\"false\" aria-label=\"Open Search\" class=\"ipc-icon-button sc-ciSkmu fwbSeq imdb-header-search__state-opener ipc-icon-button--baseAlt ipc-icon-button--onBase\" for=\"navSearch-searchState\" id=\"imdbHeader-searchOpen\" role=\"button\" tabindex=\"0\" title=\"Open Search\">\n",
+            "      <svg class=\"ipc-icon ipc-icon--magnify\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "       </path>\n",
+            "       <path d=\"M15.5 14h-.79l-.28-.27a6.5 6.5 0 0 0 1.48-5.34c-.47-2.78-2.79-5-5.59-5.34a6.505 6.505 0 0 0-7.27 7.27c.34 2.8 2.56 5.12 5.34 5.59a6.5 6.5 0 0 0 5.34-1.48l.27.28v.79l4.25 4.25c.41.41 1.08.41 1.49 0 .41-.41.41-1.08 0-1.49L15.5 14zm-6 0C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14z\">\n",
+            "       </path>\n",
+            "      </svg>\n",
+            "     </label>\n",
+            "     <div class=\"navbar__imdbpro sc-jHNiPY nqhsk\">\n",
+            "      <div class=\"sc-jJMFAr jpSRWb navbar__imdbpro-content navbar__flyout--breakpoint-l\">\n",
+            "       <a aria-disabled=\"false\" aria-label=\"Go To IMDb Pro\" class=\"ipc-btn ipc-btn--single-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-baseAlt ipc-btn--theme-baseAlt ipc-btn--on-textPrimary ipc-text-button navbar__flyout__text-button-after-mobile navbar__imdb-pro--toggle\" href=\"https://pro.imdb.com/login/ap?u=/login/lwa&amp;imdbPageAction=signUp&amp;rf=cons_nb_hm&amp;ref_=cons_nb_hm\" role=\"button\" tabindex=\"0\">\n",
+            "        <span class=\"ipc-btn__text\">\n",
+            "         <svg class=\"ipc-logo navbar__imdbpro-menu-toggle__name\" height=\"14\" version=\"1.1\" viewbox=\"0 0 52 14\" width=\"52\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "          <g fill=\"currentColor\">\n",
+            "           <rect height=\"12.34\" width=\"3.21\" x=\"0\" y=\"1\">\n",
+            "           </rect>\n",
+            "           <path d=\"M10,1 L9.3,6.76 L8.84,3.63 C8.7,2.62 8.58,1.75 8.45,1 L4.3,1 L4.3,13.34 L7.11,13.34 L7.11,5.19 L8.3,13.34 L10.3,13.34 L11.42,5 L11.42,13.33 L14.22,13.33 L14.22,1 L10,1 Z\">\n",
+            "           </path>\n",
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+            "           </path>\n",
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+            "          </g>\n",
+            "          <g fill=\"#02ACD3\">\n",
+            "           <path d=\"M32.13,1 L35.32,1 C35.9925574,0.978531332 36.6650118,1.04577677 37.32,1.2 C37.717112,1.29759578 38.0801182,1.50157071 38.37,1.79 C38.6060895,2.05302496 38.7682605,2.37391646 38.84,2.72 C38.935586,3.27463823 38.9757837,3.8374068 38.96,4.4 L38.96,5.46 C38.9916226,6.03689533 38.9100917,6.61440551 38.72,7.16 C38.5402933,7.53432344 38.2260614,7.82713037 37.84,7.98 C37.3049997,8.18709035 36.7332458,8.28238268 36.16,8.26 L35.31,8.26 L35.31,13.16 L32.13,13.16 L32.13,1 Z M35.29,3.08 L35.29,6.18 L35.53,6.18 C35.7515781,6.20532753 35.9725786,6.12797738 36.13,5.97 C36.2717869,5.69610033 36.3308522,5.38687568 36.3,5.08 L36.3,4.08 C36.3390022,3.79579475 36.2713114,3.5072181 36.11,3.27 C35.8671804,3.11299554 35.5771259,3.04578777 35.29,3.08 Z\">\n",
+            "           </path>\n",
+            "           <path d=\"M42,4.36 L41.89,5.52 C42.28,4.69 43.67,4.42 44.41,4.37 L43.6,7.3 C43.2290559,7.27725357 42.8582004,7.34593052 42.52,7.5 C42.3057075,7.61238438 42.1519927,7.81367763 42.1,8.05 C42.0178205,8.59259006 41.9843538,9.14144496 42,9.69 L42,13.16 L39.34,13.16 L39.34,4.36 L42,4.36 Z\">\n",
+            "           </path>\n",
+            "           <path d=\"M51.63,9.71 C51.6472876,10.3265292 51.6003682,10.9431837 51.49,11.55 C51.376862,11.9620426 51.1639158,12.3398504 50.87,12.65 C50.5352227,13.001529 50.1148049,13.2599826 49.65,13.4 C49.0994264,13.5686585 48.5257464,13.6496486 47.95,13.64 C47.3333389,13.6524659 46.7178074,13.5818311 46.12,13.43 C45.6996896,13.322764 45.3140099,13.1092627 45,12.81 C44.7275808,12.5275876 44.5254637,12.1850161 44.41,11.81 C44.2627681,11.2181509 44.1921903,10.6098373 44.2,10 L44.2,7.64 C44.1691064,6.9584837 44.2780071,6.27785447 44.52,5.64 C44.7547114,5.12751365 45.1616363,4.71351186 45.67,4.47 C46.3337168,4.13941646 47.0688388,3.97796445 47.81,4 C48.4454888,3.98667568 49.0783958,4.08482705 49.68,4.29 C50.1352004,4.42444561 50.5506052,4.66819552 50.89,5 C51.1535526,5.26601188 51.3550281,5.58700663 51.48,5.94 C51.6001358,6.42708696 51.6506379,6.92874119 51.63,7.43 L51.63,9.71 Z M48.39,6.73 C48.412199,6.42705368 48.3817488,6.12255154 48.3,5.83 C48.2091142,5.71223121 48.0687606,5.64325757 47.92,5.64325757 C47.7712394,5.64325757 47.6308858,5.71223121 47.54,5.83 C47.447616,6.12046452 47.4136298,6.42634058 47.44,6.73 L47.44,10.93 C47.4168299,11.2204468 47.4508034,11.5126191 47.54,11.79 C47.609766,11.9270995 47.7570827,12.0067302 47.91,11.99 C48.0639216,12.0108082 48.2159732,11.9406305 48.3,11.81 C48.3790864,11.5546009 48.4096133,11.2866434 48.39,11.02 L48.39,6.73 Z\">\n",
+            "           </path>\n",
+            "          </g>\n",
+            "         </svg>\n",
+            "        </span>\n",
+            "       </a>\n",
+            "      </div>\n",
+            "     </div>\n",
+            "     <div class=\"sc-kHWWlq fTqoKQ\">\n",
+            "     </div>\n",
+            "     <div class=\"sc-Tuabt huBcaU imdb-header__watchlist-button\">\n",
+            "      <a aria-disabled=\"false\" class=\"ipc-btn ipc-btn--single-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-baseAlt ipc-btn--theme-baseAlt ipc-btn--on-textPrimary ipc-text-button\" href=\"/list/watchlist?ref_=nv_usr_wl_all_0\" role=\"button\" tabindex=\"0\">\n",
+            "       <svg class=\"ipc-icon ipc-icon--watchlist ipc-btn__icon ipc-btn__icon--pre\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "        <path d=\"M17 3c1.05 0 1.918.82 1.994 1.851L19 5v16l-7-3-7 3V5c0-1.05.82-1.918 1.851-1.994L7 3h10zm-4 4h-2v3H8v2h3v3h2v-3h3v-2h-3V7z\" fill=\"currentColor\">\n",
+            "        </path>\n",
+            "       </svg>\n",
+            "       <span class=\"ipc-btn__text\">\n",
+            "        Watchlist\n",
+            "       </span>\n",
+            "      </a>\n",
+            "     </div>\n",
+            "     <div class=\"nav__userMenu navbar__user sc-dvXXFO eHzWZi\">\n",
+            "      <a aria-disabled=\"false\" class=\"ipc-btn ipc-btn--single-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-baseAlt ipc-btn--theme-baseAlt ipc-btn--on-textPrimary ipc-text-button imdb-header__signin-text\" href=\"/registration/signin?ref=nv_generic_lgin&amp;u=\" role=\"button\" tabindex=\"0\">\n",
+            "       <span class=\"ipc-btn__text\">\n",
+            "        Sign In\n",
+            "       </span>\n",
+            "      </a>\n",
+            "      <div class=\"sc-lbVuwP gDTodl navbar__coachmark\" data-arrowposition=\"0\" style=\"left:0px\">\n",
+            "       <div class=\"ipc-list-card ipc-coachmark sc-gGLyrU cGNRwZ ipc-list-card--base\">\n",
+            "        <div class=\"ipc-coachmark--arrow ipc-coachmark--arrow-top\" style=\"--arrowPosition:0%\">\n",
+            "         <div class=\"ipc-coachmark__body\">\n",
+            "          <div class=\"sc-ckTThN hDKrQk\" data-testid=\"coachmark-button\">\n",
+            "           <a aria-disabled=\"false\" class=\"ipc-btn ipc-btn--double-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-accent1 ipc-btn--theme-base sc-FRqyn AXkqU\" href=\"/registration/signin?ref_=signup_cm_nc_ca_btn&amp;u=\" role=\"button\" tabindex=\"0\">\n",
+            "            <span class=\"ipc-btn__text\">\n",
+            "             Sign In\n",
+            "            </span>\n",
+            "           </a>\n",
+            "           <button aria-disabled=\"false\" aria-label=\"Close\" class=\"ipc-icon-button sc-fXayqf hsiUKi ipc-icon-button--base ipc-icon-button--onBase\" role=\"button\" tabindex=\"0\" title=\"Close\">\n",
+            "            <svg class=\"ipc-icon ipc-icon--clear\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "             <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "             </path>\n",
+            "             <path d=\"M18.3 5.71a.996.996 0 0 0-1.41 0L12 10.59 7.11 5.7A.996.996 0 1 0 5.7 7.11L10.59 12 5.7 16.89a.996.996 0 1 0 1.41 1.41L12 13.41l4.89 4.89a.996.996 0 1 0 1.41-1.41L13.41 12l4.89-4.89c.38-.38.38-1.02 0-1.4z\">\n",
+            "             </path>\n",
+            "            </svg>\n",
+            "           </button>\n",
+            "          </div>\n",
+            "          <div class=\"sc-fbIVIu cZAoGY\" data-testid=\"coachmark-text\">\n",
+            "           New Customer?\n",
+            "           <!-- -->\n",
+            "           <a aria-disabled=\"false\" class=\"ipc-link ipc-link--base\" href=\"/registration/signin?ref_=signup_cm_nc_ca&amp;u=\" role=\"button\" tabindex=\"0\">\n",
+            "            Create account\n",
+            "           </a>\n",
+            "          </div>\n",
+            "         </div>\n",
+            "        </div>\n",
+            "       </div>\n",
+            "      </div>\n",
+            "     </div>\n",
+            "     <div class=\"sc-jJMFAr sc-jOFqKW jpSRWb gsBOgL navbar__flyout--breakpoint-m\">\n",
+            "      <label aria-disabled=\"false\" aria-label=\"Toggle language selector\" class=\"ipc-btn ipc-btn--single-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-baseAlt ipc-btn--theme-baseAlt ipc-btn--on-textPrimary ipc-text-button navbar__flyout__text-button-after-mobile\" for=\"nav-language-selector\" role=\"button\" tabindex=\"0\">\n",
+            "       <span class=\"ipc-btn__text\">\n",
+            "        EN\n",
+            "       </span>\n",
+            "       <svg class=\"ipc-icon ipc-icon--arrow-drop-down ipc-btn__icon ipc-btn__icon--post navbar__flyout__text-button-post-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "        <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "        </path>\n",
+            "        <path d=\"M8.71 11.71l2.59 2.59c.39.39 1.02.39 1.41 0l2.59-2.59c.63-.63.18-1.71-.71-1.71H9.41c-.89 0-1.33 1.08-.7 1.71z\">\n",
+            "        </path>\n",
+            "       </svg>\n",
+            "      </label>\n",
+            "      <input aria-hidden=\"true\" class=\"ipc-menu__focused-state\" hidden=\"\" id=\"nav-language-selector\" name=\"nav-language-selector\" tabindex=\"-1\" type=\"checkbox\"/>\n",
+            "      <div class=\"ipc-menu mdc-menu ipc-menu--not-initialized ipc-menu--on-baseAlt ipc-menu--anchored ipc-menu--with-checkbox ipc-menu--expand-from-top-right navbar__flyout--menu\" data-menu-id=\"nav-language-selector\" role=\"presentation\">\n",
+            "       <div class=\"ipc-menu__items mdc-menu__items\" role=\"presentation\">\n",
+            "        <div class=\"navbar__flyout--menu__background\">\n",
+            "         <span id=\"nav-language-selector-contents\">\n",
+            "          <ul aria-orientation=\"vertical\" class=\"ipc-list nav-fully-supported-languages ipc-list--baseAlt\" role=\"menu\">\n",
+            "           <li aria-disabled=\"false\" class=\"ipc-list__item sc-bBjSGg elUDmu disabled\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Fully supported\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"English (United States)\" class=\"ipc-list__item sc-iTVKth cuckft language-option selected\" id=\"language-option-en-US\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-checked language-menu-item-icon selected-language-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "              <circle cx=\"12\" cy=\"12\" r=\"5\">\n",
+            "              </circle>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             English (United States)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "           </li>\n",
+            "          </ul>\n",
+            "          <ul aria-orientation=\"vertical\" class=\"ipc-list nav-partially-supported-languages ipc-list--baseAlt\" role=\"menu\">\n",
+            "           <a aria-disabled=\"false\" aria-label=\"Learn more about partially supported languages.\" class=\"ipc-list__item sc-bBjSGg elUDmu\" href=\"https://help.imdb.com/article/issues/G6TCMBKAAR5G95EN?ref_=loc_nav_sel_hlp\" role=\"menuitem\" tabindex=\"0\" target=\"_blank\">\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Partially supported\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__icon ipc-list-item__icon--post\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--help-outline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8zm-1-4h2v2h-2zm1.61-9.96c-2.06-.3-3.88.97-4.43 2.79-.18.58.26 1.17.87 1.17h.2c.41 0 .74-.29.88-.67.32-.89 1.27-1.5 2.3-1.28.95.2 1.65 1.13 1.57 2.1-.1 1.34-1.62 1.63-2.45 2.88 0 .01-.01.01-.01.02-.01.02-.02.03-.03.05-.09.15-.18.32-.25.5-.01.03-.03.05-.04.08-.01.02-.01.04-.02.07-.12.34-.2.75-.2 1.25h2c0-.42.11-.77.28-1.07.02-.03.03-.06.05-.09.08-.14.18-.27.28-.39.01-.01.02-.03.03-.04.1-.12.21-.23.33-.34.96-.91 2.26-1.65 1.99-3.56-.24-1.74-1.61-3.21-3.35-3.47z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "           </a>\n",
+            "           <li class=\"ipc-list-divider\" role=\"separator\">\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"Français (Canada)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-fr-CA\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Français (Canada)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"Français (France)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-fr-FR\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Français (France)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"Deutsch (Deutschland)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-de-DE\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Deutsch (Deutschland)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"हिंदी (भारत)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-hi-IN\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             हिंदी (भारत)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"Italiano (Italia)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-it-IT\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Italiano (Italia)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"Português (Brasil)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-pt-BR\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Português (Brasil)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"Español (España)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-es-ES\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Español (España)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "           <li aria-disabled=\"false\" aria-label=\"Español (México)\" class=\"ipc-list__item sc-iTVKth cuckft language-option\" id=\"language-option-es-MX\" role=\"menuitem\" tabindex=\"0\">\n",
+            "            <span class=\"language-menu-item-span ipc-list-item__icon ipc-list-item__icon--pre\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--radio-button-unchecked language-menu-item-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "              </path>\n",
+            "              <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </span>\n",
+            "            <span class=\"ipc-list-item__text\" role=\"presentation\">\n",
+            "             Español (México)\n",
+            "            </span>\n",
+            "           </li>\n",
+            "          </ul>\n",
+            "         </span>\n",
+            "        </div>\n",
+            "       </div>\n",
+            "      </div>\n",
+            "     </div>\n",
+            "     <a aria-disabled=\"false\" aria-label=\"Use app\" class=\"ipc-btn ipc-btn--half-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-accent1 ipc-btn--theme-baseAlt sc-hmbtgB ePCpeg imdb-header__app-button\" href=\"https://slyb.app.link/vtz1COZnXAb\" role=\"button\" tabindex=\"0\">\n",
+            "      <span class=\"ipc-btn__text\">\n",
+            "       Use app\n",
+            "      </span>\n",
+            "     </a>\n",
+            "    </div>\n",
+            "   </nav>\n",
+            "   <script>\n",
+            "    if(typeof uet === 'function'){ uet('be', 'imdbHeader', {wb: 1}); }\n",
+            "   </script>\n",
+            "   <script>\n",
+            "    if(typeof uex === 'function'){ uex('ld', 'imdbHeader', {wb: 1}); }\n",
+            "   </script>\n",
+            "   <svg style=\"width:0;height:0;overflow:hidden;display:block\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "    <defs>\n",
+            "     <lineargradient id=\"ipc-svg-gradient-tv-logo-t\" x1=\"31.973%\" x2=\"153.413%\" y1=\"53.409%\" y2=\"-16.853%\">\n",
+            "      <stop offset=\"21.89%\" stop-color=\"#D01F49\">\n",
+            "      </stop>\n",
+            "      <stop offset=\"83.44%\" stop-color=\"#E8138B\">\n",
+            "      </stop>\n",
+            "     </lineargradient>\n",
+            "     <lineargradient id=\"ipc-svg-gradient-tv-logo-v\" x1=\"-38.521%\" x2=\"104.155%\" y1=\"84.997%\" y2=\"14.735%\">\n",
+            "      <stop offset=\"21.89%\" stop-color=\"#D01F49\">\n",
+            "      </stop>\n",
+            "      <stop offset=\"83.44%\" stop-color=\"#E8138B\">\n",
+            "      </stop>\n",
+            "     </lineargradient>\n",
+            "    </defs>\n",
+            "   </svg>\n",
+            "   <main class=\"ipc-page-wrapper ipc-page-wrapper--base\" role=\"main\">\n",
+            "    <div id=\"ipc-wrap-background-id\" style=\"position:absolute;width:100%;height:100%\">\n",
+            "    </div>\n",
+            "    <div class=\"ipc-page-content-container ipc-page-content-container--center sc-4ce8cf2c-0 efkzGq\" role=\"presentation\">\n",
+            "     <div id=\"ipc-wrap-background-id\" style=\"position:absolute;width:100%;height:100%\">\n",
+            "     </div>\n",
+            "     <div>\n",
+            "     </div>\n",
+            "     <script async=\"\">\n",
+            "      if (window && window.ad_utils && window.ad_utils.makeAtfSlotsCall) {\n",
+            "            window.ad_utils.makeAtfSlotsCall(\n",
+            "                false,\n",
+            "                '',\n",
+            "                '',\n",
+            "                {},\n",
+            "                {});\n",
+            "    }\n",
+            "     </script>\n",
+            "     <section class=\"ipc-page-background ipc-page-background--baseAlt inline20-page-background\">\n",
+            "      <div class=\"ipc-page-content-container ipc-page-content-container--center\" role=\"presentation\">\n",
+            "       <div class=\"nas-slot\">\n",
+            "        <div class=\"slot_wrapper nas-spacing nas-dark\" id=\"inline20_responsive_wrapper\" style=\"position:relative;display:none\">\n",
+            "         <div>\n",
+            "         </div>\n",
+            "        </div>\n",
+            "       </div>\n",
+            "      </div>\n",
+            "     </section>\n",
+            "     <div class=\"ipc-page-content-container ipc-page-content-container--center\" role=\"presentation\">\n",
+            "      <section class=\"ipc-page-background ipc-page-background--base sc-ef9d4ecf-0 ctpinW\">\n",
+            "       <section class=\"ipc-page-section ipc-page-section--base sc-ef9d4ecf-1 dXa-DjG\">\n",
+            "        <div class=\"sc-ef9d4ecf-3 bRCpzj\">\n",
+            "         <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--bp-none sc-ada15aae-0 kxvNZV\">\n",
+            "          <div class=\"ipc-title ipc-title--base ipc-title--page-title ipc-title--on-textPrimary\" data-testid=\"tabbed-page-title\">\n",
+            "           <hgroup>\n",
+            "            <h1 class=\"ipc-title__text\">\n",
+            "             Advanced search\n",
+            "            </h1>\n",
+            "           </hgroup>\n",
+            "          </div>\n",
+            "          <section class=\"ipc-page-section ipc-page-section--none ipc-page-section--bp-none\">\n",
+            "           <div class=\"ipc-tabs ipc-tabs--base ipc-tabs--align-left ipc-tabs--display-tab sc-ef9d4ecf-2 iHWjtJ tabs\" role=\"presentation\">\n",
+            "            <li class=\"ipc-tab-arrow ipc-tab-arrow--left\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--chevron-left-inline ipc-icon--inline ipc-tab-arrow--icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M18.378 23.369c.398-.402.622-.947.622-1.516 0-.568-.224-1.113-.622-1.515l-8.249-8.34 8.25-8.34a2.16 2.16 0 0 0 .548-2.07A2.132 2.132 0 0 0 17.428.073a2.104 2.104 0 0 0-2.048.555l-9.758 9.866A2.153 2.153 0 0 0 5 12.009c0 .568.224 1.114.622 1.515l9.758 9.866c.808.817 2.17.817 2.998-.021z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </li>\n",
+            "            <ul class=\"ipc-tabs ipc-tabs--base ipc-tabs--align-left sc-ef9d4ecf-2 iHWjtJ tabs\" role=\"tablist\">\n",
+            "             <li aria-selected=\"true\" class=\"ipc-tab ipc-tab--on-base ipc-tab--active\" role=\"tab\" tabindex=\"0\">\n",
+            "              <svg class=\"ipc-icon ipc-icon--youtube ipc-tab__icon--pre hide-on-mobile\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "               <path d=\"M9.955 14.955v-5.91L15.182 12l-5.227 2.955zm11.627-7.769a2.505 2.505 0 0 0-1.768-1.768C18.254 5 12 5 12 5s-6.254 0-7.814.418c-.86.23-1.538.908-1.768 1.768C2 8.746 2 12 2 12s0 3.254.418 4.814c.23.86.908 1.538 1.768 1.768C5.746 19 12 19 12 19s6.254 0 7.814-.418a2.505 2.505 0 0 0 1.768-1.768C22 15.254 22 12 22 12s0-3.254-.418-4.814z\">\n",
+            "               </path>\n",
+            "              </svg>\n",
+            "              <span>\n",
+            "               TITLES\n",
+            "              </span>\n",
+            "             </li>\n",
+            "             <li aria-selected=\"false\" class=\"ipc-tab ipc-tab--on-base\" role=\"tab\" tabindex=\"0\">\n",
+            "              <svg class=\"ipc-icon ipc-icon--people ipc-tab__icon--pre hide-on-mobile\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "               <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "               </path>\n",
+            "               <path d=\"M16 11c1.66 0 2.99-1.34 2.99-3S17.66 5 16 5s-3 1.34-3 3 1.34 3 3 3zm-8 0c1.66 0 2.99-1.34 2.99-3S9.66 5 8 5 5 6.34 5 8s1.34 3 3 3zm0 2c-2.33 0-7 1.17-7 3.5V18c0 .55.45 1 1 1h12c.55 0 1-.45 1-1v-1.5c0-2.33-4.67-3.5-7-3.5zm8 0c-.29 0-.62.02-.97.05.02.01.03.03.04.04 1.14.83 1.93 1.94 1.93 3.41V18c0 .35-.07.69-.18 1H22c.55 0 1-.45 1-1v-1.5c0-2.33-4.67-3.5-7-3.5z\">\n",
+            "               </path>\n",
+            "              </svg>\n",
+            "              <span>\n",
+            "               NAMES\n",
+            "              </span>\n",
+            "             </li>\n",
+            "             <li aria-selected=\"false\" class=\"ipc-tab ipc-tab--on-base\" role=\"tab\" tabindex=\"0\">\n",
+            "              <svg class=\"ipc-icon ipc-icon--subscriptions ipc-tab__icon--pre hide-on-mobile\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "               <path d=\"M19 8H5c-.55 0-1-.45-1-1s.45-1 1-1h14c.55 0 1 .45 1 1s-.45 1-1 1zm-2-6H7c-.55 0-1 .45-1 1s.45 1 1 1h10c.55 0 1-.45 1-1s-.45-1-1-1zm5 10v8c0 1.1-.9 2-2 2H4c-1.1 0-2-.9-2-2v-8c0-1.1.9-2 2-2h16c1.1 0 2 .9 2 2zm-6.81 3.56L10 12.73v6.53l5.19-2.82a.5.5 0 0 0 0-.88z\">\n",
+            "               </path>\n",
+            "              </svg>\n",
+            "              <span>\n",
+            "               COLLABORATIONS\n",
+            "              </span>\n",
+            "             </li>\n",
+            "             <li class=\"ipc-tabs__indicator\" data-currenttab=\"title\" role=\"presentation\" style=\"width:0;left:0\">\n",
+            "             </li>\n",
+            "            </ul>\n",
+            "            <li class=\"ipc-tab-arrow ipc-tab-arrow--right\" role=\"presentation\">\n",
+            "             <svg class=\"ipc-icon ipc-icon--chevron-right-inline ipc-icon--inline ipc-tab-arrow--icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "              <path d=\"M5.622.631A2.153 2.153 0 0 0 5 2.147c0 .568.224 1.113.622 1.515l8.249 8.34-8.25 8.34a2.16 2.16 0 0 0-.548 2.07c.196.74.768 1.317 1.499 1.515a2.104 2.104 0 0 0 2.048-.555l9.758-9.866a2.153 2.153 0 0 0 0-3.03L8.62.61C7.812-.207 6.45-.207 5.622.63z\">\n",
+            "              </path>\n",
+            "             </svg>\n",
+            "            </li>\n",
+            "           </div>\n",
+            "           <div role=\"tabpanel\">\n",
+            "            <div>\n",
+            "             <section class=\"ipc-page-background ipc-page-background--base sc-fd6cf13d-7 hQyYQi\">\n",
+            "              <div class=\"sc-fd6cf13d-5 ALuuo\">\n",
+            "               <div class=\"sc-fd6cf13d-8 lkmLnz\">\n",
+            "                <div class=\"ipc-chip-list--base ipc-chip-list ipc-chip-list--nowrap\" data-testid=\"chip-list-test-id\">\n",
+            "                 <div class=\"ipc-chip-list__arrow ipc-chip-list__arrow--left\" role=\"presentation\">\n",
+            "                  <svg class=\"ipc-icon ipc-icon--chevron-left-inline ipc-icon--inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                   <path d=\"M18.378 23.369c.398-.402.622-.947.622-1.516 0-.568-.224-1.113-.622-1.515l-8.249-8.34 8.25-8.34a2.16 2.16 0 0 0 .548-2.07A2.132 2.132 0 0 0 17.428.073a2.104 2.104 0 0 0-2.048.555l-9.758 9.866A2.153 2.153 0 0 0 5 12.009c0 .568.224 1.114.622 1.515l9.758 9.866c.808.817 2.17.817 2.998-.021z\">\n",
+            "                   </path>\n",
+            "                  </svg>\n",
+            "                 </div>\n",
+            "                 <div class=\"ipc-chip-list__scroller\">\n",
+            "                  <button aria-disabled=\"false\" class=\"sc-881ca382-0 xIURj ipc-chip ipc-chip--on-base\" data-testid=\"selected-input-chip-list-titleTypes-movie\" role=\"button\" tabindex=\"0\">\n",
+            "                   <span class=\"ipc-chip__text\">\n",
+            "                    Movie\n",
+            "                   </span>\n",
+            "                   <svg class=\"ipc-icon ipc-icon--clear ipc-icon--inline ipc-chip__post-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                    <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                    </path>\n",
+            "                    <path d=\"M18.3 5.71a.996.996 0 0 0-1.41 0L12 10.59 7.11 5.7A.996.996 0 1 0 5.7 7.11L10.59 12 5.7 16.89a.996.996 0 1 0 1.41 1.41L12 13.41l4.89 4.89a.996.996 0 1 0 1.41-1.41L13.41 12l4.89-4.89c.38-.38.38-1.02 0-1.4z\">\n",
+            "                    </path>\n",
+            "                   </svg>\n",
+            "                  </button>\n",
+            "                  <button aria-disabled=\"false\" class=\"sc-881ca382-0 xIURj ipc-chip ipc-chip--on-base\" data-testid=\"selected-input-chip-list-releaseDate-Release date\" role=\"button\" tabindex=\"0\">\n",
+            "                   <span class=\"ipc-chip__text\">\n",
+            "                    Release Date: January 1, 1950 to December 31, 2021\n",
+            "                   </span>\n",
+            "                   <svg class=\"ipc-icon ipc-icon--clear ipc-icon--inline ipc-chip__post-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                    <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                    </path>\n",
+            "                    <path d=\"M18.3 5.71a.996.996 0 0 0-1.41 0L12 10.59 7.11 5.7A.996.996 0 1 0 5.7 7.11L10.59 12 5.7 16.89a.996.996 0 1 0 1.41 1.41L12 13.41l4.89 4.89a.996.996 0 1 0 1.41-1.41L13.41 12l4.89-4.89c.38-.38.38-1.02 0-1.4z\">\n",
+            "                    </path>\n",
+            "                   </svg>\n",
+            "                  </button>\n",
+            "                 </div>\n",
+            "                 <div class=\"ipc-chip-list__arrow ipc-chip-list__arrow--right\" role=\"presentation\">\n",
+            "                  <svg class=\"ipc-icon ipc-icon--chevron-right-inline ipc-icon--inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                   <path d=\"M5.622.631A2.153 2.153 0 0 0 5 2.147c0 .568.224 1.113.622 1.515l8.249 8.34-8.25 8.34a2.16 2.16 0 0 0-.548 2.07c.196.74.768 1.317 1.499 1.515a2.104 2.104 0 0 0 2.048-.555l9.758-9.866a2.153 2.153 0 0 0 0-3.03L8.62.61C7.812-.207 6.45-.207 5.622.63z\">\n",
+            "                   </path>\n",
+            "                  </svg>\n",
+            "                 </div>\n",
+            "                </div>\n",
+            "               </div>\n",
+            "               <button aria-disabled=\"false\" aria-label=\"See results\" class=\"ipc-btn ipc-btn--single-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-accent1 ipc-btn--theme-base sc-fd6cf13d-4 iIvqUa hide-on-desktop hide-on-mobile\" data-testid=\"adv-search-get-results\" role=\"button\" tabindex=\"0\">\n",
+            "                <span class=\"ipc-btn__text\">\n",
+            "                 See results\n",
+            "                </span>\n",
+            "               </button>\n",
+            "              </div>\n",
+            "              <div class=\"ipc-page-grid ipc-page-grid--bias-left ipc-page-grid__item ipc-page-grid__item--span-2\">\n",
+            "               <div class=\"sc-780254-0 gdyyTg hide-on-mobile ipc-page-grid__item ipc-page-grid__item--span-1\">\n",
+            "                <div class=\"sc-780254-1 juXqSo\">\n",
+            "                 Search filters\n",
+            "                 <button aria-disabled=\"false\" class=\"ipc-btn ipc-btn--no-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-base ipc-btn--theme-base ipc-btn--on-accent2 ipc-text-button sc-780254-4 jNxyhU\" data-testid=\"adv-search-expand-all\" role=\"button\" tabindex=\"0\">\n",
+            "                  <span class=\"ipc-btn__text\">\n",
+            "                   Expand all\n",
+            "                  </span>\n",
+            "                  <svg class=\"ipc-icon ipc-icon--expand-more ipc-btn__icon ipc-btn__icon--post\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                   <path d=\"M24 24H0V0h24v24z\" fill=\"none\" opacity=\".87\">\n",
+            "                   </path>\n",
+            "                   <path d=\"M15.88 9.29L12 13.17 8.12 9.29a.996.996 0 1 0-1.41 1.41l4.59 4.59c.39.39 1.02.39 1.41 0l4.59-4.59a.996.996 0 0 0 0-1.41c-.39-.38-1.03-.39-1.42 0z\">\n",
+            "                   </path>\n",
+            "                  </svg>\n",
+            "                 </button>\n",
+            "                </div>\n",
+            "                <section class=\"ipc-page-background ipc-page-background--base sc-780254-3 zBajs\">\n",
+            "                 <div class=\"ipc-accordion sc-780254-2 cGCKRr accordion ipc-accordion--base ipc-accordion--dividers-between\">\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"titleNameAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-titleNameAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-titleNameAccordion\" for=\"accordion-item-titleNameAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Title name\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-titleNameAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-4e4b11fc-0 kRbCbr\">\n",
+            "                      <div class=\"ipc-textinput ipc-textinput--base\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                       <div class=\"ipc-textinput__container\" role=\"presentation\">\n",
+            "                        <div class=\"ipc-textinput__field-container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textinput__input-container\" role=\"presentation\">\n",
+            "                          <input aria-label=\"Title name\" class=\"ipc-textinput__input\" data-testid=\"test-titlename\" id=\"text-input__5994\" name=\"title-name-input\" placeholder=\"e.g. The Godfather\" type=\"text\" value=\"\"/>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"titleTypeAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-titleTypeAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-titleTypeAccordion\" for=\"accordion-item-titleTypeAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Title type\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-titleTypeAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--filled ipc-chip--on-base-accent1\" data-testid=\"test-chip-id-movie\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Movie\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-tvSeries\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        TV Series\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-short\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Short\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-tvEpisode\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        TV Episode\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-tvMiniSeries\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        TV Mini Series\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-tvMovie\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        TV Movie\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-tvSpecial\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        TV Special\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-tvShort\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        TV Short\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-videoGame\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Video Game\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-video\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Video\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-musicVideo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Music Video\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-podcastSeries\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Podcast Series\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-podcastEpisode\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Podcast Episode\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"releaseDateAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-releaseDateAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-releaseDateAccordion\" for=\"accordion-item-releaseDateAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Release date\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-releaseDateAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-81680099-0 kwicaG\">\n",
+            "                      <p class=\"sc-81680099-4 eyfwGa\">\n",
+            "                       Enter full date\n",
+            "                      </p>\n",
+            "                      <div class=\"sc-81680099-1 gGLsms\">\n",
+            "                       <div class=\"ipc-textinput ipc-textinput--base sc-81680099-3 fUetrH ipc-textinput--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textinput__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textinput__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textinput__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter release date above\" autocomplete=\"off\" class=\"ipc-textinput__input\" data-testid=\"releaseDate-start\" id=\"text-input__5995\" name=\"release-date-start-input\" type=\"date\" value=\"1950-01-01\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                       <p class=\"sc-81680099-4 eyfwGa\">\n",
+            "                        to\n",
+            "                       </p>\n",
+            "                       <div class=\"ipc-textinput ipc-textinput--base sc-81680099-3 fUetrH ipc-textinput--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textinput__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textinput__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textinput__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter release date below\" class=\"ipc-textinput__input\" data-testid=\"releaseDate-end\" id=\"text-input__5996\" name=\"release-date-end-input\" type=\"date\" value=\"2021-12-31\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <p class=\"sc-81680099-4 eyfwGa\">\n",
+            "                       or just enter yyyy, or yyyy-mm below\n",
+            "                      </p>\n",
+            "                      <div class=\"sc-81680099-2 lasMrN\">\n",
+            "                       <div class=\"ipc-textinput ipc-textinput--base sc-81680099-3 fUetrH\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textinput__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textinput__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textinput__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter release date above\" class=\"ipc-textinput__input\" data-testid=\"releaseYearMonth-start\" id=\"text-input__5997\" maxlength=\"7\" name=\"release-yearmonth-start-input\" type=\"text\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                       <p class=\"sc-81680099-4 eyfwGa\">\n",
+            "                        to\n",
+            "                       </p>\n",
+            "                       <div class=\"ipc-textinput ipc-textinput--base sc-81680099-3 fUetrH\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textinput__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textinput__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textinput__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter release date below\" class=\"ipc-textinput__input\" data-testid=\"releaseYearMonth-end\" id=\"text-input__5998\" maxlength=\"7\" name=\"release-yearmonth-end-input\" type=\"text\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"ratingsAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-ratingsAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-ratingsAccordion\" for=\"accordion-item-ratingsAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       IMDb ratings\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-ratingsAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-95e60948-0 fsonYR\">\n",
+            "                      <div class=\"ipc-textfield ipc-textfield--base sc-95e60948-2 fuhEbG ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                       <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                        <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                          <input aria-label=\"Enter IMDb user ratings above\" class=\"ipc-textfield__input\" data-testid=\"imdbratings-start\" id=\"text-input__6370\" max=\"10\" min=\"1\" name=\"imdb-ratings-max-input\" placeholder=\"e.g. 1.0\" step=\"0.1\" type=\"number\" value=\"NaN\"/>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <p class=\"sc-95e60948-1 ncdru\">\n",
+            "                       to\n",
+            "                      </p>\n",
+            "                      <div class=\"ipc-textfield ipc-textfield--base sc-95e60948-2 fuhEbG ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                       <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                        <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                          <input aria-label=\"Enter IMDb user ratings above\" class=\"ipc-textfield__input\" data-testid=\"imdbratings-end\" id=\"text-input__6371\" max=\"10\" min=\"1\" name=\"imdb-ratings-min-input\" placeholder=\"e.g. 10.0\" step=\"0.1\" type=\"number\" value=\"NaN\"/>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"numOfVotesAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-numOfVotesAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-numOfVotesAccordion\" for=\"accordion-item-numOfVotesAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Number of votes\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-numOfVotesAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-5ce25e33-0 cdzXuw\">\n",
+            "                      <div class=\"sc-5ce25e33-1 iBdeco\">\n",
+            "                       <div class=\"ipc-textfield ipc-textfield--base sc-5ce25e33-3 kUEvFI ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter number of votes above\" class=\"ipc-textfield__input\" data-testid=\"numofvotes-min\" id=\"text-input__6372\" max=\"2147483647\" min=\"0\" name=\"numofvotes-max-input\" placeholder=\"e.g. 0\" type=\"number\" value=\"NaN\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                       <p class=\"sc-5ce25e33-2 gmkIKa\">\n",
+            "                        to\n",
+            "                       </p>\n",
+            "                       <div class=\"ipc-textfield ipc-textfield--base sc-5ce25e33-3 kUEvFI ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter number of votes below\" class=\"ipc-textfield__input\" data-testid=\"numofvotes-max\" id=\"text-input__6373\" max=\"2147483647\" min=\"0\" name=\"numofvotes-min-input\" placeholder=\"e.g. 700000\" type=\"number\" value=\"NaN\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"genreAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-genreAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-genreAccordion\" for=\"accordion-item-genreAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Genre\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-genreAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Action\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Action\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Adventure\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Adventure\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Animation\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Animation\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Biography\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Biography\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Comedy\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Comedy\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Crime\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Crime\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Documentary\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Documentary\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Drama\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Drama\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Family\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Family\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Fantasy\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Fantasy\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Film-Noir\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Film-Noir\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Game-Show\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Game-Show\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-History\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        History\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Horror\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Horror\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Music\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Music\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Musical\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Musical\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Mystery\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Mystery\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-News\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        News\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Reality-TV\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Reality-TV\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Romance\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Romance\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Sci-Fi\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Sci-Fi\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Short\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Short\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Sport\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Sport\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Talk-Show\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Talk-Show\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Thriller\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Thriller\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-War\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        War\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Western\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Western\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                     <div data-testid=\"genre_exclude_container\">\n",
+            "                      <h2 style=\"margin-top:0.5rem\">\n",
+            "                       Exclude\n",
+            "                      </h2>\n",
+            "                      <div class=\"sc-afc00bf7-0 exXAZE\" data-testid=\"genre_exclude_section\">\n",
+            "                       <div class=\"ipc-check-box ipc-check-box--base\" role=\"presentation\">\n",
+            "                        <span class=\"ipc-boolean-input ipc-boolean-input--base\">\n",
+            "                         <span class=\"ipc-boolean-input__icon\">\n",
+            "                          <input aria-invalid=\"false\" aria-label=\"Documentary\" class=\"ipc-boolean-input__input\" data-testid=\"genre_exclude_checkbox_Documentary\" id=\"exclude-documentary-checkbox\" name=\"Documentary\" type=\"checkbox\"/>\n",
+            "                          <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--checkbox-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                            </path>\n",
+            "                            <path d=\"M18 19H6c-.55 0-1-.45-1-1V6c0-.55.45-1 1-1h12c.55 0 1 .45 1 1v12c0 .55-.45 1-1 1zm1-16H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <label class=\"ipc-boolean-input__label\" for=\"exclude-documentary-checkbox\">\n",
+            "                          Documentary\n",
+            "                         </label>\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <div class=\"ipc-check-box ipc-check-box--base\" role=\"presentation\">\n",
+            "                        <span class=\"ipc-boolean-input ipc-boolean-input--base\">\n",
+            "                         <span class=\"ipc-boolean-input__icon\">\n",
+            "                          <input aria-invalid=\"false\" aria-label=\"Short\" class=\"ipc-boolean-input__input\" data-testid=\"genre_exclude_checkbox_Short\" id=\"exclude-short-checkbox\" name=\"Short\" type=\"checkbox\"/>\n",
+            "                          <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--checkbox-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                            </path>\n",
+            "                            <path d=\"M18 19H6c-.55 0-1-.45-1-1V6c0-.55.45-1 1-1h12c.55 0 1 .45 1 1v12c0 .55-.45 1-1 1zm1-16H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <label class=\"ipc-boolean-input__label\" for=\"exclude-short-checkbox\">\n",
+            "                          Short\n",
+            "                         </label>\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"awardsAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-awardsAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-awardsAccordion\" for=\"accordion-item-awardsAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Awards &amp; recognition\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-awardsAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-oscar-winning\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Oscar-Winning\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-emmy-winning\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Emmy Award-Winning\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-golden-globe-winning\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Golden Globe-Winning\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-oscar-nominated\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Oscar-Nominated\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-emmy-nominated\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Emmy Award-Nominated\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-golden-globe-nominated\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Golden Globe-Nominated\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-best-picture-winning\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Best Picture-Winning\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-best-picture-nominated\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Best Picture-Nominated\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-best-director-winning\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Best Director-Winning\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-best-director-nominated\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Best Director-Nominated\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-national-film-board-preserved\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        National Film Board Preserved\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-razzie-winning\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Razzie-Winning\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-razzie-nominated\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Razzie-Nominated\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-top-100\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        IMDb Top 100\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-top-250\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        IMDb Top 250\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-top-1000\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        IMDb Top 1000\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-bottom-100\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        IMDb Bottom 100\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-bottom-250\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        IMDb Bottom 250\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-bottom-1000\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        IMDb Bottom 1000\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"pageTopicsAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-pageTopicsAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-pageTopicsAccordion\" for=\"accordion-item-pageTopicsAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Page topics\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-pageTopicsAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-164766fb-1 fuWcE\">\n",
+            "                      <div class=\"sc-164766fb-2 hahsJZ\">\n",
+            "                       Only includes titles with the selected topics\n",
+            "                      </div>\n",
+            "                      <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-ALTERNATE_VERSION\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Alternate Versions\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-AWARD\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Awards\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-BUSINESS_INFO\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Business Info\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-CRAZY_CREDIT\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Crazy Credits\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-GOOF\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Goofs\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-LOCATION\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Locations\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-PLOT\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Plot\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-QUOTE\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Quotes\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-SOUNDTRACK\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Soundtracks\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-TECHNICAL\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Technical Info\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                       <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-TRIVIA\" role=\"button\" tabindex=\"0\">\n",
+            "                        <span class=\"ipc-chip__text\">\n",
+            "                         Trivia\n",
+            "                        </span>\n",
+            "                       </button>\n",
+            "                      </section>\n",
+            "                      <div class=\"ipc-select ipc-select--base sc-164766fb-0 jjSiSm ipc-select--with-value ipc-select--with-label\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-select__container\" role=\"presentation\">\n",
+            "                        <div class=\"ipc-select__field-container\" role=\"presentation\">\n",
+            "                         <label class=\"ipc-select__label\" for=\"within-topic-dropdown-id\">\n",
+            "                          Search within topic\n",
+            "                         </label>\n",
+            "                         <div class=\"ipc-select__input-container\">\n",
+            "                          <select aria-invalid=\"false\" class=\"ipc-select__input\" id=\"within-topic-dropdown-id\" name=\"within-topic-dropdown\">\n",
+            "                           <option value=\"\">\n",
+            "                           </option>\n",
+            "                           <option value=\"ALTERNATE_VERSION\">\n",
+            "                            Alternate Versions\n",
+            "                           </option>\n",
+            "                           <option value=\"CRAZY_CREDIT\">\n",
+            "                            Crazy Credits\n",
+            "                           </option>\n",
+            "                           <option value=\"GOOF\">\n",
+            "                            Goofs\n",
+            "                           </option>\n",
+            "                           <option value=\"LOCATION\">\n",
+            "                            Locations\n",
+            "                           </option>\n",
+            "                           <option selected=\"\" value=\"PLOT\">\n",
+            "                            Plot\n",
+            "                           </option>\n",
+            "                           <option value=\"QUOTE\">\n",
+            "                            Quotes\n",
+            "                           </option>\n",
+            "                           <option value=\"SOUNDTRACK\">\n",
+            "                            Soundtracks\n",
+            "                           </option>\n",
+            "                           <option value=\"TRIVIA\">\n",
+            "                            Trivia\n",
+            "                           </option>\n",
+            "                          </select>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <svg class=\"ipc-icon ipc-icon--arrow ipc-select__post-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M24 24H0V0h24v24z\" fill=\"none\" opacity=\".87\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M15.88 9.29L12 13.17 8.12 9.29a.996.996 0 1 0-1.41 1.41l4.59 4.59c.39.39 1.02.39 1.41 0l4.59-4.59a.996.996 0 0 0 0-1.41c-.39-.38-1.03-.39-1.42 0z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"ipc-textinput ipc-textinput--base\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                       <div class=\"ipc-textinput__container\" role=\"presentation\">\n",
+            "                        <div class=\"ipc-textinput__field-container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textinput__input-container\" role=\"presentation\">\n",
+            "                          <input aria-label=\"e.g. Wild horse\" class=\"ipc-textinput__input\" data-testid=\"test-within-page-topic\" id=\"text-input__5999\" name=\"within-topic-input\" placeholder=\"e.g. Wild horse\" type=\"text\" value=\"\"/>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"companiesAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-companiesAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-companiesAccordion\" for=\"accordion-item-companiesAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Companies\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-companiesAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-20th Century Fox (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        20th Century Fox (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-DreamWorks (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        DreamWorks (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-MGM (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        MGM (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Paramount (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Paramount (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Sony (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Sony (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Universal (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Universal (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Walt Disney (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Walt Disney (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Warner Bros. (US)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Warner Bros. (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"watchOptionAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-watchOptionAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-watchOptionAccordion\" for=\"accordion-item-watchOptionAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Instant watch options\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-watchOptionAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-Freevee\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Freevee (US)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-US Prime Video (Free)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        US Prime Video (Free)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-UK Prime Video (Free)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        UK Prime Video (Free)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-DE Prime Video (Free)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        DE Prime Video (Free)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-US Prime Video (Rent or Buy)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        US Prime Video (Rent or Buy)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-UK Prime Video (Rent or Buy)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        UK Prime Video (Rent or Buy)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-DE Prime Video (Rent or Buy)\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        DE Prime Video (Rent or Buy)\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"certsAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-certsAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-certsAccordion\" for=\"accordion-item-certsAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       US certificates\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-certsAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-US:G\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        G\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-US:PG\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        PG\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-US:PG-13\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        PG-13\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-US:R\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        R\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-US:NC-17\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        NC-17\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"colorInfoAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-colorInfoAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-colorInfoAccordion\" for=\"accordion-item-colorInfoAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Color info\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-colorInfoAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-COLOR\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Color\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-BLACK_AND_WHITE\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Black &amp; White\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-COLORIZED\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Colorized\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-ACES\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        ACES\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"countryAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-countryAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-countryAccordion\" for=\"accordion-item-countryAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Country\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-countryAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-9ff5fcea-0 krpFxo\">\n",
+            "                      <div aria-expanded=\"false\" aria-haspopup=\"listbox\" aria-owns=\"react-autowhatever-1\" class=\"react-autosuggest__container\" role=\"combobox\">\n",
+            "                       <div class=\"sc-cb8b4fe5-1 jYfCtk\">\n",
+            "                        <input aria-autocomplete=\"list\" aria-controls=\"react-autowhatever-1\" aria-label=\"Autosuggest input field\" autocapitalize=\"off\" autocomplete=\"off\" autocorrect=\"off\" class=\"sc-cb8b4fe5-0 hbbOwa react-autosuggest__input\" data-testid=\"autosuggest-input-test-id-countries\" spellcheck=\"true\" type=\"text\" value=\"\"/>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-cb8b4fe5-3 TKtxd react-autosuggest__suggestions-container\" data-testid=\"countries-suggestions-container\" id=\"react-autowhatever-1\" role=\"listbox\">\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"ipc-check-box ipc-check-box--base sc-9ff5fcea-1 hAYksq\" role=\"presentation\">\n",
+            "                       <span class=\"ipc-boolean-input ipc-boolean-input--base\">\n",
+            "                        <span class=\"ipc-boolean-input__icon\">\n",
+            "                         <input aria-invalid=\"false\" class=\"ipc-boolean-input__input\" data-testid=\"primary-country-checkbox-test-id\" id=\"primary-country-checkbox-id\" type=\"checkbox\"/>\n",
+            "                         <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--checkbox-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                           </path>\n",
+            "                           <path d=\"M18 19H6c-.55 0-1-.45-1-1V6c0-.55.45-1 1-1h12c.55 0 1 .45 1 1v12c0 .55-.45 1-1 1zm1-16H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                        <label class=\"ipc-boolean-input__label\" for=\"primary-country-checkbox-id\">\n",
+            "                         Search country of origin only\n",
+            "                        </label>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"keywordsAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-keywordsAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-keywordsAccordion\" for=\"accordion-item-keywordsAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Keywords\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-keywordsAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-1ad96928-0 cmxFpt\">\n",
+            "                      <div class=\"ipc-textinput ipc-textinput--base\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                       <div class=\"ipc-textinput__container\" role=\"presentation\">\n",
+            "                        <div class=\"ipc-textinput__field-container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textinput__input-container\" role=\"presentation\">\n",
+            "                          <input aria-label=\"Keywords\" class=\"ipc-textinput__input\" data-testid=\"test-keywords-refiner\" id=\"text-input__6000\" name=\"keywords-refiner-input\" type=\"text\" value=\"\"/>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"languagesAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-languagesAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-languagesAccordion\" for=\"accordion-item-languagesAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Languages\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-languagesAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-c3c05db3-0 dEZlrG\">\n",
+            "                      <div aria-expanded=\"false\" aria-haspopup=\"listbox\" aria-owns=\"react-autowhatever-1\" class=\"react-autosuggest__container\" role=\"combobox\">\n",
+            "                       <div class=\"sc-cb8b4fe5-1 jYfCtk\">\n",
+            "                        <input aria-autocomplete=\"list\" aria-controls=\"react-autowhatever-1\" aria-label=\"Autosuggest input field\" autocapitalize=\"off\" autocomplete=\"off\" autocorrect=\"off\" class=\"sc-cb8b4fe5-0 hbbOwa react-autosuggest__input\" data-testid=\"autosuggest-input-test-id-languages\" spellcheck=\"true\" type=\"text\" value=\"\"/>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-cb8b4fe5-3 TKtxd react-autosuggest__suggestions-container\" data-testid=\"languages-suggestions-container\" id=\"react-autowhatever-1\" role=\"listbox\">\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"ipc-check-box ipc-check-box--base sc-c3c05db3-1 cNeRGg\" role=\"presentation\">\n",
+            "                       <span class=\"ipc-boolean-input ipc-boolean-input--base\">\n",
+            "                        <span class=\"ipc-boolean-input__icon\">\n",
+            "                         <input aria-invalid=\"false\" class=\"ipc-boolean-input__input\" data-testid=\"primary-language-checkbox-test-id\" id=\"primary-language-checkbox-id\" type=\"checkbox\"/>\n",
+            "                         <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--checkbox-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                           </path>\n",
+            "                           <path d=\"M18 19H6c-.55 0-1-.45-1-1V6c0-.55.45-1 1-1h12c.55 0 1 .45 1 1v12c0 .55-.45 1-1 1zm1-16H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                        <label class=\"ipc-boolean-input__label\" for=\"primary-language-checkbox-id\">\n",
+            "                         Search primary language only\n",
+            "                        </label>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"popularityRankAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-popularityRankAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-popularityRankAccordion\" for=\"accordion-item-popularityRankAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       IMDb popularity rank\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-popularityRankAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-bf0c0f5-0 hZodZh\" data-testid=\"popularityrank-test-id\">\n",
+            "                      <div class=\"sc-bf0c0f5-1 LmdyJ\">\n",
+            "                       <div class=\"ipc-textfield ipc-textfield--base sc-bf0c0f5-3 lcuRlp ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter IMDb popularity rank above\" class=\"ipc-textfield__input\" data-testid=\"popularityrank-min\" id=\"text-input__6374\" max=\"2147483647\" min=\"1\" name=\"popularityrank-max-input\" placeholder=\"e.g. 1\" type=\"number\" value=\"NaN\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                       <p class=\"sc-bf0c0f5-2 bJiRPr\">\n",
+            "                        to\n",
+            "                       </p>\n",
+            "                       <div class=\"ipc-textfield ipc-textfield--base sc-bf0c0f5-3 lcuRlp ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter IMDb popularity rank below\" class=\"ipc-textfield__input\" data-testid=\"popularityrank-max\" id=\"text-input__6375\" max=\"2147483647\" min=\"1\" name=\"popularityrank-min-input\" placeholder=\"e.g. 5000\" type=\"number\" value=\"NaN\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"castOrCrewAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-castOrCrewAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-castOrCrewAccordion\" for=\"accordion-item-castOrCrewAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Cast or crew\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-castOrCrewAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-34a97143-0 czprtT\">\n",
+            "                      <div aria-expanded=\"false\" aria-haspopup=\"listbox\" aria-owns=\"react-autowhatever-1\" class=\"react-autosuggest__container\" role=\"combobox\">\n",
+            "                       <div class=\"sc-cb8b4fe5-1 jYfCtk\">\n",
+            "                        <input aria-autocomplete=\"list\" aria-controls=\"react-autowhatever-1\" aria-label=\"Autosuggest input field\" autocapitalize=\"off\" autocomplete=\"off\" autocorrect=\"off\" class=\"sc-cb8b4fe5-0 hbbOwa react-autosuggest__input\" data-testid=\"autosuggest-input-test-id-test-castorcrew\" spellcheck=\"true\" type=\"text\" value=\"\"/>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-cb8b4fe5-3 TKtxd react-autosuggest__suggestions-container\" data-testid=\"test-castorcrew-suggestions-container\" id=\"react-autowhatever-1\" role=\"listbox\">\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"runtimeAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-runtimeAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-runtimeAccordion\" for=\"accordion-item-runtimeAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Runtime\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-runtimeAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <div class=\"sc-c07f0bc3-0 fnZdXJ\">\n",
+            "                      <div class=\"sc-c07f0bc3-2 gUpca\">\n",
+            "                       In minutes\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-c07f0bc3-1 jAoyRl\">\n",
+            "                       <div class=\"ipc-textfield ipc-textfield--base sc-c07f0bc3-4 dnOZay ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter runtime above\" class=\"ipc-textfield__input\" data-testid=\"runtime-min\" id=\"text-input__6376\" max=\"2147483647\" min=\"0\" name=\"runtime-max-input\" placeholder=\"e.g. 1\" type=\"number\" value=\"NaN\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                       <p class=\"sc-c07f0bc3-3 jeIlyW\">\n",
+            "                        to\n",
+            "                       </p>\n",
+            "                       <div class=\"ipc-textfield ipc-textfield--base sc-c07f0bc3-4 dnOZay ipc-textfield--with-value\" role=\"presentation\" style=\"--ipc-pre-text-width:0px\">\n",
+            "                        <div class=\"ipc-textfield__container\" role=\"presentation\">\n",
+            "                         <div class=\"ipc-textfield__field-container\" role=\"presentation\">\n",
+            "                          <div class=\"ipc-textfield__input-container\" role=\"presentation\">\n",
+            "                           <input aria-label=\"Enter runtime below\" class=\"ipc-textfield__input\" data-testid=\"runtime-max\" id=\"text-input__6377\" max=\"2147483647\" min=\"0\" name=\"runtime-min-input\" placeholder=\"e.g. 180\" type=\"number\" value=\"NaN\"/>\n",
+            "                          </div>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"soundMixAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-soundMixAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-soundMixAccordion\" for=\"accordion-item-soundMixAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Sound mix\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-soundMixAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--base ipc-page-section--tp-none ipc-page-section--bp-none sc-11955879-1 kpQKWw\">\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-12_track_digital_sound\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        12-Track Digital Sound\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-3_channel_stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        3 Channel Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-4_track_stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        4-Track Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-6_track_stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        6-Track Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-70_mm_6_track\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        70 mm 6-Track\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-aga_sound_system\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        AGA Sound System\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-auro_11.1\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Auro 11.1\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-cds\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        CDS\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-chronophone\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Chronophone\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-cinematophone\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Cinematophone\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-cinephone\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Cinephone\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-cinerama_7_track\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Cinerama 7-Track\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-cinesound\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Cinesound\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-d_cinema_48khz_5.1\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        D-Cinema 48kHz 5.1\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-datasat\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Datasat\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-de_forest_phonofilm\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        De Forest Phonofilm\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-digitrac_digital_audio_system\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Digitrac Digital Audio System\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dolby\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Dolby\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dolby_atmos\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Dolby Atmos\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dolby_digital\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Dolby Digital\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dolby_digital_ex\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Dolby Digital EX\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dolby_sr\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Dolby SR\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dolby_stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Dolby Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dolby_surround_7.1\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Dolby Surround 7.1\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dts\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        DTS\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dts_70_mm\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        DTS 70 mm\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dts_stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        DTS Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-dts_es\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        DTS-ES\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-imax_6_track\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        IMAX 6-Track\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-kinoplasticon\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Kinoplasticon\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-lc_concept_digital_sound\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        LC-Concept Digital Sound\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-matrix_surround\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Matrix Surround\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-mono\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Mono\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-perspecta_stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Perspecta Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-phono_kinema\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Phono-Kinema\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-sdds\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        SDDS\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-sensurround\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Sensurround\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-silent\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Silent\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-sonics_ddp\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Sonics-DDP\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-sonix\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Sonix\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-ultra_stereo\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Ultra Stereo\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                      <button aria-disabled=\"false\" class=\"sc-11955879-0 fGqVgy ipc-chip ipc-chip--on-base\" data-testid=\"test-chip-id-vitaphone\" role=\"button\" tabindex=\"0\">\n",
+            "                       <span class=\"ipc-chip__text\">\n",
+            "                        Vitaphone\n",
+            "                       </span>\n",
+            "                      </button>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"inTheatersAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-inTheatersAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-inTheatersAccordion\" for=\"accordion-item-inTheatersAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       In theaters\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-inTheatersAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--none ipc-page-section--tp-none ipc-page-section--bp-none\">\n",
+            "                      <div>\n",
+            "                       <span class=\"ipc-boolean-input ipc-boolean-input--base ipc-radio-button\">\n",
+            "                        <span class=\"ipc-boolean-input__icon\">\n",
+            "                         <input aria-label=\"Show all titles\" checked=\"\" class=\"ipc-boolean-input__input\" data-testid=\"intheaters-show-all\" id=\"show-all\" name=\"Show all titles\" type=\"radio\" value=\"show-all\"/>\n",
+            "                         <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--radio-button-checked ipc-boolean-input__icon--accent2 ipc-boolean-input__icon--checked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                           </path>\n",
+            "                           <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "                           </path>\n",
+            "                           <circle cx=\"12\" cy=\"12\" r=\"5\">\n",
+            "                           </circle>\n",
+            "                          </svg>\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                        <label class=\"ipc-boolean-input__label\" for=\"show-all\">\n",
+            "                         Show all titles\n",
+            "                        </label>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div>\n",
+            "                       <span class=\"ipc-boolean-input ipc-boolean-input--base ipc-radio-button\">\n",
+            "                        <span class=\"ipc-boolean-input__icon\">\n",
+            "                         <input aria-label=\"In theaters near you\" class=\"ipc-boolean-input__input\" data-testid=\"intheaters-restrict\" id=\"restrict\" name=\"In theaters near you\" type=\"radio\" value=\"restrict\"/>\n",
+            "                         <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--radio-button-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                           </path>\n",
+            "                           <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                        <label class=\"ipc-boolean-input__label\" for=\"restrict\">\n",
+            "                         In theaters near you\n",
+            "                        </label>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div>\n",
+            "                       <span class=\"ipc-boolean-input ipc-boolean-input--base ipc-radio-button\">\n",
+            "                        <span class=\"ipc-boolean-input__icon\">\n",
+            "                         <input aria-label=\"In favorite theaters\" class=\"ipc-boolean-input__input\" data-testid=\"intheaters-favorite-theaters\" id=\"favorite-theaters\" name=\"In favorite theaters\" type=\"radio\" value=\"favorite-theaters\"/>\n",
+            "                         <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--radio-button-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                           </path>\n",
+            "                           <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                        <label class=\"ipc-boolean-input__label\" for=\"favorite-theaters\">\n",
+            "                         In favorite theaters\n",
+            "                        </label>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div>\n",
+            "                       <span class=\"ipc-boolean-input ipc-boolean-input--base ipc-radio-button\">\n",
+            "                        <span class=\"ipc-boolean-input__icon\">\n",
+            "                         <input aria-label=\"In theaters with online ticketing (US only)\" class=\"ipc-boolean-input__input\" data-testid=\"intheaters-online-ticketing\" id=\"online-ticketing\" name=\"In theaters with online ticketing (US only)\" type=\"radio\" value=\"online-ticketing\"/>\n",
+            "                         <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--radio-button-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                           </path>\n",
+            "                           <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                        <label class=\"ipc-boolean-input__label\" for=\"online-ticketing\">\n",
+            "                         In theaters with online ticketing (US only)\n",
+            "                        </label>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                  <div class=\"ipc-accordion__item ipc-accordion__item--collapsed\" data-testid=\"accordion-item\" id=\"adultTitlesAccordion\" role=\"presentation\">\n",
+            "                   <div class=\"ipc-accordion__item__header\" role=\"presentation\">\n",
+            "                    <label aria-controls=\"accordion-item-adultTitlesAccordion\" aria-expanded=\"false\" aria-label=\"Expand undefined\" class=\"ipc-accordion__item__label ipc-accordion__item__label--indent-full\" data-testid=\"accordion-item-adultTitlesAccordion\" for=\"accordion-item-adultTitlesAccordion\" role=\"button\" tabindex=\"0\">\n",
+            "                     <span class=\"ipc-accordion__item__title\">\n",
+            "                      <div class=\"sc-6addea7c-0 dWrCpn\">\n",
+            "                       Adult titles\n",
+            "                      </div>\n",
+            "                     </span>\n",
+            "                     <span class=\"ipc-accordion__item__chevron\">\n",
+            "                      <svg class=\"ipc-icon ipc-icon--chevron-right\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                       <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                       </path>\n",
+            "                       <path d=\"M9.29 6.71a.996.996 0 0 0 0 1.41L13.17 12l-3.88 3.88a.996.996 0 1 0 1.41 1.41l4.59-4.59a.996.996 0 0 0 0-1.41L10.7 6.7c-.38-.38-1.02-.38-1.41.01z\">\n",
+            "                       </path>\n",
+            "                      </svg>\n",
+            "                     </span>\n",
+            "                    </label>\n",
+            "                   </div>\n",
+            "                   <div aria-hidden=\"true\" class=\"ipc-accordion__item__content\" data-testid=\"accordion-item-content-container\" id=\"accordion-item-adultTitlesAccordion\">\n",
+            "                    <div class=\"ipc-accordion__item__content_inner\" role=\"presentation\">\n",
+            "                     <section class=\"ipc-page-section ipc-page-section--none ipc-page-section--tp-none ipc-page-section--bp-none\">\n",
+            "                      <span class=\"ipc-boolean-input ipc-boolean-input--base ipc-radio-button\">\n",
+            "                       <span class=\"ipc-boolean-input__icon\">\n",
+            "                        <input aria-label=\"Exclude\" checked=\"\" class=\"ipc-boolean-input__input\" data-testid=\"exclude-adult-titles\" id=\"exclude-adult-titles\" name=\"Exclude\" type=\"radio\" value=\"exclude-adult-titles\"/>\n",
+            "                        <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                         <svg class=\"ipc-icon ipc-icon--radio-button-checked ipc-boolean-input__icon--accent2 ipc-boolean-input__icon--checked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                          </path>\n",
+            "                          <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "                          </path>\n",
+            "                          <circle cx=\"12\" cy=\"12\" r=\"5\">\n",
+            "                          </circle>\n",
+            "                         </svg>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                       <label class=\"ipc-boolean-input__label\" for=\"exclude-adult-titles\">\n",
+            "                        Exclude\n",
+            "                       </label>\n",
+            "                      </span>\n",
+            "                      <div class=\"sc-b5d1a703-0 dbvtid\">\n",
+            "                       <span class=\"ipc-boolean-input ipc-boolean-input--base ipc-radio-button\">\n",
+            "                        <span class=\"ipc-boolean-input__icon\">\n",
+            "                         <input aria-label=\"Include\" class=\"ipc-boolean-input__input\" data-testid=\"include-adult-titles\" id=\"include-adult-titles\" name=\"Include\" type=\"radio\" value=\"include-adult-titles\"/>\n",
+            "                         <span aria-hidden=\"true\" class=\"ipc-boolean-input__icon-wrapper\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--radio-button-unchecked ipc-boolean-input__icon--unchecked\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                           </path>\n",
+            "                           <path d=\"M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                        <label class=\"ipc-boolean-input__label\" for=\"include-adult-titles\">\n",
+            "                         Include\n",
+            "                        </label>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                     </section>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </div>\n",
+            "                </section>\n",
+            "               </div>\n",
+            "               <div class=\"ipc-page-grid__item ipc-page-grid__item--span-2\">\n",
+            "                <div class=\"sc-fd6cf13d-6 htSjsU\">\n",
+            "                 <div class=\"sc-fd6cf13d-3 genwjT\">\n",
+            "                  1-50 of 453,111\n",
+            "                 </div>\n",
+            "                 <div class=\"sc-fd6cf13d-1 ivgZbJ\">\n",
+            "                  <button aria-disabled=\"false\" class=\"sc-fd6cf13d-0 rHtJk hide-on-desktop ipc-chip ipc-chip--filled ipc-chip--on-base-accent2\" data-testid=\"adv-search-edit\" role=\"button\" tabindex=\"0\">\n",
+            "                   <svg class=\"ipc-icon ipc-icon--filter-list ipc-icon--inline ipc-chip__post-icon\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                    <path d=\"M11 18q-.425 0-.712-.288Q10 17.425 10 17t.288-.712Q10.575 16 11 16h2q.425 0 .713.288.287.287.287.712t-.287.712Q13.425 18 13 18zM4 8q-.425 0-.712-.287Q3 7.425 3 7t.288-.713Q3.575 6 4 6h16q.425 0 .712.287Q21 6.575 21 7t-.288.713Q20.425 8 20 8zm3 5q-.425 0-.713-.288Q6 12.425 6 12t.287-.713Q6.575 11 7 11h10q.425 0 .712.287.288.288.288.713t-.288.712Q17.425 13 17 13z\">\n",
+            "                    </path>\n",
+            "                   </svg>\n",
+            "                  </button>\n",
+            "                  <div class=\"sc-3c0f03cb-1 jdJLsj\">\n",
+            "                   <span class=\"ipc-simple-select__container\" data-testid=\"adv-srch-sort-by\">\n",
+            "                    <label class=\"ipc-simple-select__front-label\" for=\"adv-srch-sort-by\">\n",
+            "                     Sort by\n",
+            "                    </label>\n",
+            "                    <span class=\"ipc-simple-select ipc-simple-select--base ipc-simple-select--on-accent2\">\n",
+            "                     <label aria-hidden=\"true\" class=\"ipc-simple-select__selected-option\">\n",
+            "                      Number of ratings\n",
+            "                     </label>\n",
+            "                     <svg class=\"ipc-icon ipc-icon--arrow-drop-down ipc-simple-select__icon--post\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                      <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                      </path>\n",
+            "                      <path d=\"M8.71 11.71l2.59 2.59c.39.39 1.02.39 1.41 0l2.59-2.59c.63-.63.18-1.71-.71-1.71H9.41c-.89 0-1.33 1.08-.7 1.71z\">\n",
+            "                      </path>\n",
+            "                     </svg>\n",
+            "                     <select aria-label=\"Sort by\" class=\"ipc-simple-select__input\" id=\"adv-srch-sort-by\">\n",
+            "                      <option value=\"\">\n",
+            "                      </option>\n",
+            "                      <option value=\"POPULARITY\">\n",
+            "                       Popularity\n",
+            "                      </option>\n",
+            "                      <option value=\"TITLE_REGIONAL\">\n",
+            "                       A-Z\n",
+            "                      </option>\n",
+            "                      <option value=\"USER_RATING\">\n",
+            "                       User rating\n",
+            "                      </option>\n",
+            "                      <option selected=\"\" value=\"USER_RATING_COUNT\">\n",
+            "                       Number of ratings\n",
+            "                      </option>\n",
+            "                      <option value=\"BOX_OFFICE_GROSS_DOMESTIC\">\n",
+            "                       US box office\n",
+            "                      </option>\n",
+            "                      <option value=\"RUNTIME\">\n",
+            "                       Runtime\n",
+            "                      </option>\n",
+            "                      <option value=\"YEAR\">\n",
+            "                       Year\n",
+            "                      </option>\n",
+            "                      <option value=\"RELEASE_DATE\">\n",
+            "                       Release date\n",
+            "                      </option>\n",
+            "                     </select>\n",
+            "                    </span>\n",
+            "                   </span>\n",
+            "                   <button aria-disabled=\"false\" aria-label=\"Sort order\" class=\"ipc-icon-button sc-3c0f03cb-0 eLSuft sort-order-desc ipc-icon-button--base ipc-icon-button--onBase\" data-testid=\"test-sort-order\" id=\"adv-srch-sort-order\" role=\"button\" tabindex=\"0\" title=\"Sort order\">\n",
+            "                    <svg class=\"ipc-icon ipc-icon--swap-vert\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                     <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                     </path>\n",
+            "                     <path d=\"M16 17.01V11c0-.55-.45-1-1-1s-1 .45-1 1v6.01h-1.79c-.45 0-.67.54-.35.85l2.79 2.78c.2.19.51.19.71 0l2.79-2.78c.32-.31.09-.85-.35-.85H16zM8.65 3.35L5.86\">\n",
+            "                     </path>\n",
+            "                     <path d=\"M16 0l2.79-2.78c.32-.31.09-.85-.35-.85H16zM8.65 3.35L5.86 6.14c-.32.31-.1.85.35.85H8V13c0 .55.45 1 1 1s1-.45 1-1V6.99h1.79c.45 0 .67-.54.35-.85L9.35 3.35a.501.501 0 0 0-.7 0z\">\n",
+            "                     </path>\n",
+            "                    </svg>\n",
+            "                   </button>\n",
+            "                  </div>\n",
+            "                 </div>\n",
+            "                 <div class=\"sc-fd6cf13d-2 bxcQyQ\">\n",
+            "                  <div>\n",
+            "                   <button aria-disabled=\"false\" aria-label=\"Selected:  Detailed view\" class=\"ipc-icon-button ipc-icon-button--base ipc-icon-button--onAccent2\" id=\"list-view-option-detailed\" role=\"button\" tabindex=\"0\" title=\"Selected:  Detailed view\">\n",
+            "                    <svg class=\"ipc-icon ipc-icon--list-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                     <path d=\"M1.5 13.5c.825 0 1.5-.675 1.5-1.5s-.675-1.5-1.5-1.5S0 11.175 0 12s.675 1.5 1.5 1.5zm0 5c.825 0 1.5-.675 1.5-1.5s-.675-1.5-1.5-1.5S0 16.175 0 17s.675 1.5 1.5 1.5zm0-10C2.325 8.5 3 7.825 3 7s-.675-1.5-1.5-1.5S0 6.175 0 7s.675 1.5 1.5 1.5zm4.857 5h16.286c.746 0 1.357-.675 1.357-1.5s-.61-1.5-1.357-1.5H6.357C5.611 10.5 5 11.175 5 12s.61 1.5 1.357 1.5zm0 5h16.286c.746 0 1.357-.675 1.357-1.5s-.61-1.5-1.357-1.5H6.357C5.611 15.5 5 16.175 5 17s.61 1.5 1.357 1.5zM5 7c0 .825.61 1.5 1.357 1.5h16.286C23.389 8.5 24 7.825 24 7s-.61-1.5-1.357-1.5H6.357C5.611 5.5 5 6.175 5 7zm-3.5 6.5c.825 0 1.5-.675 1.5-1.5s-.675-1.5-1.5-1.5S0 11.175 0 12s.675 1.5 1.5 1.5zm0 5c.825 0 1.5-.675 1.5-1.5s-.675-1.5-1.5-1.5S0 16.175 0 17s.675 1.5 1.5 1.5zm0-10C2.325 8.5 3 7.825 3 7s-.675-1.5-1.5-1.5S0 6.175 0 7s.675 1.5 1.5 1.5zm4.857 5h16.286c.746 0 1.357-.675 1.357-1.5s-.61-1.5-1.357-1.5H6.357C5.611 10.5 5 11.175 5 12s.61 1.5 1.357 1.5zm0 5h16.286c.746 0 1.357-.675 1.357-1.5s-.61-1.5-1.357-1.5H6.357C5.611 15.5 5 16.175 5 17s.61 1.5 1.357 1.5zM5 7c0 .825.61 1.5 1.357 1.5h16.286C23.389 8.5 24 7.825 24 7s-.61-1.5-1.357-1.5H6.357C5.611 5.5 5 6.175 5 7z\">\n",
+            "                     </path>\n",
+            "                    </svg>\n",
+            "                   </button>\n",
+            "                   <button aria-disabled=\"false\" aria-label=\" Grid view\" class=\"ipc-icon-button ipc-icon-button--base ipc-icon-button--onBase\" id=\"list-view-option-grid\" role=\"button\" tabindex=\"0\" title=\" Grid view\">\n",
+            "                    <svg class=\"ipc-icon ipc-icon--grid-view\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         <img alt=\"Tim Robbins in The Shawshank Redemption (1994)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX210_CR0,2,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX280_CR0,3,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Shawshank Redemption\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0111161/?ref_=sr_i_1\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0111161/?ref_=sr_t_1\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          1. The Shawshank Redemption\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1994\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 22m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 9.3\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          9.3\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           2.9M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
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+            "                         <button aria-label=\"Rate The Shawshank Redemption\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          82\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Shawshank Redemption\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Shawshank Redemption\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
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+            "                        </svg>\n",
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+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Over the course of several years, two convicts form a friendship, seeking consolation and, eventually, redemption through basic compassion.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
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+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
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+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Morgan Freeman, Gary Oldman, Christian Bale, Michael Caine, Aaron Eckhart, Heath Ledger, Maggie Gyllenhaal, Cillian Murphy, and Chin Han in The Dark Knight (2008)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMTMxNTMwODM0NF5BMl5BanBnXkFtZTcwODAyMTk2Mw@@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMTMxNTMwODM0NF5BMl5BanBnXkFtZTcwODAyMTk2Mw@@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMTMxNTMwODM0NF5BMl5BanBnXkFtZTcwODAyMTk2Mw@@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMTMxNTMwODM0NF5BMl5BanBnXkFtZTcwODAyMTk2Mw@@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Dark Knight\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0468569/?ref_=sr_i_2\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0468569/?ref_=sr_t_2\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          2. The Dark Knight\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2008\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 32m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
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+            "                         <span aria-label=\"IMDb rating: 9.0\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
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+            "                          Metascore\n",
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+            "                        When the menace known as the Joker wreaks havoc and chaos on the people of Gotham, Batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.\n",
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+            "                         <img alt=\"Leonardo DiCaprio, Tom Berenger, Michael Caine, Lukas Haas, Marion Cotillard, Joseph Gordon-Levitt, Tom Hardy, Elliot Page, Ken Watanabe, and Dileep Rao in Inception (2010)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMjAxMzY3NjcxNF5BMl5BanBnXkFtZTcwNTI5OTM0Mw@@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMjAxMzY3NjcxNF5BMl5BanBnXkFtZTcwNTI5OTM0Mw@@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMjAxMzY3NjcxNF5BMl5BanBnXkFtZTcwNTI5OTM0Mw@@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMjAxMzY3NjcxNF5BMl5BanBnXkFtZTcwNTI5OTM0Mw@@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Inception\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt1375666/?ref_=sr_i_3\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
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+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt1375666/?ref_=sr_t_3\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          3. Inception\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2010\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 28m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.8\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.8\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                           2.5M\n",
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+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
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+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
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+            "                          74\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
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+            "                       </button>\n",
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+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A thief who steals corporate secrets through the use of dream-sharing technology is given the inverse task of planting an idea into the mind of a C.E.O., but his tragic past may doom the project and his team to disaster.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
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+            "                         </div>\n",
+            "                        </div>\n",
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+            "                         <img alt=\"Brad Pitt and Edward Norton in Fight Club (1999)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMmEzNTkxYjQtZTc0MC00YTVjLTg5ZTEtZWMwOWVlYzY0NWIwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMmEzNTkxYjQtZTc0MC00YTVjLTg5ZTEtZWMwOWVlYzY0NWIwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMmEzNTkxYjQtZTc0MC00YTVjLTg5ZTEtZWMwOWVlYzY0NWIwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX210_CR0,2,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMmEzNTkxYjQtZTc0MC00YTVjLTg5ZTEtZWMwOWVlYzY0NWIwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX280_CR0,3,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Fight Club\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0137523/?ref_=sr_i_4\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0137523/?ref_=sr_t_4\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          4. Fight Club\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1999\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 19m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.8\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
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+            "                          8.8\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                           2.3M\n",
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+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Fight Club\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          67\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
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+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        An insomniac office worker and a devil-may-care soap maker form an underground fight club that evolves into much more.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
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+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Tom Hanks in Forrest Gump (1994)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNWIwODRlZTUtY2U3ZS00Yzg1LWJhNzYtMmZiYmEyNmU1NjMzXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY207_CR2,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNWIwODRlZTUtY2U3ZS00Yzg1LWJhNzYtMmZiYmEyNmU1NjMzXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY207_CR2,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNWIwODRlZTUtY2U3ZS00Yzg1LWJhNzYtMmZiYmEyNmU1NjMzXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY311_CR2,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNWIwODRlZTUtY2U3ZS00Yzg1LWJhNzYtMmZiYmEyNmU1NjMzXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY414_CR3,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Forrest Gump\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0109830/?ref_=sr_i_5\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0109830/?ref_=sr_t_5\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          5. Forrest Gump\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1994\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 22m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.8\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.8\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                           2.3M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Forrest Gump\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          82\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Forrest Gump\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Forrest Gump\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </path>\n",
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+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        The history of the United States from the 1950s to the '70s unfolds from the perspective of an Alabama man with an IQ of 75, who yearns to be reunited with his childhood sweetheart.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
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+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Uma Thurman in Pulp Fiction (1994)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNGNhMDIzZTUtNTBlZi00MTRlLWFjM2ItYzViMjE3YzI5MjljXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY207_CR1,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNGNhMDIzZTUtNTBlZi00MTRlLWFjM2ItYzViMjE3YzI5MjljXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY207_CR1,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNGNhMDIzZTUtNTBlZi00MTRlLWFjM2ItYzViMjE3YzI5MjljXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY311_CR2,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNGNhMDIzZTUtNTBlZi00MTRlLWFjM2ItYzViMjE3YzI5MjljXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY414_CR2,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Pulp Fiction\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0110912/?ref_=sr_i_6\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0110912/?ref_=sr_t_6\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          6. Pulp Fiction\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1994\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 34m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.9\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.9\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           2.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Pulp Fiction\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          95\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Pulp Fiction\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Pulp Fiction\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        The lives of two mob hitmen, a boxer, a gangster and his wife, and a pair of diner bandits intertwine in four tales of violence and redemption.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Matthew McConaughey in Interstellar (2014)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BZjdkOTU3MDktN2IxOS00OGEyLWFmMjktY2FiMmZkNWIyODZiXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BZjdkOTU3MDktN2IxOS00OGEyLWFmMjktY2FiMmZkNWIyODZiXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BZjdkOTU3MDktN2IxOS00OGEyLWFmMjktY2FiMmZkNWIyODZiXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BZjdkOTU3MDktN2IxOS00OGEyLWFmMjktY2FiMmZkNWIyODZiXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Interstellar\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0816692/?ref_=sr_i_7\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0816692/?ref_=sr_t_7\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          7. Interstellar\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2014\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 49m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.7\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.7\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           2.1M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Interstellar\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          74\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Interstellar\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Interstellar\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        When Earth becomes uninhabitable in the future, a farmer and ex-NASA pilot, Joseph Cooper, is tasked to pilot a spacecraft, along with a team of researchers, to find a new planet for humans.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Keanu Reeves, Laurence Fishburne, Joe Pantoliano, and Carrie-Anne Moss in The Matrix (1999)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNzQzOTk3OTAtNDQ0Zi00ZTVkLWI0MTEtMDllZjNkYzNjNTc4L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNzQzOTk3OTAtNDQ0Zi00ZTVkLWI0MTEtMDllZjNkYzNjNTc4L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNzQzOTk3OTAtNDQ0Zi00ZTVkLWI0MTEtMDllZjNkYzNjNTc4L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX210_CR0,3,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNzQzOTk3OTAtNDQ0Zi00ZTVkLWI0MTEtMDllZjNkYzNjNTc4L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX280_CR0,3,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Matrix\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0133093/?ref_=sr_i_8\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0133093/?ref_=sr_t_8\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          8. The Matrix\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1999\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 16m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.7\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.7\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Matrix\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          73\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Matrix\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Matrix\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        When a beautiful stranger leads computer hacker Neo to a forbidding underworld, he discovers the shocking truth--the life he knows is the elaborate deception of an evil cyber-intelligence.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Marlon Brando in The Godfather (1972)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BM2MyNjYxNmUtYTAwNi00MTYxLWJmNWYtYzZlODY3ZTk3OTFlXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY207_CR3,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BM2MyNjYxNmUtYTAwNi00MTYxLWJmNWYtYzZlODY3ZTk3OTFlXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY207_CR3,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BM2MyNjYxNmUtYTAwNi00MTYxLWJmNWYtYzZlODY3ZTk3OTFlXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY311_CR4,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BM2MyNjYxNmUtYTAwNi00MTYxLWJmNWYtYzZlODY3ZTk3OTFlXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY414_CR6,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Godfather\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0068646/?ref_=sr_i_9\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0068646/?ref_=sr_t_9\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          9. The Godfather\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1972\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 55m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 9.2\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          9.2\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Godfather\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          100\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Godfather\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Godfather\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        The aging patriarch of an organized crime dynasty transfers control of his clandestine empire to his reluctant son.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
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+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Lord of the Rings: The Fellowship of the Ring\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0120737/?ref_=sr_i_10\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
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+            "                        </a>\n",
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+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0120737/?ref_=sr_t_10\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          10. The Lord of the Rings: The Fellowship of the Ring\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2001\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 58m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.9\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.9\n",
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+            "                           2M\n",
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+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          92\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A meek Hobbit from the Shire and eight companions set out on a journey to destroy the powerful One Ring and save Middle-earth from the Dark Lord Sauron.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
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+            "                         <img alt=\"Liv Tyler, Sean Astin, Elijah Wood, Viggo Mortensen, Ian McKellen, and Andy Serkis in The Lord of the Rings: The Return of the King (2003)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNzA5ZDNlZWMtM2NhNS00NDJjLTk4NDItYTRmY2EwMWZlMTY3XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNzA5ZDNlZWMtM2NhNS00NDJjLTk4NDItYTRmY2EwMWZlMTY3XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNzA5ZDNlZWMtM2NhNS00NDJjLTk4NDItYTRmY2EwMWZlMTY3XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNzA5ZDNlZWMtM2NhNS00NDJjLTk4NDItYTRmY2EwMWZlMTY3XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
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+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
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+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0167260/?ref_=sr_t_11\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          11. The Lord of the Rings: The Return of the King\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2003\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         3h 21m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
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+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
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+            "                          9.0\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
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+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
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+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          94\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Lord of the Rings: The Return of the King\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Lord of the Rings: The Return of the King\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Gandalf and Aragorn lead the World of Men against Sauron's army to draw his gaze from Frodo and Sam as they approach Mount Doom with the One Ring.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
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+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
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+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
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+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Morgan Freeman, Gary Oldman, Christian Bale, Michael Caine, Matthew Modine, Anne Hathaway, Marion Cotillard, and Joseph Gordon-Levitt in The Dark Knight Rises (2012)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMTk4ODQzNDY3Ml5BMl5BanBnXkFtZTcwODA0NTM4Nw@@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMTk4ODQzNDY3Ml5BMl5BanBnXkFtZTcwODA0NTM4Nw@@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMTk4ODQzNDY3Ml5BMl5BanBnXkFtZTcwODA0NTM4Nw@@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMTk4ODQzNDY3Ml5BMl5BanBnXkFtZTcwODA0NTM4Nw@@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Dark Knight Rises\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt1345836/?ref_=sr_i_12\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt1345836/?ref_=sr_t_12\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          12. The Dark Knight Rises\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2012\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 44m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.4\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.4\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.8M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Dark Knight Rises\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          78\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Dark Knight Rises\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Dark Knight Rises\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </path>\n",
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+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Eight years after the Joker's reign of chaos, Batman is coerced out of exile with the assistance of the mysterious Selina Kyle in order to defend Gotham City from the vicious guerrilla terrorist Bane.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Brad Pitt and Morgan Freeman in Se7en (1995)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BOTUwODM5MTctZjczMi00OTk4LTg3NWUtNmVhMTAzNTNjYjcyXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,6,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BOTUwODM5MTctZjczMi00OTk4LTg3NWUtNmVhMTAzNTNjYjcyXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,6,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BOTUwODM5MTctZjczMi00OTk4LTg3NWUtNmVhMTAzNTNjYjcyXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX210_CR0,9,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BOTUwODM5MTctZjczMi00OTk4LTg3NWUtNmVhMTAzNTNjYjcyXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX280_CR0,12,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Se7en\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0114369/?ref_=sr_i_13\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0114369/?ref_=sr_t_13\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          13. Se7en\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1995\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 7m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.6\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.6\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.8M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Se7en\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                        Two detectives, a rookie and a veteran, hunt a serial killer who uses the seven deadly sins as his motives.\n",
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+            "                         <img alt=\"Liv Tyler, Sean Astin, Christopher Lee, Elijah Wood, Viggo Mortensen, Miranda Otto, Ian McKellen, Orlando Bloom, John Rhys-Davies, and Andy Serkis in The Lord of the Rings: The Two Towers (2002)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BZGMxZTdjZmYtMmE2Ni00ZTdkLWI5NTgtNjlmMjBiNzU2MmI5XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,5,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BZGMxZTdjZmYtMmE2Ni00ZTdkLWI5NTgtNjlmMjBiNzU2MmI5XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,5,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BZGMxZTdjZmYtMmE2Ni00ZTdkLWI5NTgtNjlmMjBiNzU2MmI5XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX210_CR0,8,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BZGMxZTdjZmYtMmE2Ni00ZTdkLWI5NTgtNjlmMjBiNzU2MmI5XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX280_CR0,11,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Lord of the Rings: The Two Towers\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0167261/?ref_=sr_i_14\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0167261/?ref_=sr_t_14\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          14. The Lord of the Rings: The Two Towers\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2002\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 59m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.8\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.8\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.8M\n",
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+            "                          </span>\n",
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+            "                         <button aria-label=\"Rate The Lord of the Rings: The Two Towers\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
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+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          87\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Lord of the Rings: The Two Towers\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Lord of the Rings: The Two Towers\">\n",
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+            "                        </svg>\n",
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+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        While Frodo and Sam edge closer to Mordor with the help of the shifty Gollum, the divided fellowship makes a stand against Sauron's new ally, Saruman, and his hordes of Isengard.\n",
+            "                       </div>\n",
+            "                      </div>\n",
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+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Leonardo DiCaprio, Jamie Foxx, and Christoph Waltz in Django Unchained (2012)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMjIyNTQ5NjQ1OV5BMl5BanBnXkFtZTcwODg1MDU4OA@@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMjIyNTQ5NjQ1OV5BMl5BanBnXkFtZTcwODg1MDU4OA@@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMjIyNTQ5NjQ1OV5BMl5BanBnXkFtZTcwODg1MDU4OA@@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMjIyNTQ5NjQ1OV5BMl5BanBnXkFtZTcwODg1MDU4OA@@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Django Unchained\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt1853728/?ref_=sr_i_15\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt1853728/?ref_=sr_t_15\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          15. Django Unchained\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2012\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 45m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
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+            "                        With the help of a German bounty-hunter, a freed slave sets out to rescue his wife from a brutal plantation owner in Mississippi.\n",
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+            "                         <img alt=\"Russell Crowe in Gladiator (2000)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMDliMmNhNDEtODUyOS00MjNlLTgxODEtN2U3NzIxMGVkZTA1L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMDliMmNhNDEtODUyOS00MjNlLTgxODEtN2U3NzIxMGVkZTA1L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMDliMmNhNDEtODUyOS00MjNlLTgxODEtN2U3NzIxMGVkZTA1L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMDliMmNhNDEtODUyOS00MjNlLTgxODEtN2U3NzIxMGVkZTA1L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
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+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0172495/?ref_=sr_t_16\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          16. Gladiator\n",
+            "                         </h3>\n",
+            "                        </a>\n",
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+            "                         2000\n",
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+            "                         2h 35m\n",
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+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
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+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.5\n",
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+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
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+            "                          67\n",
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+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A former Roman General sets out to exact vengeance against the corrupt emperor who murdered his family and sent him into slavery.\n",
+            "                       </div>\n",
+            "                      </div>\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Brad Pitt, Til Schweiger, Daniel Brühl, Mélanie Laurent, Eli Roth, Christoph Waltz, and Diane Kruger in Inglourious Basterds (2009)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BOTJiNDEzOWYtMTVjOC00ZjlmLWE0NGMtZmE1OWVmZDQ2OWJhXkEyXkFqcGdeQXVyNTIzOTk5ODM@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BOTJiNDEzOWYtMTVjOC00ZjlmLWE0NGMtZmE1OWVmZDQ2OWJhXkEyXkFqcGdeQXVyNTIzOTk5ODM@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BOTJiNDEzOWYtMTVjOC00ZjlmLWE0NGMtZmE1OWVmZDQ2OWJhXkEyXkFqcGdeQXVyNTIzOTk5ODM@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BOTJiNDEzOWYtMTVjOC00ZjlmLWE0NGMtZmE1OWVmZDQ2OWJhXkEyXkFqcGdeQXVyNTIzOTk5ODM@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Inglourious Basterds\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0361748/?ref_=sr_i_17\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
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+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0361748/?ref_=sr_t_17\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          17. Inglourious Basterds\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2009\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 33m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
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+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
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+            "                          8.4\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
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+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          69\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
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+            "                        In Nazi-occupied France during World War II, a plan to assassinate Nazi leaders by a group of Jewish U.S. soldiers coincides with a theatre owner's vengeful plans for the same.\n",
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+            "                         <img alt=\"Leonardo DiCaprio and Jonah Hill in The Wolf of Wall Street (2013)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMjIxMjgxNTk0MF5BMl5BanBnXkFtZTgwNjIyOTg2MDE@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMjIxMjgxNTk0MF5BMl5BanBnXkFtZTgwNjIyOTg2MDE@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMjIxMjgxNTk0MF5BMl5BanBnXkFtZTgwNjIyOTg2MDE@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMjIxMjgxNTk0MF5BMl5BanBnXkFtZTgwNjIyOTg2MDE@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Wolf of Wall Street\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0993846/?ref_=sr_i_18\">\n",
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+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0993846/?ref_=sr_t_18\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          18. The Wolf of Wall Street\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2013\n",
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+            "                         3h\n",
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+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
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+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.2\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.2\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          75\n",
+            "                         </span>\n",
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+            "                          Metascore\n",
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+            "                        </span>\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Based on the true story of Jordan Belfort, from his rise to a wealthy stock-broker living the high life to his fall involving crime, corruption and the federal government.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
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+            "                         <img alt=\"Christian Bale in Batman Begins (2005)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BOTY4YjI2N2MtYmFlMC00ZjcyLTg3YjEtMDQyM2ZjYzQ5YWFkXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY207_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BOTY4YjI2N2MtYmFlMC00ZjcyLTg3YjEtMDQyM2ZjYzQ5YWFkXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY207_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BOTY4YjI2N2MtYmFlMC00ZjcyLTg3YjEtMDQyM2ZjYzQ5YWFkXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY311_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BOTY4YjI2N2MtYmFlMC00ZjcyLTg3YjEtMDQyM2ZjYzQ5YWFkXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UY414_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Batman Begins\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0372784/?ref_=sr_i_19\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
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+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0372784/?ref_=sr_t_19\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          19. Batman Begins\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2005\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 20m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
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+            "                          8.2\n",
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+            "                         <button aria-label=\"Rate Batman Begins\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                          70\n",
+            "                         </span>\n",
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+            "                          Metascore\n",
+            "                         </span>\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        After witnessing his parents' death, Bruce learns the art of fighting to confront injustice. When he returns to Gotham as Batman, he must stop a secret society that intends to destroy the city.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
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+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Jodie Foster in The Silence of the Lambs (1991)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNjNhZTk0ZmEtNjJhMi00YzFlLWE1MmEtYzM1M2ZmMGMwMTU4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY207_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNjNhZTk0ZmEtNjJhMi00YzFlLWE1MmEtYzM1M2ZmMGMwMTU4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY207_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNjNhZTk0ZmEtNjJhMi00YzFlLWE1MmEtYzM1M2ZmMGMwMTU4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY311_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNjNhZTk0ZmEtNjJhMi00YzFlLWE1MmEtYzM1M2ZmMGMwMTU4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY414_CR1,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Silence of the Lambs\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0102926/?ref_=sr_i_20\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0102926/?ref_=sr_t_20\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          20. The Silence of the Lambs\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1991\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 58m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.6\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          </svg>\n",
+            "                          8.6\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.5M\n",
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+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Silence of the Lambs\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          86\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Silence of the Lambs\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Silence of the Lambs\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </path>\n",
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+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A young F.B.I. cadet must receive the help of an incarcerated and manipulative cannibal killer to help catch another serial killer, a madman who skins his victims.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
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+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
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+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Tom Hanks, Matt Damon, Tom Sizemore, and Edward Burns in Saving Private Ryan (1998)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BZjhkMDM4MWItZTVjOC00ZDRhLThmYTAtM2I5NzBmNmNlMzI1XkEyXkFqcGdeQXVyNDYyMDk5MTU@._V1_QL75_UY207_CR1,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BZjhkMDM4MWItZTVjOC00ZDRhLThmYTAtM2I5NzBmNmNlMzI1XkEyXkFqcGdeQXVyNDYyMDk5MTU@._V1_QL75_UY207_CR1,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BZjhkMDM4MWItZTVjOC00ZDRhLThmYTAtM2I5NzBmNmNlMzI1XkEyXkFqcGdeQXVyNDYyMDk5MTU@._V1_QL75_UY311_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BZjhkMDM4MWItZTVjOC00ZDRhLThmYTAtM2I5NzBmNmNlMzI1XkEyXkFqcGdeQXVyNDYyMDk5MTU@._V1_QL75_UY414_CR1,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Saving Private Ryan\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0120815/?ref_=sr_i_21\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0120815/?ref_=sr_t_21\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          21. Saving Private Ryan\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1998\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 49m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.6\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.6\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.5M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Saving Private Ryan\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          91\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Saving Private Ryan\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Saving Private Ryan\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Following the Normandy Landings, a group of U.S. soldiers go behind enemy lines to retrieve a paratrooper whose brothers have been killed in action.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Joaquin Phoenix in Joker (2019)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNGVjNWI4ZGUtNzE0MS00YTJmLWE0ZDctN2ZiYTk2YmI3NTYyXkEyXkFqcGdeQXVyMTkxNjUyNQ@@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNGVjNWI4ZGUtNzE0MS00YTJmLWE0ZDctN2ZiYTk2YmI3NTYyXkEyXkFqcGdeQXVyMTkxNjUyNQ@@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNGVjNWI4ZGUtNzE0MS00YTJmLWE0ZDctN2ZiYTk2YmI3NTYyXkEyXkFqcGdeQXVyMTkxNjUyNQ@@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNGVjNWI4ZGUtNzE0MS00YTJmLWE0ZDctN2ZiYTk2YmI3NTYyXkEyXkFqcGdeQXVyMTkxNjUyNQ@@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Joker\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt7286456/?ref_=sr_i_22\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt7286456/?ref_=sr_t_22\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          22. Joker\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2019\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 2m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.4\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.4\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.5M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Joker\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#BB8A00\">\n",
+            "                          59\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Joker\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Joker\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </path>\n",
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+            "                        During the 1980s, a failed stand-up comedian is driven insane and turns to a life of crime and chaos in Gotham City while becoming an infamous psychopathic crime figure.\n",
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+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Samuel L. Jackson, Robert Downey Jr., Lou Ferrigno, Chris Evans, Scarlett Johansson, Jeremy Renner, Mark Ruffalo, and Chris Hemsworth in The Avengers (2012)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNDYxNjQyMjAtNTdiOS00NGYwLWFmNTAtNThmYjU5ZGI2YTI1XkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNDYxNjQyMjAtNTdiOS00NGYwLWFmNTAtNThmYjU5ZGI2YTI1XkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNDYxNjQyMjAtNTdiOS00NGYwLWFmNTAtNThmYjU5ZGI2YTI1XkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNDYxNjQyMjAtNTdiOS00NGYwLWFmNTAtNThmYjU5ZGI2YTI1XkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Avengers\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0848228/?ref_=sr_i_23\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0848228/?ref_=sr_t_23\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          23. The Avengers\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2012\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 23m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.0\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.0\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.5M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Avengers\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          69\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Avengers\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Avengers\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </path>\n",
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+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
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+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Earth's mightiest heroes must come together and learn to fight as a team if they are going to stop the mischievous Loki and his alien army from enslaving humanity.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
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+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
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+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                            </circle>\n",
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+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Leonardo DiCaprio in Shutter Island (2010)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BYzhiNDkyNzktNTZmYS00ZTBkLTk2MDAtM2U0YjU1MzgxZjgzXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BYzhiNDkyNzktNTZmYS00ZTBkLTk2MDAtM2U0YjU1MzgxZjgzXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BYzhiNDkyNzktNTZmYS00ZTBkLTk2MDAtM2U0YjU1MzgxZjgzXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BYzhiNDkyNzktNTZmYS00ZTBkLTk2MDAtM2U0YjU1MzgxZjgzXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Shutter Island\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt1130884/?ref_=sr_i_24\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt1130884/?ref_=sr_t_24\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          24. Shutter Island\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2010\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 18m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.2\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.2\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.5M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Shutter Island\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          63\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Shutter Island\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Shutter Island\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Teddy Daniels and Chuck Aule, two US marshals, are sent to an asylum on a remote island in order to investigate the disappearance of a patient, where Teddy uncovers a shocking truth about the place.\n",
+            "                       </div>\n",
+            "                      </div>\n",
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+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Anthony Daniels, Carrie Fisher, Mark Hamill, James Earl Jones, David Prowse, and Kenny Baker in Star Wars: Episode IV - A New Hope (1977)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BOTA5NjhiOTAtZWM0ZC00MWNhLThiMzEtZDFkOTk2OTU1ZDJkXkEyXkFqcGdeQXVyMTA4NDI1NTQx._V1_QL75_UX140_CR0,3,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BOTA5NjhiOTAtZWM0ZC00MWNhLThiMzEtZDFkOTk2OTU1ZDJkXkEyXkFqcGdeQXVyMTA4NDI1NTQx._V1_QL75_UX140_CR0,3,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BOTA5NjhiOTAtZWM0ZC00MWNhLThiMzEtZDFkOTk2OTU1ZDJkXkEyXkFqcGdeQXVyMTA4NDI1NTQx._V1_QL75_UX210_CR0,5,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BOTA5NjhiOTAtZWM0ZC00MWNhLThiMzEtZDFkOTk2OTU1ZDJkXkEyXkFqcGdeQXVyMTA4NDI1NTQx._V1_QL75_UX280_CR0,7,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Star Wars: Episode IV - A New Hope\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0076759/?ref_=sr_i_25\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0076759/?ref_=sr_t_25\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          25. Star Wars: Episode IV - A New Hope\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1977\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 1m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.6\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.6\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.4M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Star Wars: Episode IV - A New Hope\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          90\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Star Wars: Episode IV - A New Hope\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Star Wars: Episode IV - A New Hope\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Luke Skywalker joins forces with a Jedi Knight, a cocky pilot, a Wookiee and two droids to save the galaxy from the Empire's world-destroying battle station, while also attempting to rescue Princess Leia from the mysterious Darth Vader.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
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+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Schindler's List (1993)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNDE4OTMxMTctNmRhYy00NWE2LTg3YzItYTk3M2UwOTU5Njg4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNDE4OTMxMTctNmRhYy00NWE2LTg3YzItYTk3M2UwOTU5Njg4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNDE4OTMxMTctNmRhYy00NWE2LTg3YzItYTk3M2UwOTU5Njg4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX210_CR0,2,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNDE4OTMxMTctNmRhYy00NWE2LTg3YzItYTk3M2UwOTU5Njg4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX280_CR0,3,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Schindler's List\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0108052/?ref_=sr_i_26\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0108052/?ref_=sr_t_26\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          26. Schindler's List\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1993\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         3h 15m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 9.0\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          9.0\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.4M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Schindler's List\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          95\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
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+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                        </svg>\n",
+            "                       </button>\n",
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+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        In German-occupied Poland during World War II, industrialist Oskar Schindler gradually becomes concerned for his Jewish workforce after witnessing their persecution by the Nazis.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
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+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Christian Bale, Hugh Jackman, and Scarlett Johansson in The Prestige (2006)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMjA4NDI0MTIxNF5BMl5BanBnXkFtZTYwNTM0MzY2._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMjA4NDI0MTIxNF5BMl5BanBnXkFtZTYwNTM0MzY2._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMjA4NDI0MTIxNF5BMl5BanBnXkFtZTYwNTM0MzY2._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMjA4NDI0MTIxNF5BMl5BanBnXkFtZTYwNTM0MzY2._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Prestige\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0482571/?ref_=sr_i_27\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0482571/?ref_=sr_t_27\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          27. The Prestige\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2006\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 10m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.5\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.5\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.4M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Prestige\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          66\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Prestige\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Prestige\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        After a tragic accident, two stage magicians in 1890s London engage in a battle to create the ultimate illusion while sacrificing everything they have to outwit each other.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Leonardo DiCaprio, Jack Nicholson, and Matt Damon in The Departed (2006)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMTI1MTY2OTIxNV5BMl5BanBnXkFtZTYwNjQ4NjY3._V1_QL75_UY207_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMTI1MTY2OTIxNV5BMl5BanBnXkFtZTYwNjQ4NjY3._V1_QL75_UY207_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMTI1MTY2OTIxNV5BMl5BanBnXkFtZTYwNjQ4NjY3._V1_QL75_UY311_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMTI1MTY2OTIxNV5BMl5BanBnXkFtZTYwNjQ4NjY3._V1_QL75_UY414_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Departed\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0407887/?ref_=sr_i_28\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0407887/?ref_=sr_t_28\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          28. The Departed\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2006\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 31m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.5\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.5\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.4M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Departed\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          85\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Departed\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Departed\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        An undercover cop and a mole in the police attempt to identify each other while infiltrating an Irish gang in South Boston.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Movie Poster\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMTUxMzQyNjA5MF5BMl5BanBnXkFtZTYwOTU2NTY3._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMTUxMzQyNjA5MF5BMl5BanBnXkFtZTYwOTU2NTY3._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMTUxMzQyNjA5MF5BMl5BanBnXkFtZTYwOTU2NTY3._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMTUxMzQyNjA5MF5BMl5BanBnXkFtZTYwOTU2NTY3._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Green Mile\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0120689/?ref_=sr_i_29\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0120689/?ref_=sr_t_29\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          29. The Green Mile\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1999\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         3h 9m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.6\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.6\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.4M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Green Mile\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          61\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Green Mile\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Green Mile\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A tale set on death row, where gentle giant John Coffey possesses the mysterious power to heal people's ailments. When the lead guard, Paul Edgecombe, recognizes John's gift, he tries to help stave off the condemned man's execution.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Zoe Saldana and Sam Worthington in Avatar (2009)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BZDA0OGQxNTItMDZkMC00N2UyLTg3MzMtYTJmNjg3Nzk5MzRiXkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UY207_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BZDA0OGQxNTItMDZkMC00N2UyLTg3MzMtYTJmNjg3Nzk5MzRiXkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UY207_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BZDA0OGQxNTItMDZkMC00N2UyLTg3MzMtYTJmNjg3Nzk5MzRiXkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UY311_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BZDA0OGQxNTItMDZkMC00N2UyLTg3MzMtYTJmNjg3Nzk5MzRiXkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UY414_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Avatar\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0499549/?ref_=sr_i_30\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0499549/?ref_=sr_t_30\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          30. Avatar\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2009\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 42m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 7.9\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          7.9\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
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+            "                           1.4M\n",
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+            "                         <button aria-label=\"Rate Avatar\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                            Rate\n",
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+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          83\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
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+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A paraplegic Marine dispatched to the moon Pandora on a unique mission becomes torn between following his orders and protecting the world he feels is his home.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
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+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         <img alt=\"Harrison Ford, Anthony Daniels, Carrie Fisher, Mark Hamill, James Earl Jones, David Prowse, Kenny Baker, and Peter Mayhew in Star Wars: Episode V - The Empire Strikes Back (1980)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BYmU1NDRjNDgtMzhiMi00NjZmLTg5NGItZDNiZjU5NTU4OTE0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,5,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BYmU1NDRjNDgtMzhiMi00NjZmLTg5NGItZDNiZjU5NTU4OTE0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,5,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BYmU1NDRjNDgtMzhiMi00NjZmLTg5NGItZDNiZjU5NTU4OTE0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX210_CR0,8,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BYmU1NDRjNDgtMzhiMi00NjZmLTg5NGItZDNiZjU5NTU4OTE0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX280_CR0,11,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Star Wars: Episode V - The Empire Strikes Back\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0080684/?ref_=sr_i_31\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0080684/?ref_=sr_t_31\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          31. Star Wars: Episode V - The Empire Strikes Back\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1980\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 4m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.7\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.7\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.4M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Star Wars: Episode V - The Empire Strikes Back\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          82\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Star Wars: Episode V - The Empire Strikes Back\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Star Wars: Episode V - The Empire Strikes Back\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        After the Rebels are overpowered by the Empire, Luke Skywalker begins his Jedi training with Yoda, while his friends are pursued across the galaxy by Darth Vader and bounty hunter Boba Fett.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Al Pacino in The Godfather Part II (1974)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMWMwMGQzZTItY2JlNC00OWZiLWIyMDctNDk2ZDQ2YjRjMWQ0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY207_CR3,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMWMwMGQzZTItY2JlNC00OWZiLWIyMDctNDk2ZDQ2YjRjMWQ0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY207_CR3,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMWMwMGQzZTItY2JlNC00OWZiLWIyMDctNDk2ZDQ2YjRjMWQ0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY311_CR4,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMWMwMGQzZTItY2JlNC00OWZiLWIyMDctNDk2ZDQ2YjRjMWQ0XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UY414_CR6,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Godfather Part II\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0071562/?ref_=sr_i_32\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0071562/?ref_=sr_t_32\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          32. The Godfather Part II\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1974\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         3h 22m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 9.0\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          9.0\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.4M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Godfather Part II\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          90\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Godfather Part II\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Godfather Part II\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        The early life and career of Vito Corleone in 1920s New York City is portrayed, while his son, Michael, expands and tightens his grip on the family crime syndicate.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-shadow\" points=\"24 31.7728343 24 33.7728343 12.2436611 28.2926049 0 34 0 32 12.2436611 26.2926049\">\n",
+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Guy Pearce and Carrie-Anne Moss in Memento (2000)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BZTcyNjk1MjgtOWI3Mi00YzQwLWI5MTktMzY4ZmI2NDAyNzYzXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY207_CR1,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BZTcyNjk1MjgtOWI3Mi00YzQwLWI5MTktMzY4ZmI2NDAyNzYzXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY207_CR1,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BZTcyNjk1MjgtOWI3Mi00YzQwLWI5MTktMzY4ZmI2NDAyNzYzXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY311_CR1,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BZTcyNjk1MjgtOWI3Mi00YzQwLWI5MTktMzY4ZmI2NDAyNzYzXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UY414_CR1,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Memento\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0209144/?ref_=sr_i_33\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0209144/?ref_=sr_t_33\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          33. Memento\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2000\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 53m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.4\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.4\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.3M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Memento\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          83\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Memento\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Memento\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A man with short-term memory loss attempts to track down his wife's murderer.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
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+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Michael J. Fox in Back to the Future (1985)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BZmU0M2Y1OGUtZjIxNi00ZjBkLTg1MjgtOWIyNThiZWIwYjRiXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UX140_CR0,5,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BZmU0M2Y1OGUtZjIxNi00ZjBkLTg1MjgtOWIyNThiZWIwYjRiXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UX140_CR0,5,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BZmU0M2Y1OGUtZjIxNi00ZjBkLTg1MjgtOWIyNThiZWIwYjRiXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UX210_CR0,8,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BZmU0M2Y1OGUtZjIxNi00ZjBkLTg1MjgtOWIyNThiZWIwYjRiXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_QL75_UX280_CR0,10,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Back to the Future\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0088763/?ref_=sr_i_34\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0088763/?ref_=sr_t_34\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          34. Back to the Future\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1985\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 56m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.5\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.5\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.3M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Back to the Future\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          87\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Back to the Future\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Back to the Future\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Marty McFly, a 17-year-old high school student, is accidentally sent 30 years into the past in a time-traveling DeLorean invented by his close friend, the maverick scientist Doc Brown.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-shadow\" points=\"24 31.7728343 24 33.7728343 12.2436611 28.2926049 0 34 0 32 12.2436611 26.2926049\">\n",
+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Leonardo DiCaprio, Kate Winslet, Billy Zane, Kathy Bates, Gloria Stuart, and Frances Fisher in Titanic (1997)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMDdmZGU3NDQtY2E5My00ZTliLWIzOTUtMTY4ZGI1YjdiNjk3XkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMDdmZGU3NDQtY2E5My00ZTliLWIzOTUtMTY4ZGI1YjdiNjk3XkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMDdmZGU3NDQtY2E5My00ZTliLWIzOTUtMTY4ZGI1YjdiNjk3XkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMDdmZGU3NDQtY2E5My00ZTliLWIzOTUtMTY4ZGI1YjdiNjk3XkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_QL75_UX280_CR0,1,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Titanic\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0120338/?ref_=sr_i_35\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0120338/?ref_=sr_t_35\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          35. Titanic\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1997\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         3h 14m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 7.9\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          7.9\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.3M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Titanic\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          75\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Titanic\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Titanic\">\n",
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+            "                        A seventeen-year-old aristocrat falls in love with a kind but poor artist aboard the luxurious, ill-fated R.M.S. Titanic.\n",
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+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Vin Diesel, Bradley Cooper, Chris Pratt, Zoe Saldana, and Dave Bautista in Guardians of the Galaxy (2014)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNDIzMTk4NDYtMjg5OS00ZGI0LWJhZDYtMzdmZGY1YWU5ZGNkXkEyXkFqcGdeQXVyMTI5NzUyMTIz._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNDIzMTk4NDYtMjg5OS00ZGI0LWJhZDYtMzdmZGY1YWU5ZGNkXkEyXkFqcGdeQXVyMTI5NzUyMTIz._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNDIzMTk4NDYtMjg5OS00ZGI0LWJhZDYtMzdmZGY1YWU5ZGNkXkEyXkFqcGdeQXVyMTI5NzUyMTIz._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNDIzMTk4NDYtMjg5OS00ZGI0LWJhZDYtMzdmZGY1YWU5ZGNkXkEyXkFqcGdeQXVyMTI5NzUyMTIz._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Guardians of the Galaxy\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt2015381/?ref_=sr_i_36\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt2015381/?ref_=sr_t_36\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          36. Guardians of the Galaxy\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2014\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 1m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.0\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.0\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.3M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Guardians of the Galaxy\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          76\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Guardians of the Galaxy\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Guardians of the Galaxy\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </path>\n",
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+            "                        </svg>\n",
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+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A group of intergalactic criminals must pull together to stop a fanatical warrior with plans to purge the universe.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
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+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
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+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Don Cheadle, Robert Downey Jr., Josh Brolin, Bradley Cooper, Chris Evans, Sean Gunn, Scarlett Johansson, Brie Larson, Jeremy Renner, Paul Rudd, Mark Ruffalo, Chris Hemsworth, Danai Gurira, and Karen Gillan in Avengers: Endgame (2019)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMTc5MDE2ODcwNV5BMl5BanBnXkFtZTgwMzI2NzQ2NzM@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMTc5MDE2ODcwNV5BMl5BanBnXkFtZTgwMzI2NzQ2NzM@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMTc5MDE2ODcwNV5BMl5BanBnXkFtZTgwMzI2NzQ2NzM@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMTc5MDE2ODcwNV5BMl5BanBnXkFtZTgwMzI2NzQ2NzM@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Avengers: Endgame\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt4154796/?ref_=sr_i_37\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt4154796/?ref_=sr_t_37\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          37. Avengers: Endgame\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2019\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         3h 1m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.4\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.4\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                           1.3M\n",
+            "                           <!-- -->\n",
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+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Avengers: Endgame\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          78\n",
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+            "                          Metascore\n",
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+            "                        </span>\n",
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+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Avengers: Endgame\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Avengers: Endgame\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        After the devastating events of Avengers: Infinity War (2018), the universe is in ruins. With the help of remaining allies, the Avengers assemble once more in order to reverse Thanos' actions and restore balance to the universe.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
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+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
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+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Robert De Niro, Ray Liotta, and Joe Pesci in Goodfellas (1990)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BY2NkZjEzMDgtN2RjYy00YzM1LWI4ZmQtMjIwYjFjNmI3ZGEwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BY2NkZjEzMDgtN2RjYy00YzM1LWI4ZmQtMjIwYjFjNmI3ZGEwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BY2NkZjEzMDgtN2RjYy00YzM1LWI4ZmQtMjIwYjFjNmI3ZGEwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX210_CR0,2,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BY2NkZjEzMDgtN2RjYy00YzM1LWI4ZmQtMjIwYjFjNmI3ZGEwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX280_CR0,2,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Goodfellas\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0099685/?ref_=sr_i_38\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0099685/?ref_=sr_t_38\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          38. Goodfellas\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1990\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 25m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.7\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.7\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.3M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Goodfellas\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          92\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Goodfellas\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Goodfellas\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        The story of Henry Hill and his life in the mafia, covering his relationship with his wife Karen and his mob partners Jimmy Conway and Tommy DeVito.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
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+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
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+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Natalie Portman and Jean Reno in Léon: The Professional (1994)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BOTgyMWQ0ZWUtN2Q2MS00NmY0LWI3OWMtNjFkMzZlNDZjNTk0XkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BOTgyMWQ0ZWUtN2Q2MS00NmY0LWI3OWMtNjFkMzZlNDZjNTk0XkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BOTgyMWQ0ZWUtN2Q2MS00NmY0LWI3OWMtNjFkMzZlNDZjNTk0XkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BOTgyMWQ0ZWUtN2Q2MS00NmY0LWI3OWMtNjFkMzZlNDZjNTk0XkEyXkFqcGdeQXVyMjUzOTY1NTc@._V1_QL75_UX280_CR0,2,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Léon: The Professional\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0110413/?ref_=sr_i_39\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0110413/?ref_=sr_t_39\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          39. Léon: The Professional\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1994\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 50m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.5\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.5\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Léon: The Professional\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          64\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Léon: The Professional\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Léon: The Professional\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        12-year-old Mathilda is reluctantly taken in by Léon, a professional assassin, after her family is murdered. An unusual relationship forms as she becomes his protégée and learns the assassin's trade.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
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+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
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+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
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+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Kevin Spacey, Thora Birch, Mena Suvari, and Wes Bentley in American Beauty (1999)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNTBmZWJkNjctNDhiNC00MGE2LWEwOTctZTk5OGVhMWMyNmVhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNTBmZWJkNjctNDhiNC00MGE2LWEwOTctZTk5OGVhMWMyNmVhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNTBmZWJkNjctNDhiNC00MGE2LWEwOTctZTk5OGVhMWMyNmVhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNTBmZWJkNjctNDhiNC00MGE2LWEwOTctZTk5OGVhMWMyNmVhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for American Beauty\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0169547/?ref_=sr_i_40\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0169547/?ref_=sr_t_40\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          40. American Beauty\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1999\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 2m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.3\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.3\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate American Beauty\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          84\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about American Beauty\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about American Beauty\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </path>\n",
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+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A sexually frustrated suburban father has a mid-life crisis after becoming infatuated with his daughter's best friend.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Johnny Depp, Geoffrey Rush, Orlando Bloom, and Keira Knightley in Pirates of the Caribbean: The Curse of the Black Pearl (2003)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNGYyZGM5MGMtYTY2Ni00M2Y1LWIzNjQtYWUzM2VlNGVhMDNhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNGYyZGM5MGMtYTY2Ni00M2Y1LWIzNjQtYWUzM2VlNGVhMDNhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNGYyZGM5MGMtYTY2Ni00M2Y1LWIzNjQtYWUzM2VlNGVhMDNhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNGYyZGM5MGMtYTY2Ni00M2Y1LWIzNjQtYWUzM2VlNGVhMDNhXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_QL75_UX280_CR0,1,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Pirates of the Caribbean: The Curse of the Black Pearl\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0325980/?ref_=sr_i_41\">\n",
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+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0325980/?ref_=sr_t_41\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          41. Pirates of the Caribbean: The Curse of the Black Pearl\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2003\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 23m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
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+            "                          63\n",
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+            "                          Metascore\n",
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+            "                        Blacksmith Will Turner teams up with eccentric pirate \"Captain\" Jack Sparrow to save his love, the governor's daughter, from Jack's former pirate allies, who are now undead.\n",
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+            "                         <img alt=\"Don Cheadle, Robert Downey Jr., Josh Brolin, Vin Diesel, Paul Bettany, Bradley Cooper, Chris Evans, Sean Gunn, Scarlett Johansson, Elizabeth Olsen, Chris Pratt, Mark Ruffalo, Zoe Saldana, Benedict Wong, Terry Notary, Anthony Mackie, Chris Hemsworth, Dave Bautista, Benedict Cumberbatch, Chadwick Boseman, Sebastian Stan, Danai Gurira, Karen Gillan, Pom Klementieff, Letitia Wright, and Tom Holland in Avengers: Infinity War (2018)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMjMxNjY2MDU1OV5BMl5BanBnXkFtZTgwNzY1MTUwNTM@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMjMxNjY2MDU1OV5BMl5BanBnXkFtZTgwNzY1MTUwNTM@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMjMxNjY2MDU1OV5BMl5BanBnXkFtZTgwNzY1MTUwNTM@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMjMxNjY2MDU1OV5BMl5BanBnXkFtZTgwNzY1MTUwNTM@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Avengers: Infinity War\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt4154756/?ref_=sr_i_42\">\n",
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+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt4154756/?ref_=sr_t_42\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          42. Avengers: Infinity War\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2018\n",
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+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 29m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG-13\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.4\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.4\n",
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+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          68\n",
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+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
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+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
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+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        The Avengers and their allies must be willing to sacrifice all in an attempt to defeat the powerful Thanos before his blitz of devastation and ruin puts an end to the universe.\n",
+            "                       </div>\n",
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+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"WALL·E (2008)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMjExMTg5OTU0NF5BMl5BanBnXkFtZTcwMjMxMzMzMw@@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMjExMTg5OTU0NF5BMl5BanBnXkFtZTcwMjMxMzMzMw@@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMjExMTg5OTU0NF5BMl5BanBnXkFtZTcwMjMxMzMzMw@@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMjExMTg5OTU0NF5BMl5BanBnXkFtZTcwMjMxMzMzMw@@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for WALL·E\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0910970/?ref_=sr_i_43\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0910970/?ref_=sr_t_43\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          43. WALL·E\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2008\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 38m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         G\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.4\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.4\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate WALL·E\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          95\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about WALL·E\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about WALL·E\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        In the distant future, a small waste-collecting robot inadvertently embarks on a space journey that will ultimately decide the fate of mankind.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\">\n",
+            "                          </polygon>\n",
+            "                          <polygon class=\"ipc-watchlist-ribbon__bg-shadow\" points=\"24 31.7728343 24 33.7728343 12.2436611 28.2926049 0 34 0 32 12.2436611 26.2926049\">\n",
+            "                          </polygon>\n",
+            "                         </svg>\n",
+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
+            "                          <svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <g class=\"ipc-loader__container\" fill=\"currentColor\">\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Jim Carrey in The Truman Show (1998)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMDIzODcyY2EtMmY2MC00ZWVlLTgwMzAtMjQwOWUyNmJjNTYyXkEyXkFqcGdeQXVyNDk3NzU2MTQ@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMDIzODcyY2EtMmY2MC00ZWVlLTgwMzAtMjQwOWUyNmJjNTYyXkEyXkFqcGdeQXVyNDk3NzU2MTQ@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMDIzODcyY2EtMmY2MC00ZWVlLTgwMzAtMjQwOWUyNmJjNTYyXkEyXkFqcGdeQXVyNDk3NzU2MTQ@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMDIzODcyY2EtMmY2MC00ZWVlLTgwMzAtMjQwOWUyNmJjNTYyXkEyXkFqcGdeQXVyNDk3NzU2MTQ@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Truman Show\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0120382/?ref_=sr_i_44\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0120382/?ref_=sr_t_44\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          44. The Truman Show\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1998\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 43m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         PG\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.2\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.2\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate The Truman Show\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
+            "                           <svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                            <path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\">\n",
+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          90\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Truman Show\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Truman Show\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
+            "                         </path>\n",
+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        An insurance salesman discovers his whole life is actually a reality TV show.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
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+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Uma Thurman in Kill Bill: Vol. 1 (2003)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNzM3NDFhYTAtYmU5Mi00NGRmLTljYjgtMDkyODQ4MjNkMGY2XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNzM3NDFhYTAtYmU5Mi00NGRmLTljYjgtMDkyODQ4MjNkMGY2XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNzM3NDFhYTAtYmU5Mi00NGRmLTljYjgtMDkyODQ4MjNkMGY2XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX210_CR0,2,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNzM3NDFhYTAtYmU5Mi00NGRmLTljYjgtMDkyODQ4MjNkMGY2XkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_QL75_UX280_CR0,3,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Kill Bill: Vol. 1\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0266697/?ref_=sr_i_45\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0266697/?ref_=sr_t_45\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          45. Kill Bill: Vol. 1\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2003\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 51m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.2\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.2\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Kill Bill: Vol. 1\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          69\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Kill Bill: Vol. 1\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Kill Bill: Vol. 1\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        After awakening from a four-year coma, a former assassin wreaks vengeance on the team of assassins who betrayed her.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
+            "                 </li>\n",
+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
+            "                    </span>\n",
+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\">\n",
+            "                            </circle>\n",
+            "                            <circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\">\n",
+            "                            </circle>\n",
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+            "                            </circle>\n",
+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Edward Norton in American History X (1998)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BZTJhN2FkYWEtMGI0My00YWM4LWI2MjAtM2UwNjY4MTI2ZTQyXkEyXkFqcGdeQXVyNjc3MjQzNTI@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BZTJhN2FkYWEtMGI0My00YWM4LWI2MjAtM2UwNjY4MTI2ZTQyXkEyXkFqcGdeQXVyNjc3MjQzNTI@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BZTJhN2FkYWEtMGI0My00YWM4LWI2MjAtM2UwNjY4MTI2ZTQyXkEyXkFqcGdeQXVyNjc3MjQzNTI@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BZTJhN2FkYWEtMGI0My00YWM4LWI2MjAtM2UwNjY4MTI2ZTQyXkEyXkFqcGdeQXVyNjc3MjQzNTI@._V1_QL75_UX280_CR0,1,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for American History X\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0120586/?ref_=sr_i_46\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0120586/?ref_=sr_t_46\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          46. American History X\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1998\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 59m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.5\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.5\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate American History X\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
+            "                          <span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          62\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about American History X\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about American History X\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        Living a life marked by violence, neo-Nazi Derek finally goes to prison after killing two black youths. Upon his release, Derek vows to change; he hopes to prevent his brother, Danny, who idolizes Derek, from following in his footsteps.\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Natalie Portman and Hugo Weaving in V for Vendetta (2005)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BOTI5ODc3NzExNV5BMl5BanBnXkFtZTcwNzYxNzQzMw@@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BOTI5ODc3NzExNV5BMl5BanBnXkFtZTcwNzYxNzQzMw@@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BOTI5ODc3NzExNV5BMl5BanBnXkFtZTcwNzYxNzQzMw@@._V1_QL75_UX210_CR0,0,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BOTI5ODc3NzExNV5BMl5BanBnXkFtZTcwNzYxNzQzMw@@._V1_QL75_UX280_CR0,0,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for V for Vendetta\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0434409/?ref_=sr_i_47\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0434409/?ref_=sr_t_47\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          47. V for Vendetta\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2005\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 12m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.2\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.2\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate V for Vendetta\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          62\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about V for Vendetta\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about V for Vendetta\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                        </svg>\n",
+            "                       </button>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        In a future British dystopian society, a shadowy freedom fighter, known only by the alias of \"V\", plots to overthrow the tyrannical government - with the help of a young woman.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
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+            "                   <div class=\"ipc-metadata-list-summary-item__tc\">\n",
+            "                    <span aria-disabled=\"false\" class=\"ipc-metadata-list-summary-item__t\">\n",
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+            "                    <div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\">\n",
+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                            </circle>\n",
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+            "                           </g>\n",
+            "                          </svg>\n",
+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Arnold Schwarzenegger in Terminator 2: Judgment Day (1991)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BMGU2NzRmZjUtOGUxYS00ZjdjLWEwZWItY2NlM2JhNjkxNTFmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BMGU2NzRmZjUtOGUxYS00ZjdjLWEwZWItY2NlM2JhNjkxNTFmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BMGU2NzRmZjUtOGUxYS00ZjdjLWEwZWItY2NlM2JhNjkxNTFmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BMGU2NzRmZjUtOGUxYS00ZjdjLWEwZWItY2NlM2JhNjkxNTFmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX280_CR0,1,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for Terminator 2: Judgment Day\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0103064/?ref_=sr_i_48\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0103064/?ref_=sr_t_48\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          48. Terminator 2: Judgment Day\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1991\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         2h 17m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.6\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                           </path>\n",
+            "                          </svg>\n",
+            "                          8.6\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
+            "                           <!-- -->\n",
+            "                           1.2M\n",
+            "                           <!-- -->\n",
+            "                           )\n",
+            "                          </span>\n",
+            "                         </span>\n",
+            "                         <button aria-label=\"Rate Terminator 2: Judgment Day\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          75\n",
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+            "                          Metascore\n",
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+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about Terminator 2: Judgment Day\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about Terminator 2: Judgment Day\">\n",
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+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        A cyborg, identical to the one who failed to kill Sarah Connor, must now protect her ten year old son John from an even more advanced and powerful cyborg.\n",
+            "                       </div>\n",
+            "                      </div>\n",
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+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
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+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Kevin Spacey, Stephen Baldwin, Gabriel Byrne, Benicio Del Toro, and Kevin Pollak in The Usual Suspects (1995)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BYTViNjMyNmUtNDFkNC00ZDRlLThmMDUtZDU2YWE4NGI2ZjVmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BYTViNjMyNmUtNDFkNC00ZDRlLThmMDUtZDU2YWE4NGI2ZjVmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BYTViNjMyNmUtNDFkNC00ZDRlLThmMDUtZDU2YWE4NGI2ZjVmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BYTViNjMyNmUtNDFkNC00ZDRlLThmMDUtZDU2YWE4NGI2ZjVmXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_QL75_UX280_CR0,2,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Usual Suspects\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0114814/?ref_=sr_i_49\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
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+            "                        </a>\n",
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+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0114814/?ref_=sr_t_49\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          49. The Usual Suspects\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1995\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 46m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         R\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.5\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
+            "                          <svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                          8.5\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                           1.1M\n",
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+            "                         <button aria-label=\"Rate The Usual Suspects\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          76\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Usual Suspects\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Usual Suspects\">\n",
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+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
+            "                       <div class=\"ipc-html-content-inner-div\">\n",
+            "                        The sole survivor of a pier shoot-out tells the story of how a notorious criminal influenced the events that began with five criminals meeting in a seemingly random police lineup.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
+            "                    </div>\n",
+            "                   </div>\n",
+            "                  </div>\n",
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+            "                 <li class=\"ipc-metadata-list-summary-item\">\n",
+            "                  <div class=\"ipc-metadata-list-summary-item__c\">\n",
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+            "                     <div class=\"sc-ab6fa25a-2 gOsifL\">\n",
+            "                      <div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\">\n",
+            "                       <div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\">\n",
+            "                        <div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\">\n",
+            "                         <svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "                         <div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\">\n",
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+            "                         </div>\n",
+            "                        </div>\n",
+            "                        <div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\">\n",
+            "                         <img alt=\"Matthew Broderick in The Lion King (1994)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BYTYxNGMyZTYtMjE3MS00MzNjLWFjNmYtMDk3N2FmM2JiM2M1XkEyXkFqcGdeQXVyNjY5NDU4NzI@._V1_QL75_UX140_CR0,0,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BYTYxNGMyZTYtMjE3MS00MzNjLWFjNmYtMDk3N2FmM2JiM2M1XkEyXkFqcGdeQXVyNjY5NDU4NzI@._V1_QL75_UX140_CR0,0,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BYTYxNGMyZTYtMjE3MS00MzNjLWFjNmYtMDk3N2FmM2JiM2M1XkEyXkFqcGdeQXVyNjY5NDU4NzI@._V1_QL75_UX210_CR0,1,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BYTYxNGMyZTYtMjE3MS00MzNjLWFjNmYtMDk3N2FmM2JiM2M1XkEyXkFqcGdeQXVyNjY5NDU4NzI@._V1_QL75_UX280_CR0,1,280,414_.jpg 280w\" width=\"140\"/>\n",
+            "                        </div>\n",
+            "                        <a aria-label=\"View title page for The Lion King\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0110357/?ref_=sr_i_50\">\n",
+            "                         <div class=\"ipc-lockup-overlay__screen\">\n",
+            "                         </div>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-b0691f29-0 jbYPfh\">\n",
+            "                       <div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\">\n",
+            "                        <a class=\"ipc-title-link-wrapper\" href=\"/title/tt0110357/?ref_=sr_t_50\" tabindex=\"0\">\n",
+            "                         <h3 class=\"ipc-title__text\">\n",
+            "                          50. The Lion King\n",
+            "                         </h3>\n",
+            "                        </a>\n",
+            "                       </div>\n",
+            "                       <div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\">\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1994\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         1h 28m\n",
+            "                        </span>\n",
+            "                        <span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">\n",
+            "                         G\n",
+            "                        </span>\n",
+            "                       </div>\n",
+            "                       <span class=\"sc-b0691f29-1 grHDBY\">\n",
+            "                        <div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\">\n",
+            "                         <span aria-label=\"IMDb rating: 8.5\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\">\n",
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+            "                           <path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\">\n",
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+            "                          </svg>\n",
+            "                          8.5\n",
+            "                          <span class=\"ipc-rating-star--voteCount\">\n",
+            "                           (\n",
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+            "                           1.1M\n",
+            "                           <!-- -->\n",
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+            "                         <button aria-label=\"Rate The Lion King\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\">\n",
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+            "                            </path>\n",
+            "                           </svg>\n",
+            "                           <span class=\"ipc-rating-star--rate\">\n",
+            "                            Rate\n",
+            "                           </span>\n",
+            "                          </span>\n",
+            "                         </button>\n",
+            "                        </div>\n",
+            "                        <span class=\"sc-b0691f29-11 TmkKM\">\n",
+            "                         <span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">\n",
+            "                          88\n",
+            "                         </span>\n",
+            "                         <span class=\"metacritic-score-label\">\n",
+            "                          Metascore\n",
+            "                         </span>\n",
+            "                        </span>\n",
+            "                       </span>\n",
+            "                      </div>\n",
+            "                      <div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\">\n",
+            "                       <button aria-disabled=\"false\" aria-label=\"See more information about The Lion King\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Lion King\">\n",
+            "                        <svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+            "                         <path d=\"M0 0h24v24H0V0z\" fill=\"none\">\n",
+            "                         </path>\n",
+            "                         <path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\">\n",
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+            "                       </button>\n",
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+            "                     <div class=\"sc-ab6fa25a-1 bBwFsP\">\n",
+            "                      <div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\">\n",
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+            "                        Lion prince Simba and his father are targeted by his bitter uncle, who wants to ascend the throne himself.\n",
+            "                       </div>\n",
+            "                      </div>\n",
+            "                     </div>\n",
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+            "                 <div class=\"sc-f09bd1f5-1 hLjbmf pagination-container\">\n",
+            "                  <span class=\"ipc-see-more sc-4d3dda93-0 fMZdeF single-page-see-more-button\">\n",
+            "                   <button aria-disabled=\"false\" class=\"ipc-btn ipc-btn--single-padding ipc-btn--center-align-content ipc-btn--default-height ipc-btn--core-base ipc-btn--theme-base ipc-btn--on-accent2 ipc-text-button ipc-see-more__button\" role=\"button\" tabindex=\"0\">\n",
+            "                    <span class=\"ipc-btn__text\">\n",
+            "                     <span class=\"ipc-see-more__text\">\n",
+            "                      50 more\n",
+            "                     </span>\n",
+            "                    </span>\n",
+            "                    <svg class=\"ipc-icon ipc-icon--expand-more ipc-btn__icon ipc-btn__icon--post\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
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+            "            </div>\n",
+            "           </div>\n",
+            "          </section>\n",
+            "         </section>\n",
+            "        </div>\n",
+            "       </section>\n",
+            "      </section>\n",
+            "     </div>\n",
+            "    </div>\n",
+            "   </main>\n",
+            "   <section class=\"ipc-page-background ipc-page-background--baseAlt sc-4ce8cf2c-1 lhJQPK\">\n",
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+            "     <script>\n",
+            "      if(typeof uet === 'function'){ uet('bb', 'DynamicFeature_RecentlyViewedItems', {wb: 1}); }\n",
+            "     </script>\n",
+            "     <div class=\"sc-f3cd5099-0 hTqHHJ recently-viewed celwidget\">\n",
+            "      <section class=\"ipc-page-section ipc-page-section--none recently-viewed-items\">\n",
+            "       <div class=\"rvi-empty-section\">\n",
+            "        <div class=\"ipc-title ipc-title--baseAlt ipc-title--subsection-title ipc-title--on-textPrimary sc-10b3b195-0 gEOQZc\" data-testid=\"heading-rvi\">\n",
+            "         <hgroup>\n",
+            "          <h3 class=\"ipc-title__text\">\n",
+            "           Recently viewed\n",
+            "          </h3>\n",
+            "         </hgroup>\n",
+            "        </div>\n",
+            "        <span class=\"sc-7aa44a1d-0 jCEBPw\">\n",
+            "         <div data-testid=\"with-cookie-message\">\n",
+            "          You have no recently viewed pages\n",
+            "         </div>\n",
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+            "      if(typeof uet === 'function'){ uet('be', 'DynamicFeature_RecentlyViewedItems', {wb: 1}); }\n",
+            "     </script>\n",
+            "     <div class=\"nas-slot\">\n",
+            "      <div class=\"slot_wrapper nas-spacing nas-dark\" id=\"inlinebottom_responsive_wrapper\" style=\"position:relative;display:none\">\n",
+            "       <div>\n",
+            "       </div>\n",
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+            "     </div>\n",
+            "    </div>\n",
+            "   </section>\n",
+            "   <footer class=\"imdb-footer sc-cxNGUP fcAzbl footer\">\n",
+            "    <div class=\"footer__app\">\n",
+            "     <div class=\"ipc-page-content-container ipc-page-content-container--center\" role=\"presentation\">\n",
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+            "        Get the IMDb app\n",
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+            "       <span class=\"ipc-btn__text\">\n",
+            "        Sign in for more access\n",
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+            "     <div class=\"imdb-footer__links\">\n",
+            "      <section class=\"ipc-page-section ipc-page-section--baseAlt sc-iemXqs iTXCrD\">\n",
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+            "        <div class=\"sc-hHEhDq kcKqdj\">\n",
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+            "           </svg>\n",
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+            "         </li>\n",
+            "         <li class=\"ipc-inline-list__item\" role=\"presentation\">\n",
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+            "         <li class=\"ipc-inline-list__item\" role=\"presentation\">\n",
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+            "       <div class=\"sc-dlMCtj hdEoer\">\n",
+            "        <div class=\"sc-kfYpNk klYGWw\">\n",
+            "         <div class=\"sc-hHEhDq kcKqdj\">\n",
+            "          Get the IMDb app\n",
+            "         </div>\n",
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+            "          For Android and iOS\n",
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+            "           <img alt=\"Get the IMDb app\" class=\"ipc-image\" loading=\"lazy\" sizes=\"25vw, (min-width: 480px) 17vw, (min-width: 600px) 13vw, (min-width: 1024px) 8vw, (min-width: 1280px) 8vw\" src=\"https://m.media-amazon.com/images/G/01/IMDb/Mobile/DesktopQRCode-png.png\" srcset=\"https://m.media-amazon.com/images/G/01/IMDb/Mobile/DesktopQRCode-png.png 58w, https://m.media-amazon.com/images/G/01/IMDb/Mobile/DesktopQRCode-png.png 87w, https://m.media-amazon.com/images/G/01/IMDb/Mobile/DesktopQRCode-png.png 116w\" width=\"58\"/>\n",
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+            "      </section>\n",
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For example, if the answer to “How much did Batman Begins gross at the box office?” was incorrect, then to fix it you would need to submit a correction to the title’s lifetime gross data (by clicking “Edit” next to it).\",\"alexa_explain_contactCTA\":\"For any other issues, please contact us.\",\"alexa_explain_title\":\"About top questions powered by Alexa\",\"awards_subpage_meta_description\":\"Awards, nominations, and wins\",\"awards_subpage_meta_keywords\":\"Awards, Nominations, Oscars, MTV Movie Awards, Emmys, Won, Winner, Nominated, Nominee\",\"awards_subpage_shared_with\":\"Shared with:\",\"autotranslation_translationEnabled\":\"Automatic translations are enabled.\",\"autotranslation_translationBetaMessage\":\"You are viewing a Beta experience of IMDb {displayLanguage}, available for entertainment fans in {country}.\",\"autotranslation_translationIndicatorMessage\":\"This symbol {indicatorIcon} indicates the content was automatically translated.\",\"background_label\":\"Background\",\"background_option_dark\":\"Dark / IMDb\",\"background_option_light\":\"Light / IMDbPro\",\"bornToday_header\":\"Born today\",\"bornToday_header_description_date\":\"People born on {dateString}\",\"breadcrumb_label_back\":\"Back\",\"breadcrumb_label_home\":\"Home\",\"calendar_page_countrySelector_label\":\"Select country\",\"calendar_page_filter_type_movie\":\"Movie\",\"calendar_page_filter_type_tv\":\"TV\",\"calendar_page_filter_type_tvEpisode\":\"TV Episode\",\"calendar_page_results_empty\":\"We couldn't find any results for your query.\",\"calendar_page_title\":\"Upcoming releases\",\"chart_box_office_mojo_link\":\"See more box office results at BoxOfficeMojo.com\",\"chart_no_results_heading\":\"No results found\",\"chart_no_results_sub_heading\":\"Please adjust your filters.\",\"chart_box_office_reported_by\":\"Reported by\",\"chart_box_office_title\":\"Top Box Office (US)\",\"chart_box_office_title_description\":\"Weekend of {dateRange}\",\"chart_box_office_title_description_sidebar\":\"From the past weekend\",\"chart_imdb_charts\":\"IMDb Charts\",\"chart_info_button_aria_label\":\"See more information about {target}\",\"chart_learn_more\":\"Learn more about how list ranking is determined.\",\"chart_lowest_rated_movies_disclaimer\":\"The Lowest Rated Movie list only includes feature films. Shorts, TV movies, and documentaries are not included. The list is ranked by a formula which includes the number of ratings each movie received from users, and value of ratings received from regular users. To be included on the list, a movie must receive ratings from at least 10,000 users.\",\"chart_lowest_rated_movies_title\":\"Lowest Rated Movies\",\"chart_lowest_rated_movies_title_description\":\"Bottom 100 as voted by IMDb users\",\"chart_most_popular_disclaimer\":\"Our Most Popular charts use data from the search behavior of IMDb's more than 250 million monthly unique visitors to rank the hottest, most buzzed about movies and TV shows.\",\"chart_moviemeter_description\":\"As determined by IMDb users\",\"chart_moviemeter_title\":\"Most Popular Movies\",\"chart_num_names\":\"{visibleListItems} Names\",\"chart_num_titles\":\"{visibleListItems} Titles\",\"chart_num_names_when_filter_applied\":\"{visibleListItems} of {chartSize}\",\"chart_num_titles_when_filter_applied\":\"{visibleListItems} of {chartSize}\",\"chart_share_button_label\":\"Share\",\"chart_sidebar_box_office\":\"Box Office\",\"chart_sidebar_charts\":\"Charts\",\"chart_sidebar_english_movies\":\"Top Rated English 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users\",\"chart_title_list_item_gross\":\"Gross\",\"chart_title_list_item_total_gross\":\"Total Gross\",\"chart_title_list_item_weekend\":\"Weekend\",\"chart_title_list_item_weekend_gross\":\"Weekend Gross\",\"chart_title_list_item_weeks\":\"Weeks\",\"chart_title_list_item_weeks_released\":\"Weeks Released\",\"chart_top_250_movies_disclaimer_1\":\"The Top Rated Movie list only includes feature films.\",\"chart_top_250_movies_disclaimer_2\":\"Shorts, TV movies, and documentaries are not included\",\"chart_top_250_movies_disclaimer_3\":\"The list is ranked by a formula which includes the number of ratings each movie received from users, and value of ratings received from regular users\",\"chart_top_250_movies_disclaimer_4\":\"To be included on the list, a movie must receive ratings from at least 25000 users\",\"chart_top_250_movies_fallback_description\":\"As rated by regular IMDb voters.\",\"chart_top_250_movies_fallback_title\":\"IMDb Top 250 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TV Shows\",\"interest_detail_popularMovies_header\":\"Popular movies\",\"interest_detail_popularTv_header\":\"Popular TV shows\",\"interest_detail_topRatedMovies_header\":\"Top rated movies\",\"interest_detail_topRatedTv_header\":\"Top rated TV shows\",\"interest_detail_similarInterests_header\":\"Similar interests\",\"list_title_filter_button_label\":\"filter\",\"list_title_filter_genres_label\":\"genres\",\"list_title_filter_title_type_label\":\"title type\",\"list_title_filter_release_year_label\":\"release year\",\"list_title_filter_release_start_year_label\":\"Enter release year above\",\"list_title_filter_release_end_year_label\":\"Enter release year below\",\"list_title_filter_single_user_ratings_label\":\"{nickName}'s ratings\",\"list_title_filter_imdb_ratings_label\":\"imdb ratings\",\"list_title_filter_you_and_this_list_label\":\"you and this list\",\"list_title_filter_user_rating_label\":\"user rating\",\"list_title_filter_user_rating_above_label\":\"Enter user ratings 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theaters\",\"list_title_filter_in_theaters_near_you_label\":\"In theaters near you\",\"list_title_filter_in_theaters_with_online_ticketing_label\":\"In theaters with online ticketing\",\"list_title_filter_chip_release_year_start_to_end_label\":\"Release year: {startYear} to {endYear}\",\"list_title_filter_chip_release_year_start_only_label\":\"Release year: after {startYear}\",\"list_title_filter_chip_release_year_end_only_label\":\"Release year: before {endYear}\",\"list_title_filter_chip_user_rating_min_to_max_label\":\"User rating: {minRating} to {maxRating}\",\"list_title_filter_chip_single_user_rating_min_only_label\":\"{nickName}'s rating: {minRating} or above\",\"list_title_filter_chip_single_user_rating_max_only_label\":\"{nickName}'s rating: {maxRating} or below\",\"list_title_filter_chip_user_rating_min_only_label\":\"User rating: {minRating} or above\",\"list_title_filter_chip_keyword_label\":\"Keyword: \\\"{text}\\\"\",\"list_title_filter_chip_user_rating_max_only_label\":\"User rating: {maxRating} or below\",\"list_title_filter_chip_user_rating_count_min_to_max_label\":\"Number of votes: {minRatingCount} to {maxRatingCount}\",\"list_title_filter_chip_user_rating_count_min_only_label\":\"Number of votes: {minRatingCount} or above\",\"list_title_filter_chip_user_rating_count_max_only_label\":\"Number of votes: {maxRatingCount} or below\",\"list_title_filter_prompt_show_all_genres_button_label\":\"Show all genres\",\"list_title_filter_prompt_show_all_watch_options_button_label\":\"Show all watch options\",\"list_title_filter_prompt_show_all_keywords_button_label\":\"Show all keywords\",\"list_editable_title_aria_label\":\"Edit list title\",\"list_editable_description_aria_label\":\"Edit list description\",\"list_edit_prompt_broken_item\":\"This item does not exist and should be removed\",\"list_edit_prompt_delete\":\"Are you sure you want to delete?\",\"list_edit_prompt_delete_description\":\"{numItemsSelected} items selected\",\"list_edit_prompt_copy\":\"Copy to another list\",\"list_edit_prompt_description\":\"Your lists\",\"list_edit_prompt_move\":\"Move to another list\",\"list_edit_prompt_empty_titles\":\"You have no other title lists.\",\"list_edit_prompt_empty_people\":\"You have no other people lists.\",\"list_edit_prompt_empty_images\":\"You have no other image lists.\",\"list_edit_prompt_empty_videos\":\"You have no other video lists.\",\"list_edit_warning_more_than_50_items\":\"You selected more than the limit of 50 items. Please deselect {numOver} items.\",\"list_edit_failure_more_than_50_items\":\"You’ve selected more than the limit of 50 items\",\"list_edit_title_text_success\":\"List name was successfully updated\",\"list_edit_title_text_failure\":\"Failed to update list name, please try again\",\"list_edit_delete_items_success\":\"Items were successfully removed from the list\",\"list_edit_delete_items_failure\":\"Failed to remove items from the list, please try again\",\"list_edit_reorder_items_success\":\"Item successfully moved\",\"list_edit_reorder_items_failure\":\"Failed to move item, please try again\",\"list_edit_copy_items_success\":\"Items were successfully copied from this list\",\"list_edit_copy_items_failure\":\"Failed to copy items from this list, please try again\",\"list_edit_move_items_success\":\"Items were successfully moved from this list\",\"list_edit_move_items_failure\":\"Failed to move items from this list, please try again\",\"list_edit_description_placeholder\":\"Enter a description for your list\",\"list_edit_description_text_success\":\"List description was successfully updated\",\"list_edit_description_text_failure\":\"Failed to update list description, please try again\",\"list_item_edit_description_text_success\":\"List item description was successfully updated\",\"list_item_edit_description_text_failure\":\"Failed to update list item description, please try again\",\"list_item_edit_description_text_aria_label\":\"Click to add or edit a note\",\"list_item_edit_description_text_placeholder\":\"Add a note\",\"list_item_edit_item_reorder_label\":\"Reorder {target}\",\"list_item_edit_reorder_prompt_title\":\"Manually set item position for\",\"list_item_edit_reorder_prompt_current_position\":\"Current position\",\"list_item_edit_reorder_prompt_invalid_number\":\"Please input a valid number\",\"list_item_edit_reorder_prompt_desired_position\":\"Desired position\",\"list_edit_select_all_checkbox_aria\":\"Select all displayed items in the list\",\"exports_page_empty_text\":\"You have not exported any lists yet.\",\"exports_page_filtered_empty_text\":\"No items match your selected filters. Try adjusting your filter selections.\",\"list_page_empty_text\":\"This list is empty.\",\"list_page_filtered_results_empty_text\":\"No items match your selected filters. Try adjusting your filter selections.\",\"list_validation_title_min_length\":\"List title cannot be empty.\",\"list_validation_title_max_length\":\"List titles cannot exceed {maxLength} characters.\",\"list_validation_uci_content\":\"Please remove private information \\\"{email}\\\".\",\"list_validation_unsupported_char\":\"Please remove unsupported characters \\\"{char}\\\".\",\"related_list_page_empty_text\":\"There are no lists related to {entityName} yet. Start the trend by creating one!\",\"your_ratings_privacy_prompt_header\":\"Privacy setting\",\"your_ratings_list_page_empty_text\":\"You haven't rated anything yet. Start rating titles and they will be listed here.\",\"your_lists_list_page_empty_text\":\"You have not created any lists yet.\",\"your_lists_list_page_empty_text_cta\":\"Create a new list\",\"comingSoon_add_to_watchlist_for_notifications\":\"Add to Watchlist for notifications\",\"checkins_checked_in_on\":\"Checked in {date}\",\"checkins_page_description\":\"Check-Ins enable you to share the content you're currently or previously viewing. We store all your check-ins for future reference in this list.\",\"checkins_page_non_owner_title\":\"{authorName}'s Check-Ins\",\"comingSoon_coming_soon_to_theaters\":\"Coming soon to theaters\",\"comingSoon_get_tickets\":\"Get tickets\",\"comingSoon_trailer_ariaLabel_suffix\":\"trailer\",\"comingSoon_trailers_for_upcoming_releases\":\"Trailers for upcoming releases\",\"comingSoon_watch_soon_at_home\":\"Watch soon at home\",\"common_above\":\"above\",\"common_and\":\"and\",\"common_add_image\":\"Add image\",\"common_add_to_list_buttonText\":\"Add to list\",\"common_after\":\"after\",\"common_alexa_datasource_identifier\":\"Powered by Alexa\",\"common_allTopics_button_ariaLabel\":\"View all topics\",\"common_allTopics_button_label\":\"All topics\",\"common_allTopics_creditGroup\":\"Credits\",\"common_allTopics_didYouKnowGroup\":\"Did You Know\",\"common_allTopics_popularGroup\":\"Popular\",\"common_allTopics_proGroup\":\"Industry 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{titleName}\",\"common_ariaLabels_gotoTrailer\":\"Watch trailer for {titleName}\",\"common_ariaLabel_loading\":\"Loading\",\"common_ariaLabels_notRatable\":\"This title is currently not ratable\",\"common_ariaLabels_ratingButtonLoading\":\"Loading rating\",\"common_ariaLabels_ratingButtonRated\":\"Your rating: {rating}\",\"common_ariaLabels_ratingButtonUnrated\":\"Rate {titleName}\",\"common_ariaLabels_seeFullCastAndCrew\":\"See full cast and crew\",\"common_ariaLabels_seeAllCastAndCrew\":\"See all cast and crew\",\"common_ariaLabels_seeMore\":\"See more\",\"common_awards_guide_name\":\"Awards submission guide\",\"common_awards_guide_text\":\"Please see our guide to updating awards\",\"common_awards_guide_with_link\":\"For guidance, please visit the {awardsGuide}.\",\"common_awards_nominee\":\"Nominee\",\"common_awards_title\":\"Awards\",\"common_awards_winner\":\"Winner\",\"common_backToTop_label\":\"Back to top\",\"common_before\":\"before\",\"common_below\":\"below\",\"common_birth_name\":\"Birth name\",\"common_born\":\"Born\",\"common_buttons_add\":\"Add\",\"common_buttons_cancel\":\"Cancel\",\"common_buttons_close\":\"Close\",\"common_buttons_continue\":\"Continue\",\"common_buttons_copy\":\"Copy\",\"common_buttons_create\":\"Create\",\"common_buttons_delete\":\"Delete\",\"common_buttons_details\":\"Details\",\"common_buttons_edit\":\"Edit\",\"common_buttons_export\":\"Export\",\"common_buttons_move\":\"Move\",\"common_buttons_open\":\"Open\",\"common_buttons_retry\":\"Try again\",\"common_buttons_save\":\"Save\",\"common_buttons_see_all\":\"See all\",\"common_buttons_see_more\":\"See more\",\"common_buttons_trailer\":\"Trailer\",\"common_buttons_update\":\"Update\",\"common_buttons_watchbar_ariaLabel_allWatchOptions\":\"Show all {count} watch options\",\"common_buttons_watchNow\":\"Watch now\",\"common_buttons_watchOptions\":\"Watch 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items}}\",\"common_count_items_images\":\"{count, plural, one {1 image} other {{count} images}}\",\"common_count_items_lists\":\"{count, plural, one {1 list} other {{count} lists}}\",\"common_count_items_people\":\"{count, plural, one {1 person} other {{count} people}}\",\"common_count_items_titles\":\"{count, plural, one {1 title} other {{count} titles}}\",\"common_count_items_videos\":\"{count, plural, one {1 video} other {{count} videos}}\",\"common_cta_addPlot\":\"Add a plot\",\"common_date_april\":\"April\",\"common_date_august\":\"August\",\"common_date_beforeChrist\":\"BC\",\"common_date_circa\":\"c.\",\"common_date_day\":\"Day\",\"common_date_december\":\"December\",\"common_date_february\":\"February\",\"common_date_january\":\"January\",\"common_date_july\":\"July\",\"common_date_june\":\"June\",\"common_date_march\":\"March\",\"common_date_may\":\"May\",\"common_date_modified\":\"Modified {date}\",\"common_date_month\":\"Month\",\"common_date_november\":\"November\",\"common_date_october\":\"October\",\"common_date_september\":\"September\",\"common_day_sunday\":\"Sunday\",\"common_day_monday\":\"Monday\",\"common_day_tuesday\":\"Tuesday\",\"common_day_wednesday\":\"Wednesday\",\"common_day_thursday\":\"Thursday\",\"common_day_friday\":\"Friday\",\"common_day_saturday\":\"Saturday\",\"common_date_year\":\"Year\",\"common_description_topQuestions\":\"Top questions and answers about {target}\",\"common_details_officialSites\":\"{siteCount, plural, one {Official site} other {Official sites}}\",\"common_details_officialSites_defaultSiteLabel\":\"Official Site\",\"common_died\":\"Died\",\"common_dropdown_option_latest\":\"Latest\",\"common_dropdown_option_none\":\"None\",\"common_eg\":\"e.g.\",\"common_episode\":\"Episode\",\"common_exclude\":\"Exclude\",\"common_externalSites_subpage_meta_description\":\"Official sites, and other sites with posters, videos, photos and more.\",\"common_externalSites_subpage_title\":\"External sites\",\"common_featureHeader_ariaLabel_editLink\":\"{featureTitle}: edit\",\"common_featureHeader_link_edit\":\"Edit\",\"common_featureHeader_link_info\":\"More information\",\"common_go_to_your_list\":\"Go to your list.\",\"common_height\":\"Height\",\"common_help\":\"Help\",\"common_images\":\"Images\",\"common_image\":\"Image\",\"common_image_not_found\":\"Image not found\",\"common_imdb_pro\":\"IMDbPro\",\"common_include\":\"Include\",\"common_jumpTo\":\"Jump to\",\"common_label_allEntriesSpoilers\":\"All entries contain spoilers\",\"common_label_helpful\":\"helpful\",\"common_label_moreOptions\":\"More options\",\"common_label_report\":\"Report\",\"common_label_spoiler\":\"Spoiler\",\"common_label_viewWatchlist\":\"View Watchlist\",\"common_language_AB\":\"Abkhazian\",\"common_language_AF\":\"Afrikaans\",\"common_language_AII\":\"Assyrian Neo-Aramaic\",\"common_language_AK\":\"Akan\",\"common_language_ALE\":\"Aleut\",\"common_language_ALG\":\"Algonquin\",\"common_language_AM\":\"Amharic\",\"common_language_AN\":\"Aragonese\",\"common_language_ANG\":\"Old English\",\"common_language_APA\":\"Apache languages\",\"common_language_AQC\":\"Archi\",\"common_language_AR\":\"Arabic\",\"common_language_ARC\":\"Aramaic\",\"common_language_ARN\":\"Mapudungun\",\"common_language_ARP\":\"Arapaho\",\"common_language_AS\":\"Assamese\",\"common_language_ASB\":\"Assiniboine\",\"common_language_ASE\":\"American Sign Language\",\"common_language_ASF\":\"Australian Sign Language\",\"common_language_AST\":\"Bable\",\"common_language_ATH\":\"Athapascan languages\",\"common_language_AWA\":\"Awadhi\",\"common_language_AY\":\"Aymara\",\"common_language_AZ\":\"Azerbaijani\",\"common_language_BA\":\"Bashkir\",\"common_language_BAN\":\"Balinese\",\"common_language_BE\":\"Belarusian\",\"common_language_BEM\":\"Bemba\",\"common_language_BER\":\"Berber languages\",\"common_language_BFI\":\"British Sign Language\",\"common_language_BFW\":\"Bonda\",\"common_language_BG\":\"Bulgarian\",\"common_language_BGC\":\"Haryanvi\",\"common_language_BHO\":\"Bhojpuri\",\"common_language_BM\":\"Bambara\",\"common_language_BN\":\"Bengali\",\"common_language_BO\":\"Tibetan\",\"common_language_BR\":\"Breton\",\"common_language_BS\":\"Bosnian\",\"common_language_BSC\":\"Bassari\",\"common_language_BSK\":\"Burushaski\",\"common_language_BZS\":\"Brazilian Sign Language\",\"common_language_CA\":\"Catalan\",\"common_language_CCP\":\"Chakma\",\"common_language_CE\":\"Chechen\",\"common_language_CHR\":\"Cherokee\",\"common_language_CHY\":\"Cheyenne\",\"common_language_CKT\":\"Chukchi\",\"common_language_CMN\":\"Mandarin\",\"common_language_CO\":\"Corsican\",\"common_language_CR\":\"Cree\",\"common_language_CRO\":\"Crow\",\"common_language_CS\":\"Czech\",\"common_language_CY\":\"Welsh\",\"common_language_DA\":\"Danish\",\"common_language_DE\":\"German\",\"common_language_DIN\":\"Dinka\",\"common_language_DOI\":\"Dogri\",\"common_language_DSO\":\"Desiya\",\"common_language_DYO\":\"Jola-Fonyi\",\"common_language_DYU\":\"Dyula\",\"common_language_DZ\":\"Dzongkha\",\"common_language_EE\":\"Ewe\",\"common_language_EGY\":\"Egyptian (Ancient)\",\"common_language_EL\":\"Greek\",\"common_language_EN\":\"English\",\"common_language_ENM\":\"Middle 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featured\",\"image_management_tagged_tab\":\"Tagged\",\"image_management_new_primary_image_text\":\"Upload New Primary Image\",\"image_management_upload_preview\":\"Upload preview\",\"image_management_submit_images\":\"Submit images\",\"image_management_primary_image_alt\":\"Primary image\",\"imdbpro_about_sectionLabel\":\"About\",\"imdbpro_affiliations_moreAffiliations_andXmore\":\"And {count} more\",\"imdbpro_affiliations_sectionLabel_affiliations\":\"Affiliations\",\"imdbpro_contributeAffiliations_button_addAffiliations\":\"Add affiliations\",\"imdbpro_contributeAffiliations_message\":\"Share this company's affiliations such as: subsidiaries, parent companies, aka, and more.\",\"imdbpro_editName_arialabel\":\"Edit {name}\",\"imdbpro_label_edit\":\"Edit\",\"in_theaters_description\":\"Showtimes near you\",\"in_theaters_showtimes_button_text\":\"Showtimes\",\"in_theaters_title\":\"In theaters\",\"keywords_page_meta_title\":\"Browse interesting keywords\",\"layout_maindetail_sidebar_title\":\"More to explore\",\"listPreviewCard_caption_default\":\"View the full list\",\"listPreviewCard_created\":\"created {duration} ago\",\"listPreviewCard_last_modified\":\"updated {duration} ago\",\"listPreviewCard_type_gallery\":\"{count, plural, one {1 gallery} other {{count} galleries}}\",\"listPreviewCard_type_image\":\"{count, plural, one {1 image} other {{count} images}}\",\"listPreviewCard_type_list\":\"{count, plural, one {1 list} other {{count} lists}}\",\"listPreviewCard_type_person\":\"{count, plural, one {1 person} other {{count} people}}\",\"listPreviewCard_type_theater\":\"{count, plural, one {1 theater} other {{count} theaters}}\",\"listPreviewCard_type_title\":\"{count, plural, one {1 title} other {{count} titles}}\",\"listPreviewCard_type_video\":\"{count, plural, one {1 video} other {{count} videos}}\",\"list_create_a_list\":\"Create a new list\",\"list_create_a_list_description\":\"List your movie, TV \\u0026 celebrity picks.\",\"list_create_page_title\":\"Create a new list\",\"list_create_page_description\":\"List your movie, TV \\u0026 celebrity picks.\",\"list_create_page_input_name_label\":\"List name\",\"list_create_page_input_name_required_error_message\":\"Please enter a name for this list\",\"list_create_page_input_name_placeholder\":\"Enter the name of your list\",\"list_create_page_input_description_label\":\"List description\",\"list_create_page_input_description_placeholder\":\"Describe your list ...\",\"list_create_page_input_list_type\":\"List Type\",\"list_create_page_input_privacy_setting\":\"Privacy setting\",\"list_privacy_setting_disclaimer_text\":\"Others will not be able to view your list.\",\"list_public_setting_disclaimer_text\":\"Your list will be visible to everyone.\",\"list_detailed_item_creator\":\"Creator\",\"list_detailed_item_director\":\"Director\",\"list_detailed_item_known_for\":\"Known 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You can track the status of your export by visiting your exports page.\",\"export_prompt_description_logged_out\":\"Export processing may take time. You can track the status of your export by visiting your exports page. Please wait until your export has completed before closing the browser to ensure you don’t lose your progress.\",\"export_prompt_open_export_page\":\"Open exports page\",\"export_in_progress\":\"In progress\",\"export_ready\":\"Ready\",\"export_ready_aria\":\"Start download for {listName}.\",\"export_filter_failed\":\"Failed\",\"export_filter_failed_aria\":\"Toggle filter for failed exports\",\"export_filter_in_progress_aria\":\"Toggle filter for in progress exports\",\"export_filter_ready_aria\":\"Toggle filter for ready exports\",\"export_filter_status\":\"Status\",\"export_failed\":\"Failed\",\"export_expires_in\":\"Expires in {duration}\",\"export_exported\":\"Exported {date}\",\"export_failed_aria\":\"Retry export for {listName}.\",\"export_failed_to_start_list\":\"Failed to trigger export for list. Please try again\",\"export_failed_to_start_ratings\":\"Failed to trigger export for your ratings. Please try again\",\"export_started_list\":\"Successfully started export for list\",\"export_started_ratings\":\"Successfully started export for your ratings\",\"export_title_checkins\":\"{authorName}'s Check-Ins\",\"export_title_watchlist\":\"{authorName}'s Watchlist\",\"list_grid_item_details\":\"Details\",\"list_filter_type\":\"List type\",\"list_list_activity\":\"List activity\",\"list_list_activity_week_views\":\"{numViews} this week\",\"list_list_activity_views\":\"{numViews, plural, one {view} other {views}}\",\"list_options_delete_confirm\":\"Are you sure you want to delete {listName}?\",\"list_options_open\":\"Open options for {listName}\",\"list_options_view\":\"View list\",\"list_privacy_aria_label_toggle\":\"Toggle privacy\",\"list_privacy_label\":\"Privacy\",\"list_privacy_on\":\"On\",\"list_privacy_off\":\"Off\",\"list_privacy_private_list\":\"Private list\",\"list_privacy_private_list_description\":\"The creator of this list has not enabled public viewing\",\"list_privacy_unauthorized_description\":\"You are not authorized to edit this list.\",\"list_privacy_unauthorized\":\"Unauthorized\",\"list_privacy_private\":\"Private\",\"list_privacy_private_toggle_filter\":\"Toggle filter for private lists\",\"list_privacy_public\":\"Public\",\"list_privacy_failed_to_toggle\":\"Failed to update privacy setting. Please try again\",\"ratings_privacy_public_with_reviews\":\"Public with reviews\",\"list_privacy_public_toggle_filter\":\"Toggle filter for public lists\",\"list_paginated_number_of_total\":\"1-{numFetched} of {listItemCountText}\",\"list_number_of_total\":\"{numFetched} of {listItemCountText}\",\"list_sidebar_feedback_heading\":\"Feedback\",\"list_sidebar_feedback_link\":\"Tell us what you think about this feature.\",\"list_view_options_compact\":\"{isSelected, select, true {Selected: } other {}} Compact view\",\"list_view_options_detailed\":\"{isSelected, select, true {Selected: } other {}} Detailed view\",\"list_view_options_grid\":\"{isSelected, select, true {Selected: } other {}} Grid view\",\"list_view_options_title\":\"View: \",\"mediaIndex_filter\":\"Filter\",\"mediaIndex_type_filter\":\"Type\",\"mediaIndex_titles_filter\":\"Titles\",\"mediaIndex_name_filter\":\"Person\",\"mediaIndex_title_filter\":\"Other\",\"mediaIndex_name_filter_dropdown_label\":\"More 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If not, you can create a new page (or skip for now).\",\"onboard_body_visit_page\":\"Visit your page now to add or update your photos, add contact info, add a demo reel, update your profession, and more.\",\"onboard_body_visit_page_attention\":\"Your previously claimed page requires attention to complete. 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In many cases, it just takes a few minutes.\",\"onboard_create_name_field_label\":\"Name as it should appear\",\"onboard_create_name_field_placeholder\":\"Please enter your name ...\",\"onboard_create_new_page_production\":\"Your new page is in production\",\"onboard_create_new_page_title\":\"Create a new page\",\"onboard_main_action_claim\":\"Claim an existing page\",\"onboard_main_title_welcome\":\"Welcome to IMDbPro\",\"onboard_main_title_welcome_back\":\"Welcome back!\",\"onboard_main_title_welcome_back_with_name\":\"{name}, welcome back!\",\"onboard_main_title_welcome_back_premium\":\"Welcome back to IMDbPro Premium\",\"onboard_main_title_welcome_back_pro\":\"Welcome back to IMDbPro\",\"onboard_main_title_welcome_premium\":\"Welcome to IMDbPro Premium\",\"onboard_metadata_default_title\":\"IMDbPro\",\"onboard_metadata_default_description\":\"IMDbPro - Onboard\",\"onboard_metadata_new_title\":\"Create New Page - IMDbPro\",\"onboard_metadata_new_description\":\"Create New Page - IMDbPro Onboard\",\"onboard_metadata_profile_title\":\"Claim Your Page - IMDbPro\",\"onboard_metadata_profile_description\":\"Claim Your Page - IMDbPro Onboard\",\"onboard_metadata_profession_title\":\"Professions - IMDbPro\",\"onboard_metadata_profession_description\":\"Professions - IMDbPro Onboard\",\"onboard_metadata_search_title\":\"Search Your Profile - IMDbPro\",\"onboard_metadata_search_description\":\"Search Your Profile - IMDbPro Onboard\",\"onboard_metadata_main_title\":\"IMDbPro\",\"onboard_metadata_main_description\":\"IMDbPro Onboard\",\"onboard_more_info_body_email\":\"We have also e-mailed you a link to upload your identity document.\",\"onboard_more_info_button_later\":\"Do this later\",\"onboard_more_info_button_more\":\"Learn more and upload file\",\"onboard_more_info_title\":\"Additional info needed\",\"onboard_more_info_body\":\"We could not verify your page claim with the information provided. To verify your page claim, please upload a photo or scan of a government issued identity document.\",\"onboard_new_name_too_long\":\"Name can't exceed 100 characters\",\"onboard_need_help_with_your_search\":\"Need help with your search?\",\"onboard_page_layout_welcome_message\":\"Welcome, {name}\",\"onboard_search_profile_title\":\"Search for your IMDb page\",\"onboard_search_profile_description\":\"If you already have a page with IMDb credits, you can search for your page to claim and manage it.\",\"onboard_select_profile_description\":\"If you have IMDb credits, claim your page to manage images, video, and data across IMDb and IMDbPro.\",\"onboard_search_result_page_name_search_description\":\"Results for \\\"{name}\\\"\",\"onboard_search_result_page_name_title_search_description\":\"Results for \\\"{name}, {title}\\\"\",\"onboard_profession_page_title\":\"Select profession\",\"onboard_profession_page_description\":\"To help us serve you better, what best describes your profession?\",\"onboard_profession_talent\":\"On-screen / Voice Talent\",\"onboard_profession_decision_maker\":\"Director / Producer / Writer\",\"onboard_profession_crew\":\"Crew member / Post-production\",\"onboard_profession_representative\":\"Agent / Manager\",\"onboard_profession_researcher\":\"Journalist / Analyst\",\"onboard_profession_sales_marketing\":\"Distribution / Marketing / Advertising executive\",\"onboard_profession_other_professional\":\"Other entertainment / creative professional\",\"onboard_profession_not_industry_professional\":\"Not an entertainment industry professional\",\"onboard_profession_page_page_title\":\"Select profession\",\"onboard_profession_page_page_description\":\"To help us serve you better, what best describes your profession?\",\"onboard_profession_page_discover_feature\":\"Access our powerful discovery features, create lists, track people and titles to stay up-to-date, and more. 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Please try refining your search.\",\"onboard_profile_title_search_placeholder\":\"Search for titles on IMDb\",\"onboard_profile_representative\":\"I am this person's representative.\",\"onboard_profile_title\":\"Select your profile\",\"onboard_profile_success_body\":\"Your page is ready\",\"onboard_profile_card_claimed_text\":\"Page already claimed\",\"onboard_select_profile_footer_navigate_search_text\":\"Don't see your profile?\",\"onboard_select_profile_success_end_page_title\":\"Your page is ready\",\"onboard_search_profile_footer_no_profile_text\":\"No Profile?\",\"onboard-search-profile-title-search-label\":\"Search for titles on IMDb\",\"onboard_search_name_field_label\":\"Enter your name as it appears in your IMDb credits\",\"onboard_search_title_field_label\":\"Enter a project title you worked on (Optional)\",\"onboard_end_page_body_verifying_page_claim\":\"We'll e-mail you when your page is ready. In many cases, it just takes a few minutes.\",\"onboard_end_page_body_access_features\":\"Until then, you can access our powerful discovery features, create lists, track people and titles to stay up-to-date, and more.\",\"onboard_end_page_title_verifying_page_claim\":\"We are verifying your page claim\",\"onboard_things_to_try\":\"Things to try first\",\"pickRandomTitle_description\":\"Randomly pick something from this list\",\"pickRandomTitle_pick_new_item\":\"Pick a new item\",\"pickRandomTitle_title\":\"What should I watch?\",\"pollPreviewCard_caption_default\":\"View the full poll\",\"pro_appUpsell_contactInfo_message\":\"Download the app to see detailed contact info for this person.\",\"pro_appUpsell_contactInfo_title\":\"Industry Professionals\",\"pro_appUpsell_track1_industry_professionals\":\"Industry Professionals\",\"pro_appUpsell_track1_message\":\"Download the app to get instant alerts about updates to this page.\",\"pro_appUpsell_track2_message\":\"See detailed contact information for this person in the IMDbPro app\",\"pro_common_companyMeter_label\":\"COMPANYmeter\",\"pro_companyPage_htmlTitle_companyName\":\"{company_name} - Staff, Clients, Contact Info | IMDbPro\",\"pro_companyPage_keyStaff_contributeButton\":\"Add staff\",\"pro_companyPage_keyStaff_contributeMessage\":\"Contribute to this section to add staff.\",\"pro_companyPage_keyStaff_sectionLabel_allStaff\":\"All staff\",\"pro_companyPage_keyStaff_sectionLabel_staff\":\"Staff\",\"pro_cta_upgradeSearch_advancedSearchForPeopleTitlesAndCompanies\":\"Advanced Search for People, Titles, and Companies.\",\"pro_cta_upgradeSearch_cta\":\"Learn more\",\"pro_cta_upgradeSearch_prompt\":\"Upgrade to unlock the full search experience\",\"pro_cta_upgradeSearch_upgradeMembershipToUnlock\":\"Upgrade membership to unlock\",\"pro_footer_accountSettings\":\"Account Settings\",\"pro_footer_cancel\":\"Cancel\",\"pro_footer_companies\":\"Companies\",\"pro_footer_contactUs\":\"Contact Us\",\"pro_footer_copyrightWithYear\":\"Copyright {currentYear}\",\"pro_footer_help\":\"Help\",\"pro_footer_home\":\"Home\",\"pro_footer_jobs\":\"Jobs\",\"pro_footer_mainMenu\":\"Main Menu\",\"pro_footer_myPage\":\"My Page\",\"pro_footer_news\":\"News\",\"pro_footer_pagesYouTrack\":\"Pages You Track\",\"pro_footer_people\":\"People\",\"pro_footer_privacyPolicy\":\"Privacy Policy\",\"pro_footer_proudSponsor\":\"IMDbPro is a proud sponsor of \",\"pro_footer_subscriberAgreement\":\"Subscriber Agreement\",\"pro_footer_titles\":\"Titles\",\"pro_footer_viewMobileSite\":\"View Mobile Site\",\"pro_footer_yourAccount\":\"Your Account\",\"pro_footer_yourLists\":\"Your Lists\",\"pro_footer_yourProjects\":\"Your Projects\",\"pro_footer_yourSubmissions\":\"Your Submissions\",\"pro_footer_yourTools\":\"Your Tools\",\"pro_navBar_actors\":\"Actors\",\"pro_navBar_actresses\":\"Actresses\",\"pro_navBar_advanced_search_customize_your_search\":\"Customize your search\",\"pro_navBar_allTime\":\"All-Time\",\"pro_navBar_alreadyASubscriber\":\"Already a subscriber?\",\"pro_navBar_boxOffice\":\"Box Office\",\"pro_navBar_boxOfficeMojo\":\"Box Office Mojo\",\"pro_navBar_brands\":\"Brands\",\"pro_navBar_companies\":\"Companies\",\"pro_navBar_deadline\":\"Publication: Deadline\",\"pro_navBar_directors\":\"Directors\",\"pro_navBar_distributors\":\"Distributors\",\"pro_navBar_domestic\":\"Domestic\",\"pro_navBar_franchises\":\"Franchises\",\"pro_navBar_genres\":\"Genres\",\"pro_navBar_hollywoodReporter\":\"Publication: The Hollywood Reporter\",\"pro_navBar_home\":\"Home\",\"pro_navBar_international\":\"International\",\"pro_navBar_jobs\":\"Jobs\",\"pro_navBar_logIn\":\"Log in\",\"pro_navBar_managementCompanies\":\"Management Companies\",\"pro_navBar_managers\":\"Managers\",\"pro_navBar_moviesInDevelopment\":\"Movies in Development\",\"pro_navBar_moviesInPostProduction\":\"Movies in Post-Production\",\"pro_navBar_moviesInPreProduction\":\"Movies in Pre-Production\",\"pro_navBar_moviesInProduction\":\"Movies in Production\",\"pro_navBar_news\":\"News\",\"pro_navBar_people\":\"People\",\"pro_navBar_producers\":\"Producers\",\"pro_navBar_productionCompanies\":\"Production Companies\",\"pro_navBar_recentLists_heading_yourRecentLists\":\"Your recent lists\",\"pro_navBar_recentLists_seeAllYourLists\":\"See all your lists\",\"pro_navBar_releasedMovies\":\"Released Movies\",\"pro_navBar_searchBar_search\":\"Search\",\"pro_navBar_talentAgencies\":\"Talent Agencies\",\"pro_navBar_talentAgents\":\"Talent Agents\",\"pro_navBar_theWrap\":\"Publication: The Wrap\",\"pro_navBar_theaterCounts\":\"Theater Counts\",\"pro_navBar_titles\":\"Titles\",\"pro_navBar_topCOMPANYmeter\":\"Top COMPANYmeter\",\"pro_navBar_topMOVIEmeter\":\"Top MOVIEmeter\",\"pro_navBar_topSTARmeter\":\"Top STARmeter\",\"pro_navBar_topStories\":\"Top Stories\",\"pro_navBar_tvInProduction\":\"TV in Production\",\"pro_navBar_variety\":\"Publication: Variety\",\"pro_navBar_worldwide\":\"Worldwide\",\"pro_navBar_writers\":\"Writers\",\"pro_navBar_yourPage\":\"Your page\",\"rank_meter_downward_rank_change\":\"Moved down {difference} in ranking\",\"rank_meter_no_change\":\"No rank change\",\"rank_meter_upward_rank_change\":\"Moved up {difference} in ranking\",\"recentlyViewed_card_ariaLabel_navigateName\":\"Navigation to {itemName} Name Page\",\"recentlyViewed_card_ariaLabel_navigateTitle\":\"Navigation to {itemName} Title Page\",\"recentlyViewed_card_ariaLabel_searchFor\":\"Search for {itemName}\",\"recentlyViewed_section_action_clearAll\":\"Clear all\",\"recentlyViewed_section_action_learnMore\":\"Learn more.\",\"recentlyViewed_section_label_needCookies\":\"Please enable browser cookies to use this feature.\",\"recentlyViewed_section_label_noneRecentlyViewed\":\"You have no recently viewed pages\",\"recentlyViewed_section_label_recentlyViewed\":\"Recently viewed\",\"related_lists_page__page_title\":\"Lists Related to {entityName}\",\"related_lists_page__hero_description_title\":\"This page presents a consolidated catalog of lists directly connected to the Title page you were exploring, offering a comprehensive overview of related information.\",\"related_lists_page__hero_description_name\":\"This page presents a consolidated catalog of lists directly connected to the Name page you were exploring, offering a comprehensive overview of related information.\",\"search_collaboration_page_header\":\"Advanced collaboration search\",\"search_collaboration_page_header_subtext\":\"Create a more specific search using a variety of options and filters.\",\"search_input_description_with\":\"With {target}\",\"search_input_description_without\":\"Without {target}\",\"search_main_advanced_search_page_header_subtext_faqs\":\"FAQs.\",\"search_main_advanced_search_page_header_subtext_help_site\":\"help site\",\"search_main_advanced_search_page_header_subtext_help_text\":\"To learn more please visit our\",\"search_main_advanced_search_autosuggest_input_field\":\"Autosuggest input field\",\"search_main_advanced_search_browse_genres_link_text\":\"Genres\",\"search_main_advanced_search_browse_header\":\"Browse\",\"search_main_advanced_search_browse_keywords_link_text\":\"Keywords\",\"search_main_advanced_search_chip_co\":\"Collaborations\",\"search_main_advanced_search_chip_nm\":\"People\",\"search_main_advanced_search_chip_to\":\"All\",\"search_main_advanced_search_chip_tt\":\"Movies, TV \\u0026 more\",\"search_main_advanced_search_collapse_all\":\"Collapse all\",\"search_main_advanced_search_empty_state_description\":\"Create a search using a variety of options to filter the different types of information we have in our catalog.\",\"search_main_advanced_search_empty_lists\":\"You don't have any lists yet.\",\"search_main_advanced_search_expand_all\":\"Expand all\",\"search_main_advanced_search_no_results_heading\":\"No results found\",\"search_main_advanced_search_no_results_subheading\":\"Please adjust your filters or start a new search\",\"search_main_advanced_search_pro_cta_companies\":\"View full company info for {target}\",\"search_main_advanced_search_pro_cta_companies_empty\":\"View full company info\",\"search_main_advanced_search_refiner_adultnames\":\"Adult names\",\"search_main_advanced_search_refiner_adultnames_include\":\"Include adult names\",\"search_main_advanced_search_refiner_adultnames_exclude\":\"Exclude adult names\",\"search_main_advanced_search_refiner_adultnames_only\":\"Only adult names\",\"search_main_advanced_search_refiner_genderidentity_option_Other\":\"Other\",\"search_main_advanced_search_refiner_adulttitles\":\"Adult titles\",\"search_main_advanced_search_refiner_adulttitles_exclude\":\"Exclude adult titles\",\"search_main_advanced_search_refiner_adulttitles_include\":\"Include adult titles\",\"search_main_advanced_search_refiner_adulttitles_only\":\"Only adult titles\",\"search_main_advanced_search_refiner_awards_best_director_nominated\":\"Best Director-Nominated\",\"search_main_advanced_search_refiner_awards_best_director_winning\":\"Best Director-Winning\",\"search_main_advanced_search_refiner_awards_best_actor_nominated\":\"Best Actor-Nominated\",\"search_main_advanced_search_refiner_awards_best_actor_winning\":\"Best Actor-Winning\",\"search_main_advanced_search_refiner_awards_best_actress_nominated\":\"Best Actress-Nominated\",\"search_main_advanced_search_refiner_awards_best_actress_winning\":\"Best Actress-Winning\",\"search_main_advanced_search_refiner_awards_best_supporting_actress_nominated\":\"Best Supporting Actress-Nominated\",\"search_main_advanced_search_refiner_awards_best_supporting_actress_winning\":\"Best Supporting Actress-Winning\",\"search_main_advanced_search_refiner_awards_best_supporting_actor_nominated\":\"Best Supporting Actor-Nominated\",\"search_main_advanced_search_refiner_awards_best_supporting_actor_winning\":\"Best Supporting Actor-Winning\",\"search_main_advanced_search_refiner_awards_best_picture_nominated\":\"Best Picture-Nominated\",\"search_main_advanced_search_refiner_awards_best_picture_winning\":\"Best Picture-Winning\",\"search_main_advanced_search_refiner_awards_bottom100\":\"IMDb Bottom 100\",\"search_main_advanced_search_refiner_awards_bottom1000\":\"IMDb Bottom 1000\",\"search_main_advanced_search_refiner_awards_bottom250\":\"IMDb Bottom 250\",\"search_main_advanced_search_refiner_awards_emmy_nominated\":\"Emmy Award-Nominated\",\"search_main_advanced_search_refiner_awards_emmy_winning\":\"Emmy Award-Winning\",\"search_main_advanced_search_refiner_awards_gg_nominated\":\"Golden Globe-Nominated\",\"search_main_advanced_search_refiner_awards_gg_winning\":\"Golden Globe-Winning\",\"search_main_advanced_search_refiner_awards_nfbp\":\"National Film Board Preserved\",\"search_main_advanced_search_refiner_awards_oscar_nominated\":\"Oscar-Nominated\",\"search_main_advanced_search_refiner_awards_oscar_winning\":\"Oscar-Winning\",\"search_main_advanced_search_refiner_awards_razzie_nominated\":\"Razzie-Nominated\",\"search_main_advanced_search_refiner_awards_razzie_winning\":\"Razzie-Winning\",\"search_main_advanced_search_refiner_awards_top100\":\"IMDb Top 100\",\"search_main_advanced_search_refiner_awards_top1000\":\"IMDb Top 1000\",\"search_main_advanced_search_refiner_awards_top250\":\"IMDb Top 250\",\"search_main_advanced_search_refiner_awardsandspecialrec\":\"Awards \\u0026 recognition\",\"search_main_advanced_search_refiner_biography\":\"Biography\",\"search_main_advanced_search_refiner_bioAuthor\":\"Biography author\",\"search_main_advanced_search_refiner_birthdate\":\"Birth date\",\"search_main_advanced_search_refiner_birthdate_above_label\":\"Enter birth date from\",\"search_main_advanced_search_refiner_birthdate_below_label\":\"Enter birth date to\",\"search_main_advanced_search_refiner_birthdate_end_only\":\"Birth date: before {endDate}\",\"search_main_advanced_search_refiner_birthdate_exact\":\"Birth date: {exactDate}\",\"search_main_advanced_search_refiner_birthdate_start_only\":\"Birth date: after {startDate}\",\"search_main_advanced_search_refiner_birthdate_start_to_end\":\"Birth date: {startDate} to {endDate}\",\"search_main_advanced_search_fulldate_subtext\":\"Enter full date\",\"search_main_advanced_search_yearmonth_subtext\":\"or just enter yyyy, or yyyy-mm below\",\"search_main_advanced_search_refiner_birthday_placeholder\":\"MM-DD\",\"search_main_advanced_search_refiner_birthday\":\"Birthday\",\"search_main_advanced_search_refiner_birthday_input_label\":\"Enter birthday\",\"search_main_advanced_search_refiner_birthplace\":\"Birth place\",\"search_main_advanced_search_refiner_bothrequired\":\"Both fields required for each search\",\"search_main_advanced_search_refiner_castorcrew\":\"Cast or crew\",\"search_main_advanced_search_refiner_colorinfo\":\"Color info\",\"search_main_advanced_search_refiner_colorinfo_aceschip\":\"ACES\",\"search_main_advanced_search_refiner_colorinfo_blackandwhitechip\":\"Black \\u0026 White\",\"search_main_advanced_search_refiner_colorinfo_colorchip\":\"Color\",\"search_main_advanced_search_refiner_colorinfo_colorizedchip\":\"Colorized\",\"search_main_advanced_search_refiner_companies\":\"Companies\",\"search_main_advanced_search_refiner_countries\":\"Countries\",\"search_main_advanced_search_refiner_country\":\"Country\",\"search_main_advanced_search_refiner_country_primary_header_text\":\"{country} (primary)\",\"search_main_advanced_search_refiner_country_primary_text\":\"Search country of origin only\",\"search_main_advanced_search_refiner_credits\":\"Credits\",\"search_main_advanced_search_refiner_deathdate\":\"Death date\",\"search_main_advanced_search_refiner_deathdate_above_label\":\"Enter death date from\",\"search_main_advanced_search_refiner_deathdate_below_label\":\"Enter death date to\",\"search_main_advanced_search_refiner_deathdate_end_only\":\"Death date: before {endDate}\",\"search_main_advanced_search_refiner_deathdate_exact\":\"Death date: {exactDate}\",\"search_main_advanced_search_refiner_deathdate_start_only\":\"Death date: after {startDate}\",\"search_main_advanced_search_refiner_deathdate_start_to_end\":\"Death date: {startDate} to {endDate}\",\"search_main_advanced_search_refiner_deathplace\":\"Death place\",\"search_main_advanced_search_refiner_excludelists\":\"Exclude from your lists\",\"search_main_advanced_search_refiner_filminglocations\":\"Filming locations\",\"search_main_advanced_search_refiner_filmography\":\"Filmography\",\"search_main_advanced_search_refiner_genderidentity\":\"Gender identity\",\"search_main_advanced_search_refiner_genderidentity_option_male\":\"Male\",\"search_main_advanced_search_refiner_genderidentity_option_female\":\"Female\",\"search_main_advanced_search_refiner_genderidentity_option_nonbinary\":\"Non-binary\",\"search_main_advanced_search_refiner_genderidentity_option_other\":\"Other\",\"search_main_advanced_search_refiner_genre\":\"Genre\",\"search_main_advanced_search_refiner_imdbratings\":\"IMDb ratings\",\"search_main_advanced_search_refiner_imdbratings_max_only\":\"IMDb ratings: {maxRating} or below\",\"search_main_advanced_search_refiner_imdbratings_min_only\":\"IMDb ratings: {minRating} or above\",\"search_main_advanced_search_refiner_imdbratings_min_to_max\":\"IMDb ratings: {minRating} to {maxRating}\",\"search_main_advanced_search_refiner_includelists\":\"Include from your lists\",\"search_main_advanced_search_refiner_intheaters\":\"In theaters\",\"search_main_advanced_search_refiner_intheaters_showall\":\"Show all titles\",\"search_main_advanced_search_refiner_intheaters_nearyou\":\"In theaters near you\",\"search_main_advanced_search_refiner_intheaters_fav\":\"In favorite theaters\",\"search_main_advanced_search_refiner_intheaters_onlineticketing\":\"In theaters with online ticketing (US only)\",\"search_main_advanced_search_refiner_keywords\":\"Keywords\",\"search_main_advanced_search_refiner_keyword\":\"Keyword\",\"search_main_advanced_search_refiner_exclude_keyword\":\"Exclude keyword\",\"search_main_advanced_search_refiner_languages\":\"Languages\",\"search_main_advanced_search_refiner_language_primary_header_text\":\"{language} (primary)\",\"search_main_advanced_search_refiner_language_primary_text\":\"Search primary language only\",\"search_main_advanced_search_refiner_name\":\"Name\",\"search_main_advanced_search_refiner_nametext_placeholder\":\"e.g. Audrey Hepburn\",\"search_main_advanced_search_refiner_numofvotes\":\"Number of votes\",\"search_main_advanced_search_refiner_popularityrank\":\"IMDb popularity rank\",\"search_main_advanced_search_refiner_numofvotes_above_label\":\"Enter number of votes above\",\"search_main_advanced_search_refiner_numofvotes_below_label\":\"Enter number of votes below\",\"search_main_advanced_search_refiner_numofvotes_min_to_max\":\"Rating Count: {minNumOfVotes} to {maxNumOfVotes}\",\"search_main_advanced_search_refiner_numofvotes_min_only\":\"Rating Count: {minNumOfVotes} or above\",\"search_main_advanced_search_refiner_numofvotes_max_only\":\"Rating Count: {maxNumOfVotes} or below\",\"search_main_advanced_search_refiner_popularityrank_min_to_max\":\"IMDb Popularity Rank: {min} to {max}\",\"search_main_advanced_search_refiner_popularityrank_min_only\":\"IMDb Popularity Rank: {min} or above\",\"search_main_advanced_search_refiner_popularityrank_max_only\":\"IMDb Popularity Rank: {max} or below\",\"search_main_advanced_search_refiner_pagedata\":\"Available page data\",\"search_main_advanced_search_refiner_pagetopics\":\"Page topics\",\"search_main_advanced_search_refiner_pagetopics_chiptext\":\"Only includes titles with the selected topics\",\"search_main_advanced_search_refiner_pagetopics_placeholder\":\"e.g. Wild horse\",\"search_main_advanced_search_people_refiner_pagetopics_chiptext\":\"Only includes names with the selected topics\",\"search_main_advanced_search_people_refiner_pagetopics_placeholder\":\"e.g. Arrested\",\"search_main_advanced_search_refiner_pagetopics_selecttext\":\"Search within topic\",\"search_main_advanced_search_people_refiner_pagetopics_awardnominations\":\"Award Nominations\",\"search_main_advanced_search_people_refiner_pagetopics_biography\":\"Biography\",\"search_main_advanced_search_people_refiner_pagetopics_birthdate\":\"Birth Date\",\"search_main_advanced_search_people_refiner_pagetopics_birthplace\":\"Place of birth\",\"search_main_advanced_search_people_refiner_pagetopics_deathdate\":\"Death Date\",\"search_main_advanced_search_people_refiner_pagetopics_deathplace\":\"Place of death\",\"search_main_advanced_search_people_refiner_pagetopics_heightinfo\":\"Height info\",\"search_main_advanced_search_people_refiner_pagetopics_quotes\":\"Quotes\",\"search_main_advanced_search_refiner_plot\":\"Plot\",\"search_main_advanced_search_refiner_plotAuthor\":\"Plot author\",\"search_main_advanced_search_refiner_popularity\":\"Popularity\",\"search_main_advanced_search_refiner_ratedbyyou\":\"Rated by you\",\"search_main_advanced_search_refiner_ratedbyyou_includeall\":\"Include all titles\",\"search_main_advanced_search_refiner_ratedbyyou_restrict\":\"Restrict to titles I've seen\",\"search_main_advanced_search_refiner_ratedbyyou_exclude\":\"Exclude titles I've seen\",\"search_main_advanced_search_refiner_ratings_above_label\":\"Enter IMDb user ratings above\",\"search_main_advanced_search_refiner_ratings_below_label\":\"Enter IMDb user ratings below\",\"search_main_advanced_search_refiner_rankings_above_label\":\"Enter IMDb popularity rank above\",\"search_main_advanced_search_refiner_rankings_below_label\":\"Enter IMDb popularity rank below\",\"search_main_advanced_search_refiner_releasedate\":\"Release date\",\"search_main_advanced_search_refiner_releasedate_above_label\":\"Enter release date above\",\"search_main_advanced_search_refiner_releasedate_below_label\":\"Enter release date below\",\"search_main_advanced_search_refiner_releasedate_exact\":\"Release Date: {exactDate}\",\"search_main_advanced_search_refiner_releasedate_end_only\":\"Release Date: before {endDate}\",\"search_main_advanced_search_refiner_releasedate_start_only\":\"Release Date: after {startDate}\",\"search_main_advanced_search_refiner_releasedate_start_to_end\":\"Release Date: {startDate} to {endDate}\",\"search_main_advanced_search_refiner_resultsdisplay\":\"Results display\",\"search_main_advanced_search_refiner_resultsperpage\":\"\\\"{count}\\\" results per page\",\"search_main_advanced_search_refiner_runtime\":\"Runtime\",\"search_main_advanced_search_refiner_runtime_above_label\":\"Enter runtime above\",\"search_main_advanced_search_refiner_runtime_below_label\":\"Enter runtime below\",\"search_main_advanced_search_refiner_runtime_max_only\":\"Runtime under {maxMinutes, plural, one {# minute} other {# minutes}}\",\"search_main_advanced_search_refiner_runtime_min_only\":\"Runtime over {minMinutes, plural, one {# minute} other {# minutes}}\",\"search_main_advanced_search_refiner_runtime_min_to_max\":\"Runtime: {minMinutes} to {maxMinutes, plural, one {# minute} other {# minutes}}\",\"search_main_advanced_search_refiner_runtime_subtext\":\"In minutes\",\"search_main_advanced_search_refiner_samepeople\":\"Two titles with the same people\",\"search_main_advanced_search_refiner_sametitle\":\"Two people in the same title\",\"search_main_advanced_search_refiner_series\":\"Series\",\"search_main_advanced_search_refiner_soundmix\":\"Sound mix\",\"search_main_advanced_search_refiner_soundmix_12trackdigital\":\"12-Track Digital Sound\",\"search_main_advanced_search_refiner_soundmix_3channel\":\"3 Channel Stereo\",\"search_main_advanced_search_refiner_soundmix_4trackstereo\":\"4-Track Stereo\",\"search_main_advanced_search_refiner_soundmix_6trackstereo\":\"6-Track Stereo\",\"search_main_advanced_search_refiner_soundmix_70mm6track\":\"70 mm 6-Track\",\"search_main_advanced_search_refiner_soundmix_aga_sound_system\":\"AGA Sound System\",\"search_main_advanced_search_refiner_soundmix_auro_11_1\":\"Auro 11.1\",\"search_main_advanced_search_refiner_soundmix_cds\":\"CDS\",\"search_main_advanced_search_refiner_soundmix_chrono\":\"Chronophone\",\"search_main_advanced_search_refiner_soundmix_cinaphone\":\"Cinephone\",\"search_main_advanced_search_refiner_soundmix_cinematophone\":\"Cinematophone\",\"search_main_advanced_search_refiner_soundmix_cinerama\":\"Cinerama 7-Track\",\"search_main_advanced_search_refiner_soundmix_cinesound\":\"Cinesound\",\"search_main_advanced_search_refiner_soundmix_d_cinema_48khz_5_1\":\"D-Cinema 48kHz 5.1\",\"search_main_advanced_search_refiner_soundmix_datasat\":\"Datasat\",\"search_main_advanced_search_refiner_soundmix_dd\":\"Dolby Digital\",\"search_main_advanced_search_refiner_soundmix_ddex\":\"Dolby Digital EX\",\"search_main_advanced_search_refiner_soundmix_digitrac\":\"Digitrac Digital Audio System\",\"search_main_advanced_search_refiner_soundmix_dolby\":\"Dolby\",\"search_main_advanced_search_refiner_soundmix_dolby_atmos\":\"Dolby Atmos\",\"search_main_advanced_search_refiner_soundmix_dolby_stereo\":\"Dolby Stereo\",\"search_main_advanced_search_refiner_soundmix_dolby_surround_7_1\":\"Dolby Surround 7.1\",\"search_main_advanced_search_refiner_soundmix_dsr\":\"Dolby SR\",\"search_main_advanced_search_refiner_soundmix_dts\":\"DTS\",\"search_main_advanced_search_refiner_soundmix_dts70mm\":\"DTS 70 mm\",\"search_main_advanced_search_refiner_soundmix_dtses\":\"DTS-ES\",\"search_main_advanced_search_refiner_soundmix_dtsstereo\":\"DTS Stereo\",\"search_main_advanced_search_refiner_soundmix_forestphono\":\"De Forest Phonofilm\",\"search_main_advanced_search_refiner_soundmix_imax\":\"IMAX 6-Track\",\"search_main_advanced_search_refiner_soundmix_kino\":\"Kinoplasticon\",\"search_main_advanced_search_refiner_soundmix_lcconcept\":\"LC-Concept Digital Sound\",\"search_main_advanced_search_refiner_soundmix_matrix\":\"Matrix Surround\",\"search_main_advanced_search_refiner_soundmix_mono\":\"Mono\",\"search_main_advanced_search_refiner_soundmix_perspecta\":\"Perspecta Stereo\",\"search_main_advanced_search_refiner_soundmix_phonokinema\":\"Phono-Kinema\",\"search_main_advanced_search_refiner_soundmix_sdds\":\"SDDS\",\"search_main_advanced_search_refiner_soundmix_sensurround\":\"Sensurround\",\"search_main_advanced_search_refiner_soundmix_silent\":\"Silent\",\"search_main_advanced_search_refiner_soundmix_sonicsddp\":\"Sonics-DDP\",\"search_main_advanced_search_refiner_soundmix_sonix\":\"Sonix\",\"search_main_advanced_search_refiner_soundmix_stereo\":\"Stereo\",\"search_main_advanced_search_refiner_soundmix_ultrastereo\":\"Ultra Stereo\",\"search_main_advanced_search_refiner_soundmix_vita\":\"Vitaphone\",\"search_main_advanced_search_refiner_titledata\":\"Title Data\",\"search_main_advanced_search_refiner_titlename\":\"Title name\",\"search_main_advanced_search_refiner_titlename_placeholder\":\"e.g. The Godfather\",\"search_main_advanced_search_refiner_titletype\":\"Title type\",\"search_main_advanced_search_refiner_uscerts\":\"US certificates\",\"search_main_advanced_search_refiner_watchoptions\":\"Instant watch options\",\"search_main_advanced_search_search_filters_text\":\"Search filters\",\"search_main_advanced_search_section_collaborations_empty_state_alt\":\"Search for Titles instead.\",\"search_main_advanced_search_section_collaborations_empty_state_header\":\"Find collaborations and titles in common\",\"search_main_advanced_search_section_collaborations_title1\":\"Title 1\",\"search_main_advanced_search_section_collaborations_title2\":\"Title 2\",\"search_main_advanced_search_section_collaborations_name1\":\"Name 1\",\"search_main_advanced_search_section_collaborations_name2\":\"Name 2\",\"search_main_advanced_search_section_name_empty_state_alt\":\"Search for Titles instead.\",\"search_main_advanced_search_section_name_empty_state_header\":\"Create a more specific name search\",\"search_main_advanced_search_section_title\":\"Advanced search\",\"search_main_advanced_search_section_title_description\":\"Create a more specific search using a variety of options and filters\",\"search_main_advanced_search_section_title_empty_state_alt\":\"Search for names instead.\",\"search_main_advanced_search_section_title_empty_state_header\":\"Create a more specific title search\",\"search_main_advanced_search_see_results\":\"See results\",\"search_main_advanced_search_sort_alphabetical\":\"A-Z\",\"search_main_advanced_search_sort_box_office\":\"US box office\",\"search_main_advanced_search_sort_birth_date\":\"Birth date\",\"search_main_advanced_search_sort_death_date\":\"Death date\",\"search_main_advanced_search_sort_by\":\"Sort by\",\"search_main_advanced_search_sort_num_votes\":\"Number of ratings\",\"search_main_advanced_search_sort_order\":\"Sort 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TV Shows\",\"interest_detail_popularMovies_header\":\"Popular movies\",\"interest_detail_popularTv_header\":\"Popular TV shows\",\"interest_detail_topRatedMovies_header\":\"Top rated movies\",\"interest_detail_topRatedTv_header\":\"Top rated TV shows\",\"interest_detail_similarInterests_header\":\"Similar interests\",\"list_title_filter_button_label\":\"filter\",\"list_title_filter_genres_label\":\"genres\",\"list_title_filter_title_type_label\":\"title type\",\"list_title_filter_release_year_label\":\"release year\",\"list_title_filter_release_start_year_label\":\"Enter release year above\",\"list_title_filter_release_end_year_label\":\"Enter release year below\",\"list_title_filter_single_user_ratings_label\":\"{nickName}'s ratings\",\"list_title_filter_imdb_ratings_label\":\"imdb ratings\",\"list_title_filter_you_and_this_list_label\":\"you and this list\",\"list_title_filter_user_rating_label\":\"user rating\",\"list_title_filter_user_rating_above_label\":\"Enter user ratings above\",\"list_title_filter_user_rating_below_label\":\"Enter user ratings below\",\"list_title_filter_user_rating_count_label\":\"number of votes\",\"list_title_filter_user_rating_count_above_label\":\"Enter number of votes above\",\"list_title_filter_user_rating_count_below_label\":\"Enter number of votes below\",\"list_title_filter_where_to_watch_label\":\"where to watch\",\"list_title_filter_rating_list_label\":\"ratings\",\"list_title_filter_watchlist_label\":\"watchlist\",\"list_title_filter_keywords_label\":\"keywords\",\"list_title_filter_titles_I_rated_label\":\"Titles I rated\",\"list_title_filter_titles_I_did_not_rate_label\":\"Titles I didn't rate\",\"list_title_filter_in_theaters_label\":\"in theaters\",\"list_title_filter_in_watchlist_label\":\"In watchlist\",\"list_title_filter_not_in_watchlist_label\":\"Not in watchlist\",\"list_title_filter_none_label\":\"None\",\"list_title_filter_in_favorite_theaters_label\":\"In favorite theaters\",\"list_title_filter_in_theaters_near_you_label\":\"In theaters near you\",\"list_title_filter_in_theaters_with_online_ticketing_label\":\"In theaters with online ticketing\",\"list_title_filter_chip_release_year_start_to_end_label\":\"Release year: {startYear} to {endYear}\",\"list_title_filter_chip_release_year_start_only_label\":\"Release year: after {startYear}\",\"list_title_filter_chip_release_year_end_only_label\":\"Release year: before {endYear}\",\"list_title_filter_chip_user_rating_min_to_max_label\":\"User rating: {minRating} to {maxRating}\",\"list_title_filter_chip_single_user_rating_min_only_label\":\"{nickName}'s rating: {minRating} or above\",\"list_title_filter_chip_single_user_rating_max_only_label\":\"{nickName}'s rating: {maxRating} or below\",\"list_title_filter_chip_user_rating_min_only_label\":\"User rating: {minRating} or above\",\"list_title_filter_chip_keyword_label\":\"Keyword: \\\"{text}\\\"\",\"list_title_filter_chip_user_rating_max_only_label\":\"User rating: {maxRating} or below\",\"list_title_filter_chip_user_rating_count_min_to_max_label\":\"Number of votes: {minRatingCount} to {maxRatingCount}\",\"list_title_filter_chip_user_rating_count_min_only_label\":\"Number of votes: {minRatingCount} or above\",\"list_title_filter_chip_user_rating_count_max_only_label\":\"Number of votes: {maxRatingCount} or below\",\"list_title_filter_prompt_show_all_genres_button_label\":\"Show all genres\",\"list_title_filter_prompt_show_all_watch_options_button_label\":\"Show all watch options\",\"list_title_filter_prompt_show_all_keywords_button_label\":\"Show all keywords\",\"list_editable_title_aria_label\":\"Edit list title\",\"list_editable_description_aria_label\":\"Edit list description\",\"list_edit_prompt_broken_item\":\"This item does not exist and should be removed\",\"list_edit_prompt_delete\":\"Are you sure you want to delete?\",\"list_edit_prompt_delete_description\":\"{numItemsSelected} items selected\",\"list_edit_prompt_copy\":\"Copy to another list\",\"list_edit_prompt_description\":\"Your lists\",\"list_edit_prompt_move\":\"Move to another list\",\"list_edit_prompt_empty_titles\":\"You have no other title lists.\",\"list_edit_prompt_empty_people\":\"You have no other people lists.\",\"list_edit_prompt_empty_images\":\"You have no other image lists.\",\"list_edit_prompt_empty_videos\":\"You have no other video lists.\",\"list_edit_warning_more_than_50_items\":\"You selected more than the limit of 50 items. Please deselect {numOver} items.\",\"list_edit_failure_more_than_50_items\":\"You’ve selected more than the limit of 50 items\",\"list_edit_title_text_success\":\"List name was successfully updated\",\"list_edit_title_text_failure\":\"Failed to update list name, please try again\",\"list_edit_delete_items_success\":\"Items were successfully removed from the list\",\"list_edit_delete_items_failure\":\"Failed to remove items from the list, please try again\",\"list_edit_reorder_items_success\":\"Item successfully moved\",\"list_edit_reorder_items_failure\":\"Failed to move item, please try again\",\"list_edit_copy_items_success\":\"Items were successfully copied from this list\",\"list_edit_copy_items_failure\":\"Failed to copy items from this list, please try again\",\"list_edit_move_items_success\":\"Items were successfully moved from this list\",\"list_edit_move_items_failure\":\"Failed to move items from this list, please try again\",\"list_edit_description_placeholder\":\"Enter a description for your list\",\"list_edit_description_text_success\":\"List description was successfully updated\",\"list_edit_description_text_failure\":\"Failed to update list description, please try again\",\"list_item_edit_description_text_success\":\"List item description was successfully updated\",\"list_item_edit_description_text_failure\":\"Failed to update list item description, please try again\",\"list_item_edit_description_text_aria_label\":\"Click to add or edit a note\",\"list_item_edit_description_text_placeholder\":\"Add a note\",\"list_item_edit_item_reorder_label\":\"Reorder {target}\",\"list_item_edit_reorder_prompt_title\":\"Manually set item position for\",\"list_item_edit_reorder_prompt_current_position\":\"Current position\",\"list_item_edit_reorder_prompt_invalid_number\":\"Please input a valid number\",\"list_item_edit_reorder_prompt_desired_position\":\"Desired position\",\"list_edit_select_all_checkbox_aria\":\"Select all displayed items in the list\",\"exports_page_empty_text\":\"You have not exported any lists yet.\",\"exports_page_filtered_empty_text\":\"No items match your selected filters. Try adjusting your filter selections.\",\"list_page_empty_text\":\"This list is empty.\",\"list_page_filtered_results_empty_text\":\"No items match your selected filters. Try adjusting your filter selections.\",\"list_validation_title_min_length\":\"List title cannot be empty.\",\"list_validation_title_max_length\":\"List titles cannot exceed {maxLength} characters.\",\"list_validation_uci_content\":\"Please remove private information \\\"{email}\\\".\",\"list_validation_unsupported_char\":\"Please remove unsupported characters \\\"{char}\\\".\",\"related_list_page_empty_text\":\"There are no lists related to {entityName} yet. Start the trend by creating one!\",\"your_ratings_privacy_prompt_header\":\"Privacy setting\",\"your_ratings_list_page_empty_text\":\"You haven't rated anything yet. Start rating titles and they will be listed here.\",\"your_lists_list_page_empty_text\":\"You have not created any lists yet.\",\"your_lists_list_page_empty_text_cta\":\"Create a new list\",\"comingSoon_add_to_watchlist_for_notifications\":\"Add to Watchlist for notifications\",\"checkins_checked_in_on\":\"Checked in {date}\",\"checkins_page_description\":\"Check-Ins enable you to share the content you're currently or previously viewing. We store all your check-ins for future reference in this list.\",\"checkins_page_non_owner_title\":\"{authorName}'s Check-Ins\",\"comingSoon_coming_soon_to_theaters\":\"Coming soon to theaters\",\"comingSoon_get_tickets\":\"Get tickets\",\"comingSoon_trailer_ariaLabel_suffix\":\"trailer\",\"comingSoon_trailers_for_upcoming_releases\":\"Trailers for upcoming releases\",\"comingSoon_watch_soon_at_home\":\"Watch soon at home\",\"common_above\":\"above\",\"common_and\":\"and\",\"common_add_image\":\"Add image\",\"common_add_to_list_buttonText\":\"Add to list\",\"common_after\":\"after\",\"common_alexa_datasource_identifier\":\"Powered by Alexa\",\"common_allTopics_button_ariaLabel\":\"View all topics\",\"common_allTopics_button_label\":\"All topics\",\"common_allTopics_creditGroup\":\"Credits\",\"common_allTopics_didYouKnowGroup\":\"Did You Know\",\"common_allTopics_popularGroup\":\"Popular\",\"common_allTopics_proGroup\":\"Industry Professionals\",\"common_allTopics_promptHeader_ariaLabel\":\"All Topics Header\",\"common_allTopics_promptHeader_title\":\"All topics\",\"common_allTopics_relatedGroup\":\"Related\",\"common_ariaLabel_closePrompt\":\"Close Prompt\",\"common_ariaLabel_collapse\":\"Collapse {target}\",\"common_ariaLabel_expand\":\"Expand {target}\",\"common_ariaLabel_goTo\":\"Go to {target}\",\"common_ariaLabel_isHelpful\":\"Is helpful\",\"common_ariaLabel_isNotHelpful\":\"Is not helpful\",\"common_ariaLabel_search\":\"Search {context}: {target}\",\"common_ariaLabel_seeAll\":\"{target}: see all\",\"common_ariaLabel_seeAnswer\":\"See the answer\",\"common_ariaLabel_seeMore\":\"{target}: see more\",\"common_ariaLabels_IMDbRating\":\"IMDb rating: {rating}\",\"common_ariaLabels_other_user_rating\":\"User rating: {value}\",\"common_ariaLabels_gotoList\":\"View list page for {listTitle}\",\"common_ariaLabels_gotoName\":\"View name page for {nameText}\",\"common_ariaLabels_gotoTitle\":\"View title page for {titleName}\",\"common_ariaLabels_gotoTrailer\":\"Watch trailer for {titleName}\",\"common_ariaLabel_loading\":\"Loading\",\"common_ariaLabels_notRatable\":\"This title is currently not ratable\",\"common_ariaLabels_ratingButtonLoading\":\"Loading rating\",\"common_ariaLabels_ratingButtonRated\":\"Your rating: {rating}\",\"common_ariaLabels_ratingButtonUnrated\":\"Rate {titleName}\",\"common_ariaLabels_seeFullCastAndCrew\":\"See full cast and crew\",\"common_ariaLabels_seeAllCastAndCrew\":\"See all cast and crew\",\"common_ariaLabels_seeMore\":\"See more\",\"common_awards_guide_name\":\"Awards submission guide\",\"common_awards_guide_text\":\"Please see our guide to updating awards\",\"common_awards_guide_with_link\":\"For guidance, please visit the {awardsGuide}.\",\"common_awards_nominee\":\"Nominee\",\"common_awards_title\":\"Awards\",\"common_awards_winner\":\"Winner\",\"common_backToTop_label\":\"Back to top\",\"common_before\":\"before\",\"common_below\":\"below\",\"common_birth_name\":\"Birth name\",\"common_born\":\"Born\",\"common_buttons_add\":\"Add\",\"common_buttons_cancel\":\"Cancel\",\"common_buttons_close\":\"Close\",\"common_buttons_continue\":\"Continue\",\"common_buttons_copy\":\"Copy\",\"common_buttons_create\":\"Create\",\"common_buttons_delete\":\"Delete\",\"common_buttons_details\":\"Details\",\"common_buttons_edit\":\"Edit\",\"common_buttons_export\":\"Export\",\"common_buttons_move\":\"Move\",\"common_buttons_open\":\"Open\",\"common_buttons_retry\":\"Try again\",\"common_buttons_save\":\"Save\",\"common_buttons_see_all\":\"See all\",\"common_buttons_see_more\":\"See more\",\"common_buttons_trailer\":\"Trailer\",\"common_buttons_update\":\"Update\",\"common_buttons_watchbar_ariaLabel_allWatchOptions\":\"Show all {count} watch options\",\"common_buttons_watchNow\":\"Watch now\",\"common_buttons_watchOptions\":\"Watch options\",\"common_buttons_watchlist\":\"Watchlist\",\"common_buttons_watchlist_label_addToWatchlist\":\"Add to Watchlist\",\"common_buttons_watchlist_label_inWatchlist\":\"In Watchlist\",\"common_buttons_watchlist_label_moreWatchOptions\":\"More watch options\",\"common_by\":\"by\",\"common_cast_characterName_with_as\":\"as {characterName}\",\"common_cast_episode_number\":\"E\",\"common_cast_label_seeCharacterPhotosAndQuotes\":\"Character photos \\u0026 quotes\",\"common_cast_numEpisodes\":\"{totalEpisodes, plural, one {{totalEpisodes} episode} other {{totalEpisodes} episodes}}\",\"common_cast_numEpisodes_short\":\"{totalEpisodes, plural, one {{totalEpisodes} ep} other {{totalEpisodes} eps}}\",\"common_cast_season_number\":\"S\",\"common_checkbox_deselect\":\"Deselect {target}\",\"common_checkbox_select\":\"Select {target}\",\"common_children\":\"Children\",\"common_copy_link\":\"Copy link\",\"common_count_items\":\"{count, plural, one {1 item} other {{count} items}}\",\"common_count_items_images\":\"{count, plural, one {1 image} other {{count} images}}\",\"common_count_items_lists\":\"{count, plural, one {1 list} other {{count} lists}}\",\"common_count_items_people\":\"{count, plural, one {1 person} other {{count} people}}\",\"common_count_items_titles\":\"{count, plural, one {1 title} other {{count} titles}}\",\"common_count_items_videos\":\"{count, plural, one {1 video} other {{count} videos}}\",\"common_cta_addPlot\":\"Add a plot\",\"common_date_april\":\"April\",\"common_date_august\":\"August\",\"common_date_beforeChrist\":\"BC\",\"common_date_circa\":\"c.\",\"common_date_day\":\"Day\",\"common_date_december\":\"December\",\"common_date_february\":\"February\",\"common_date_january\":\"January\",\"common_date_july\":\"July\",\"common_date_june\":\"June\",\"common_date_march\":\"March\",\"common_date_may\":\"May\",\"common_date_modified\":\"Modified {date}\",\"common_date_month\":\"Month\",\"common_date_november\":\"November\",\"common_date_october\":\"October\",\"common_date_september\":\"September\",\"common_day_sunday\":\"Sunday\",\"common_day_monday\":\"Monday\",\"common_day_tuesday\":\"Tuesday\",\"common_day_wednesday\":\"Wednesday\",\"common_day_thursday\":\"Thursday\",\"common_day_friday\":\"Friday\",\"common_day_saturday\":\"Saturday\",\"common_date_year\":\"Year\",\"common_description_topQuestions\":\"Top questions and answers about {target}\",\"common_details_officialSites\":\"{siteCount, plural, one {Official site} other {Official sites}}\",\"common_details_officialSites_defaultSiteLabel\":\"Official Site\",\"common_died\":\"Died\",\"common_dropdown_option_latest\":\"Latest\",\"common_dropdown_option_none\":\"None\",\"common_eg\":\"e.g.\",\"common_episode\":\"Episode\",\"common_exclude\":\"Exclude\",\"common_externalSites_subpage_meta_description\":\"Official sites, and other sites with posters, videos, photos and more.\",\"common_externalSites_subpage_title\":\"External sites\",\"common_featureHeader_ariaLabel_editLink\":\"{featureTitle}: edit\",\"common_featureHeader_link_edit\":\"Edit\",\"common_featureHeader_link_info\":\"More information\",\"common_go_to_your_list\":\"Go to your list.\",\"common_height\":\"Height\",\"common_help\":\"Help\",\"common_images\":\"Images\",\"common_image\":\"Image\",\"common_image_not_found\":\"Image not found\",\"common_imdb_pro\":\"IMDbPro\",\"common_include\":\"Include\",\"common_jumpTo\":\"Jump to\",\"common_label_allEntriesSpoilers\":\"All entries contain spoilers\",\"common_label_helpful\":\"helpful\",\"common_label_moreOptions\":\"More options\",\"common_label_report\":\"Report\",\"common_label_spoiler\":\"Spoiler\",\"common_label_viewWatchlist\":\"View Watchlist\",\"common_language_AB\":\"Abkhazian\",\"common_language_AF\":\"Afrikaans\",\"common_language_AII\":\"Assyrian Neo-Aramaic\",\"common_language_AK\":\"Akan\",\"common_language_ALE\":\"Aleut\",\"common_language_ALG\":\"Algonquin\",\"common_language_AM\":\"Amharic\",\"common_language_AN\":\"Aragonese\",\"common_language_ANG\":\"Old English\",\"common_language_APA\":\"Apache languages\",\"common_language_AQC\":\"Archi\",\"common_language_AR\":\"Arabic\",\"common_language_ARC\":\"Aramaic\",\"common_language_ARN\":\"Mapudungun\",\"common_language_ARP\":\"Arapaho\",\"common_language_AS\":\"Assamese\",\"common_language_ASB\":\"Assiniboine\",\"common_language_ASE\":\"American Sign Language\",\"common_language_ASF\":\"Australian Sign Language\",\"common_language_AST\":\"Bable\",\"common_language_ATH\":\"Athapascan languages\",\"common_language_AWA\":\"Awadhi\",\"common_language_AY\":\"Aymara\",\"common_language_AZ\":\"Azerbaijani\",\"common_language_BA\":\"Bashkir\",\"common_language_BAN\":\"Balinese\",\"common_language_BE\":\"Belarusian\",\"common_language_BEM\":\"Bemba\",\"common_language_BER\":\"Berber languages\",\"common_language_BFI\":\"British Sign Language\",\"common_language_BFW\":\"Bonda\",\"common_language_BG\":\"Bulgarian\",\"common_language_BGC\":\"Haryanvi\",\"common_language_BHO\":\"Bhojpuri\",\"common_language_BM\":\"Bambara\",\"common_language_BN\":\"Bengali\",\"common_language_BO\":\"Tibetan\",\"common_language_BR\":\"Breton\",\"common_language_BS\":\"Bosnian\",\"common_language_BSC\":\"Bassari\",\"common_language_BSK\":\"Burushaski\",\"common_language_BZS\":\"Brazilian Sign Language\",\"common_language_CA\":\"Catalan\",\"common_language_CCP\":\"Chakma\",\"common_language_CE\":\"Chechen\",\"common_language_CHR\":\"Cherokee\",\"common_language_CHY\":\"Cheyenne\",\"common_language_CKT\":\"Chukchi\",\"common_language_CMN\":\"Mandarin\",\"common_language_CO\":\"Corsican\",\"common_language_CR\":\"Cree\",\"common_language_CRO\":\"Crow\",\"common_language_CS\":\"Czech\",\"common_language_CY\":\"Welsh\",\"common_language_DA\":\"Danish\",\"common_language_DE\":\"German\",\"common_language_DIN\":\"Dinka\",\"common_language_DOI\":\"Dogri\",\"common_language_DSO\":\"Desiya\",\"common_language_DYO\":\"Jola-Fonyi\",\"common_language_DYU\":\"Dyula\",\"common_language_DZ\":\"Dzongkha\",\"common_language_EE\":\"Ewe\",\"common_language_EGY\":\"Egyptian (Ancient)\",\"common_language_EL\":\"Greek\",\"common_language_EN\":\"English\",\"common_language_ENM\":\"Middle English\",\"common_language_EO\":\"Esperanto\",\"common_language_ES\":\"Spanish\",\"common_language_ET\":\"Estonian\",\"common_language_EU\":\"Basque\",\"common_language_FA\":\"Persian\",\"common_language_FF\":\"Fulah\",\"common_language_FI\":\"Finnish\",\"common_language_FIL\":\"Filipino\",\"common_language_FO\":\"Faroese\",\"common_language_FON\":\"Fon\",\"common_language_FR\":\"French\",\"common_language_FRS\":\"Eastern Frisian\",\"common_language_FSL\":\"French Sign Language\",\"common_language_FUF\":\"Pular\",\"common_language_FUR\":\"Friulian\",\"common_language_FVR\":\"Fur\",\"common_language_GA\":\"Irish Gaelic\",\"common_language_GBJ\":\"Gutob\",\"common_language_GD\":\"Gaelic\",\"common_language_GL\":\"Galician\",\"common_language_GN\":\"Guarani\",\"common_language_GNN\":\"Gumatj\",\"common_language_GRB\":\"Grebo\",\"common_language_GRC\":\"Greek, Ancient (to 1453)\",\"common_language_GSG\":\"German Sign Language\",\"common_language_GSW\":\"Swiss German\",\"common_language_GU\":\"Gujarati\",\"common_language_GUP\":\"Gunwinggu\",\"common_language_GUQ\":\"Aché\",\"common_language_HA\":\"Hausa\",\"common_language_HAI\":\"Haida\",\"common_language_HAK\":\"Hakka\",\"common_language_HAW\":\"Hawaiian\",\"common_language_HE\":\"Hebrew\",\"common_language_HI\":\"Hindi\",\"common_language_HMN\":\"Hmong\",\"common_language_HNE\":\"Chhattisgarhi\",\"common_language_HOC\":\"Ho\",\"common_language_HOP\":\"Hopi\",\"common_language_HR\":\"Croatian\",\"common_language_HT\":\"Haitian\",\"common_language_HU\":\"Hungarian\",\"common_language_HY\":\"Armenian\",\"common_language_IBA\":\"Iban\",\"common_language_ICL\":\"Icelandic Sign Language\",\"common_language_ID\":\"Indonesian\",\"common_language_IK\":\"Inupiaq\",\"common_language_INS\":\"Indian Sign Language\",\"common_language_IRU\":\"Irula\",\"common_language_IS\":\"Icelandic\",\"common_language_IT\":\"Italian\",\"common_language_IU\":\"Inuktitut\",\"common_language_JA\":\"Japanese\",\"common_language_JSL\":\"Japanese Sign Language\",\"common_language_KA\":\"Georgian\",\"common_language_KAB\":\"Kabyle\",\"common_language_KAR\":\"Karen\",\"common_language_KCA\":\"Khanty\",\"common_language_KEA\":\"Kabuverdianu\",\"common_language_KFA\":\"Kodava\",\"common_language_KGG\":\"Kusunda\",\"common_language_KHA\":\"Khasi\",\"common_language_KHE\":\"Korowai\",\"common_language_KI\":\"Kikuyu\",\"common_language_KK\":\"Kazakh\",\"common_language_KL\":\"Greenlandic\",\"common_language_KM\":\"Central Khmer\",\"common_language_KN\":\"Kannada\",\"common_language_KO\":\"Korean\",\"common_language_KOK\":\"Konkani\",\"common_language_KPJ\":\"Karajá\",\"common_language_KRO\":\"Kru\",\"common_language_KTZ\":\"Ju'hoan\",\"common_language_KU\":\"Kurdish\",\"common_language_KVK\":\"Korean Sign 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You can track the status of your export by visiting your exports page.\",\"export_prompt_description_logged_out\":\"Export processing may take time. You can track the status of your export by visiting your exports page. Please wait until your export has completed before closing the browser to ensure you don’t lose your progress.\",\"export_prompt_open_export_page\":\"Open exports page\",\"export_in_progress\":\"In progress\",\"export_ready\":\"Ready\",\"export_ready_aria\":\"Start download for {listName}.\",\"export_filter_failed\":\"Failed\",\"export_filter_failed_aria\":\"Toggle filter for failed exports\",\"export_filter_in_progress_aria\":\"Toggle filter for in progress exports\",\"export_filter_ready_aria\":\"Toggle filter for ready exports\",\"export_filter_status\":\"Status\",\"export_failed\":\"Failed\",\"export_expires_in\":\"Expires in {duration}\",\"export_exported\":\"Exported {date}\",\"export_failed_aria\":\"Retry export for {listName}.\",\"export_failed_to_start_list\":\"Failed to trigger export for list. Please try again\",\"export_failed_to_start_ratings\":\"Failed to trigger export for your ratings. Please try again\",\"export_started_list\":\"Successfully started export for list\",\"export_started_ratings\":\"Successfully started export for your ratings\",\"export_title_checkins\":\"{authorName}'s Check-Ins\",\"export_title_watchlist\":\"{authorName}'s Watchlist\",\"list_grid_item_details\":\"Details\",\"list_filter_type\":\"List type\",\"list_list_activity\":\"List activity\",\"list_list_activity_week_views\":\"{numViews} this week\",\"list_list_activity_views\":\"{numViews, plural, one {view} other {views}}\",\"list_options_delete_confirm\":\"Are you sure you want to delete {listName}?\",\"list_options_open\":\"Open options for {listName}\",\"list_options_view\":\"View list\",\"list_privacy_aria_label_toggle\":\"Toggle privacy\",\"list_privacy_label\":\"Privacy\",\"list_privacy_on\":\"On\",\"list_privacy_off\":\"Off\",\"list_privacy_private_list\":\"Private list\",\"list_privacy_private_list_description\":\"The creator of this list has not enabled public viewing\",\"list_privacy_unauthorized_description\":\"You are not authorized to edit this list.\",\"list_privacy_unauthorized\":\"Unauthorized\",\"list_privacy_private\":\"Private\",\"list_privacy_private_toggle_filter\":\"Toggle filter for private lists\",\"list_privacy_public\":\"Public\",\"list_privacy_failed_to_toggle\":\"Failed to update privacy setting. Please try again\",\"ratings_privacy_public_with_reviews\":\"Public with reviews\",\"list_privacy_public_toggle_filter\":\"Toggle filter for public lists\",\"list_paginated_number_of_total\":\"1-{numFetched} of {listItemCountText}\",\"list_number_of_total\":\"{numFetched} of {listItemCountText}\",\"list_sidebar_feedback_heading\":\"Feedback\",\"list_sidebar_feedback_link\":\"Tell us what you think about this feature.\",\"list_view_options_compact\":\"{isSelected, select, true {Selected: } other {}} Compact view\",\"list_view_options_detailed\":\"{isSelected, select, true {Selected: } other {}} Detailed view\",\"list_view_options_grid\":\"{isSelected, select, true {Selected: } other {}} Grid view\",\"list_view_options_title\":\"View: \",\"mediaIndex_filter\":\"Filter\",\"mediaIndex_type_filter\":\"Type\",\"mediaIndex_titles_filter\":\"Titles\",\"mediaIndex_name_filter\":\"Person\",\"mediaIndex_title_filter\":\"Other\",\"mediaIndex_name_filter_dropdown_label\":\"More 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Pre-Production\",\"pro_navBar_moviesInProduction\":\"Movies in Production\",\"pro_navBar_news\":\"News\",\"pro_navBar_people\":\"People\",\"pro_navBar_producers\":\"Producers\",\"pro_navBar_productionCompanies\":\"Production Companies\",\"pro_navBar_recentLists_heading_yourRecentLists\":\"Your recent lists\",\"pro_navBar_recentLists_seeAllYourLists\":\"See all your lists\",\"pro_navBar_releasedMovies\":\"Released Movies\",\"pro_navBar_searchBar_search\":\"Search\",\"pro_navBar_talentAgencies\":\"Talent Agencies\",\"pro_navBar_talentAgents\":\"Talent Agents\",\"pro_navBar_theWrap\":\"Publication: The Wrap\",\"pro_navBar_theaterCounts\":\"Theater Counts\",\"pro_navBar_titles\":\"Titles\",\"pro_navBar_topCOMPANYmeter\":\"Top COMPANYmeter\",\"pro_navBar_topMOVIEmeter\":\"Top MOVIEmeter\",\"pro_navBar_topSTARmeter\":\"Top STARmeter\",\"pro_navBar_topStories\":\"Top Stories\",\"pro_navBar_tvInProduction\":\"TV in Production\",\"pro_navBar_variety\":\"Publication: Variety\",\"pro_navBar_worldwide\":\"Worldwide\",\"pro_navBar_writers\":\"Writers\",\"pro_navBar_yourPage\":\"Your page\",\"rank_meter_downward_rank_change\":\"Moved down {difference} in ranking\",\"rank_meter_no_change\":\"No rank change\",\"rank_meter_upward_rank_change\":\"Moved up {difference} in ranking\",\"recentlyViewed_card_ariaLabel_navigateName\":\"Navigation to {itemName} Name Page\",\"recentlyViewed_card_ariaLabel_navigateTitle\":\"Navigation to {itemName} Title Page\",\"recentlyViewed_card_ariaLabel_searchFor\":\"Search for {itemName}\",\"recentlyViewed_section_action_clearAll\":\"Clear all\",\"recentlyViewed_section_action_learnMore\":\"Learn more.\",\"recentlyViewed_section_label_needCookies\":\"Please enable browser cookies to use this feature.\",\"recentlyViewed_section_label_noneRecentlyViewed\":\"You have no recently viewed pages\",\"recentlyViewed_section_label_recentlyViewed\":\"Recently viewed\",\"related_lists_page__page_title\":\"Lists Related to {entityName}\",\"related_lists_page__hero_description_title\":\"This page presents a consolidated catalog of lists directly connected to the Title page you were exploring, offering a comprehensive overview of related information.\",\"related_lists_page__hero_description_name\":\"This page presents a consolidated catalog of lists directly connected to the Name page you were exploring, offering a comprehensive overview of related information.\",\"search_collaboration_page_header\":\"Advanced collaboration search\",\"search_collaboration_page_header_subtext\":\"Create a more specific search using a variety of options and filters.\",\"search_input_description_with\":\"With {target}\",\"search_input_description_without\":\"Without {target}\",\"search_main_advanced_search_page_header_subtext_faqs\":\"FAQs.\",\"search_main_advanced_search_page_header_subtext_help_site\":\"help site\",\"search_main_advanced_search_page_header_subtext_help_text\":\"To learn more please visit our\",\"search_main_advanced_search_autosuggest_input_field\":\"Autosuggest input field\",\"search_main_advanced_search_browse_genres_link_text\":\"Genres\",\"search_main_advanced_search_browse_header\":\"Browse\",\"search_main_advanced_search_browse_keywords_link_text\":\"Keywords\",\"search_main_advanced_search_chip_co\":\"Collaborations\",\"search_main_advanced_search_chip_nm\":\"People\",\"search_main_advanced_search_chip_to\":\"All\",\"search_main_advanced_search_chip_tt\":\"Movies, TV \\u0026 more\",\"search_main_advanced_search_collapse_all\":\"Collapse all\",\"search_main_advanced_search_empty_state_description\":\"Create a search using a variety of options to filter the different types of information we have in our catalog.\",\"search_main_advanced_search_empty_lists\":\"You don't have any lists yet.\",\"search_main_advanced_search_expand_all\":\"Expand all\",\"search_main_advanced_search_no_results_heading\":\"No results found\",\"search_main_advanced_search_no_results_subheading\":\"Please adjust your filters or start a new search\",\"search_main_advanced_search_pro_cta_companies\":\"View full company info for {target}\",\"search_main_advanced_search_pro_cta_companies_empty\":\"View full company info\",\"search_main_advanced_search_refiner_adultnames\":\"Adult names\",\"search_main_advanced_search_refiner_adultnames_include\":\"Include adult names\",\"search_main_advanced_search_refiner_adultnames_exclude\":\"Exclude adult names\",\"search_main_advanced_search_refiner_adultnames_only\":\"Only adult names\",\"search_main_advanced_search_refiner_genderidentity_option_Other\":\"Other\",\"search_main_advanced_search_refiner_adulttitles\":\"Adult titles\",\"search_main_advanced_search_refiner_adulttitles_exclude\":\"Exclude adult titles\",\"search_main_advanced_search_refiner_adulttitles_include\":\"Include adult titles\",\"search_main_advanced_search_refiner_adulttitles_only\":\"Only adult titles\",\"search_main_advanced_search_refiner_awards_best_director_nominated\":\"Best Director-Nominated\",\"search_main_advanced_search_refiner_awards_best_director_winning\":\"Best Director-Winning\",\"search_main_advanced_search_refiner_awards_best_actor_nominated\":\"Best Actor-Nominated\",\"search_main_advanced_search_refiner_awards_best_actor_winning\":\"Best Actor-Winning\",\"search_main_advanced_search_refiner_awards_best_actress_nominated\":\"Best Actress-Nominated\",\"search_main_advanced_search_refiner_awards_best_actress_winning\":\"Best Actress-Winning\",\"search_main_advanced_search_refiner_awards_best_supporting_actress_nominated\":\"Best Supporting Actress-Nominated\",\"search_main_advanced_search_refiner_awards_best_supporting_actress_winning\":\"Best Supporting Actress-Winning\",\"search_main_advanced_search_refiner_awards_best_supporting_actor_nominated\":\"Best Supporting Actor-Nominated\",\"search_main_advanced_search_refiner_awards_best_supporting_actor_winning\":\"Best Supporting Actor-Winning\",\"search_main_advanced_search_refiner_awards_best_picture_nominated\":\"Best Picture-Nominated\",\"search_main_advanced_search_refiner_awards_best_picture_winning\":\"Best Picture-Winning\",\"search_main_advanced_search_refiner_awards_bottom100\":\"IMDb Bottom 100\",\"search_main_advanced_search_refiner_awards_bottom1000\":\"IMDb Bottom 1000\",\"search_main_advanced_search_refiner_awards_bottom250\":\"IMDb Bottom 250\",\"search_main_advanced_search_refiner_awards_emmy_nominated\":\"Emmy Award-Nominated\",\"search_main_advanced_search_refiner_awards_emmy_winning\":\"Emmy Award-Winning\",\"search_main_advanced_search_refiner_awards_gg_nominated\":\"Golden Globe-Nominated\",\"search_main_advanced_search_refiner_awards_gg_winning\":\"Golden Globe-Winning\",\"search_main_advanced_search_refiner_awards_nfbp\":\"National Film Board Preserved\",\"search_main_advanced_search_refiner_awards_oscar_nominated\":\"Oscar-Nominated\",\"search_main_advanced_search_refiner_awards_oscar_winning\":\"Oscar-Winning\",\"search_main_advanced_search_refiner_awards_razzie_nominated\":\"Razzie-Nominated\",\"search_main_advanced_search_refiner_awards_razzie_winning\":\"Razzie-Winning\",\"search_main_advanced_search_refiner_awards_top100\":\"IMDb Top 100\",\"search_main_advanced_search_refiner_awards_top1000\":\"IMDb Top 1000\",\"search_main_advanced_search_refiner_awards_top250\":\"IMDb Top 250\",\"search_main_advanced_search_refiner_awardsandspecialrec\":\"Awards \\u0026 recognition\",\"search_main_advanced_search_refiner_biography\":\"Biography\",\"search_main_advanced_search_refiner_bioAuthor\":\"Biography author\",\"search_main_advanced_search_refiner_birthdate\":\"Birth date\",\"search_main_advanced_search_refiner_birthdate_above_label\":\"Enter birth date from\",\"search_main_advanced_search_refiner_birthdate_below_label\":\"Enter birth date to\",\"search_main_advanced_search_refiner_birthdate_end_only\":\"Birth date: before {endDate}\",\"search_main_advanced_search_refiner_birthdate_exact\":\"Birth date: {exactDate}\",\"search_main_advanced_search_refiner_birthdate_start_only\":\"Birth date: after {startDate}\",\"search_main_advanced_search_refiner_birthdate_start_to_end\":\"Birth date: {startDate} to {endDate}\",\"search_main_advanced_search_fulldate_subtext\":\"Enter full date\",\"search_main_advanced_search_yearmonth_subtext\":\"or just enter yyyy, or yyyy-mm below\",\"search_main_advanced_search_refiner_birthday_placeholder\":\"MM-DD\",\"search_main_advanced_search_refiner_birthday\":\"Birthday\",\"search_main_advanced_search_refiner_birthday_input_label\":\"Enter birthday\",\"search_main_advanced_search_refiner_birthplace\":\"Birth place\",\"search_main_advanced_search_refiner_bothrequired\":\"Both fields required for each search\",\"search_main_advanced_search_refiner_castorcrew\":\"Cast or crew\",\"search_main_advanced_search_refiner_colorinfo\":\"Color info\",\"search_main_advanced_search_refiner_colorinfo_aceschip\":\"ACES\",\"search_main_advanced_search_refiner_colorinfo_blackandwhitechip\":\"Black \\u0026 White\",\"search_main_advanced_search_refiner_colorinfo_colorchip\":\"Color\",\"search_main_advanced_search_refiner_colorinfo_colorizedchip\":\"Colorized\",\"search_main_advanced_search_refiner_companies\":\"Companies\",\"search_main_advanced_search_refiner_countries\":\"Countries\",\"search_main_advanced_search_refiner_country\":\"Country\",\"search_main_advanced_search_refiner_country_primary_header_text\":\"{country} (primary)\",\"search_main_advanced_search_refiner_country_primary_text\":\"Search country of origin only\",\"search_main_advanced_search_refiner_credits\":\"Credits\",\"search_main_advanced_search_refiner_deathdate\":\"Death date\",\"search_main_advanced_search_refiner_deathdate_above_label\":\"Enter death date from\",\"search_main_advanced_search_refiner_deathdate_below_label\":\"Enter death date to\",\"search_main_advanced_search_refiner_deathdate_end_only\":\"Death date: before {endDate}\",\"search_main_advanced_search_refiner_deathdate_exact\":\"Death date: {exactDate}\",\"search_main_advanced_search_refiner_deathdate_start_only\":\"Death date: after {startDate}\",\"search_main_advanced_search_refiner_deathdate_start_to_end\":\"Death date: {startDate} to {endDate}\",\"search_main_advanced_search_refiner_deathplace\":\"Death place\",\"search_main_advanced_search_refiner_excludelists\":\"Exclude from your lists\",\"search_main_advanced_search_refiner_filminglocations\":\"Filming locations\",\"search_main_advanced_search_refiner_filmography\":\"Filmography\",\"search_main_advanced_search_refiner_genderidentity\":\"Gender identity\",\"search_main_advanced_search_refiner_genderidentity_option_male\":\"Male\",\"search_main_advanced_search_refiner_genderidentity_option_female\":\"Female\",\"search_main_advanced_search_refiner_genderidentity_option_nonbinary\":\"Non-binary\",\"search_main_advanced_search_refiner_genderidentity_option_other\":\"Other\",\"search_main_advanced_search_refiner_genre\":\"Genre\",\"search_main_advanced_search_refiner_imdbratings\":\"IMDb ratings\",\"search_main_advanced_search_refiner_imdbratings_max_only\":\"IMDb ratings: {maxRating} or below\",\"search_main_advanced_search_refiner_imdbratings_min_only\":\"IMDb ratings: {minRating} or above\",\"search_main_advanced_search_refiner_imdbratings_min_to_max\":\"IMDb ratings: {minRating} to {maxRating}\",\"search_main_advanced_search_refiner_includelists\":\"Include from your lists\",\"search_main_advanced_search_refiner_intheaters\":\"In theaters\",\"search_main_advanced_search_refiner_intheaters_showall\":\"Show all titles\",\"search_main_advanced_search_refiner_intheaters_nearyou\":\"In theaters near you\",\"search_main_advanced_search_refiner_intheaters_fav\":\"In favorite theaters\",\"search_main_advanced_search_refiner_intheaters_onlineticketing\":\"In theaters with online ticketing (US only)\",\"search_main_advanced_search_refiner_keywords\":\"Keywords\",\"search_main_advanced_search_refiner_keyword\":\"Keyword\",\"search_main_advanced_search_refiner_exclude_keyword\":\"Exclude keyword\",\"search_main_advanced_search_refiner_languages\":\"Languages\",\"search_main_advanced_search_refiner_language_primary_header_text\":\"{language} (primary)\",\"search_main_advanced_search_refiner_language_primary_text\":\"Search primary language only\",\"search_main_advanced_search_refiner_name\":\"Name\",\"search_main_advanced_search_refiner_nametext_placeholder\":\"e.g. Audrey Hepburn\",\"search_main_advanced_search_refiner_numofvotes\":\"Number of votes\",\"search_main_advanced_search_refiner_popularityrank\":\"IMDb popularity rank\",\"search_main_advanced_search_refiner_numofvotes_above_label\":\"Enter number of votes above\",\"search_main_advanced_search_refiner_numofvotes_below_label\":\"Enter number of votes below\",\"search_main_advanced_search_refiner_numofvotes_min_to_max\":\"Rating Count: {minNumOfVotes} to {maxNumOfVotes}\",\"search_main_advanced_search_refiner_numofvotes_min_only\":\"Rating Count: {minNumOfVotes} or above\",\"search_main_advanced_search_refiner_numofvotes_max_only\":\"Rating Count: {maxNumOfVotes} or below\",\"search_main_advanced_search_refiner_popularityrank_min_to_max\":\"IMDb Popularity Rank: {min} to {max}\",\"search_main_advanced_search_refiner_popularityrank_min_only\":\"IMDb Popularity Rank: {min} or above\",\"search_main_advanced_search_refiner_popularityrank_max_only\":\"IMDb Popularity Rank: {max} or below\",\"search_main_advanced_search_refiner_pagedata\":\"Available page data\",\"search_main_advanced_search_refiner_pagetopics\":\"Page topics\",\"search_main_advanced_search_refiner_pagetopics_chiptext\":\"Only includes titles with the selected topics\",\"search_main_advanced_search_refiner_pagetopics_placeholder\":\"e.g. Wild horse\",\"search_main_advanced_search_people_refiner_pagetopics_chiptext\":\"Only includes names with the selected topics\",\"search_main_advanced_search_people_refiner_pagetopics_placeholder\":\"e.g. Arrested\",\"search_main_advanced_search_refiner_pagetopics_selecttext\":\"Search within topic\",\"search_main_advanced_search_people_refiner_pagetopics_awardnominations\":\"Award Nominations\",\"search_main_advanced_search_people_refiner_pagetopics_biography\":\"Biography\",\"search_main_advanced_search_people_refiner_pagetopics_birthdate\":\"Birth Date\",\"search_main_advanced_search_people_refiner_pagetopics_birthplace\":\"Place of birth\",\"search_main_advanced_search_people_refiner_pagetopics_deathdate\":\"Death Date\",\"search_main_advanced_search_people_refiner_pagetopics_deathplace\":\"Place of death\",\"search_main_advanced_search_people_refiner_pagetopics_heightinfo\":\"Height info\",\"search_main_advanced_search_people_refiner_pagetopics_quotes\":\"Quotes\",\"search_main_advanced_search_refiner_plot\":\"Plot\",\"search_main_advanced_search_refiner_plotAuthor\":\"Plot author\",\"search_main_advanced_search_refiner_popularity\":\"Popularity\",\"search_main_advanced_search_refiner_ratedbyyou\":\"Rated by you\",\"search_main_advanced_search_refiner_ratedbyyou_includeall\":\"Include all titles\",\"search_main_advanced_search_refiner_ratedbyyou_restrict\":\"Restrict to titles I've seen\",\"search_main_advanced_search_refiner_ratedbyyou_exclude\":\"Exclude titles I've seen\",\"search_main_advanced_search_refiner_ratings_above_label\":\"Enter IMDb user ratings above\",\"search_main_advanced_search_refiner_ratings_below_label\":\"Enter IMDb user ratings below\",\"search_main_advanced_search_refiner_rankings_above_label\":\"Enter IMDb popularity rank above\",\"search_main_advanced_search_refiner_rankings_below_label\":\"Enter IMDb popularity rank below\",\"search_main_advanced_search_refiner_releasedate\":\"Release date\",\"search_main_advanced_search_refiner_releasedate_above_label\":\"Enter release date above\",\"search_main_advanced_search_refiner_releasedate_below_label\":\"Enter release date below\",\"search_main_advanced_search_refiner_releasedate_exact\":\"Release Date: {exactDate}\",\"search_main_advanced_search_refiner_releasedate_end_only\":\"Release Date: before {endDate}\",\"search_main_advanced_search_refiner_releasedate_start_only\":\"Release Date: after {startDate}\",\"search_main_advanced_search_refiner_releasedate_start_to_end\":\"Release Date: {startDate} to {endDate}\",\"search_main_advanced_search_refiner_resultsdisplay\":\"Results display\",\"search_main_advanced_search_refiner_resultsperpage\":\"\\\"{count}\\\" results per page\",\"search_main_advanced_search_refiner_runtime\":\"Runtime\",\"search_main_advanced_search_refiner_runtime_above_label\":\"Enter runtime above\",\"search_main_advanced_search_refiner_runtime_below_label\":\"Enter runtime below\",\"search_main_advanced_search_refiner_runtime_max_only\":\"Runtime under {maxMinutes, plural, one {# minute} other {# minutes}}\",\"search_main_advanced_search_refiner_runtime_min_only\":\"Runtime over {minMinutes, plural, one {# minute} other {# minutes}}\",\"search_main_advanced_search_refiner_runtime_min_to_max\":\"Runtime: {minMinutes} to {maxMinutes, plural, one {# minute} other {# minutes}}\",\"search_main_advanced_search_refiner_runtime_subtext\":\"In minutes\",\"search_main_advanced_search_refiner_samepeople\":\"Two titles with the same people\",\"search_main_advanced_search_refiner_sametitle\":\"Two people in the same title\",\"search_main_advanced_search_refiner_series\":\"Series\",\"search_main_advanced_search_refiner_soundmix\":\"Sound mix\",\"search_main_advanced_search_refiner_soundmix_12trackdigital\":\"12-Track Digital Sound\",\"search_main_advanced_search_refiner_soundmix_3channel\":\"3 Channel Stereo\",\"search_main_advanced_search_refiner_soundmix_4trackstereo\":\"4-Track Stereo\",\"search_main_advanced_search_refiner_soundmix_6trackstereo\":\"6-Track Stereo\",\"search_main_advanced_search_refiner_soundmix_70mm6track\":\"70 mm 6-Track\",\"search_main_advanced_search_refiner_soundmix_aga_sound_system\":\"AGA Sound System\",\"search_main_advanced_search_refiner_soundmix_auro_11_1\":\"Auro 11.1\",\"search_main_advanced_search_refiner_soundmix_cds\":\"CDS\",\"search_main_advanced_search_refiner_soundmix_chrono\":\"Chronophone\",\"search_main_advanced_search_refiner_soundmix_cinaphone\":\"Cinephone\",\"search_main_advanced_search_refiner_soundmix_cinematophone\":\"Cinematophone\",\"search_main_advanced_search_refiner_soundmix_cinerama\":\"Cinerama 7-Track\",\"search_main_advanced_search_refiner_soundmix_cinesound\":\"Cinesound\",\"search_main_advanced_search_refiner_soundmix_d_cinema_48khz_5_1\":\"D-Cinema 48kHz 5.1\",\"search_main_advanced_search_refiner_soundmix_datasat\":\"Datasat\",\"search_main_advanced_search_refiner_soundmix_dd\":\"Dolby Digital\",\"search_main_advanced_search_refiner_soundmix_ddex\":\"Dolby Digital EX\",\"search_main_advanced_search_refiner_soundmix_digitrac\":\"Digitrac Digital Audio System\",\"search_main_advanced_search_refiner_soundmix_dolby\":\"Dolby\",\"search_main_advanced_search_refiner_soundmix_dolby_atmos\":\"Dolby Atmos\",\"search_main_advanced_search_refiner_soundmix_dolby_stereo\":\"Dolby Stereo\",\"search_main_advanced_search_refiner_soundmix_dolby_surround_7_1\":\"Dolby Surround 7.1\",\"search_main_advanced_search_refiner_soundmix_dsr\":\"Dolby SR\",\"search_main_advanced_search_refiner_soundmix_dts\":\"DTS\",\"search_main_advanced_search_refiner_soundmix_dts70mm\":\"DTS 70 mm\",\"search_main_advanced_search_refiner_soundmix_dtses\":\"DTS-ES\",\"search_main_advanced_search_refiner_soundmix_dtsstereo\":\"DTS Stereo\",\"search_main_advanced_search_refiner_soundmix_forestphono\":\"De Forest Phonofilm\",\"search_main_advanced_search_refiner_soundmix_imax\":\"IMAX 6-Track\",\"search_main_advanced_search_refiner_soundmix_kino\":\"Kinoplasticon\",\"search_main_advanced_search_refiner_soundmix_lcconcept\":\"LC-Concept Digital Sound\",\"search_main_advanced_search_refiner_soundmix_matrix\":\"Matrix Surround\",\"search_main_advanced_search_refiner_soundmix_mono\":\"Mono\",\"search_main_advanced_search_refiner_soundmix_perspecta\":\"Perspecta Stereo\",\"search_main_advanced_search_refiner_soundmix_phonokinema\":\"Phono-Kinema\",\"search_main_advanced_search_refiner_soundmix_sdds\":\"SDDS\",\"search_main_advanced_search_refiner_soundmix_sensurround\":\"Sensurround\",\"search_main_advanced_search_refiner_soundmix_silent\":\"Silent\",\"search_main_advanced_search_refiner_soundmix_sonicsddp\":\"Sonics-DDP\",\"search_main_advanced_search_refiner_soundmix_sonix\":\"Sonix\",\"search_main_advanced_search_refiner_soundmix_stereo\":\"Stereo\",\"search_main_advanced_search_refiner_soundmix_ultrastereo\":\"Ultra Stereo\",\"search_main_advanced_search_refiner_soundmix_vita\":\"Vitaphone\",\"search_main_advanced_search_refiner_titledata\":\"Title Data\",\"search_main_advanced_search_refiner_titlename\":\"Title name\",\"search_main_advanced_search_refiner_titlename_placeholder\":\"e.g. The Godfather\",\"search_main_advanced_search_refiner_titletype\":\"Title type\",\"search_main_advanced_search_refiner_uscerts\":\"US certificates\",\"search_main_advanced_search_refiner_watchoptions\":\"Instant watch options\",\"search_main_advanced_search_search_filters_text\":\"Search filters\",\"search_main_advanced_search_section_collaborations_empty_state_alt\":\"Search for Titles instead.\",\"search_main_advanced_search_section_collaborations_empty_state_header\":\"Find collaborations and titles in common\",\"search_main_advanced_search_section_collaborations_title1\":\"Title 1\",\"search_main_advanced_search_section_collaborations_title2\":\"Title 2\",\"search_main_advanced_search_section_collaborations_name1\":\"Name 1\",\"search_main_advanced_search_section_collaborations_name2\":\"Name 2\",\"search_main_advanced_search_section_name_empty_state_alt\":\"Search for Titles instead.\",\"search_main_advanced_search_section_name_empty_state_header\":\"Create a more specific name search\",\"search_main_advanced_search_section_title\":\"Advanced search\",\"search_main_advanced_search_section_title_description\":\"Create a more specific search using a variety of options and filters\",\"search_main_advanced_search_section_title_empty_state_alt\":\"Search for names instead.\",\"search_main_advanced_search_section_title_empty_state_header\":\"Create a more specific title search\",\"search_main_advanced_search_see_results\":\"See results\",\"search_main_advanced_search_sort_alphabetical\":\"A-Z\",\"search_main_advanced_search_sort_box_office\":\"US box office\",\"search_main_advanced_search_sort_birth_date\":\"Birth date\",\"search_main_advanced_search_sort_death_date\":\"Death date\",\"search_main_advanced_search_sort_by\":\"Sort by\",\"search_main_advanced_search_sort_num_votes\":\"Number of ratings\",\"search_main_advanced_search_sort_order\":\"Sort order\",\"search_main_advanced_search_sort_popularity\":\"Popularity\",\"search_main_advanced_search_sort_rating_date\":\"Date of your rating\",\"search_main_advanced_search_sort_release_date\":\"Release date\",\"search_main_advanced_search_sort_runtime\":\"Runtime\",\"search_main_advanced_search_sort_user_rating\":\"User rating\",\"search_main_advanced_search_sort_year\":\"Year\",\"search_main_advanced_search_sort_your_rating\":\"Your rating\",\"search_main_advanced_search_tabs_collaborations\":\"Collaborations\",\"search_main_advanced_search_tabs_collabs\":\"Collaborations\",\"search_main_advanced_search_tabs_names\":\"Names\",\"search_main_advanced_search_tabs_titles\":\"Titles\",\"search_main_advanced_search_title_pagetopics_awards\":\"Awards\",\"search_main_advanced_search_title_pagetopics_businessinfo\":\"Business Info\",\"search_main_advanced_search_title_pagetopics_chiptext\":\"Only includes titles with the selected topics\",\"search_main_advanced_search_title_pagetopics_crazycredits\":\"Crazy Credits\",\"search_main_advanced_search_title_pagetopics_goofs\":\"Goofs\",\"search_main_advanced_search_title_pagetopics_helptext\":\"e.g. Wild horse\",\"search_main_advanced_search_title_pagetopics_locations\":\"Locations\",\"search_main_advanced_search_title_pagetopics_plot\":\"Plot\",\"search_main_advanced_search_title_pagetopics_quote\":\"Quotes\",\"search_main_advanced_search_title_pagetopics_soundtrack\":\"Soundtracks\",\"search_main_advanced_search_title_pagetopics_technical\":\"Technical Info\",\"search_main_advanced_search_title_pagetopics_trivia\":\"Trivia\",\"search_main_advanced_search_title_pagetopics_versions\":\"Alternate Versions\",\"search_main_advanced_search_title_watchoptions_freevee\":\"Freevee (US)\",\"search_main_advanced_search_title_watchoptions_deprimepaid\":\"DE Prime Video (Rent or Buy)\",\"search_main_advanced_search_title_watchoptions_ukprimepaid\":\"UK Prime Video (Rent or 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+            "\n",
+            "\n",
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+            "\n",
+            "\n",
+            "}\n",
+            "\n",
+            "/* ◬ */\n",
+            "    </script>\n",
+            "   </div>\n",
+            "   <noscript>\n",
+            "    <img alt=\"\" height=\"1\" src=\"//fls-na.amazon.com/1/batch/1/OP/A1EVAM02EL8SFB:139-1738750-5832529:DFZ99BE0HDCB9AS9SSE2$uedata=s:%2Fuedata%2Fuedata%3Fnoscript%26id%3DDFZ99BE0HDCB9AS9SSE2:0\" style=\"display:none;visibility:hidden;\" width=\"1\"/>\n",
+            "   </noscript>\n",
+            "   <script>\n",
+            "    window.ue && ue.count && ue.count('CSMLibrarySize', 61735)\n",
+            "   </script>\n",
+            "  </div>\n",
+            " </body>\n",
+            "</html>\n",
+            "\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "\n",
+        "3. In the HTML code, every record is surrounded by the `<div>` tag of `class=\"sc-d80c3c78-4 kXzHjH dli-parent`, we can use `find_all` to select the records and name it as `film_list`\n",
+        "\n",
+        "```html\n",
+        "<div class=\"sc-d80c3c78-4 kXzHjH dli-parent>\n",
+        "    contents\n",
+        "</div>\n",
+        "```\n",
+        "**Note**: The class attributes of HTML elements may vary depending on when you access the webpage and which browser you are using. Please ensure to verify and update the class selectors in your code accordingly to accommodate these potential variations."
+      ],
+      "metadata": {
+        "id": "o9ycToX4ugZm"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# write your code here; consider matching based on class `dli-parent` only\n",
+        "film_list = bs_films.find_all('div',{'class':'dli-parent'})"
+      ],
+      "metadata": {
+        "id": "JuAU37SVu-Tf"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "film_list = bs_films.select('div.dli-parent')"
+      ],
+      "metadata": {
+        "id": "a6TlY_LA759m"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "This returns a list of all tags that match the given criteria:"
+      ],
+      "metadata": {
+        "id": "LI-48SQtvAo2"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "len(film_list)"
+      ],
+      "metadata": {
+        "id": "UodqL78_64ie",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "643afa7e-c941-4004-d624-ff0727dd31c1"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "50"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "film_list[0]"
+      ],
+      "metadata": {
+        "id": "-l0Mn2F7vDA-",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c862b3d3-eaa3-43e1-9d33-9f8e5657bc9d"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<div class=\"sc-ab6fa25a-3 bVYfLY dli-parent\"><div class=\"sc-ab6fa25a-2 gOsifL\"><div class=\"sc-e5a25b0f-0 jQjDIb dli-poster-container\"><div class=\"ipc-poster ipc-poster--base ipc-poster--dynamic-width ipc-sub-grid-item ipc-sub-grid-item--span-2\" role=\"group\"><div aria-label=\"add to watchlist\" class=\"ipc-watchlist-ribbon ipc-focusable ipc-watchlist-ribbon--s ipc-watchlist-ribbon--base ipc-watchlist-ribbon--loading ipc-watchlist-ribbon--onImage ipc-poster__watchlist-ribbon\" role=\"button\" tabindex=\"0\"><svg class=\"ipc-watchlist-ribbon__bg\" height=\"34px\" role=\"presentation\" viewbox=\"0 0 24 34\" width=\"24px\" xmlns=\"http://www.w3.org/2000/svg\"><polygon class=\"ipc-watchlist-ribbon__bg-ribbon\" fill=\"#000000\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\"></polygon><polygon class=\"ipc-watchlist-ribbon__bg-hover\" points=\"24 0 0 0 0 32 12.2436611 26.2926049 24 31.7728343\"></polygon><polygon class=\"ipc-watchlist-ribbon__bg-shadow\" points=\"24 31.7728343 24 33.7728343 12.2436611 28.2926049 0 34 0 32 12.2436611 26.2926049\"></polygon></svg><div class=\"ipc-watchlist-ribbon__icon\" role=\"presentation\"><svg class=\"ipc-loader ipc-loader--circle ipc-watchlist-ribbon__loader\" data-testid=\"watchlist-ribbon-loader\" height=\"48px\" role=\"presentation\" version=\"1.1\" viewbox=\"0 0 48 48\" width=\"48px\" xmlns=\"http://www.w3.org/2000/svg\"><g class=\"ipc-loader__container\" fill=\"currentColor\"><circle class=\"ipc-loader__circle ipc-loader__circle--one\" cx=\"24\" cy=\"9\" r=\"4\"></circle><circle class=\"ipc-loader__circle ipc-loader__circle--two\" cx=\"35\" cy=\"14\" r=\"4\"></circle><circle class=\"ipc-loader__circle ipc-loader__circle--three\" cx=\"39\" cy=\"24\" r=\"4\"></circle><circle class=\"ipc-loader__circle ipc-loader__circle--four\" cx=\"35\" cy=\"34\" r=\"4\"></circle><circle class=\"ipc-loader__circle ipc-loader__circle--five\" cx=\"24\" cy=\"39\" r=\"4\"></circle><circle class=\"ipc-loader__circle ipc-loader__circle--six\" cx=\"13\" cy=\"34\" r=\"4\"></circle><circle class=\"ipc-loader__circle ipc-loader__circle--seven\" cx=\"9\" cy=\"24\" r=\"4\"></circle><circle class=\"ipc-loader__circle ipc-loader__circle--eight\" cx=\"13\" cy=\"14\" r=\"4\"></circle></g></svg></div></div><div class=\"ipc-media ipc-media--poster-27x40 ipc-image-media-ratio--poster-27x40 ipc-media--base ipc-media--poster-m ipc-poster__poster-image ipc-media__img\" style=\"width:100%\"><img alt=\"Tim Robbins in The Shawshank Redemption (1994)\" class=\"ipc-image\" loading=\"lazy\" sizes=\"50vw, (min-width: 480px) 34vw, (min-width: 600px) 26vw, (min-width: 1024px) 16vw, (min-width: 1280px) 16vw\" src=\"https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX140_CR0,1,140,207_.jpg\" srcset=\"https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX140_CR0,1,140,207_.jpg 140w, https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX210_CR0,2,210,311_.jpg 210w, https://m.media-amazon.com/images/M/MV5BNDE3ODcxYzMtY2YzZC00NmNlLWJiNDMtZDViZWM2MzIxZDYwXkEyXkFqcGdeQXVyNjAwNDUxODI@._V1_QL75_UX280_CR0,3,280,414_.jpg 280w\" width=\"140\"/></div><a aria-label=\"View title page for The Shawshank Redemption\" class=\"ipc-lockup-overlay ipc-focusable\" href=\"/title/tt0111161/?ref_=sr_i_1\"><div class=\"ipc-lockup-overlay__screen\"></div></a></div></div><div class=\"sc-b0691f29-0 jbYPfh\"><div class=\"ipc-title ipc-title--base ipc-title--title ipc-title-link-no-icon ipc-title--on-textPrimary sc-b0691f29-9 klOwFB dli-title\"><a class=\"ipc-title-link-wrapper\" href=\"/title/tt0111161/?ref_=sr_t_1\" tabindex=\"0\"><h3 class=\"ipc-title__text\">1. The Shawshank Redemption</h3></a></div><div class=\"sc-b0691f29-7 hrgukm dli-title-metadata\"><span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">1994</span><span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">2h 22m</span><span class=\"sc-b0691f29-8 ilsLEX dli-title-metadata-item\">R</span></div><span class=\"sc-b0691f29-1 grHDBY\"><div class=\"sc-e2dbc1a3-0 ajrIH sc-b0691f29-2 bhhtyj dli-ratings-container\" data-testid=\"ratingGroup--container\"><span aria-label=\"IMDb rating: 9.3\" class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--imdb ratingGroup--imdb-rating\" data-testid=\"ratingGroup--imdb-rating\"><svg class=\"ipc-icon ipc-icon--star-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12 20.1l5.82 3.682c1.066.675 2.37-.322 2.09-1.584l-1.543-6.926 5.146-4.667c.94-.85.435-2.465-.799-2.567l-6.773-.602L13.29.89a1.38 1.38 0 0 0-2.581 0l-2.65 6.53-6.774.602C.052 8.126-.453 9.74.486 10.59l5.147 4.666-1.542 6.926c-.28 1.262 1.023 2.26 2.09 1.585L12 20.099z\"></path></svg>9.3<span class=\"ipc-rating-star--voteCount\"> (<!-- -->2.9M<!-- -->)</span></span><button aria-label=\"Rate The Shawshank Redemption\" class=\"ipc-rate-button sc-e2dbc1a3-1 jboOQc ratingGroup--user-rating ipc-rate-button--unrated ipc-rate-button--base\" data-testid=\"rate-button\"><span class=\"ipc-rating-star ipc-rating-star--base ipc-rating-star--rate\"><svg class=\"ipc-icon ipc-icon--star-border-inline\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M22.724 8.217l-6.786-.587-2.65-6.22c-.477-1.133-2.103-1.133-2.58 0l-2.65 6.234-6.772.573c-1.234.098-1.739 1.636-.8 2.446l5.146 4.446-1.542 6.598c-.28 1.202 1.023 2.153 2.09 1.51l5.818-3.495 5.819 3.509c1.065.643 2.37-.308 2.089-1.51l-1.542-6.612 5.145-4.446c.94-.81.45-2.348-.785-2.446zm-10.726 8.89l-5.272 3.174 1.402-5.983-4.655-4.026 6.141-.531 2.384-5.634 2.398 5.648 6.14.531-4.654 4.026 1.402 5.983-5.286-3.187z\"></path></svg><span class=\"ipc-rating-star--rate\">Rate</span></span></button></div><span class=\"sc-b0691f29-11 TmkKM\"><span class=\"sc-b0901df4-0 bcQdDJ metacritic-score-box\" style=\"background-color:#54A72A\">82</span><span class=\"metacritic-score-label\">Metascore</span></span></span></div><div class=\"sc-ab6fa25a-4 ggHbBR dli-post-element\"><button aria-disabled=\"false\" aria-label=\"See more information about The Shawshank Redemption\" class=\"ipc-icon-button dli-info-icon ipc-icon-button--base ipc-icon-button--onAccent2\" role=\"button\" tabindex=\"0\" title=\"See more information about The Shawshank Redemption\"><svg class=\"ipc-icon ipc-icon--info\" fill=\"currentColor\" height=\"24\" role=\"presentation\" viewbox=\"0 0 24 24\" width=\"24\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M0 0h24v24H0V0z\" fill=\"none\"></path><path d=\"M11 7h2v2h-2zm0 4h2v6h-2zm1-9C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z\"></path></svg></button></div></div><div class=\"sc-ab6fa25a-1 bBwFsP\"><div class=\"ipc-html-content ipc-html-content--base sc-ab6fa25a-0 bhexuD dli-plot-container\" role=\"presentation\"><div class=\"ipc-html-content-inner-div\">Over the course of several years, two convicts form a friendship, seeking consolation and, eventually, redemption through basic compassion.</div></div></div></div>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "There is still a lot of information in each records, and the information is enclosed by different tags, such as `<div>` or `<span>` or `<a>` tags.\n",
+        "\n",
+        "For example, the film name field has the following HTML structure.\n",
+        "\n",
+        "```html\n",
+        "<h3 class=\"ipc-title__text\">Rank. Name</h3>\n",
+        "```"
+      ],
+      "metadata": {
+        "id": "DMqLvzvsvPkw"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "4. To get the information about film name, we can combining `find`, `.contents` and list indexing."
+      ],
+      "metadata": {
+        "id": "cU85s5muvUqh"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "film_list[0].find('h3')"
+      ],
+      "metadata": {
+        "id": "puph7WtmvXWI",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "8da54e4b-e800-42e3-f3ca-3b8d496be518"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<h3 class=\"ipc-title__text\">1. The Shawshank Redemption</h3>"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 9
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "film_list[0].find('h3').get_text()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "DrZUgXyZ7cvy",
+        "outputId": "e5f6d427-366c-4600-9941-12db2c88669e"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'1. The Shawshank Redemption'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "rank_name = film_list[0].find('h3').get_text()\n",
+        "rank_name"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "SCm9RxN48vnF",
+        "outputId": "9472d507-b73e-4db8-f322-d002435c7901"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'1. The Shawshank Redemption'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "rank_name[3:]"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "B0unmeW580im",
+        "outputId": "3090502b-450c-4790-e0ee-b308e0aede62"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'The Shawshank Redemption'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "**Question**: how to extract the film name only, i.e., remove the rank?"
+      ],
+      "metadata": {
+        "id": "dpoDUxVF1LD1"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#try here\n",
+        "rank_name[rank_name.index('.')+2:]"
+      ],
+      "metadata": {
+        "id": "uJD16KmC1V-X",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "1e994117-1b45-40be-9404-b48e82d088a6"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'The Shawshank Redemption'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "rank_name[:rank_name.index('.')]"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "Y3A3v2K9-cRW",
+        "outputId": "2582897a-ac7e-4a23-ca9c-3e55c0a724ae"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'1'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "5. Next, let's get the rating of the film. Remember you also tried to identify the HTML tag yourself, compare your findings with what follows\n",
+        "\n",
+        "*Exercise:* Try to identify the tags around the film ratings by using Chrome inspection tool.\n",
+        "\n",
+        "Hint: Rating is enclosed by `<span class=\"ipc-rating-star\">` tags"
+      ],
+      "metadata": {
+        "id": "BEOx-MxEv3N4"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#write your code here\n",
+        "film_list[0].find('span', {'class':'ipc-rating-star'}).contents[1]"
+      ],
+      "metadata": {
+        "id": "YX4_rMvfv5bk",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "76035bb7-c8d7-451d-fae7-7d3d538cd6ff"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'9.3'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "6. For the description, select the text within the `<div class=\"ipc-html-content\">` tag"
+      ],
+      "metadata": {
+        "id": "-oEnS7Hyv-Og"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#write your code here\n",
+        "\n",
+        "film_list[0].find('div', {'class':'ipc-html-content'}).get_text()"
+      ],
+      "metadata": {
+        "id": "ECOPT9MLwFEj",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "outputId": "85219243-7fb3-47cf-d968-5610954c4150"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'Over the course of several years, two convicts form a friendship, seeking consolation and, eventually, redemption through basic compassion.'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 19
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "7. Finally, we extend this process to all the rest of it using a `for` loop:"
+      ],
+      "metadata": {
+        "id": "s0TMDS2CwRg8"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "film_names=[]\n",
+        "descripts=[]\n",
+        "ratings=[]\n",
+        "\n",
+        "for film in film_list:\n",
+        "    # write your code here\n",
+        "  rank_name = film.find('h3').get_text()\n",
+        "  film_names.append(rank_name[rank_name.index('.')+2:])\n",
+        "  descripts.append(film.find('div', {'class':'ipc-html-content'}).get_text())\n",
+        "  ratings.append(film.find('span', {'class':'ipc-rating-star'}).contents[1])"
+      ],
+      "metadata": {
+        "id": "N20XjfukwUky"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "print(film_names)"
+      ],
+      "metadata": {
+        "id": "Qra9256kwfyL",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "fb6e41b3-0851-4422-86fc-307ea5150596"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "['The Shawshank Redemption', 'The Dark Knight', 'Inception', 'Fight Club', 'Forrest Gump', 'Pulp Fiction', 'Interstellar', 'The Matrix', 'The Godfather', 'The Lord of the Rings: The Fellowship of the Ring', 'The Lord of the Rings: The Return of the King', 'The Dark Knight Rises', 'Se7en', 'The Lord of the Rings: The Two Towers', 'Django Unchained', 'Gladiator', 'Inglourious Basterds', 'The Wolf of Wall Street', 'Batman Begins', 'The Silence of the Lambs', 'Saving Private Ryan', 'Joker', 'The Avengers', 'Shutter Island', 'Star Wars: Episode IV - A New Hope', \"Schindler's List\", 'The Prestige', 'The Departed', 'The Green Mile', 'Avatar', 'Star Wars: Episode V - The Empire Strikes Back', 'The Godfather Part II', 'Memento', 'Back to the Future', 'Titanic', 'Guardians of the Galaxy', 'Avengers: Endgame', 'Goodfellas', 'Léon: The Professional', 'American Beauty', 'Pirates of the Caribbean: The Curse of the Black Pearl', 'Avengers: Infinity War', 'WALL·E', 'The Truman Show', 'Kill Bill: Vol. 1', 'American History X', 'V for Vendetta', 'Terminator 2: Judgment Day', 'The Usual Suspects', 'The Lion King']\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "10. We can now combine the data into a pandas `DataFrame` (a tabular data model that makes data manipulation and analysis easy; we'll learn more about pandas later) and name it as `best_film_df` for future analyses:"
+      ],
+      "metadata": {
+        "id": "YGBMDy1Awhbx"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import pandas as pd\n",
+        "#write your code here\n",
+        "best_film_df = pd.DataFrame({'name':film_names, 'rating':ratings, 'description':descripts})\n",
+        "best_film_df"
+      ],
+      "metadata": {
+        "id": "2nAY3hb_wjLG",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 1000
+        },
+        "outputId": "b7ee1ca6-a32a-45ea-e04b-bffe33e960fd"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "                                                 name rating  \\\n",
+              "0                            The Shawshank Redemption    9.3   \n",
+              "1                                     The Dark Knight    9.0   \n",
+              "2                                           Inception    8.8   \n",
+              "3                                          Fight Club    8.8   \n",
+              "4                                        Forrest Gump    8.8   \n",
+              "5                                        Pulp Fiction    8.9   \n",
+              "6                                        Interstellar    8.7   \n",
+              "7                                          The Matrix    8.7   \n",
+              "8                                       The Godfather    9.2   \n",
+              "9   The Lord of the Rings: The Fellowship of the Ring    8.9   \n",
+              "10      The Lord of the Rings: The Return of the King    9.0   \n",
+              "11                              The Dark Knight Rises    8.4   \n",
+              "12                                              Se7en    8.6   \n",
+              "13              The Lord of the Rings: The Two Towers    8.8   \n",
+              "14                                   Django Unchained    8.5   \n",
+              "15                                          Gladiator    8.5   \n",
+              "16                               Inglourious Basterds    8.4   \n",
+              "17                            The Wolf of Wall Street    8.2   \n",
+              "18                                      Batman Begins    8.2   \n",
+              "19                           The Silence of the Lambs    8.6   \n",
+              "20                                Saving Private Ryan    8.6   \n",
+              "21                                              Joker    8.4   \n",
+              "22                                       The Avengers    8.0   \n",
+              "23                                     Shutter Island    8.2   \n",
+              "24                 Star Wars: Episode IV - A New Hope    8.6   \n",
+              "25                                   Schindler's List    9.0   \n",
+              "26                                       The Prestige    8.5   \n",
+              "27                                       The Departed    8.5   \n",
+              "28                                     The Green Mile    8.6   \n",
+              "29                                             Avatar    7.9   \n",
+              "30     Star Wars: Episode V - The Empire Strikes Back    8.7   \n",
+              "31                              The Godfather Part II    9.0   \n",
+              "32                                            Memento    8.4   \n",
+              "33                                 Back to the Future    8.5   \n",
+              "34                                            Titanic    7.9   \n",
+              "35                            Guardians of the Galaxy    8.0   \n",
+              "36                                  Avengers: Endgame    8.4   \n",
+              "37                                         Goodfellas    8.7   \n",
+              "38                             Léon: The Professional    8.5   \n",
+              "39                                    American Beauty    8.3   \n",
+              "40  Pirates of the Caribbean: The Curse of the Bla...    8.1   \n",
+              "41                             Avengers: Infinity War    8.4   \n",
+              "42                                             WALL·E    8.4   \n",
+              "43                                    The Truman Show    8.2   \n",
+              "44                                  Kill Bill: Vol. 1    8.2   \n",
+              "45                                 American History X    8.5   \n",
+              "46                                     V for Vendetta    8.2   \n",
+              "47                         Terminator 2: Judgment Day    8.6   \n",
+              "48                                 The Usual Suspects    8.5   \n",
+              "49                                      The Lion King    8.5   \n",
+              "\n",
+              "                                          description  \n",
+              "0   Over the course of several years, two convicts...  \n",
+              "1   When the menace known as the Joker wreaks havo...  \n",
+              "2   A thief who steals corporate secrets through t...  \n",
+              "3   An insomniac office worker and a devil-may-car...  \n",
+              "4   The history of the United States from the 1950...  \n",
+              "5   The lives of two mob hitmen, a boxer, a gangst...  \n",
+              "6   When Earth becomes uninhabitable in the future...  \n",
+              "7   When a beautiful stranger leads computer hacke...  \n",
+              "8   The aging patriarch of an organized crime dyna...  \n",
+              "9   A meek Hobbit from the Shire and eight compani...  \n",
+              "10  Gandalf and Aragorn lead the World of Men agai...  \n",
+              "11  Eight years after the Joker's reign of chaos, ...  \n",
+              "12  Two detectives, a rookie and a veteran, hunt a...  \n",
+              "13  While Frodo and Sam edge closer to Mordor with...  \n",
+              "14  With the help of a German bounty-hunter, a fre...  \n",
+              "15  A former Roman General sets out to exact venge...  \n",
+              "16  In Nazi-occupied France during World War II, a...  \n",
+              "17  Based on the true story of Jordan Belfort, fro...  \n",
+              "18  After witnessing his parents' death, Bruce lea...  \n",
+              "19  A young F.B.I. cadet must receive the help of ...  \n",
+              "20  Following the Normandy Landings, a group of U....  \n",
+              "21  During the 1980s, a failed stand-up comedian i...  \n",
+              "22  Earth's mightiest heroes must come together an...  \n",
+              "23  Teddy Daniels and Chuck Aule, two US marshals,...  \n",
+              "24  Luke Skywalker joins forces with a Jedi Knight...  \n",
+              "25  In German-occupied Poland during World War II,...  \n",
+              "26  After a tragic accident, two stage magicians i...  \n",
+              "27  An undercover cop and a mole in the police att...  \n",
+              "28  A tale set on death row, where gentle giant Jo...  \n",
+              "29  A paraplegic Marine dispatched to the moon Pan...  \n",
+              "30  After the Rebels are overpowered by the Empire...  \n",
+              "31  The early life and career of Vito Corleone in ...  \n",
+              "32  A man with short-term memory loss attempts to ...  \n",
+              "33  Marty McFly, a 17-year-old high school student...  \n",
+              "34  A seventeen-year-old aristocrat falls in love ...  \n",
+              "35  A group of intergalactic criminals must pull t...  \n",
+              "36  After the devastating events of Avengers: Infi...  \n",
+              "37  The story of Henry Hill and his life in the ma...  \n",
+              "38  12-year-old Mathilda is reluctantly taken in b...  \n",
+              "39  A sexually frustrated suburban father has a mi...  \n",
+              "40  Blacksmith Will Turner teams up with eccentric...  \n",
+              "41  The Avengers and their allies must be willing ...  \n",
+              "42  In the distant future, a small waste-collectin...  \n",
+              "43  An insurance salesman discovers his whole life...  \n",
+              "44  After awakening from a four-year coma, a forme...  \n",
+              "45  Living a life marked by violence, neo-Nazi Der...  \n",
+              "46  In a future British dystopian society, a shado...  \n",
+              "47  A cyborg, identical to the one who failed to k...  \n",
+              "48  The sole survivor of a pier shoot-out tells th...  \n",
+              "49  Lion prince Simba and his father are targeted ...  "
+            ],
+            "text/html": [
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+              "  <div id=\"df-a5d7532a-1f54-438e-8845-717506142b7a\" class=\"colab-df-container\">\n",
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+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>name</th>\n",
+              "      <th>rating</th>\n",
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+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>The Shawshank Redemption</td>\n",
+              "      <td>9.3</td>\n",
+              "      <td>Over the course of several years, two convicts...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>The Dark Knight</td>\n",
+              "      <td>9.0</td>\n",
+              "      <td>When the menace known as the Joker wreaks havo...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>Inception</td>\n",
+              "      <td>8.8</td>\n",
+              "      <td>A thief who steals corporate secrets through t...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>Fight Club</td>\n",
+              "      <td>8.8</td>\n",
+              "      <td>An insomniac office worker and a devil-may-car...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>Forrest Gump</td>\n",
+              "      <td>8.8</td>\n",
+              "      <td>The history of the United States from the 1950...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>5</th>\n",
+              "      <td>Pulp Fiction</td>\n",
+              "      <td>8.9</td>\n",
+              "      <td>The lives of two mob hitmen, a boxer, a gangst...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>6</th>\n",
+              "      <td>Interstellar</td>\n",
+              "      <td>8.7</td>\n",
+              "      <td>When Earth becomes uninhabitable in the future...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>7</th>\n",
+              "      <td>The Matrix</td>\n",
+              "      <td>8.7</td>\n",
+              "      <td>When a beautiful stranger leads computer hacke...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>8</th>\n",
+              "      <td>The Godfather</td>\n",
+              "      <td>9.2</td>\n",
+              "      <td>The aging patriarch of an organized crime dyna...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>9</th>\n",
+              "      <td>The Lord of the Rings: The Fellowship of the Ring</td>\n",
+              "      <td>8.9</td>\n",
+              "      <td>A meek Hobbit from the Shire and eight compani...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>10</th>\n",
+              "      <td>The Lord of the Rings: The Return of the King</td>\n",
+              "      <td>9.0</td>\n",
+              "      <td>Gandalf and Aragorn lead the World of Men agai...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>11</th>\n",
+              "      <td>The Dark Knight Rises</td>\n",
+              "      <td>8.4</td>\n",
+              "      <td>Eight years after the Joker's reign of chaos, ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>12</th>\n",
+              "      <td>Se7en</td>\n",
+              "      <td>8.6</td>\n",
+              "      <td>Two detectives, a rookie and a veteran, hunt a...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>13</th>\n",
+              "      <td>The Lord of the Rings: The Two Towers</td>\n",
+              "      <td>8.8</td>\n",
+              "      <td>While Frodo and Sam edge closer to Mordor with...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>14</th>\n",
+              "      <td>Django Unchained</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>With the help of a German bounty-hunter, a fre...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>15</th>\n",
+              "      <td>Gladiator</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>A former Roman General sets out to exact venge...</td>\n",
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+              "    <tr>\n",
+              "      <th>16</th>\n",
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+              "      <td>8.4</td>\n",
+              "      <td>In Nazi-occupied France during World War II, a...</td>\n",
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+              "    <tr>\n",
+              "      <th>17</th>\n",
+              "      <td>The Wolf of Wall Street</td>\n",
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+              "      <td>Based on the true story of Jordan Belfort, fro...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>18</th>\n",
+              "      <td>Batman Begins</td>\n",
+              "      <td>8.2</td>\n",
+              "      <td>After witnessing his parents' death, Bruce lea...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>19</th>\n",
+              "      <td>The Silence of the Lambs</td>\n",
+              "      <td>8.6</td>\n",
+              "      <td>A young F.B.I. cadet must receive the help of ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>20</th>\n",
+              "      <td>Saving Private Ryan</td>\n",
+              "      <td>8.6</td>\n",
+              "      <td>Following the Normandy Landings, a group of U....</td>\n",
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+              "    <tr>\n",
+              "      <th>21</th>\n",
+              "      <td>Joker</td>\n",
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+              "      <td>During the 1980s, a failed stand-up comedian i...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>22</th>\n",
+              "      <td>The Avengers</td>\n",
+              "      <td>8.0</td>\n",
+              "      <td>Earth's mightiest heroes must come together an...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>23</th>\n",
+              "      <td>Shutter Island</td>\n",
+              "      <td>8.2</td>\n",
+              "      <td>Teddy Daniels and Chuck Aule, two US marshals,...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>24</th>\n",
+              "      <td>Star Wars: Episode IV - A New Hope</td>\n",
+              "      <td>8.6</td>\n",
+              "      <td>Luke Skywalker joins forces with a Jedi Knight...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>25</th>\n",
+              "      <td>Schindler's List</td>\n",
+              "      <td>9.0</td>\n",
+              "      <td>In German-occupied Poland during World War II,...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>26</th>\n",
+              "      <td>The Prestige</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>After a tragic accident, two stage magicians i...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>27</th>\n",
+              "      <td>The Departed</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>An undercover cop and a mole in the police att...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>28</th>\n",
+              "      <td>The Green Mile</td>\n",
+              "      <td>8.6</td>\n",
+              "      <td>A tale set on death row, where gentle giant Jo...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>29</th>\n",
+              "      <td>Avatar</td>\n",
+              "      <td>7.9</td>\n",
+              "      <td>A paraplegic Marine dispatched to the moon Pan...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>30</th>\n",
+              "      <td>Star Wars: Episode V - The Empire Strikes Back</td>\n",
+              "      <td>8.7</td>\n",
+              "      <td>After the Rebels are overpowered by the Empire...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>31</th>\n",
+              "      <td>The Godfather Part II</td>\n",
+              "      <td>9.0</td>\n",
+              "      <td>The early life and career of Vito Corleone in ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>32</th>\n",
+              "      <td>Memento</td>\n",
+              "      <td>8.4</td>\n",
+              "      <td>A man with short-term memory loss attempts to ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>33</th>\n",
+              "      <td>Back to the Future</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>Marty McFly, a 17-year-old high school student...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>34</th>\n",
+              "      <td>Titanic</td>\n",
+              "      <td>7.9</td>\n",
+              "      <td>A seventeen-year-old aristocrat falls in love ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>35</th>\n",
+              "      <td>Guardians of the Galaxy</td>\n",
+              "      <td>8.0</td>\n",
+              "      <td>A group of intergalactic criminals must pull t...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>36</th>\n",
+              "      <td>Avengers: Endgame</td>\n",
+              "      <td>8.4</td>\n",
+              "      <td>After the devastating events of Avengers: Infi...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>37</th>\n",
+              "      <td>Goodfellas</td>\n",
+              "      <td>8.7</td>\n",
+              "      <td>The story of Henry Hill and his life in the ma...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>38</th>\n",
+              "      <td>Léon: The Professional</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>12-year-old Mathilda is reluctantly taken in b...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>39</th>\n",
+              "      <td>American Beauty</td>\n",
+              "      <td>8.3</td>\n",
+              "      <td>A sexually frustrated suburban father has a mi...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>40</th>\n",
+              "      <td>Pirates of the Caribbean: The Curse of the Bla...</td>\n",
+              "      <td>8.1</td>\n",
+              "      <td>Blacksmith Will Turner teams up with eccentric...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>41</th>\n",
+              "      <td>Avengers: Infinity War</td>\n",
+              "      <td>8.4</td>\n",
+              "      <td>The Avengers and their allies must be willing ...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>42</th>\n",
+              "      <td>WALL·E</td>\n",
+              "      <td>8.4</td>\n",
+              "      <td>In the distant future, a small waste-collectin...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>43</th>\n",
+              "      <td>The Truman Show</td>\n",
+              "      <td>8.2</td>\n",
+              "      <td>An insurance salesman discovers his whole life...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>44</th>\n",
+              "      <td>Kill Bill: Vol. 1</td>\n",
+              "      <td>8.2</td>\n",
+              "      <td>After awakening from a four-year coma, a forme...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>45</th>\n",
+              "      <td>American History X</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>Living a life marked by violence, neo-Nazi Der...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>46</th>\n",
+              "      <td>V for Vendetta</td>\n",
+              "      <td>8.2</td>\n",
+              "      <td>In a future British dystopian society, a shado...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>47</th>\n",
+              "      <td>Terminator 2: Judgment Day</td>\n",
+              "      <td>8.6</td>\n",
+              "      <td>A cyborg, identical to the one who failed to k...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>48</th>\n",
+              "      <td>The Usual Suspects</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>The sole survivor of a pier shoot-out tells th...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>49</th>\n",
+              "      <td>The Lion King</td>\n",
+              "      <td>8.5</td>\n",
+              "      <td>Lion prince Simba and his father are targeted ...</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-a5d7532a-1f54-438e-8845-717506142b7a')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-a5d7532a-1f54-438e-8845-717506142b7a button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-a5d7532a-1f54-438e-8845-717506142b7a');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-d8ffc9b8-9746-409d-9f63-d124a005834b\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-d8ffc9b8-9746-409d-9f63-d124a005834b')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-d8ffc9b8-9746-409d-9f63-d124a005834b button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "best_film_df",
+              "summary": "{\n  \"name\": \"best_film_df\",\n  \"rows\": 50,\n  \"fields\": [\n    {\n      \"column\": \"name\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 50,\n        \"samples\": [\n          \"The Lord of the Rings: The Two Towers\",\n          \"American Beauty\",\n          \"Star Wars: Episode V - The Empire Strikes Back\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"rating\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 14,\n        \"samples\": [\n          \"8.2\",\n          \"7.9\",\n          \"9.3\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"description\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 50,\n        \"samples\": [\n          \"While Frodo and Sam edge closer to Mordor with the help of the shifty Gollum, the divided fellowship makes a stand against Sauron's new ally, Saruman, and his hordes of Isengard.\",\n          \"A sexually frustrated suburban father has a mid-life crisis after becoming infatuated with his daughter's best friend.\",\n          \"After the Rebels are overpowered by the Empire, Luke Skywalker begins his Jedi training with Yoda, while his friends are pursued across the galaxy by Darth Vader and bounty hunter Boba Fett.\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 22
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "11. Save the output in a file named `'best_films.csv'`:"
+      ],
+      "metadata": {
+        "id": "zFH9Nlo6woh-"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#write your code here\n",
+        "best_film_df.to_csv('best_films.csv')"
+      ],
+      "metadata": {
+        "id": "5JF5TlK8wr6L"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "### In-class exercise\n",
+        "\n",
+        "Find another field of information that interest you, crawl that data and add a new column for the above table."
+      ],
+      "metadata": {
+        "id": "1UN6VVE5wyFO"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "'''\n",
+        "to add a new colum to a pandas, you can simply\n",
+        "best_film_df = pd.DataFrame({'name': film_names, 'rating': ratings, 'description': descripts,'new_column_name':new_column_list})\n",
+        "All other steps should be similar\n",
+        "'''"
+      ],
+      "metadata": {
+        "id": "_kET0chQwzZ-"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "display_name": "Python 3 (ipykernel)",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.7.13"
+    },
+    "vscode": {
+      "interpreter": {
+        "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186"
+      }
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}
\ No newline at end of file
diff --git a/course_materials/Topic_5_2_Scraping_Dynamic_Web_Pages_(with anwers).ipynb b/course_materials/Topic_5_2_Scraping_Dynamic_Web_Pages_(with anwers).ipynb
new file mode 100644
index 0000000..e95af3a
--- /dev/null
+++ b/course_materials/Topic_5_2_Scraping_Dynamic_Web_Pages_(with anwers).ipynb	
@@ -0,0 +1,10236 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "BDxYIw85cVdw"
+   },
+   "source": [
+    " \n",
+    "\n",
+    "<br>\n",
+    "\n",
+    "# Scraping Dynamic Web Pages\n",
+    "\n",
+    "\n",
+    "In many contexts, **the content of a webpage depends on some user interactions**, for example, google returns you contents depend on your search query, and in IMDB you can actually change the returned result by using different filters. How can we retrieve web contents in such cases? Can we automate these user actions?\n",
+    "\n",
+    "\n",
+    "- We are increasingly encountering pages whose contents are dynamically generated within the user's Web browser; that is, the content is determined only when the page is rendered and is updated dynamically based on user interactions and inputs.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "09w_Y_NBcVdx"
+   },
+   "source": [
+    "\n",
+    "\n",
+    "Is there a programmatic approach to drive a browser to **mimic human users' actions**, e.g., clicking on a button, filling in a form, etc., to load contents dynamically?\n",
+    "\n",
+    "<img src=\"https://upload.wikimedia.org/wikipedia/commons/d/d5/Selenium_Logo.png\"  width=150/>\n",
+    "\n",
+    " \n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "[Selenium](https://www.selenium.dev) is an umbrella project for a range of tools and libraries that enable and support the automation of web browsers. At its core is WebDriver, an interface to write instruction sets that can be run interchangeably in many browsers.\n",
+    "\n",
+    "\n",
+    "Python language bindings for selenium WebDriver is provided by the [selenium](https://pypi.org/project/selenium/) package.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "id": "0stP5rovQlIr",
+    "outputId": "0557533e-5dab-40ff-95c4-eaf057c033f5"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'4.19.0'"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import selenium\n",
+    "selenium.__version__"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "NqAy_5MMcVdx"
+   },
+   "source": [
+    "---\n",
+    "\n",
+    "<br>\n",
+    "\n",
+    "### Creating a WebDriver Instance and Navigating to the Target Page\n",
+    "\n",
+    "The `selenium.webdriver` module provides all the webdriver implementations. Currently supported WebDriver implementations are Firefox, Chrome, IE, etc (See the documentation for installation instruction)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "id": "ZEuDvhlEQlIs"
+   },
+   "outputs": [],
+   "source": [
+    "from selenium import webdriver\n",
+    "from selenium.webdriver.chrome.service import Service\n",
+    "from webdriver_manager.chrome import ChromeDriverManager\n",
+    "\n",
+    "# use Chrome\n",
+    "s = Service(ChromeDriverManager().install())\n",
+    "driver = webdriver.Chrome(service=s)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "uvLNkA_rcVdx"
+   },
+   "source": [
+    "\n",
+    "The first thing we'll want to do with the `WebDriver` is to navigate to a page given by the URL. The convenient way to do so is to call the `.get()` method:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "id": "_IQCXgZTcVdy"
+   },
+   "outputs": [],
+   "source": [
+    "driver.get(\"https://www.google.com/\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "9djXUp4XcVdy"
+   },
+   "source": [
+    "<div class=\"alert alert-info\">WebDriver will wait until the page has fully loaded before returning control to the script. </div>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['__abstractmethods__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__enter__', '__eq__', '__exit__', '__format__', '__ge__', '__getattribute__', '__getstate__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_abc_impl', '_authenticator_id', '_check_if_window_handle_is_current', '_file_detector', '_get_cdp_details', '_is_remote', '_mobile', '_shadowroot_cls', '_switch_to', '_unwrap_value', '_web_element_cls', '_wrap_value', 'add_cookie', 'add_credential', 'add_virtual_authenticator', 'back', 'bidi_connection', 'capabilities', 'caps', 'close', 'command_executor', 'create_web_element', 'current_url', 'current_window_handle', 'delete_all_cookies', 'delete_cookie', 'delete_downloadable_files', 'delete_network_conditions', 'download_file', 'error_handler', 'execute', 'execute_async_script', 'execute_cdp_cmd', 'execute_script', 'file_detector', 'file_detector_context', 'find_element', 'find_elements', 'forward', 'fullscreen_window', 'get', 'get_cookie', 'get_cookies', 'get_credentials', 'get_downloadable_files', 'get_issue_message', 'get_log', 'get_network_conditions', 'get_pinned_scripts', 'get_screenshot_as_base64', 'get_screenshot_as_file', 'get_screenshot_as_png', 'get_sinks', 'get_window_position', 'get_window_rect', 'get_window_size', 'implicitly_wait', 'launch_app', 'log_types', 'maximize_window', 'minimize_window', 'mobile', 'name', 'orientation', 'page_source', 'pin_script', 'pinned_scripts', 'print_page', 'quit', 'refresh', 'remove_all_credentials', 'remove_credential', 'remove_virtual_authenticator', 'save_screenshot', 'service', 'session_id', 'set_network_conditions', 'set_page_load_timeout', 'set_permissions', 'set_script_timeout', 'set_sink_to_use', 'set_user_verified', 'set_window_position', 'set_window_rect', 'set_window_size', 'start_client', 'start_desktop_mirroring', 'start_session', 'start_tab_mirroring', 'stop_casting', 'stop_client', 'switch_to', 'timeouts', 'title', 'unpin', 'virtual_authenticator_id', 'window_handles']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# The dir() function returns all properties and methods of the driver object\n",
+    "print(dir(driver))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {
+    "id": "WuudBcUXcVdy"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Google'"
+      ]
+     },
+     "execution_count": 52,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "driver.title     # retrieve the title of the page"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "eS2F0U10cVdy"
+   },
+   "source": [
+    "\n",
+    "### Locating Desired Tags\n",
+    "\n",
+    "Like `BeautifulSoup`, we can also acess the webpage elements using `selenium`.\n",
+    "\n",
+    "`WebDriver` offers a number of ways to find elements.\n",
+    "\n",
+    "We can use the `.find_element()` or  `.find_elements()` methods to specify a locating strategy with a corresponding filter to find the first matching `WebElement` or a list of matching `WebElement`s.\n",
+    "\n",
+    "- Various locating strategies are available via the attributes of the `By` class (try `dir(By)` to see a list of supported strategies):\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {
+    "id": "YzeDuXUVQlIt"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['CLASS_NAME',\n",
+       " 'CSS_SELECTOR',\n",
+       " 'ID',\n",
+       " 'LINK_TEXT',\n",
+       " 'NAME',\n",
+       " 'PARTIAL_LINK_TEXT',\n",
+       " 'TAG_NAME',\n",
+       " 'XPATH',\n",
+       " '__class__',\n",
+       " '__delattr__',\n",
+       " '__dict__',\n",
+       " '__dir__',\n",
+       " '__doc__',\n",
+       " '__eq__',\n",
+       " '__format__',\n",
+       " '__ge__',\n",
+       " '__getattribute__',\n",
+       " '__getstate__',\n",
+       " '__gt__',\n",
+       " '__hash__',\n",
+       " '__init__',\n",
+       " '__init_subclass__',\n",
+       " '__le__',\n",
+       " '__lt__',\n",
+       " '__module__',\n",
+       " '__ne__',\n",
+       " '__new__',\n",
+       " '__reduce__',\n",
+       " '__reduce_ex__',\n",
+       " '__repr__',\n",
+       " '__setattr__',\n",
+       " '__sizeof__',\n",
+       " '__str__',\n",
+       " '__subclasshook__',\n",
+       " '__weakref__']"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from selenium.webdriver.common.by import By\n",
+    "dir(By)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "cell_style": "center",
+    "id": "BGa1Mx_5cVdz"
+   },
+   "source": [
+    "For example, a paragraph element of a specific class:\n",
+    "\n",
+    "```html\n",
+    "<p class=\"class-one\"> This is a paragraph of  of class \"class-one\".</p>\n",
+    "```\n",
+    "\n",
+    "can be found by using any of:\n",
+    "\n",
+    "```python\n",
+    "driver.find_element(By.CLASS_NAME, \"class-one\")\n",
+    "driver.find_element(By.CSS_SELECTOR, 'p.class-one')\n",
+    "driver.find_element(By.CSS_SELECTOR, \"p[class='class-one']\")\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "cell_style": "center",
+    "id": "n6PdxM-IcVdz"
+   },
+   "source": [
+    "A hyperlink element that contains a specific link text:\n",
+    "\n",
+    "```html\n",
+    "<a href=\"sample.html\">The 1st item</a>\n",
+    "```\n",
+    "\n",
+    "can be found by using either of:\n",
+    "\n",
+    "```python\n",
+    "driver.find_element(By.LINK_TEXT, \"The 1st item\")\n",
+    "driver.find_element(By.PARTIAL_LINK_TEXT, \"1st\")\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "cell_style": "center",
+    "id": "1gOB79GwcVdz"
+   },
+   "source": [
+    "And a text field defined as:\n",
+    "\n",
+    "```html\n",
+    "<input type=\"text\" name=\"passwd\" id=\"passwd-id\" />\n",
+    "```\n",
+    "\n",
+    "can be located using either of:\n",
+    "\n",
+    "```python\n",
+    "driver.find_element(By.ID, \"passwd-id\")\n",
+    "driver.find_element(By.NAME, \"passwd\")\n",
+    "driver.find_element(By.CSS_SELECTOR, \"input#passwd-id\")\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "PO6c_Xk7QlIu"
+   },
+   "source": [
+    "### Using Chrome's Inspect Tool to Examine a Target Element\n",
+    "\n",
+    "\n",
+    "Open Chrome's devtools. Use the mouse selector tool (top left button) to explore the web page content for the desired page element\n",
+    "\n",
+    "- The element will be highlighted on the page itself and its corresponding entry in the document tree.\n",
+    "\n",
+    "Take note of any identifying attributes for the target tags (class, id, etc) and use the `.find_elements()` or `.find_element()` method to fetch desired `WebElement`(s)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "id": "0_0W1Po_cVdz",
+    "outputId": "7b00ca0e-7e79-447f-d15b-b175a8b4a3b8"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.BA4FAF3C279E33A728811046D4717B71.e.1\")>"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_box = driver.find_element(By.NAME, \"q\")   # locate the input text element by its name attribute\n",
+    "search_box"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "0ZazK33ZcVd1"
+   },
+   "source": [
+    " ### Sending Text and Keystrokes\n",
+    " \n",
+    "\n",
+    "We can mock keystrokes or mouth clicks with `selenium`.\n",
+    "\n",
+    "We can mock human interactions by using some methods of these `WebElement` object. For example, we can generate input by the `send_keys()` method:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "id": "lpqKN9U1cVd1"
+   },
+   "outputs": [],
+   "source": [
+    "search_box.clear()                           # clear any pre-populated text\n",
+    "search_box.send_keys(\"us election 2020\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "h4fJbe1acVd1"
+   },
+   "source": [
+    "<div class=\"alert alert-info\">Typing something into a text field won't automatically clear it. Instead, what we type will be appended to what's already there.</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "6A3zeg5qQlIv"
+   },
+   "source": [
+    " Special keys can be sent using the `Keys` class imported from `selenium.webdriver.common.keys` (try `dir(Keys)` to see a list of supported virtual keystrokes):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "id": "j2sWvNLmcVd2"
+   },
+   "outputs": [],
+   "source": [
+    "from selenium.webdriver.common.keys import Keys\n",
+    "search_box.send_keys(Keys.RETURN)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['ADD',\n",
+       " 'ALT',\n",
+       " 'ARROW_DOWN',\n",
+       " 'ARROW_LEFT',\n",
+       " 'ARROW_RIGHT',\n",
+       " 'ARROW_UP',\n",
+       " 'BACKSPACE',\n",
+       " 'BACK_SPACE',\n",
+       " 'CANCEL',\n",
+       " 'CLEAR',\n",
+       " 'COMMAND',\n",
+       " 'CONTROL',\n",
+       " 'DECIMAL',\n",
+       " 'DELETE',\n",
+       " 'DIVIDE',\n",
+       " 'DOWN',\n",
+       " 'END',\n",
+       " 'ENTER',\n",
+       " 'EQUALS',\n",
+       " 'ESCAPE',\n",
+       " 'F1',\n",
+       " 'F10',\n",
+       " 'F11',\n",
+       " 'F12',\n",
+       " 'F2',\n",
+       " 'F3',\n",
+       " 'F4',\n",
+       " 'F5',\n",
+       " 'F6',\n",
+       " 'F7',\n",
+       " 'F8',\n",
+       " 'F9',\n",
+       " 'HELP',\n",
+       " 'HOME',\n",
+       " 'INSERT',\n",
+       " 'LEFT',\n",
+       " 'LEFT_ALT',\n",
+       " 'LEFT_CONTROL',\n",
+       " 'LEFT_SHIFT',\n",
+       " 'META',\n",
+       " 'MULTIPLY',\n",
+       " 'NULL',\n",
+       " 'NUMPAD0',\n",
+       " 'NUMPAD1',\n",
+       " 'NUMPAD2',\n",
+       " 'NUMPAD3',\n",
+       " 'NUMPAD4',\n",
+       " 'NUMPAD5',\n",
+       " 'NUMPAD6',\n",
+       " 'NUMPAD7',\n",
+       " 'NUMPAD8',\n",
+       " 'NUMPAD9',\n",
+       " 'PAGE_DOWN',\n",
+       " 'PAGE_UP',\n",
+       " 'PAUSE',\n",
+       " 'RETURN',\n",
+       " 'RIGHT',\n",
+       " 'SEMICOLON',\n",
+       " 'SEPARATOR',\n",
+       " 'SHIFT',\n",
+       " 'SPACE',\n",
+       " 'SUBTRACT',\n",
+       " 'TAB',\n",
+       " 'UP',\n",
+       " 'ZENKAKU_HANKAKU',\n",
+       " '__class__',\n",
+       " '__delattr__',\n",
+       " '__dict__',\n",
+       " '__dir__',\n",
+       " '__doc__',\n",
+       " '__eq__',\n",
+       " '__format__',\n",
+       " '__ge__',\n",
+       " '__getattribute__',\n",
+       " '__getstate__',\n",
+       " '__gt__',\n",
+       " '__hash__',\n",
+       " '__init__',\n",
+       " '__init_subclass__',\n",
+       " '__le__',\n",
+       " '__lt__',\n",
+       " '__module__',\n",
+       " '__ne__',\n",
+       " '__new__',\n",
+       " '__reduce__',\n",
+       " '__reduce_ex__',\n",
+       " '__repr__',\n",
+       " '__setattr__',\n",
+       " '__sizeof__',\n",
+       " '__str__',\n",
+       " '__subclasshook__',\n",
+       " '__weakref__']"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dir(Keys)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "id": "-0VGguUQcVd2"
+   },
+   "outputs": [],
+   "source": [
+    "# We can also send the query text and the keystroke in one call\n",
+    "search_box = driver.find_element(By.NAME, \"q\") \n",
+    "search_box.clear()  \n",
+    "search_box.send_keys(\"us election 2020\", Keys.RETURN)      "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "VPpm3HCAQlIv"
+   },
+   "source": [
+    "### Extracting Information\n",
+    "\n",
+    "We can use a `find_elements()` method to return a list of matching `WebElement`s:\n",
+    "\n",
+    "For example, if we want to get the returned search results, we can use class name \"N54PNb\", which can be obtained by using inspection tool."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    "id": "qzLfyggNcVd3",
+    "outputId": "e0fdf5ed-fcfc-4222-d99d-afea6fcd2a28"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2106\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2107\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2108\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2111\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2112\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2113\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2114\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2115\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2116\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2117\")>]"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_results = driver.find_elements(By.CLASS_NAME, 'N54PNb')\n",
+    "search_results"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Alternatively, we can use CSS selectors."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "id": "VExHjPkkcVd3",
+    "outputId": "8d3ad4ec-af34-4832-c4ef-d8d2ef13c9c4"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2106\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2107\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2108\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2111\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2112\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2113\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2114\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2115\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2116\")>,\n",
+       " <selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2117\")>]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# a top-down approach to narrow down the selection to the correct elements \n",
+    "search_results = driver.find_elements(By.CSS_SELECTOR, \"div.N54PNb\")\n",
+    "search_results"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "7cfM-2G6cVd3"
+   },
+   "source": [
+    "The rendered text of a specific element can be retrieved by `.text`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<selenium.webdriver.remote.webelement.WebElement (session=\"4bb891c2b793b29c08bfeb01b54e8ec9\", element=\"f.493DFA7B480A34CB027012F2CF640F5D.d.70FD1EA88CB48540F7FD446C9CEE958D.e.2106\")>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_results[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "id": "XELcmo9kcVd3",
+    "outputId": "6ca4ff44-43da-4039-a419-37d918de21b4"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'2020 United States presidential election\\nWikipedia\\nhttps://en.wikipedia.org › wiki › 2020_United_States_p...\\nThe 2020 United States presidential election was the 59th quadrennial presidential election, held on Tuesday, November 3, 2020. The Democratic ticket of ...'"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_results[0].text"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "7ePjorypcVd3"
+   },
+   "source": [
+    "The parent `WebElement` can also be chained with a `find_element()` method to access child elements:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {
+    "id": "i0TbKkAOcVd4",
+    "outputId": "6c3f0247-fd99-4212-b3d1-95dbce10ac1c"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'2020 United States presidential election\\nWikipedia\\nhttps://en.wikipedia.org › wiki › 2020_United_States_p...'"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_results[0].find_element(By.CLASS_NAME, \"yuRUbf\").text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "id": "p9xvP0jLcVd4",
+    "outputId": "cbbee91b-c905-4442-888e-cf2dabf199c7"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'2020 United States presidential election'"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_results[0].find_element(By.CLASS_NAME, \"LC20lb\").text"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "9sv2y4mJcVd4"
+   },
+   "source": [
+    "---\n",
+    "\n",
+    "## Transitioning to Beautiful Soup\n",
+    "\n",
+    "\n",
+    "\n",
+    "In many cases, we may want to use selenium for mocking interactions and use Beautiful Soup to process HTML codes. We can combine these two tools together.\n",
+    "\n",
+    "\n",
+    "1. After retrieving the search result page, we instruct selenium to hand off the page source to Beautiful Soup:\n",
+    "\n",
+    "The HTML codes can be obtained by using `driver.page_source`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "id": "tPbAmIUdcVd4"
+   },
+   "outputs": [],
+   "source": [
+    "from bs4 import BeautifulSoup\n",
+    "\n",
+    "search_result_soup = BeautifulSoup(driver.page_source, 'html.parser')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "Eiape7XYcVd4"
+   },
+   "outputs": [],
+   "source": [
+    " print(search_result_soup.prettify())  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "id": "b3f4gEZccVd5"
+   },
+   "outputs": [],
+   "source": [
+    "search_result_list = search_result_soup.find_all('div', {'class':'N54PNb'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<div class=\"N54PNb BToiNc cvP2Ce\" data-snc=\"xQlLse\"><div class=\"kb0PBd cvP2Ce A9Y9g jGGQ5e\" data-snf=\"x5WNvb\" data-snhf=\"0\"><div class=\"yuRUbf\"><div><span jsaction=\"rcuQ6b:npT2md;PYDNKe:bLV6Bd;mLt3mc\" jscontroller=\"msmzHf\"><a data-ved=\"2ahUKEwjWoMCT6buFAxXkhVYBHVANB9oQFnoECCMQAQ\" href=\"https://en.wikipedia.org/wiki/2020_United_States_presidential_election\" jsname=\"UWckNb\" ping=\"/url?sa=t&amp;source=web&amp;rct=j&amp;opi=89978449&amp;url=https://en.wikipedia.org/wiki/2020_United_States_presidential_election&amp;ved=2ahUKEwjWoMCT6buFAxXkhVYBHVANB9oQFnoECCMQAQ\"><br/><h3 class=\"LC20lb MBeuO DKV0Md\">2020 United States presidential election</h3><div class=\"notranslate HGLrXd NJjxre iUh30 ojE3Fb\"><div class=\"q0vns\"><span class=\"DDKf1c\"><div aria-hidden=\"true\" class=\"eqA2re UnOTSe Vwoesf\"><img alt=\"\" class=\"XNo5Ab\" data-atf=\"1\" data-csiid=\"9\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAAAAABXZoBIAAAAnklEQVR4AeTNIQiDQABG4b+u17X1aF6PK3YEO9iMJqPVau82y4FgMezS0oVLhqsHtrcqeqzDXv3CEz/6L4yTtZM3dnHmPTtjzXZAXKYVo4agkU2GI2Lloc6JDez1+flswMu1EQZ3xlE7lK8eKDkjtwE+crBMV+wesKmCiisGGepZIfQJpMj9SNb2MYWrChjVkULuCyCfRvsdmBieyQQAsoDk/9ryhFMAAAAASUVORK5CYII=\" style=\"height:26px;width:26px\"/></div></span><div class=\"GTRloc CA5RN\"><div><span class=\"VuuXrf\">Wikipedia</span></div><div class=\"byrV5b\"><cite class=\"qLRx3b tjvcx GvPZzd cHaqb\" role=\"text\">https://en.wikipedia.org<span class=\"ylgVCe ob9lvb\" role=\"text\"> › wiki › 2020_United_States_p...</span></cite></div></div></div></div><span jsaction=\"rcuQ6b:npT2md\" jscontroller=\"IX53Tb\" style=\"display:none\"></span></a></span><div class=\"B6fmyf byrV5b Mg1HEd\"><div class=\"HGLrXd iUh30 ojE3Fb\"><div class=\"q0vns\"><span class=\"DDKf1c\"><div class=\"eqA2re UnOTSe\" style=\"height:26px;width:26px\"></div></span><div class=\"GTRloc CA5RN\"><div><span class=\"VuuXrf\">Wikipedia</span></div><div class=\"byrV5b\"><cite class=\"qLRx3b tjvcx GvPZzd cHaqb\" role=\"text\">https://en.wikipedia.org<span class=\"ylgVCe ob9lvb\" role=\"text\"> › wiki › 2020_United_States_p...</span></cite></div></div></div></div><div class=\"csDOgf BCF2pd L48a4c\"><div data-id=\"collectionitem-web-desktophttps://en.wikipedia.org/wiki/2020_United_States_presidential_election\" data-viewer-group=\"1\" jsaction=\"rcuQ6b:npT2md;aevozb:T2P31d;vcOT6c:C6KsF;k7WJpc:beCLof\" jscontroller=\"gOTY1\" jsdata=\"PFrTzf;_;A2jWT4\"><div><div data-ved=\"2ahUKEwjWoMCT6buFAxXkhVYBHVANB9oQu5wMegQIIxAJ\" data-viewer-entrypoint=\"1\" jsaction=\"rcuQ6b:npT2md;h5M12e;jGQF0b:kNqZ1c;\" jscontroller=\"RJ1Nyd\" jsdata=\"ReQo8;_;A2jWUw\" jsshadow=\"\" role=\"button\" tabindex=\"-1\"><div jsslot=\"\"><div aria-label=\"About this result\" class=\"MJ8UF iTPLzd rNSxBe eY4mx lUn2nc\" jsname=\"I3kE2c\" role=\"button\" style=\"position:absolute\" tabindex=\"0\"><span class=\"D6lY4c mBswFe\" jsname=\"czHhOd\"><span class=\"xTFaxe z1asCe\" jsname=\"Bil8Ae\" style=\"height:18px;line-height:18px;width:18px\"><svg focusable=\"false\" viewbox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12 8c1.1 0 2-.9 2-2s-.9-2-2-2-2 .9-2 2 .9 2 2 2zm0 2c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2zm0 6c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2z\"></path></svg></span></span></div></div></div></div></div></div></div></div></div></div><div class=\"kb0PBd cvP2Ce A9Y9g\" data-sncf=\"1\" data-snf=\"nke7rc\"><div class=\"VwiC3b yXK7lf lVm3ye r025kc hJNv6b Hdw6tb\" style=\"-webkit-line-clamp:2\"><span>The <em>2020 United States presidential election</em> was the 59th quadrennial <em>presidential election</em>, held on Tuesday, November 3, <em>2020</em>. The Democratic ticket of ...</span></div></div><div class=\"kb0PBd cvP2Ce A9Y9g\" data-sncf=\"2\" data-snf=\"mCCBcf\"><div class=\"fG8Fp uo4vr\"></div></div></div>"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_result_list[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "id": "0jenW3QKcVd5",
+    "outputId": "680c14b4-0a57-46eb-9b3e-f62952db2942"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<div class=\"N54PNb BToiNc cvP2Ce\" data-snc=\"xQlLse\">\n",
+      " <div class=\"kb0PBd cvP2Ce A9Y9g jGGQ5e\" data-snf=\"x5WNvb\" data-snhf=\"0\">\n",
+      "  <div class=\"yuRUbf\">\n",
+      "   <div>\n",
+      "    <span jsaction=\"rcuQ6b:npT2md;PYDNKe:bLV6Bd;mLt3mc\" jscontroller=\"msmzHf\">\n",
+      "     <a data-ved=\"2ahUKEwjWoMCT6buFAxXkhVYBHVANB9oQFnoECCMQAQ\" href=\"https://en.wikipedia.org/wiki/2020_United_States_presidential_election\" jsname=\"UWckNb\" ping=\"/url?sa=t&amp;source=web&amp;rct=j&amp;opi=89978449&amp;url=https://en.wikipedia.org/wiki/2020_United_States_presidential_election&amp;ved=2ahUKEwjWoMCT6buFAxXkhVYBHVANB9oQFnoECCMQAQ\">\n",
+      "      <br/>\n",
+      "      <h3 class=\"LC20lb MBeuO DKV0Md\">\n",
+      "       2020 United States presidential election\n",
+      "      </h3>\n",
+      "      <div class=\"notranslate HGLrXd NJjxre iUh30 ojE3Fb\">\n",
+      "       <div class=\"q0vns\">\n",
+      "        <span class=\"DDKf1c\">\n",
+      "         <div aria-hidden=\"true\" class=\"eqA2re UnOTSe Vwoesf\">\n",
+      "          <img alt=\"\" class=\"XNo5Ab\" data-atf=\"1\" data-csiid=\"9\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAAAAABXZoBIAAAAnklEQVR4AeTNIQiDQABG4b+u17X1aF6PK3YEO9iMJqPVau82y4FgMezS0oVLhqsHtrcqeqzDXv3CEz/6L4yTtZM3dnHmPTtjzXZAXKYVo4agkU2GI2Lloc6JDez1+flswMu1EQZ3xlE7lK8eKDkjtwE+crBMV+wesKmCiisGGepZIfQJpMj9SNb2MYWrChjVkULuCyCfRvsdmBieyQQAsoDk/9ryhFMAAAAASUVORK5CYII=\" style=\"height:26px;width:26px\"/>\n",
+      "         </div>\n",
+      "        </span>\n",
+      "        <div class=\"GTRloc CA5RN\">\n",
+      "         <div>\n",
+      "          <span class=\"VuuXrf\">\n",
+      "           Wikipedia\n",
+      "          </span>\n",
+      "         </div>\n",
+      "         <div class=\"byrV5b\">\n",
+      "          <cite class=\"qLRx3b tjvcx GvPZzd cHaqb\" role=\"text\">\n",
+      "           https://en.wikipedia.org\n",
+      "           <span class=\"ylgVCe ob9lvb\" role=\"text\">\n",
+      "            › wiki › 2020_United_States_p...\n",
+      "           </span>\n",
+      "          </cite>\n",
+      "         </div>\n",
+      "        </div>\n",
+      "       </div>\n",
+      "      </div>\n",
+      "      <span jsaction=\"rcuQ6b:npT2md\" jscontroller=\"IX53Tb\" style=\"display:none\">\n",
+      "      </span>\n",
+      "     </a>\n",
+      "    </span>\n",
+      "    <div class=\"B6fmyf byrV5b Mg1HEd\">\n",
+      "     <div class=\"HGLrXd iUh30 ojE3Fb\">\n",
+      "      <div class=\"q0vns\">\n",
+      "       <span class=\"DDKf1c\">\n",
+      "        <div class=\"eqA2re UnOTSe\" style=\"height:26px;width:26px\">\n",
+      "        </div>\n",
+      "       </span>\n",
+      "       <div class=\"GTRloc CA5RN\">\n",
+      "        <div>\n",
+      "         <span class=\"VuuXrf\">\n",
+      "          Wikipedia\n",
+      "         </span>\n",
+      "        </div>\n",
+      "        <div class=\"byrV5b\">\n",
+      "         <cite class=\"qLRx3b tjvcx GvPZzd cHaqb\" role=\"text\">\n",
+      "          https://en.wikipedia.org\n",
+      "          <span class=\"ylgVCe ob9lvb\" role=\"text\">\n",
+      "           › wiki › 2020_United_States_p...\n",
+      "          </span>\n",
+      "         </cite>\n",
+      "        </div>\n",
+      "       </div>\n",
+      "      </div>\n",
+      "     </div>\n",
+      "     <div class=\"csDOgf BCF2pd L48a4c\">\n",
+      "      <div data-id=\"collectionitem-web-desktophttps://en.wikipedia.org/wiki/2020_United_States_presidential_election\" data-viewer-group=\"1\" jsaction=\"rcuQ6b:npT2md;aevozb:T2P31d;vcOT6c:C6KsF;k7WJpc:beCLof\" jscontroller=\"gOTY1\" jsdata=\"PFrTzf;_;A2jWT4\">\n",
+      "       <div>\n",
+      "        <div data-ved=\"2ahUKEwjWoMCT6buFAxXkhVYBHVANB9oQu5wMegQIIxAJ\" data-viewer-entrypoint=\"1\" jsaction=\"rcuQ6b:npT2md;h5M12e;jGQF0b:kNqZ1c;\" jscontroller=\"RJ1Nyd\" jsdata=\"ReQo8;_;A2jWUw\" jsshadow=\"\" role=\"button\" tabindex=\"-1\">\n",
+      "         <div jsslot=\"\">\n",
+      "          <div aria-label=\"About this result\" class=\"MJ8UF iTPLzd rNSxBe eY4mx lUn2nc\" jsname=\"I3kE2c\" role=\"button\" style=\"position:absolute\" tabindex=\"0\">\n",
+      "           <span class=\"D6lY4c mBswFe\" jsname=\"czHhOd\">\n",
+      "            <span class=\"xTFaxe z1asCe\" jsname=\"Bil8Ae\" style=\"height:18px;line-height:18px;width:18px\">\n",
+      "             <svg focusable=\"false\" viewbox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\">\n",
+      "              <path d=\"M12 8c1.1 0 2-.9 2-2s-.9-2-2-2-2 .9-2 2 .9 2 2 2zm0 2c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2zm0 6c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2z\">\n",
+      "              </path>\n",
+      "             </svg>\n",
+      "            </span>\n",
+      "           </span>\n",
+      "          </div>\n",
+      "         </div>\n",
+      "        </div>\n",
+      "       </div>\n",
+      "      </div>\n",
+      "     </div>\n",
+      "    </div>\n",
+      "   </div>\n",
+      "  </div>\n",
+      " </div>\n",
+      " <div class=\"kb0PBd cvP2Ce A9Y9g\" data-sncf=\"1\" data-snf=\"nke7rc\">\n",
+      "  <div class=\"VwiC3b yXK7lf lVm3ye r025kc hJNv6b Hdw6tb\" style=\"-webkit-line-clamp:2\">\n",
+      "   <span>\n",
+      "    The\n",
+      "    <em>\n",
+      "     2020 United States presidential election\n",
+      "    </em>\n",
+      "    was the 59th quadrennial\n",
+      "    <em>\n",
+      "     presidential election\n",
+      "    </em>\n",
+      "    , held on Tuesday, November 3,\n",
+      "    <em>\n",
+      "     2020\n",
+      "    </em>\n",
+      "    . The Democratic ticket of ...\n",
+      "   </span>\n",
+      "  </div>\n",
+      " </div>\n",
+      " <div class=\"kb0PBd cvP2Ce A9Y9g\" data-sncf=\"2\" data-snf=\"mCCBcf\">\n",
+      "  <div class=\"fG8Fp uo4vr\">\n",
+      "  </div>\n",
+      " </div>\n",
+      "</div>\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(search_result_list[0].prettify())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "id": "RVKFAUfVcVd5",
+    "outputId": "7d3d00eb-f444-4506-a9ff-9d4824b459fc"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'https://en.wikipedia.org/wiki/2020_United_States_presidential_election'"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_result_list[0].find(\"a\").get('href')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "id": "SGw50luAcVd5",
+    "outputId": "369028bf-1407-4de3-afc0-7302ebd2075a",
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<br/>,\n",
+       " <h3 class=\"LC20lb MBeuO DKV0Md\">2020 United States presidential election</h3>,\n",
+       " <div class=\"notranslate HGLrXd NJjxre iUh30 ojE3Fb\"><div class=\"q0vns\"><span class=\"DDKf1c\"><div aria-hidden=\"true\" class=\"eqA2re UnOTSe Vwoesf\"><img alt=\"\" class=\"XNo5Ab\" data-atf=\"1\" data-csiid=\"9\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAAAAABXZoBIAAAAnklEQVR4AeTNIQiDQABG4b+u17X1aF6PK3YEO9iMJqPVau82y4FgMezS0oVLhqsHtrcqeqzDXv3CEz/6L4yTtZM3dnHmPTtjzXZAXKYVo4agkU2GI2Lloc6JDez1+flswMu1EQZ3xlE7lK8eKDkjtwE+crBMV+wesKmCiisGGepZIfQJpMj9SNb2MYWrChjVkULuCyCfRvsdmBieyQQAsoDk/9ryhFMAAAAASUVORK5CYII=\" style=\"height:26px;width:26px\"/></div></span><div class=\"GTRloc CA5RN\"><div><span class=\"VuuXrf\">Wikipedia</span></div><div class=\"byrV5b\"><cite class=\"qLRx3b tjvcx GvPZzd cHaqb\" role=\"text\">https://en.wikipedia.org<span class=\"ylgVCe ob9lvb\" role=\"text\"> › wiki › 2020_United_States_p...</span></cite></div></div></div></div>,\n",
+       " <span jsaction=\"rcuQ6b:npT2md\" jscontroller=\"IX53Tb\" style=\"display:none\"></span>]"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_result_list[0].find(\"a\").contents"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "id": "ho-7LC21cVd5",
+    "outputId": "8566af59-217c-462b-e7b0-c3e5b1959fe4"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'2020 United States presidential election'"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_result_list[0].find(\"a\").contents[1].get_text()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'2020 United States presidential election'"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_result_list[0].find(\"h3\").get_text()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {
+    "id": "5vVyd8l-cVd6",
+    "outputId": "072b3486-1fb1-46af-8221-d1910bf06738"
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>text</th>\n",
+       "      <th>url</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2020 United States presidential election</td>\n",
+       "      <td>https://en.wikipedia.org/wiki/2020_United_Stat...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2020 United States elections</td>\n",
+       "      <td>https://en.wikipedia.org/wiki/2020_United_Stat...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Presidential Election Results and Electoral Ma...</td>\n",
+       "      <td>https://edition.cnn.com/election/2020/results/...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Behind Biden's 2020 Victory</td>\n",
+       "      <td>https://www.pewresearch.org/politics/2021/06/3...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Presidential Election Results: Biden Wins</td>\n",
+       "      <td>https://www.nytimes.com/interactive/2020/11/03...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Presidential Election of 2020</td>\n",
+       "      <td>https://www.270towin.com/2020_Election/</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>United States presidential election of 2020</td>\n",
+       "      <td>https://www.britannica.com/event/United-States...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>US Election 2020 Results</td>\n",
+       "      <td>https://www.bbc.com/news/election/us2020/results</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>Presidential election, 2020</td>\n",
+       "      <td>https://ballotpedia.org/Presidential_election,...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2020 Presidential Election: News, Polls, Resul...</td>\n",
+       "      <td>https://www.nbcnews.com/politics/2020-election</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                text  \\\n",
+       "0           2020 United States presidential election   \n",
+       "1                       2020 United States elections   \n",
+       "2  Presidential Election Results and Electoral Ma...   \n",
+       "3                        Behind Biden's 2020 Victory   \n",
+       "4          Presidential Election Results: Biden Wins   \n",
+       "5                      Presidential Election of 2020   \n",
+       "6        United States presidential election of 2020   \n",
+       "7                           US Election 2020 Results   \n",
+       "8                        Presidential election, 2020   \n",
+       "9  2020 Presidential Election: News, Polls, Resul...   \n",
+       "\n",
+       "                                                 url  \n",
+       "0  https://en.wikipedia.org/wiki/2020_United_Stat...  \n",
+       "1  https://en.wikipedia.org/wiki/2020_United_Stat...  \n",
+       "2  https://edition.cnn.com/election/2020/results/...  \n",
+       "3  https://www.pewresearch.org/politics/2021/06/3...  \n",
+       "4  https://www.nytimes.com/interactive/2020/11/03...  \n",
+       "5            https://www.270towin.com/2020_Election/  \n",
+       "6  https://www.britannica.com/event/United-States...  \n",
+       "7   https://www.bbc.com/news/election/us2020/results  \n",
+       "8  https://ballotpedia.org/Presidential_election,...  \n",
+       "9     https://www.nbcnews.com/politics/2020-election  "
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "url_list = []\n",
+    "text_list = []\n",
+    "\n",
+    "for search_result in search_result_list:\n",
+    "    # write your code here\n",
+    "    url_list.append(search_result.find(\"a\").get('href'))\n",
+    "    text_list.append(search_result.find(\"a\").contents[1].get_text())\n",
+    "    \n",
+    "search_result_df = pd.DataFrame({'text': text_list, 'url': url_list})    \n",
+    "search_result_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "IecY4wl0cVd6"
+   },
+   "source": [
+    "2. After using Beautiful Soup to process the HTML code, we can continue using selenium to pretend navigating other webpages, for example, getting additional search results.\n",
+    "\n",
+    "Navigating around the search result is just a repeated application of generating keystrokes with `selenium`:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can use `Keys.END` to scroll down to the end of the html page."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {
+    "id": "_B1eFgnYcVd6"
+   },
+   "outputs": [],
+   "source": [
+    "driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.END)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# keep scrolling down until no new content is loaded\n",
+    "import time\n",
+    "body = driver.find_element(By.TAG_NAME, 'body')\n",
+    "while True:\n",
+    "    s1 = driver.page_source\n",
+    "    body.send_keys(Keys.END)\n",
+    "    time.sleep(2)\n",
+    "    s2 = driver.page_source\n",
+    "    if s1==s2:\n",
+    "        break"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can click on an element using the `click()` method. Try to find \"T7sFge\" using Chrome's inspection tool. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {
+    "id": "18ANOAw4cVd6"
+   },
+   "outputs": [],
+   "source": [
+    "driver.find_element(By.CLASS_NAME, \"T7sFge\").click() "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>text</th>\n",
+       "      <th>url</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2020 United States presidential election</td>\n",
+       "      <td>https://en.wikipedia.org/wiki/2020_United_Stat...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2020 United States elections</td>\n",
+       "      <td>https://en.wikipedia.org/wiki/2020_United_Stat...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Presidential Election Results and Electoral Ma...</td>\n",
+       "      <td>https://edition.cnn.com/election/2020/results/...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Behind Biden's 2020 Victory</td>\n",
+       "      <td>https://www.pewresearch.org/politics/2021/06/3...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Presidential Election Results: Biden Wins</td>\n",
+       "      <td>https://www.nytimes.com/interactive/2020/11/03...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>89</th>\n",
+       "      <td>Pre-election polls in 2020 had the largest err...</td>\n",
+       "      <td>https://news.vanderbilt.edu/2021/07/19/pre-ele...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>90</th>\n",
+       "      <td>Key December Dates for the Electoral College</td>\n",
+       "      <td>https://bipartisanpolicy.org/blog/december-ele...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>91</th>\n",
+       "      <td>Research note: Examining false beliefs about v...</td>\n",
+       "      <td>https://misinforeview.hks.harvard.edu/article/...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>92</th>\n",
+       "      <td>How the president is elected | USAGov</td>\n",
+       "      <td>https://www.usa.gov/election</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>93</th>\n",
+       "      <td>A belief systems analysis of fraud beliefs fol...</td>\n",
+       "      <td>https://www.nature.com/articles/s41562-023-015...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>94 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                 text  \\\n",
+       "0            2020 United States presidential election   \n",
+       "1                        2020 United States elections   \n",
+       "2   Presidential Election Results and Electoral Ma...   \n",
+       "3                         Behind Biden's 2020 Victory   \n",
+       "4           Presidential Election Results: Biden Wins   \n",
+       "..                                                ...   \n",
+       "89  Pre-election polls in 2020 had the largest err...   \n",
+       "90       Key December Dates for the Electoral College   \n",
+       "91  Research note: Examining false beliefs about v...   \n",
+       "92              How the president is elected | USAGov   \n",
+       "93  A belief systems analysis of fraud beliefs fol...   \n",
+       "\n",
+       "                                                  url  \n",
+       "0   https://en.wikipedia.org/wiki/2020_United_Stat...  \n",
+       "1   https://en.wikipedia.org/wiki/2020_United_Stat...  \n",
+       "2   https://edition.cnn.com/election/2020/results/...  \n",
+       "3   https://www.pewresearch.org/politics/2021/06/3...  \n",
+       "4   https://www.nytimes.com/interactive/2020/11/03...  \n",
+       "..                                                ...  \n",
+       "89  https://news.vanderbilt.edu/2021/07/19/pre-ele...  \n",
+       "90  https://bipartisanpolicy.org/blog/december-ele...  \n",
+       "91  https://misinforeview.hks.harvard.edu/article/...  \n",
+       "92                       https://www.usa.gov/election  \n",
+       "93  https://www.nature.com/articles/s41562-023-015...  \n",
+       "\n",
+       "[94 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "search_result_soup = BeautifulSoup(driver.page_source, 'html.parser')\n",
+    "search_result_list = search_result_soup.find_all('div', {'class':'N54PNb'})\n",
+    "\n",
+    "import pandas as pd\n",
+    "\n",
+    "url_list = []\n",
+    "text_list = []\n",
+    "\n",
+    "for search_result in search_result_list:\n",
+    "    # write your code here\n",
+    "    url_list.append(search_result.find(\"a\").get('href'))\n",
+    "    text_list.append(search_result.find(\"a\").contents[1].get_text())\n",
+    "search_result_df = pd.DataFrame({'text': text_list, 'url': url_list})    \n",
+    "search_result_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "nbU-WCQmcVd6"
+   },
+   "source": [
+    "`WebDriver`'s `back()` and `forward()` methods allow us to move backward and forward in the browser's history:\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {
+    "id": "6BTTFZ2scVd7"
+   },
+   "outputs": [],
+   "source": [
+    "driver.back()      # driver.driver.forward()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "rg8XnGAzcVd7"
+   },
+   "source": [
+    "`.refresh()` refreshes the current page:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {
+    "id": "taI8xTy7cVd7"
+   },
+   "outputs": [],
+   "source": [
+    "driver.refresh()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "2jF2yHzScVd7"
+   },
+   "source": [
+    "When we are finished with the browser session, we should close the browser window:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {
+    "id": "qMBCJBHocVd7"
+   },
+   "outputs": [],
+   "source": [
+    "driver.quit() "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "imOpFporcVd7"
+   },
+   "source": [
+    "<div class=\"alert alert-info\"> We can also call <code>quit()</code> method instead of <code>close()</code>. <code>quit()</code> will exit entire browser whereas <code>close()</code> will close one tab.</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "*Exercise:* Combine the usage of Beautiful Soup and Selenium to get the returned result by using `Python` as the search query (try to get at least 2 pages of search results)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your codes here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "THPynZo5QlIx"
+   },
+   "source": [
+    "---\n",
+    "\n",
+    "\n",
+    "## Waits\n",
+    "\n",
+    "\n",
+    "Nowadays, it is increasingly the case that, when a page is loaded, the elements which we want to interact with may load at different time intervals (e.g., some elements may be added after the document has completed loading). This makes locating elements difficult.\n",
+    "\n",
+    "Selenium's `WebDriverWait` addresses this issue by providing some slack between actions performed by the browser and those instructed by our WebDriver script. In particular, we can use waits to tell the WebDriver to:\n",
+    "\n",
+    "- Wait a certain amount of time before throwing an exception, e.g., `driver.implicitly_wait(time_in_seconds)`;\n",
+    "   \n",
+    "   - It needs to be called only once per selenium session.\n",
+    "   - It makes each command wait for the defined time before resuming execution  \n",
+    "    \n",
+    " ```python\n",
+    " # setting an implicit wait of 10 seconds \n",
+    "driver.implicitly_wait(10)\n",
+    " ```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "O3LAP1rEcVd4"
+   },
+   "source": [
+    "\n",
+    "\n",
+    "- Wait for certain conditions before proceeding further, e.g., `WebDriverWait(driver).until(some_condition)`.\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "id": "U73lu-6hQlIy"
+   },
+   "outputs": [],
+   "source": [
+    "from selenium import webdriver\n",
+    "from selenium.webdriver.chrome.service import Service\n",
+    "from webdriver_manager.chrome import ChromeDriverManager\n",
+    "from selenium.webdriver.common.by import By\n",
+    "\n",
+    "# use Chrome\n",
+    "s = Service(ChromeDriverManager().install())\n",
+    "driver = webdriver.Chrome(service=s)\n",
+    "\n",
+    "from selenium.webdriver.support.ui import WebDriverWait\n",
+    "driver.get(\"https://techcrunch.com/video/\")\n",
+    "\n",
+    "# wait up to 10 seconds before throwing a TimeoutException unless it finds the element within 10 seconds\n",
+    "loadmore_button = WebDriverWait(driver, 10).until(lambda d: d.find_element(By.CSS_SELECTOR, \"button.load-more\"))\n",
+    "loadmore_button.click()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "3jlBbgmjFSVy"
+   },
+   "source": [
+    "       \n",
+    "There are predefined conditions for [frequent wait operations](https://www.selenium.dev/selenium/docs/api/py/webdriver_support/selenium.webdriver.support.expected_conditions.html).  Some of them are:\n",
+    "\n",
+    " - `title_is()`\n",
+    " - `title_contains()`\n",
+    " -  `presence_of_element_located()`\n",
+    " - `visibility_of_element_located()`\n",
+    " - `visibility_of()`\n",
+    " - `presence_of_all_elements_located()`\n",
+    " - `element_to_be_clickable()`\n",
+    " - `element_located_to_be_selected()`\n",
+    " - `element_selection_state_to_be()`\n",
+    " - `element_located_selection_state_to_be()`\n",
+    " - `alert_is_present()`\n",
+    " - ...\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from selenium.webdriver.common.by import By\n",
+    "from selenium.webdriver.support import expected_conditions as EC\n",
+    "#from selenium.webdriver.support.ui import WebDriverWait\n",
+    "\n",
+    "#driver.get(\"https://techcrunch.com/video/\")\n",
+    "# EC.element_to_be_clickable is a class\n",
+    "\n",
+    "WebDriverWait(driver, 10).until(EC.element_to_be_clickable((By.CSS_SELECTOR, \"button.load-more\"))).click() "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4\n",
+      "3\n",
+      "2\n",
+      "1\n",
+      "0\n"
+     ]
+    }
+   ],
+   "source": [
+    "remaining_pages = 5\n",
+    "\n",
+    "while remaining_pages > 0:\n",
+    "    \n",
+    "    try:\n",
+    "        WebDriverWait(driver, 10).until(EC.element_to_be_clickable((By.CSS_SELECTOR, \"button.load-more\"))).click() \n",
+    "        remaining_pages -= 1\n",
+    "        print(remaining_pages)\n",
+    "    except:\n",
+    "        break        "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "qrDn3MIEcoDB"
+   },
+   "source": [
+    "Please refer to this Web page for [the detail](https://www.selenium.dev/documentation/webdriver/waits) of uses of waits.\n",
+    "\n",
+    "***Warning: Do not mix implicit and explicit waits. Doing so can cause unpredictable wait times.***"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from bs4 import BeautifulSoup\n",
+    "\n",
+    "video_soup = BeautifulSoup(driver.page_source, 'html.parser')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<html class=\"no-js wf-aktivgrotesk-n4-active wf-aktivgrotesk-n7-active wf-aktivgrotesk-i4-active wf-aktivgrotesk-i7-active wf-aktivgrotesk-i3-active wf-aktivgrotesk-n3-active wf-aktivgrotesk-n8-active wf-aktivgrotesk-i8-active wf-active\" lang=\"en-US\">\n",
+      " <head>\n",
+      "  <script async=\"\" id=\"www-widgetapi-script\" src=\"https://www.youtube.com/s/player/0af6e327/www-widgetapi.vflset/www-widgetapi.js\" type=\"text/javascript\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://securepubads.g.doubleclick.net/tag/js/gpt.js\" type=\"text/javascript\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://cdn.cxense.com/cx.js\" type=\"text/javascript\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://cdn.cxense.com/cx.cce.js\" type=\"text/javascript\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://static.ads-twitter.com/uwt.js\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=AW-816022932&amp;l=dataLayer&amp;cx=c\" type=\"text/javascript\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"//www.google-analytics.com/analytics.js\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://connect.facebook.net/signals/config/1447508128842484?v=2.9.154&amp;r=stable&amp;domain=techcrunch.com&amp;hme=c3a545c63044e8e9102d4f32d84a1137594d024f28e801d670bc76dc5c075575&amp;ex_m=67%2C112%2C99%2C103%2C58%2C3%2C93%2C66%2C15%2C91%2C84%2C49%2C51%2C158%2C161%2C172%2C168%2C169%2C171%2C28%2C94%2C50%2C73%2C170%2C153%2C156%2C165%2C166%2C173%2C121%2C14%2C48%2C178%2C177%2C123%2C17%2C33%2C38%2C1%2C41%2C62%2C63%2C64%2C68%2C88%2C16%2C13%2C90%2C87%2C86%2C100%2C102%2C37%2C101%2C29%2C25%2C154%2C157%2C130%2C27%2C10%2C11%2C12%2C5%2C6%2C24%2C21%2C22%2C54%2C59%2C61%2C71%2C95%2C26%2C72%2C8%2C7%2C76%2C46%2C20%2C97%2C96%2C9%2C19%2C18%2C81%2C53%2C79%2C32%2C70%2C0%2C89%2C31%2C78%2C83%2C45%2C44%2C82%2C36%2C4%2C85%2C77%2C42%2C39%2C34%2C80%2C2%2C35%2C60%2C40%2C98%2C43%2C75%2C65%2C104%2C57%2C56%2C30%2C92%2C55%2C52%2C47%2C74%2C69%2C23%2C105\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"//connect.facebook.net/en_US/fbevents.js\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://s.yimg.com/cx/vzm/cs.js\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://www.googletagmanager.com/gtag/js?id=G-KJR3C2ZQN6&amp;l=dataLayer&amp;cx=c\" type=\"text/javascript\">\n",
+      "  </script>\n",
+      "  <script src=\"https://pagead2.googlesyndication.com/pagead/managed/js/adsense/m202404160101/show_ads_impl_fy2021.js\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://s.yimg.com/wi/ytc.js\">\n",
+      "  </script>\n",
+      "  <script async=\"\" src=\"https://www.googletagmanager.com/gtm.js?id=GTM-M24PKK8\">\n",
+      "  </script>\n",
+      "  <script async=\"\" nomodule=\"\" src=\"https://sdk.mrf.io/statics/marfeel-sdk.es5.js?id=1860\" type=\"text/javascript\">\n",
+      "  </script>\n",
+      "  <script src=\"https://sdk.mrf.io/statics/marfeel-sdk.js?id=1860\" type=\"module\">\n",
+      "  </script>\n",
+      "  <script type=\"text/javascript\">\n",
+      "   !function(){var n,o,i,e=\"renderMode=ie11\";n=window.navigator.userAgent,o=n.indexOf(\"MSIE \"),i=n.indexOf(\"Trident/\"),(o>0||i>0)&&-1===window.location.href.indexOf(e)&&(window.location=window.location.href+(\"?\"===document.location.search[0]?\"&\":\"?\")+e)}();\n",
+      "  </script>\n",
+      "  <meta charset=\"utf-8\"/>\n",
+      "  <meta content=\"IE=Edge\" http-equiv=\"X-UA-Compatible\"/>\n",
+      "  <script type=\"text/javascript\">\n",
+      "   (window.NREUM||(NREUM={})).init={ajax:{deny_list:[\"bam.nr-data.net\"]}};(window.NREUM||(NREUM={})).loader_config={licenseKey:\"4750574831\",applicationID:\"71001471\"};;/*! For license information please see nr-loader-rum-1.257.0.min.js.LICENSE.txt */\n",
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+      "  <script async=\"\" src=\"https://securepubads.g.doubleclick.net/pagead/managed/js/gpt/m202404170101/pubads_impl.js?cb=31082924\">\n",
+      "  </script>\n",
+      "  <style type=\"text/css\">\n",
+      "   .cx-rec-module__container {}\n",
+      "\n",
+      ".cx-rec-module__header {\n",
+      "  width: 96%;\n",
+      "  margin: auto;\n",
+      "  padding: 5px 0;\n",
+      "  height: 50px;\n",
+      "  display: flex;\n",
+      "  align-items: center;\n",
+      "  border-top: 1px solid #000000;\n",
+      "  border-bottom: 1px solid rgba(72, 74, 75, 0.15);\n",
+      "  margin-bottom: 30px;\n",
+      "}\n",
+      "\n",
+      ".cx-rec-module__heading {\n",
+      "  font-family: 'Aktiv Grotesk', sans-serif;\n",
+      "  font-style: normal;\n",
+      "  font-weight: bold;\n",
+      "  font-size: 16px;\n",
+      "  line-height: 125%;\n",
+      "  letter-spacing: -0.0005em;\n",
+      "  text-transform: capitalize;\n",
+      "  color: #000000;\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] {\n",
+      "  --cx-columns: 2;\n",
+      "  --cx-item-gap: 4px;\n",
+      "  --cx-image-height: 155px;\n",
+      "  --cx-background-color: #FFF;\n",
+      "  --cx-text-color: #555;\n",
+      "  --cx-text-hover-color: #000;\n",
+      "  --cx-font-size: 15px;\n",
+      "  --cx-font-family: 'Aktiv Grotesk', sans-serif;\n",
+      "  --cx-item-width: calc(100% / var(--cx-columns));\n",
+      "  display: flex;\n",
+      "  flex-wrap: wrap;\n",
+      "  justify-content: space-evenly;\n",
+      "  background: var(--cx-background-color);\n",
+      "  padding: 0;\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] .cx-item {\n",
+      "  width: 290px;\n",
+      "  height: auto;\n",
+      "  margin: 10px 15px;\n",
+      "  flex: 45%;\n",
+      "  display: block;\n",
+      "  text-decoration: none;\n",
+      "  border-bottom: 1px solid rgba(73, 74, 75, 0.15);\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] .cx-item.text-only {\n",
+      "  background: #FAFAFA;\n",
+      "  padding: 15px;\n",
+      "  box-sizing: border-box;\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] img {\n",
+      "  width: 100%;\n",
+      "  height: var(--cx-image-height);\n",
+      "  -o-object-fit: cover;\n",
+      "  object-fit: cover;\n",
+      "  background: #EFEFEF;\n",
+      "}\n",
+      "\n",
+      ".cx-rec-module__item-title__container {\n",
+      "  height: auto;\n",
+      "  display: flex;\n",
+      "  align-items: flex-start;\n",
+      "  padding: 10px;\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] .cx-item h3 {\n",
+      "  padding: 0;\n",
+      "  margin: 0;\n",
+      "  font-family: 'Aktiv Grotesk', sans-serif;\n",
+      "  font-style: normal;\n",
+      "  font-weight: bold;\n",
+      "  font-size: 16px;\n",
+      "  line-height: 125%;\n",
+      "  letter-spacing: -0.0005em;\n",
+      "  text-transform: none;\n",
+      "  background: linear-gradient(103.53deg, #18A565 -6.72%, #21D029 109.77%);\n",
+      "  background-clip: text;\n",
+      "  -webkit-background-clip: text;\n",
+      "  color: transparent;\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] .cx-item.text-only span {\n",
+      "  font-family: var(--cx-font-family);\n",
+      "  font-size: 90%;\n",
+      "  color: var(--cx-text-color);\n",
+      "  filter: opacity(0.5);\n",
+      "  margin: 5px 0;\n",
+      "  line-height: 1.3;\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] .cx-item:hover {\n",
+      "  background: #FFFFFF;\n",
+      "  box-shadow: 0px 8px 20px rgba(94, 86, 70, 0.1);\n",
+      "}\n",
+      "\n",
+      ".cx-flex-module[data-cx_ih2x] .cx-item:hover h3 {\n",
+      "  color: #000000;\n",
+      "}\n",
+      "\n",
+      ".cx-rec-border-bottom {\n",
+      "  width: 96%;\n",
+      "  margin: auto;\n",
+      "  height: 30px;\n",
+      "  border-bottom: 1px solid #000000;\n",
+      "}\n",
+      "\n",
+      "@media screen and (max-width: 1370px) {\n",
+      "  .cx-flex-module[data-cx_ih2x] {\n",
+      "    flex-direction: column;\n",
+      "  }\n",
+      "  \n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item {\n",
+      "    width: 100%;\n",
+      "    height: auto;\n",
+      "    margin: var(--cx-item-gap) calc(2 * var(--cx-item-gap));\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(1) {\n",
+      "    margin-bottom: 15px;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(2),\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(3),\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(4) {\n",
+      "    display: flex;\n",
+      "    height: auto;\n",
+      "    border-bottom: none;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(2) img,\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(3) img,\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(4) img {\n",
+      "    width: 100px;\n",
+      "    height: 70px;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(2) .cx-rec-module__item-title__container,\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(3) .cx-rec-module__item-title__container,\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:nth-child(4) .cx-rec-module__item-title__container{\n",
+      "    border-bottom: 1px solid rgba(73, 74, 75, 0.15);\n",
+      "    width: 100%;\n",
+      "    height: auto;\n",
+      "    margin: 0 15px;\n",
+      "    padding: 4.5px 0 0 0;\n",
+      "  }\n",
+      "\n",
+      "  .cx-rec-module__item-title__container {\n",
+      "    height: auto;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item h3 {\n",
+      "    font-size: 15px;\n",
+      "  }\n",
+      "\n",
+      "  .cx-rec-border-bottom {\n",
+      "    height: 10px;\n",
+      "  }\n",
+      "}\n",
+      "\n",
+      "/* IE10+ */\n",
+      "\n",
+      "@media screen\\0 {\n",
+      "  .cx-flex-module[data-cx_ih2x] {\n",
+      "    background: #FFF;\n",
+      "    padding: 4px;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item {\n",
+      "    width: calc(33% - 12px);\n",
+      "    margin: 4px;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] img {\n",
+      "    min-height: auto;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item h3 {\n",
+      "    font-family: Roboto, arial, helvetica, sans-serif;\n",
+      "    font-size: 14px;\n",
+      "    color: #555;\n",
+      "    margin: 5px 0;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item:hover h3 {\n",
+      "    color: #000;\n",
+      "  }\n",
+      "\n",
+      "  .cx-flex-module[data-cx_ih2x] .cx-item.text-only span {\n",
+      "    font-family: Roboto, arial, helvetica, sans-serif;\n",
+      "    color: #AAA;\n",
+      "  }\n",
+      "}\n",
+      "  </style>\n",
+      "  <script src=\"https://experiences.mrf.io/statics/inline-experiences/esnext/standalone.js\" type=\"module\">\n",
+      "  </script>\n",
+      "  <script async=\"\" defer=\"\" nomodule=\"\" src=\"https://experiences.mrf.io/statics/inline-experiences/legacy/standalone.js\" type=\"application/javascript\">\n",
+      "  </script>\n",
+      "  <style>\n",
+      "   .dx421ue[data-mrf-selected],.dx421ue[data-mrf-hovered],.dx421ue[data-mrf-dashed],.dx421ue[data-experience-name]{outline:var(--mrf-debug-outline-size,2px) var(--mrf-debug-outline-type,solid) #3871EF;outline-offset:var(--mrf-debug-outline-offset,-2px);}.dx421ue[data-mrf-selected]::before,.dx421ue[data-mrf-hovered]::before,.dx421ue[data-mrf-dashed]::before,.dx421ue[data-experience-name]::before{display:block !important;content:var(--mrf-debug-content);position:absolute;margin-top:-20px;z-index:200;color:#FFFFFF;font-size:14px;font-family:system-ui;font-weight:400;line-height:12px;padding:4px 8px;height:20px;width:unset;max-width:100%;border-radius:4px 4px 0px 0px;background-color:#3871EF;box-sizing:border-box;text-transform:none;top:var(--mrf-debug-position-top);text-overflow:ellipsis;overflow:hidden;white-space:nowrap;}.dx421ue[data-mrf-selected],.dx421ue[data-mrf-hovered],.dx421ue[data-mrf-dashed]{--mrf-debug-position-top:0;}.dx421ue[data-mrf-dashed]{--mrf-debug-outline-type:dashed;--mrf-debug-content:attr(data-mrf-dashed);}.dx421ue[data-mrf-hovered],.dx421ue[data-mrf-selected]{position:relative;background-color:hsla(221,85%,58%,0.1);}.dx421ue[data-mrf-hovered]:before,.dx421ue[data-mrf-selected]:before{left:0;right:unset;}.dx421ue[data-mrf-hovered]{--mrf-debug-content:attr(data-mrf-hovered);--mrf-debug-outline-size:1px;--mrf-debug-outline-offset:-1px;cursor:pointer;}.dx421ue[data-mrf-hovered]::before{background-color:#FFF;color:#3871EF;}.dx421ue[data-experience-name]{--mrf-debug-content:attr(data-experience-name);}.dx421ue[data-mrf-selected]{--mrf-debug-content:attr(data-mrf-selected);}.dx421ue[data-experience-name],.dx421ue[data-mrf-selected]{--mrf-debug-outline-type:solid;--mrf-debug-outline-size:2px;--mrf-debug-outline-offset:-2px;}\n",
+      ".dijnstm{-webkit-appearance:none;-webkit-appearance:none;-moz-appearance:none;appearance:none;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;gap:4px;position:absolute !important;-webkit-translate:calc(-100% + 12px) calc(-100% + 50%);translate:calc(-100% + 12px) calc(-100% + 50%);border-radius:4px;color:hsla(214,14%,23%,1) !important;border:2px solid hsla(40,92%,67%,1) !important;background-color:hsla(40,92%,96%,1) !important;padding:8px;font-size:14px;font-weight:500 !important;font-family:system-ui;z-index:1000;cursor:pointer;}.dijnstm > svg{fill:hsla(40,92%,67%,1);height:18px;}.dijnstm:hover:not(:disabled){background-color:hsla(40,92%,93%,1) !important;}.dijnstm:disabled{cursor:not-allowed;color:hsla(214,14%,23%,0.4) !important;}\n",
+      ".d3bi25s{position:absolute !important;top:0;left:0;z-index:1000;background-color:#fff;border-radius:8px;border:1px solid hsla(202,22%,89%,1);box-shadow:0px 4px 8px hsla(214,14%,23%,0.1);padding:12px;font-family:system-ui;font-weight:500;font-size:14px;color:hsla(214,14%,23%,1);line-height:20px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;gap:8px;width:160px;}.d3bi25s > button{-webkit-appearance:none;-webkit-appearance:none;-moz-appearance:none;appearance:none;border:none !important;color:hsla(214,14%,23%,1) !important;background-color:transparent !important;border-radius:4px;width:100%;text-align:left;font-size:14px;font-family:inherit;font-weight:400 !important;padding:4px;cursor:pointer;}.d3bi25s > button:hover:not(:disabled){background-color:hsla(221,85%,58%,0.1) !important;}.d3bi25s > button:disabled{cursor:not-allowed;color:hsla(214,14%,23%,0.4) !important;}\n",
+      "  </style>\n",
+      "  <style>\n",
+      "   .hipz645{position:relative;height:42px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;font-family:'system-ui';font-size:18px;font-style:normal;font-weight:bold;line-height:42px;-webkit-box-pack:start;-webkit-justify-content:flex-start;-ms-flex-pack:start;justify-content:flex-start;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;gap:5px;padding-left:15px;border-top-left-radius:8px;border-top-right-radius:8px;}\n",
+      ".lcrrun7{position:absolute;right:15px;}\n",
+      "  </style>\n",
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+      "   .rsxpmmh{position:relative;overflow:hidden;top:-1px;}\n",
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+      "   .sxnlzit{overflow:hidden;}\n",
+      "  </style>\n",
+      "  <style>\n",
+      "   .c12d9rts.c12d9rts{position:absolute;}\n",
+      ".puxkmeg.puxkmeg{position:fixed;}\n",
+      ".pnpymip.pnpymip{position:absolute;}\n",
+      "  </style>\n",
+      "  <style>\n",
+      "   .bs9dfu7{opacity:0;}.bs9dfu7.bs9dfu7{position:fixed;top:0;}\n",
+      "  </style>\n",
+      "  <style>\n",
+      "   .c1jz0suq{position:fixed;left:0px;right:0px;height:100vh;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;top:0px;z-index:999999;pointer-events:none;}\n",
+      ".d1m6hzcg{display:none;}\n",
+      ".cxp30do{max-width:var(--mrf-popup-width,600px);pointer-events:initial;position:relative;}\n",
+      ".bavtbec{width:100vw;height:120vh;position:absolute;pointer-events:initial;}\n",
+      ".c16udqo{position:absolute;right:5px;top:5px;cursor:pointer;width:28px;height:28px;display:grid;place-items:center;}.c16udqo div{background-color:rgb(237,231,225);width:100%;height:100%;position:absolute;opacity:0.8;border-radius:100%;}.c16udqo svg{position:absolute;}\n",
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+      "  <script async=\"true\" id=\"adblocker-check\" src=\"//www.npttech.com/advertising.js\">\n",
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+      "       <h1 class=\"river__title\">\n",
+      "        Videos\n",
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+      "         <a href=\"/shows/techcrunch-battlefield\" title=\"Open Battlefield\">\n",
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+      "          Judah vs the Machines\n",
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+      "        <li class=\"section__sub-nav__item item--hidden\">\n",
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+      "         <a href=\"/shows/built-in-brooklyn\" title=\"Open Built in Brooklyn\">\n",
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+      "        </li>\n",
+      "        <li class=\"section__sub-nav__item item--hidden\">\n",
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+      "        <li class=\"section__sub-nav__item sub-nav__more-item\" style=\"left: 461px;\">\n",
+      "         <span>\n",
+      "          More\n",
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+      "          <li class=\"section__sub-nav__item\">\n",
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+      "          <li class=\"section__sub-nav__item\">\n",
+      "           <a href=\"/shows/techcrunch-disrupt\" title=\"Open Disrupt\">\n",
+      "            Disrupt\n",
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+      "          <li class=\"section__sub-nav__item\">\n",
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+      "            Judah vs the Machines\n",
+      "           </a>\n",
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+      "          <li class=\"section__sub-nav__item\">\n",
+      "           <a href=\"/shows/down-round\" title=\"Open Down Round\">\n",
+      "            Down Round\n",
+      "           </a>\n",
+      "          </li>\n",
+      "          <li class=\"section__sub-nav__item\">\n",
+      "           <a href=\"/shows/trust-disrupted\" title=\"Open Trust Disrupted\">\n",
+      "            Trust Disrupted\n",
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+      "          <li class=\"section__sub-nav__item\">\n",
+      "           <a href=\"/shows/built-in-brooklyn\" title=\"Open Built in Brooklyn\">\n",
+      "            Built in Brooklyn\n",
+      "           </a>\n",
+      "          </li>\n",
+      "          <li class=\"section__sub-nav__item\">\n",
+      "           <a href=\"/shows/inside-jobs\" title=\"Open Inside Jobs\">\n",
+      "            Inside Jobs\n",
+      "           </a>\n",
+      "          </li>\n",
+      "          <li class=\"section__sub-nav__item\">\n",
+      "           <a href=\"/shows/tc-cribs\" title=\"Open TC Cribs\">\n",
+      "            TC Cribs\n",
+      "           </a>\n",
+      "          </li>\n",
+      "         </ul>\n",
+      "        </li>\n",
+      "       </ul>\n",
+      "       <div class=\"river river--show river--subscription-enabled\">\n",
+      "        <div>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Putting Robots to Work\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/putting-robots-to-work-2/\">\n",
+      "             Putting Robots to Work\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            We’ve seen the demos and the viral videos, but moving from research to real world is its own comp...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T22:05:28\">\n",
+      "               6:05 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/video/shaping-robots-environments-and-people-for-harmony/\">\n",
+      "             Shaping Robots, Environments, and People for Harmony\n",
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+      "            As robots and AI begin to pervade everyday life, we must take lessons from industry and academic ...\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
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+      "               5:40 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
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+      "          <footer class=\"post-block__footer\">\n",
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+      "            <img alt=\"From Cage to Stage: Commercializing AI and Robotics\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e04/62d97cdc9705b829759183f3_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e04/62d97cdc9705b829759183f3_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e04/62d97cdc9705b829759183f3_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e04/62d97cdc9705b829759183f3_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/video/from-cage-to-stage-commercializing-ai-and-robotics/\">\n",
+      "             From Cage to Stage: Commercializing AI and Robotics\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            What does it take to bring a robot or AI process from the lab to market? Learn from experience wi...\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
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+      "               5:10 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Education FIRST\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d97abc0ca20113bbb5177c/62d97b6665b53d379cf7b53c_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d97abc0ca20113bbb5177c/62d97b6665b53d379cf7b53c_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d97abc0ca20113bbb5177c/62d97b6665b53d379cf7b53c_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d97abc0ca20113bbb5177c/62d97b6665b53d379cf7b53c_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/education-first/\">\n",
+      "             Education FIRST\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            From the Segway to iBot to AutoSyringe, Dean Kamen has made a name as one of the biggest inventor...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "                TC Video\n",
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+      "               4:35 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
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+      "           </div>\n",
+      "          </header>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"TechCrunch Robotics Pitch-off\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d97abcc479402c705e2d8f/62d97b2c65b53d379cf7b53b_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d97abcc479402c705e2d8f/62d97b2c65b53d379cf7b53b_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d97abcc479402c705e2d8f/62d97b2c65b53d379cf7b53b_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d97abcc479402c705e2d8f/62d97b2c65b53d379cf7b53b_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/techcrunch-robotics-pitch-off/\">\n",
+      "             TechCrunch Robotics Pitch-off\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The industry’s brightest entrepreneurs will take the stage in front of a live audience and a pane...\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
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+      "               4:10 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
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+      "           </div>\n",
+      "          </header>\n",
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+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Pre-seed to Unicorn: Lessons from HAX Robotics Founders\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d978eec479402c705e2ccd/62d9793302b39f3932ea29b7_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d978eec479402c705e2ccd/62d9793302b39f3932ea29b7_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d978eec479402c705e2ccd/62d9793302b39f3932ea29b7_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d978eec479402c705e2ccd/62d9793302b39f3932ea29b7_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/pre-seed-to-unicorn-lessons-from-hax-robotics-founders/\">\n",
+      "             Pre-seed to Unicorn: Lessons from HAX Robotics Founders\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            SOSV’s HAX, the hands on early stage investor in hard tech, has been making big bets on robotics ...\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "               3:40 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
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+      "               July 22, 2022\n",
+      "              </time>\n",
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+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"UC Berkeley AI Research Lab Demo\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://techcrunch.com/wp-content/themes/techcrunch-2017/images/opengraph-default.png?w=940&amp;h=465&amp;crop=1\" srcset=\"https://techcrunch.com/wp-content/themes/techcrunch-2017/images/opengraph-default.png?w=240&amp;h=119&amp;crop=1 240w, https://techcrunch.com/wp-content/themes/techcrunch-2017/images/opengraph-default.png?w=700&amp;h=346&amp;crop=1 700w, https://techcrunch.com/wp-content/themes/techcrunch-2017/images/opengraph-default.png?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/uc-berkeley-ai-research-lab-demo/\">\n",
+      "             UC Berkeley AI Research Lab Demo\n",
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+      "            UC Berkeley’s Artificial Intelligence Research Lab showcases the latest breakthroughs in robotic ...\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "               3:05 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
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+      "           </div>\n",
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+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            Amazon’s huge bet on robotics dates back to its 2012 acquisition of Kiva Systems. Over the past d...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T18:55:15\">\n",
+      "               2:55 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"The Fulfilling World of Warehouse Robotics\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d96fa5c479402c705e28ff/62d96ff7a330c537f34274aa_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d96fa5c479402c705e28ff/62d96ff7a330c537f34274aa_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d96fa5c479402c705e28ff/62d96ff7a330c537f34274aa_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d96fa5c479402c705e28ff/62d96ff7a330c537f34274aa_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/the-fulfilling-world-of-warehouse-robotics/\">\n",
+      "             The Fulfilling World of Warehouse Robotics\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Logistics and fulfillment may well be the hottest category in robotics at the moment. Locus Robot...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T18:30:25\">\n",
+      "               2:30 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Agility Digit Demo\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d96cccc479402c705e27e9/62d96d1c9705b829759183f1_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d96cccc479402c705e27e9/62d96d1c9705b829759183f1_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d96cccc479402c705e27e9/62d96d1c9705b829759183f1_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d96cccc479402c705e27e9/62d96d1c9705b829759183f1_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/agility-digit-demo/\">\n",
+      "             Agility Digit Demo\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Agility Robotics cofounders Damion Shelton and Jonathan Hurst will showcase their bipedal fulfill...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T17:45:14\">\n",
+      "               1:45 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Lab Work\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d96c21c479402c705e27b9/62d96ca035fbb921b9c58c88_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d96c21c479402c705e27b9/62d96ca035fbb921b9c58c88_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d96c21c479402c705e27b9/62d96ca035fbb921b9c58c88_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d96c21c479402c705e27b9/62d96ca035fbb921b9c58c88_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/lab-work/\">\n",
+      "             Lab Work\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            If you’re looking for the bleeding edge of robotics and AI research, you’ve come to the right pla...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T17:25:59\">\n",
+      "               1:25 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Funding the Future\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d9689c0ca20113bbb51056/62d968fb24b34f73d1da23e9_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d9689c0ca20113bbb51056/62d968fb24b34f73d1da23e9_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d9689c0ca20113bbb51056/62d968fb24b34f73d1da23e9_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d9689c0ca20113bbb51056/62d968fb24b34f73d1da23e9_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/funding-the-future/\">\n",
+      "             Funding the Future\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            As funding has dried up for many startups, robotics have weathered the storm quite well. The pand...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T17:00:29\">\n",
+      "               1:00 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"The Changing Face of Work\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d97c340ca20113bbb517c8/62d97c639705b829759183f2_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d97c340ca20113bbb517c8/62d97c639705b829759183f2_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d97c340ca20113bbb517c8/62d97c639705b829759183f2_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d97c340ca20113bbb517c8/62d97c639705b829759183f2_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/the-changing-face-of-work/\">\n",
+      "             The Changing Face of Work\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Robotics are set to profoundly impact the future of how America works. Automation is an inevitabi...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T16:30:35\">\n",
+      "               12:30 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               July 22, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"The Grid Needs Willpower with Secretary Jennifer Granholm\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-06/17/62ac029e9aad52381d43ef50/62ac03e235fbb934c07045b7_o_U_v1.png?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-06/17/62ac029e9aad52381d43ef50/62ac03e235fbb934c07045b7_o_U_v1.png?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-06/17/62ac029e9aad52381d43ef50/62ac03e235fbb934c07045b7_o_U_v1.png?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-06/17/62ac029e9aad52381d43ef50/62ac03e235fbb934c07045b7_o_U_v1.png?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/the-grid-needs-willpower-with-secretary-jennifer-granholm/\">\n",
+      "             The Grid Needs Willpower with Secretary Jennifer Granholm\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            To ditch fossil fuels and slash emissions, we’ll need political will. U.S. Energy Secretary Jenni...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-06-17T05:12:09\">\n",
+      "               1:12 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               June 17, 2022\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Startup Pitch Practice at TC Sessions: Climate 2022\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-06/17/62abfa549aad52381d43ee65/62ac0394ede13b35893a99df_o_U_v1.png?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-06/17/62abfa549aad52381d43ee65/62ac0394ede13b35893a99df_o_U_v1.png?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-06/17/62abfa549aad52381d43ee65/62ac0394ede13b35893a99df_o_U_v1.png?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-06/17/62abfa549aad52381d43ee65/62ac0394ede13b35893a99df_o_U_v1.png?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/video/startup-pitch-practice-at-tc-sessions-climate-2022/\">\n",
+      "             Startup Pitch Practice at TC Sessions: Climate 2022\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Join us to see three companies pitching at TC Sessions Climate. Hailing from around the United St...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
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+      "                •\n",
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+      "               June 17, 2022\n",
+      "              </time>\n",
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+      "           <figure class=\"post-block__media\">\n",
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+      "            <a class=\"post-block__title__link\" href=\"/video/how-corporations-can-be-better-citizens/\">\n",
+      "             How Corporations Can Be Better Citizens\n",
+      "            </a>\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            As corporations become more and more powerful, Corporate Social Responsibility (CSR) encompasses ...\n",
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+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "                •\n",
+      "               </span>\n",
+      "               June 17, 2022\n",
+      "              </time>\n",
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+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Startup Pitch Feedback Session 2 at TC Sessions: Climate 2022\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-06/17/62ac029ef1a6fe12bd125456/62ac043335fbb934c07045b8_o_U_v1.png?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-06/17/62ac029ef1a6fe12bd125456/62ac043335fbb934c07045b8_o_U_v1.png?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-06/17/62ac029ef1a6fe12bd125456/62ac043335fbb934c07045b8_o_U_v1.png?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-06/17/62ac029ef1a6fe12bd125456/62ac043335fbb934c07045b8_o_U_v1.png?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/video/startup-pitch-feedback-session-2-at-tc-sessions-climate-2022/\">\n",
+      "             Startup Pitch Feedback Session 2 at TC Sessions: Climate 2022\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            All exhibiting startups at TC Sessions: Climate are invited to present a fast pitch and hear feed...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-06-16T16:47:00\">\n",
+      "               12:47 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               June 17, 2022\n",
+      "              </time>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"TechCrunch Climate Desk Analysis 2022\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-06/17/62ac07fcf1a6fe12bd125590/62ac08559705b83489821782_o_U_v1.png?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-06/17/62ac07fcf1a6fe12bd125590/62ac08559705b83489821782_o_U_v1.png?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-06/17/62ac07fcf1a6fe12bd125590/62ac08559705b83489821782_o_U_v1.png?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-06/17/62ac07fcf1a6fe12bd125590/62ac08559705b83489821782_o_U_v1.png?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/techcrunch-climate-desk-analysis-2022/\">\n",
+      "             TechCrunch Climate Desk Analysis 2022\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Hang with us at the TC Climate Desk to catch up on what you may have missed from across the show ...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "               12:44 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               June 17, 2022\n",
+      "              </time>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Startup Pitch Feedback Session 1 at TC Sessions: Climate 2022\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-06/17/62ac0d5b9aad52381d43f139/62ac0d879705b83489821783_o_U_v1.png?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-06/17/62ac0d5b9aad52381d43f139/62ac0d879705b83489821783_o_U_v1.png?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-06/17/62ac0d5b9aad52381d43f139/62ac0d879705b83489821783_o_U_v1.png?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-06/17/62ac0d5b9aad52381d43f139/62ac0d879705b83489821783_o_U_v1.png?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/video/startup-pitch-feedback-session-1-at-tc-sessions-climate-2022/\">\n",
+      "             Startup Pitch Feedback Session 1 at TC Sessions: Climate 2022\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            All exhibiting startups at TC Sessions: Climate are invited to present a fast pitch and hear feed...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "               12:44 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               June 17, 2022\n",
+      "              </time>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Extreme Tech Challenge 2022 Global Finals: Pitch Session #2 &amp;#038; Winner Announcement\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-06/14/62a90fa714fc48749e5f0881/62a91070823eac34ce54f8f8_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-06/14/62a90fa714fc48749e5f0881/62a91070823eac34ce54f8f8_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-06/14/62a90fa714fc48749e5f0881/62a91070823eac34ce54f8f8_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-06/14/62a90fa714fc48749e5f0881/62a91070823eac34ce54f8f8_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/video/extreme-tech-challenge-2022-global-finals-pitch-session-2-winner-announcement/\">\n",
+      "             Extreme Tech Challenge 2022 Global Finals: Pitch Session #2 &amp; Winner Announcement\n",
+      "            </a>\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            Extreme Tech Challenge (XTC) Category and Special Award Winners to pitch their innovative startup...\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2022-06-14T23:22:22\">\n",
+      "               7:22 AM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               June 15, 2022\n",
+      "              </time>\n",
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+      "         </article>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/wowwee-paper-jamz-guitar-demonstration/\">\n",
+      "             Wowwee Paper Jamz Guitar Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            A hands on demonstration of the Wowwee Paper Jamz Guitar.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:59\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Viliv S10 Blade Tablet Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5f19e4b080814769af70/6226cfe4c0aca100013df937_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5f19e4b080814769af70/6226cfe4c0aca100013df937_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5f19e4b080814769af70/6226cfe4c0aca100013df937_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5f19e4b080814769af70/6226cfe4c0aca100013df937_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/viliv-s10-blade-tablet-demonstration/\">\n",
+      "             Viliv S10 Blade Tablet Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs demonstrates the Viliv S10 Blade tablet.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:59\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"HTC EVO 4G Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c8ae4b02a3b7a92c187/62254dd01daa4f00011d4757_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c8ae4b02a3b7a92c187/62254dd01daa4f00011d4757_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c8ae4b02a3b7a92c187/62254dd01daa4f00011d4757_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c8ae4b02a3b7a92c187/62254dd01daa4f00011d4757_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/htc-evo-4g-demonstration/\">\n",
+      "             HTC EVO 4G Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs demonstrates Sprint's HTC EVO 4G smartphone.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:59\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Backstage Interview with CakeHealth\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16d2e4b0f6984b71e650_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16d2e4b0f6984b71e650_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16d2e4b0f6984b71e650_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16d2e4b0f6984b71e650_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/backstage-interview-with-cakehealth/\">\n",
+      "             Backstage Interview with CakeHealth\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch what CakeHealth had to say about their experience at the Startup Battlefield in this backst...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:58\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Demonstration of WiFi Sync for iPhone\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5cf1e4b02a3b7a92c466/62278c971daa4f00011d6073_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5cf1e4b02a3b7a92c466/62278c971daa4f00011d6073_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5cf1e4b02a3b7a92c466/62278c971daa4f00011d6073_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5cf1e4b02a3b7a92c466/62278c971daa4f00011d6073_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/demonstration-of-wifi-sync-for-iphone/\">\n",
+      "             Demonstration of WiFi Sync for iPhone\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs provides a hands on demonstration of the WiFi Sync for iPhone.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:58\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"T-Mobile HTC HD2 Unboxing\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d2ce4b07729e36c721e/6226cd8a1daa4f00011d57c4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d2ce4b07729e36c721e/6226cd8a1daa4f00011d57c4_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d2ce4b07729e36c721e/6226cd8a1daa4f00011d57c4_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d2ce4b07729e36c721e/6226cd8a1daa4f00011d57c4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/t-mobile-htc-hd2-unboxing/\">\n",
+      "             T-Mobile HTC HD2 Unboxing\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch John Biggs unpack the T-Mobile HTC HD2.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:57\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"People Who Don&amp;#39;t Have Smartphones\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5d8ae4b07729e36c7894/622bd05dc0aca100013e36ba_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5d8ae4b07729e36c7894/622bd05dc0aca100013e36ba_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5d8ae4b07729e36c7894/622bd05dc0aca100013e36ba_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5d8ae4b07729e36c7894/622bd05dc0aca100013e36ba_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/people-who-dont-have-smartphones/\">\n",
+      "             People Who Don't Have Smartphones\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Take a look at people who don't have smartphones.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:57\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Hands-On Ulysse Nardin Chairman Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c1ae4b07729e36c62c4/6226c1568ae6cf0001c418f4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c1ae4b07729e36c62c4/6226c1568ae6cf0001c418f4_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c1ae4b07729e36c62c4/6226c1568ae6cf0001c418f4_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c1ae4b07729e36c62c4/6226c1568ae6cf0001c418f4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/hands-on-ulysse-nardin-chairman-demonstration/\">\n",
+      "             Hands-On Ulysse Nardin Chairman Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            A hands-on demonstration of the Ulysse Nardin Chairman.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:57\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"InColor Story Book Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5e68e4b07729e36c829b_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5e68e4b07729e36c829b_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5e68e4b07729e36c829b_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5e68e4b07729e36c829b_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/incolor-story-book-demonstration/\">\n",
+      "             InColor Story Book Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            A demonstration of the InColor StoryBook electronic coloring book.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:56\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Backstage Interview with Tonara\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1708e4b0e0bd776795e2/622653671daa4f00011d524c_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1708e4b0e0bd776795e2/622653671daa4f00011d524c_640x432_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1708e4b0e0bd776795e2/622653671daa4f00011d524c_640x432_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1708e4b0e0bd776795e2/622653671daa4f00011d524c_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/backstage-interview-with-tonara/\">\n",
+      "             Backstage Interview with Tonara\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Tonara talks about their experience on the Startup Battlefield at Disrupt San Fransisco 2011....\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:56\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Backstage Interview with Quest.Li\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b173be4b0f6984b71f51c/62269ffc1daa4f00011d55e8_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b173be4b0f6984b71f51c/62269ffc1daa4f00011d55e8_640x432_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b173be4b0f6984b71f51c/62269ffc1daa4f00011d55e8_640x432_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b173be4b0f6984b71f51c/62269ffc1daa4f00011d55e8_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/backstage-interview-with-quest-li/\">\n",
+      "             Backstage Interview with Quest.Li\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The founder of Quest.Li talks about his experience on the Startup Battlefield at Disrupt San Fran...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:55\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Backstage Interview with Shaker\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b172fe4b0e0bd77679858_5_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b172fe4b0e0bd77679858_5_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b172fe4b0e0bd77679858_5_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b172fe4b0e0bd77679858_5_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/backstage-interview-with-shaker/\">\n",
+      "             Backstage Interview with Shaker\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Shaker's guys talk about their experience on the Startup Battlefield at Disrupt San Fransisco...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:55\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Groupon Founder Andrew Mason Unveils Grouspawn Dating Assistant\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa034e4b08081476bdc69_51_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa034e4b08081476bdc69_51_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa034e4b08081476bdc69_51_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa034e4b08081476bdc69_51_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/groupon-founder-andrew-mason-unveils-grouspawn-dating-assistant/\">\n",
+      "             Groupon Founder Andrew Mason Unveils Grouspawn Dating Assistant\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Groupon's founder Andrew Mason reveals the daily deal site's latest initiative.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:54\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Backstage Interview with Amen\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b174fe4b0e0bd77679ac4/62262f031daa4f00011d4fda_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b174fe4b0e0bd77679ac4/62262f031daa4f00011d4fda_640x432_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b174fe4b0e0bd77679ac4/62262f031daa4f00011d4fda_640x432_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b174fe4b0e0bd77679ac4/62262f031daa4f00011d4fda_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/backstage-interview-with-amen/\">\n",
+      "             Backstage Interview with Amen\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch this bacstage interview with Amen founders at the Disrupt San Fransisco 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:54\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"GameCrush Startup Battlefield Finalist Demo\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa214e4b07729e36ee2a5/6226dd0d1daa4f00011d5848_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa214e4b07729e36ee2a5/6226dd0d1daa4f00011d5848_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa214e4b07729e36ee2a5/6226dd0d1daa4f00011d5848_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa214e4b07729e36ee2a5/6226dd0d1daa4f00011d5848_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/gamecrush-startup-battlefield-finalist-demo/\">\n",
+      "             GameCrush Startup Battlefield Finalist Demo\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The founders of Game Crush deliver their presentation in the final round of Disrupt.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:53\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Kapoosh Knife Holder Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c3ee4b07729e36c653d/6226c18e8ae6cf0001c418f8_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c3ee4b07729e36c653d/6226c18e8ae6cf0001c418f8_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c3ee4b07729e36c653d/6226c18e8ae6cf0001c418f8_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5c3ee4b07729e36c653d/6226c18e8ae6cf0001c418f8_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/kapoosh-knife-holder-demonstration/\">\n",
+      "             Kapoosh Knife Holder Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            A demonstration of the Kapoosh knife holder.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:53\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Motorola Devour Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5ee0e4b02a3b7a92db2d/622bd190c0aca100013e36e4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5ee0e4b02a3b7a92db2d/622bd190c0aca100013e36e4_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5ee0e4b02a3b7a92db2d/622bd190c0aca100013e36e4_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f5ee0e4b02a3b7a92db2d/622bd190c0aca100013e36e4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/motorola-devour-review/\">\n",
+      "             Motorola Devour Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs demonstrates Verizon's Motorola Devour.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:52\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Kempler and Strauss Watch Phone Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6058e4b07729e36c9d12_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6058e4b07729e36c9d12_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6058e4b07729e36c9d12_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6058e4b07729e36c9d12_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/kempler-and-strauss-watch-phone-demonstration/\">\n",
+      "             Kempler and Strauss Watch Phone Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs demonstrates the Kempler and Strauss watch phone.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:52\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Qwiki Wins the Disrupt Cup\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa28ee4b02a3b7a955a1f_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa28ee4b02a3b7a955a1f_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa28ee4b02a3b7a955a1f_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa28ee4b02a3b7a955a1f_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/qwiki-wins-the-disrupt-cup/\">\n",
+      "             Qwiki Wins the Disrupt Cup\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Qwiki celebrates after winning the grand prize.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:51\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Panasonic DMC-G10 Camera Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5d00e4b02a3b7a92c4fc/6224e49cc0aca100013de5a2_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5d00e4b02a3b7a92c4fc/6224e49cc0aca100013de5a2_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5d00e4b02a3b7a92c4fc/6224e49cc0aca100013de5a2_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5d00e4b02a3b7a92c4fc/6224e49cc0aca100013de5a2_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/panasonic-dmc-g10-camera-review/\">\n",
+      "             Panasonic DMC-G10 Camera Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs presents the Panasonic DMC-G10 4/3s Camera.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:51\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Vinod Khosla on the Potential of Green Technology\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa277e4b02a3b7a9558e4/622517108ae6cf0001c4076f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa277e4b02a3b7a9558e4/622517108ae6cf0001c4076f_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa277e4b02a3b7a9558e4/622517108ae6cf0001c4076f_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa277e4b02a3b7a9558e4/622517108ae6cf0001c4076f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/vinod-khosla-on-the-potential-of-green-technology/\">\n",
+      "             Vinod Khosla on the Potential of Green Technology\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The green tech investor talks to reporter Evelyn Rusli about forecasting, high potential green te...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:51\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"An Interview with Qwiki After Their Disrupt Victory\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa2c8e4b08081476bf245/6226e1bbc0aca100013df9f2_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa2c8e4b08081476bf245/6226e1bbc0aca100013df9f2_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa2c8e4b08081476bf245/6226e1bbc0aca100013df9f2_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fa2c8e4b08081476bf245/6226e1bbc0aca100013df9f2_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/an-interview-with-qwiki-after-their-disrupt-victory/\">\n",
+      "             An Interview with Qwiki After Their Disrupt Victory\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The founders of Qwiki talk to co-editor, Erick Schonfeld.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:50\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Review of Truphone App on the iPad\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5e26e4b080814769a578/6224e6f7c0aca100013de5ef_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5e26e4b080814769a578/6224e6f7c0aca100013de5ef_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5e26e4b080814769a578/6224e6f7c0aca100013de5ef_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f5e26e4b080814769a578/6224e6f7c0aca100013de5ef_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/review-of-truphone-app-on-the-ipad/\">\n",
+      "             Review of Truphone App on the iPad\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs presents the Truphone application for iPad.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:49\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"A Quick Look at America Test Kitchen App for DSi\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d96e4b0808147699ca9/6226cdc91daa4f00011d57cd_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d96e4b0808147699ca9/6226cdc91daa4f00011d57cd_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d96e4b0808147699ca9/6226cdc91daa4f00011d57cd_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5d96e4b0808147699ca9/6226cdc91daa4f00011d57cd_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/a-quick-look-at-america-test-kitchen-app-for-dsi/\">\n",
+      "             A Quick Look at America Test Kitchen App for DSi\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs provides a quick look at America's Test Kitchen application for the Nintendo DSi.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:49\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Qwiki Wins TechCrunch Disrupt\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa33fe4b02a3b7a95612d_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa33fe4b02a3b7a95612d_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa33fe4b02a3b7a95612d_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa33fe4b02a3b7a95612d_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/qwiki-wins-techcrunch-disrupt/\">\n",
+      "             Qwiki Wins TechCrunch Disrupt\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Erick Schonfeld interviews Qwiki team after they won the TechCrunch Disrupt Cup.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:48\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"CloudFlare Startup Battlefield Finalist Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa2dce4b08081476bf367/6225183d1daa4f00011d459f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa2dce4b08081476bf367/6225183d1daa4f00011d459f_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa2dce4b08081476bf367/6225183d1daa4f00011d459f_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa2dce4b08081476bf367/6225183d1daa4f00011d459f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/cloudflare-startup-battlefield-finalist-presentation/\">\n",
+      "             CloudFlare Startup Battlefield Finalist Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The founders of CloudFlare deliver their presentation in the final round of Disrupt.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:48\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"CrunchGear Demos Pandora Controlled by Ford Sync\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5d10e4b02a3b7a92c5fb_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5d10e4b02a3b7a92c5fb_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5d10e4b02a3b7a92c5fb_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5d10e4b02a3b7a92c5fb_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/crunchgear-demos-pandora-controlled-by-ford-sync/\">\n",
+      "             CrunchGear Demos Pandora Controlled by Ford Sync\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            CrunchGear demonstrates Pandora application controlled by Ford Sync.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:48\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"TechCrunch Disrupt&amp;#39;s Women in Tech Panel\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa3f7e4b08081476c0009/6228060fc0aca100013e083a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa3f7e4b08081476c0009/6228060fc0aca100013e083a_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa3f7e4b08081476c0009/6228060fc0aca100013e083a_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa3f7e4b08081476c0009/6228060fc0aca100013e083a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/techcrunch-disrupts-women-in-tech-panel/\">\n",
+      "             TechCrunch Disrupt's Women in Tech Panel\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Lauren Leto of Bnter, Leila Chirayath Janah of Samasource, Sara Chipps of Girl Developer IT, Cyan...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:47\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Datashift Startup Battlefield Finalist Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa4c7e4b07729e36f031b/6224f82c8ae6cf0001c4069d_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa4c7e4b07729e36f031b/6224f82c8ae6cf0001c4069d_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa4c7e4b07729e36f031b/6224f82c8ae6cf0001c4069d_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa4c7e4b07729e36f031b/6224f82c8ae6cf0001c4069d_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/datashift-startup-battlefield-finalist-presentation/\">\n",
+      "             Datashift Startup Battlefield Finalist Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The founders of Datashift deliver their presentation in the final round of Disrupt.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:46\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Opzi Startup Battlefield Finalist Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa382e4b08081476bfa6b/6224f69a8ae6cf0001c40673_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa382e4b08081476bfa6b/6224f69a8ae6cf0001c40673_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa382e4b08081476bfa6b/6224f69a8ae6cf0001c40673_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa382e4b08081476bfa6b/6224f69a8ae6cf0001c40673_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/opzi-startup-battlefield-finalist-presentation/\">\n",
+      "             Opzi Startup Battlefield Finalist Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The founders of Opzi deliver their presentation in the final round.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:46\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"CrunchGear Demos Fisher Price&amp;#39;s Bigfoot\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5dcde4b0808147699e93/62278cd41daa4f00011d6077_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5dcde4b0808147699e93/62278cd41daa4f00011d6077_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5dcde4b0808147699e93/62278cd41daa4f00011d6077_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5dcde4b0808147699e93/62278cd41daa4f00011d6077_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/crunchgear-demos-fisher-prices-bigfoot/\">\n",
+      "             CrunchGear Demos Fisher Price's Bigfoot\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            CrunchGear demonstrates Fisher Price's Bigfoot toy.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:45\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"CrunchGear Demos Xbox 360 Kinect and Dance Central\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5bb4e4b07729e36c5e18_13_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5bb4e4b07729e36c5e18_13_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5bb4e4b07729e36c5e18_13_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5bb4e4b07729e36c5e18_13_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/crunchgear-demos-xbox-360-kinect-and-dance-central/\">\n",
+      "             CrunchGear Demos Xbox 360 Kinect and Dance Central\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            CrunchGear demonstrates Xbox 360 Kinect and Dance Central\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:45\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Disrupt Cup Winner Qwiki&amp;#39;s Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa508e4b07729e36f056b/6225196a1daa4f00011d45b6_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa508e4b07729e36f056b/6225196a1daa4f00011d45b6_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa508e4b07729e36f056b/6225196a1daa4f00011d45b6_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa508e4b07729e36f056b/6225196a1daa4f00011d45b6_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/disrupt-cup-winner-qwikis-presentation/\">\n",
+      "             Disrupt Cup Winner Qwiki's Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            The founders of Qwiki deliver their presentation in the final round of Disrupt.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:45\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"The Mobile Frontiers of Payments and Trading\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa53be4b07729e36f0936/6224f88e8ae6cf0001c406a1_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa53be4b07729e36f0936/6224f88e8ae6cf0001c406a1_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa53be4b07729e36f0936/6224f88e8ae6cf0001c406a1_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554fa53be4b07729e36f0936/6224f88e8ae6cf0001c406a1_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/the-mobile-frontiers-of-payments-and-trading/\">\n",
+      "             The Mobile Frontiers of Payments and Trading\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch this New Mobile Frontiers panel with Laura Chambers (PayPal), Holger Luedorf (Foursquare) a...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:44\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"World of Warcraft Headset Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f61d8e4b02a3b7a92f6d1/622aeef1c0aca100013e2b93_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f61d8e4b02a3b7a92f6d1/622aeef1c0aca100013e2b93_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f61d8e4b02a3b7a92f6d1/622aeef1c0aca100013e2b93_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f61d8e4b02a3b7a92f6d1/622aeef1c0aca100013e2b93_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/world-of-warcraft-headset-demonstration/\">\n",
+      "             World of Warcraft Headset Demonstration\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs demonstrates the World of Warcraft Headset.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:44\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"WiseDame Hackathon Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa5f3e4b02a3b7a958286_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa5f3e4b02a3b7a958286_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa5f3e4b02a3b7a958286_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa5f3e4b02a3b7a958286_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/wisedame-hackathon-presentation/\">\n",
+      "             WiseDame Hackathon Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            J'aime Ohm shows off her Hackathon award winning hack at Disrupt.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:43\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Shwowp Startup Battlefield Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554fa59ee4b07729e36f0e51/622985b68ae6cf0001c43b44_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554fa59ee4b07729e36f0e51/622985b68ae6cf0001c43b44_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554fa59ee4b07729e36f0e51/622985b68ae6cf0001c43b44_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554fa59ee4b07729e36f0e51/622985b68ae6cf0001c43b44_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/shwowp-startup-battlefield-presentation/\">\n",
+      "             Shwowp Startup Battlefield Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Shwowp's Disrupt Demo, with commentary by Don Dodge, John Ham, and Loic Le Meur and Sukhinder...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:43\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Seth Goldstein and Billy Chasen on Turntable.Fm\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa80fe4b02a3b7a959a98_20_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa80fe4b02a3b7a959a98_20_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa80fe4b02a3b7a959a98_20_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa80fe4b02a3b7a959a98_20_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/seth-goldstein-and-billy-chasen-on-turntable-fm/\">\n",
+      "             Seth Goldstein and Billy Chasen on Turntable.Fm\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs interviews Seth Goldstein and Billy Chasen about Turntable.fm at Disrupt San Fransisco...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:42\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"CrunchGear Holiday Gift Guide Intro\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b71e4b0808147698be0_2_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b71e4b0808147698be0_2_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b71e4b0808147698be0_2_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b71e4b0808147698be0_2_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/crunchgear-holiday-gift-guide-intro/\">\n",
+      "             CrunchGear Holiday Gift Guide Intro\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Devin Coldewey's intro for the CrunchGear holiday gift guide.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:42\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"SGN&amp;#39;s Shervin Pishevar Unveils the Mini Tycoon IPhone Social Game\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa643e4b02a3b7a9586ba_2_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa643e4b02a3b7a9586ba_2_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa643e4b02a3b7a9586ba_2_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa643e4b02a3b7a9586ba_2_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "              play\n",
+      "             </title>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/unified-video/sgns-shervin-pishevar-unveils-the-mini-tycoon-iphone-social-game/\">\n",
+      "             SGN's Shervin Pishevar Unveils the Mini Tycoon IPhone Social Game\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            SGN founder Shervin Pishevar unveils Mini Tycoon.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:42\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Microsoft Kinect for Xbox 360 Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554f58a2e4b07729e36c425c/622870a0c0aca100013e0ce6_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554f58a2e4b07729e36c425c/622870a0c0aca100013e0ce6_640x432_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554f58a2e4b07729e36c425c/622870a0c0aca100013e0ce6_640x432_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554f58a2e4b07729e36c425c/622870a0c0aca100013e0ce6_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/microsoft-kinect-for-xbox-360-review/\">\n",
+      "             Microsoft Kinect for Xbox 360 Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Greg Kumparak of CrunchGear reviews Microsoft's new Kinect for the Xbox 360\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:41\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Vinod Khosla on Innovation in Tech and Energy\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa849e4b07729e36f2faf_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa849e4b07729e36f2faf_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa849e4b07729e36f2faf_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa849e4b07729e36f2faf_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/unified-video/vinod-khosla-on-innovation-in-tech-and-energy/\">\n",
+      "             Vinod Khosla on Innovation in Tech and Energy\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Join a fireside chat with Khosla Ventures' founder Vinod Khosla on innovation in Tech and Ene...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
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+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:41\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Tom Ball, Joe Kraus, James Slavet on Venture Capital\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b143ae4b0ee7d8cc878cb_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b143ae4b0ee7d8cc878cb_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b143ae4b0ee7d8cc878cb_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b143ae4b0ee7d8cc878cb_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "           </figure>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/tom-ball-joe-kraus-james-slavet-on-venture-capital/\">\n",
+      "             Tom Ball, Joe Kraus, James Slavet on Venture Capital\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Tom Ball, Joe Kraus, James Slavet and others talk about venture capital for startups at Disrupt S...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:40\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Leica V-Lux 20 Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c07e4b07729e36c618d/62254d6d1daa4f00011d4754_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c07e4b07729e36c618d/62254d6d1daa4f00011d4754_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c07e4b07729e36c618d/62254d6d1daa4f00011d4754_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f5c07e4b07729e36c618d/62254d6d1daa4f00011d4754_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/leica-v-lux-20-review/\">\n",
+      "             Leica V-Lux 20 Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs reviews the Leica V-Lux 20 camera.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:40\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"CrunchGear Sing-A-Ma-Jigs Demonstration\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6050e4b07729e36c9c4f/622bd2c48ae6cf0001c45730_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6050e4b07729e36c9c4f/622bd2c48ae6cf0001c45730_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6050e4b07729e36c9c4f/622bd2c48ae6cf0001c45730_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6050e4b07729e36c9c4f/622bd2c48ae6cf0001c45730_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/crunchgear-sing-a-ma-jigs-demonstration/\">\n",
+      "             CrunchGear Sing-A-Ma-Jigs Demonstration\n",
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+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            CrunchGear demonstrates Fisher-Price's Sing-A-Ma-Jigs singing stuffed toys.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:39\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Twitter Analytics Tool Announcement\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1475e4b0ee7d8cc87d18_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1475e4b0ee7d8cc87d18_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1475e4b0ee7d8cc87d18_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1475e4b0ee7d8cc87d18_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/twitter-analytics-tool-announcement/\">\n",
+      "             Twitter Analytics Tool Announcement\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            April Underwood and Chris Colder announce the new product from Twitter at Disrupt San Fransisco 2...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
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+      "             </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:39\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Shervin Pishevar on the Jedi Council of VC\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b14a5e4b0ee7d8cc880aa_15_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b14a5e4b0ee7d8cc880aa_15_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b14a5e4b0ee7d8cc880aa_15_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b14a5e4b0ee7d8cc880aa_15_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/shervin-pishevar-on-the-jedi-council-of-vc/\">\n",
+      "             Shervin Pishevar on the Jedi Council of VC\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Join the Disrupt Backstage interview with Shervin Pishevar and Alexia Tsotsis at Disrupt San Fran...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:38\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Wicked Lasers Torch Flashlight Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f2fe4b07729e36c8e94_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f2fe4b07729e36c8e94_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f2fe4b07729e36c8e94_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f2fe4b07729e36c8e94_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/wicked-lasers-torch-flashlight-review/\">\n",
+      "             Wicked Lasers Torch Flashlight Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Scott Merrill from CrunchGear reviews Wicked Lasers' Torch Flashlight.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:38\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Plex/Nine and Plex App for iOS Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f560ee4b0808147695989_20_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f560ee4b0808147695989_20_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f560ee4b0808147695989_20_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f560ee4b0808147695989_20_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/plex-nine-and-plex-app-for-ios-review/\">\n",
+      "             Plex/Nine and Plex App for iOS Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            An exclusive review of Plex/Nine and Plex App for iOS.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:37\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Jeremy Stoppelman on Yelp and Email Deal Products\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1536e4b0ee7d8cc88d8b_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1536e4b0ee7d8cc88d8b_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1536e4b0ee7d8cc88d8b_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1536e4b0ee7d8cc88d8b_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/jeremy-stoppelman-on-yelp-and-email-deal-products/\">\n",
+      "             Jeremy Stoppelman on Yelp and Email Deal Products\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Jeremy Stoppelman talks about his Email Deals group buying products Yelp.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:37\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"enTourage eDGe Dualbook Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5de1e4b080814769a05f_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5de1e4b080814769a05f_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5de1e4b080814769a05f_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5de1e4b080814769a05f_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/entourage-edge-dualbook-review/\">\n",
+      "             enTourage eDGe Dualbook Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Scott Merrill from CrunchGear reviews the enTourage eDGe dualbook.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:37\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Exploring Apple&amp;#39;s Tablet Gestures\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f60cce4b080814769c015/6224e8eb8ae6cf0001c40606_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f60cce4b080814769c015/6224e8eb8ae6cf0001c40606_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f60cce4b080814769c015/6224e8eb8ae6cf0001c40606_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f60cce4b080814769c015/6224e8eb8ae6cf0001c40606_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/exploring-apples-tablet-gestures/\">\n",
+      "             Exploring Apple's Tablet Gestures\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Learn the finger gestures used to activate Apple's Tablets.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:36\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Kevin Rose on Managing Digg and Starting Milk\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b151fe4b0ee7d8cc88b1e_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b151fe4b0ee7d8cc88b1e_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b151fe4b0ee7d8cc88b1e_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b151fe4b0ee7d8cc88b1e_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/kevin-rose-on-managing-digg-and-starting-milk/\">\n",
+      "             Kevin Rose on Managing Digg and Starting Milk\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Michael Arrington interviews Kevin Rose at Disrupt San Fransisco 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:36\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"A Review of EyeconTroller for iPhone and iPod Touch\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f9ee4b080814769b403_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f9ee4b080814769b403_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f9ee4b080814769b403_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5f9ee4b080814769b403_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/a-review-of-eyecontroller-for-iphone-and-ipod-touch/\">\n",
+      "             A Review of EyeconTroller for iPhone and iPod Touch\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Crunchgear's review of EyeconTroller for iPhone and iPod Touch.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:35\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Prism Skylabs Startup Battlefield Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b4e4b0f6984b71c079_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b4e4b0f6984b71c079_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b4e4b0f6984b71c079_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b4e4b0f6984b71c079_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/prism-skylabs-startup-battlefield-presentation/\">\n",
+      "             Prism Skylabs Startup Battlefield Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch the Prism Skylabs presentation for the Startup Battlefield at Disrupt San Fransisco 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:35\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Postmates Startup Battlefield Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15f0e4b0ee7d8cc89d2b_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15f0e4b0ee7d8cc89d2b_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15f0e4b0ee7d8cc89d2b_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15f0e4b0ee7d8cc89d2b_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/postmates-startup-battlefield-presentation/\">\n",
+      "             Postmates Startup Battlefield Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch Postmates' pitch for the Startup Battlefield at Disrupt San Fransisco 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:34\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Eye-Fi X2 Pro SDHC Card Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f59c1e4b0808147697d46_21_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f59c1e4b0808147697d46_21_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f59c1e4b0808147697d46_21_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f59c1e4b0808147697d46_21_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/eye-fi-x2-pro-sdhc-card-review/\">\n",
+      "             Eye-Fi X2 Pro SDHC Card Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Scott Merrill from CrunchGear reviews the Eye-Fi X2 Pro SDHC card.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:34\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Grow the Planet Startup Battlefield Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1615e4b0f6984b71ce75_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1615e4b0f6984b71ce75_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1615e4b0f6984b71ce75_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1615e4b0f6984b71ce75_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/grow-the-planet-startup-battlefield-presentation/\">\n",
+      "             Grow the Planet Startup Battlefield Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch Grow the Planet's pitch for the Startup Battlefield at Disrupt San Fransisco 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:33\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Final Verdict on Windows Phone 7\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f57fce4b07729e36c3c64/622549218ae6cf0001c408bc_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f57fce4b07729e36c3c64/622549218ae6cf0001c408bc_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f57fce4b07729e36c3c64/622549218ae6cf0001c408bc_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/06/554f57fce4b07729e36c3c64/622549218ae6cf0001c408bc_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/final-verdict-on-windows-phone-7/\">\n",
+      "             Final Verdict on Windows Phone 7\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            TechCrunch reporters deliver their opinion on whether the latest Microsoft mobile operating syste...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:33\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Fantasma Remote Control Spider Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbca0e4b08081476d0d63/622660588ae6cf0001c414af_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbca0e4b08081476d0d63/622660588ae6cf0001c414af_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbca0e4b08081476d0d63/622660588ae6cf0001c414af_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbca0e4b08081476d0d63/622660588ae6cf0001c414af_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/fantasma-remote-control-spider-review/\">\n",
+      "             Fantasma Remote Control Spider Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs reviews the Fantasma Remote Control Spider.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:33\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Drew Houston on the Beginning of Dropbox\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa49fe4b08081476c066a/622806c7c0aca100013e084a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa49fe4b08081476c066a/622806c7c0aca100013e084a_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa49fe4b08081476c066a/622806c7c0aca100013e084a_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/09/554fa49fe4b08081476c066a/622806c7c0aca100013e084a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/drew-houston-on-the-beginning-of-dropbox/\">\n",
+      "             Drew Houston on the Beginning of Dropbox\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Drew Houston, Co-Founder and CEO of Dropbox speaks to Erick Schonfeld about the company's beg...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:46\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steve Anderson on Signaling Risk\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d48e4b0f6984b73d0df_29_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d48e4b0f6984b73d0df_29_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d48e4b0f6984b73d0df_29_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d48e4b0f6984b73d0df_29_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steve-anderson-on-signaling-risk/\">\n",
+      "             Steve Anderson on Signaling Risk\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Steve Anderson, founder of Baseline Ventures, talks to Chris Dixon about VCs and Seed Funding.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:45\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steve Anderson on Funding and Market Health\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d12e4b0e0bd7768f411_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d12e4b0e0bd7768f411_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d12e4b0e0bd7768f411_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3d12e4b0e0bd7768f411_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steve-anderson-on-funding-and-market-health/\">\n",
+      "             Steve Anderson on Funding and Market Health\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Steve Anderson, founder of Baseline Ventures, talks to Chris Dixon about the venture market.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:45\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steve Chen and Sarah Lacy at Disrupt Beijing 2011\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5df3e4b080814769a131_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5df3e4b080814769a131_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5df3e4b080814769a131_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5df3e4b080814769a131_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steve-chen-and-sarah-lacy-at-disrupt-beijing-2011/\">\n",
+      "             Steve Chen and Sarah Lacy at Disrupt Beijing 2011\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch Steve Chen talk to Sarah Lacy at Disrupt Beijing 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:45\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steve Anderson on Founding Baseline Ventures\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fca12e4b02a3b7a970aee_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fca12e4b02a3b7a970aee_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fca12e4b02a3b7a970aee_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fca12e4b02a3b7a970aee_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steve-anderson-on-founding-baseline-ventures/\">\n",
+      "             Steve Anderson on Founding Baseline Ventures\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Steve Anderson explains why he launched Baseline Ventures.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:44\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steve Anderson on Investing in Heroku\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5074e4b0808147691194_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5074e4b0808147691194_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5074e4b0808147691194_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5074e4b0808147691194_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steve-anderson-on-investing-in-heroku/\">\n",
+      "             Steve Anderson on Investing in Heroku\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Steve Anderson, founder of Baseline Ventures, talks to Chris Dixon about betting on Heroku.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:44\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"An Interview with Yossi Vardi\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b3027e4b0f6984b73418e/622a93548ae6cf0001c4481f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b3027e4b0f6984b73418e/622a93548ae6cf0001c4481f_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b3027e4b0f6984b73418e/622a93548ae6cf0001c4481f_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b3027e4b0f6984b73418e/622a93548ae6cf0001c4481f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/an-interview-with-yossi-vardi/\">\n",
+      "             An Interview with Yossi Vardi\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Israeli investor Yossi Vardi explains why he goes to 163 events each yea...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:53\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Yossi Vardi on Green Energy\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554f9405e4b08081476b5cf5/62298a30c0aca100013e1ae0_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554f9405e4b08081476b5cf5/62298a30c0aca100013e1ae0_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554f9405e4b08081476b5cf5/62298a30c0aca100013e1ae0_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554f9405e4b08081476b5cf5/62298a30c0aca100013e1ae0_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/yossi-vardi-on-green-energy/\">\n",
+      "             Yossi Vardi on Green Energy\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Israeli investor Yossi explains how did he get into green energy and how...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:52\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Yossi Vardi on Exploiting Child Labor\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2fabe4b0e0bd776877cf/622b11321daa4f00011d8b77_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2fabe4b0e0bd776877cf/622b11321daa4f00011d8b77_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2fabe4b0e0bd776877cf/622b11321daa4f00011d8b77_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2fabe4b0e0bd776877cf/622b11321daa4f00011d8b77_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/yossi-vardi-on-exploiting-child-labor/\">\n",
+      "             Yossi Vardi on Exploiting Child Labor\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Israeli investor Yossi Vardi discusses why he likes to exploit child lab...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:52\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Yossi Vardi on the Cloud\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2ff2e4b0e0bd77687981/622b11711daa4f00011d8b79_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2ff2e4b0e0bd77687981/622b11711daa4f00011d8b79_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2ff2e4b0e0bd77687981/622b11711daa4f00011d8b79_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554b2ff2e4b0e0bd77687981/622b11711daa4f00011d8b79_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/yossi-vardi-on-the-cloud/\">\n",
+      "             Yossi Vardi on the Cloud\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Israeli investor Yossi Vardi talks about the Cloud.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:52\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Kevin Ryan Full Interview\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b1e4b0ee7d8cc897b3_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b1e4b0ee7d8cc897b3_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b1e4b0ee7d8cc897b3_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b15b1e4b0ee7d8cc897b3_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/kevin-ryan-full-interview/\">\n",
+      "             Kevin Ryan Full Interview\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Chris Dixon interviews Gilt Groupe CEO and founder, Kevin Ryan.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:51\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Meebo CEO Answers Rapid Fire Questions\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1602e4b0ee7d8cc89ebe_12_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1602e4b0ee7d8cc89ebe_12_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1602e4b0ee7d8cc89ebe_12_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1602e4b0ee7d8cc89ebe_12_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/meebo-ceo-answers-rapid-fire-questions/\">\n",
+      "             Meebo CEO Answers Rapid Fire Questions\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Meebo CEO Seth Sternberg answers rapid fire questions.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:51\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Ryan on the Early Days of DoubleClick\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1687e4b0e0bd77678df8_10_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1687e4b0e0bd77678df8_10_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1687e4b0e0bd77678df8_10_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1687e4b0e0bd77678df8_10_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/ryan-on-the-early-days-of-doubleclick/\">\n",
+      "             Ryan on the Early Days of DoubleClick\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Gilt Groupe CEO and founder Kevin Ryan reflects on the early days of DoubleClick.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:50\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Gilt CEO Kevin Ryan on The Bubble\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1675e4b0f6984b71da7e_5_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1675e4b0f6984b71da7e_5_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1675e4b0f6984b71da7e_5_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1675e4b0f6984b71da7e_5_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/gilt-ceo-kevin-ryan-on-the-bubble/\">\n",
+      "             Gilt CEO Kevin Ryan on The Bubble\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Ryan and Dixon offer insights on \"The Bubble\".\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:50\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Andy Kessler on Technological Innovation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2790e4b0e0bd77682abb_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2790e4b0e0bd77682abb_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2790e4b0e0bd77682abb_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2790e4b0e0bd77682abb_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/andy-kessler-on-technological-innovation/\">\n",
+      "             Andy Kessler on Technological Innovation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andy Kessler and Andrew Keen discuss productivity and technological inno...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:49\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Andy Kessler on the FCC\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a3ee4b0f6984b73a567/6226391cc0aca100013df213_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a3ee4b0f6984b73a567/6226391cc0aca100013df213_640x432_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a3ee4b0f6984b73a567/6226391cc0aca100013df213_640x432_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a3ee4b0f6984b73a567/6226391cc0aca100013df213_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/andy-kessler-on-the-fcc/\">\n",
+      "             Andy Kessler on the FCC\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andy Kessler explains why the FCC should be shut down.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:49\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Andy Kessler on the World Economy\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27cae4b0ee7d8cc99b22_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27cae4b0ee7d8cc99b22_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27cae4b0ee7d8cc99b22_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27cae4b0ee7d8cc99b22_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/andy-kessler-on-the-world-economy/\">\n",
+      "             Andy Kessler on the World Economy\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andy Kessler on why the global economy is still in the dumper and how te...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:48\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Andy Kessler on Where to Invest\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27aae4b0ee7d8cc998cd_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27aae4b0ee7d8cc998cd_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27aae4b0ee7d8cc998cd_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b27aae4b0ee7d8cc998cd_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/andy-kessler-on-where-to-invest/\">\n",
+      "             Andy Kessler on Where to Invest\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andy Kessler advises investment in entrepreneurs who eat people, especia...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:48\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Evgeny Morozov\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3901e4b0f6984b7390c9/6225f75f1daa4f00011d4ccb_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3901e4b0f6984b7390c9/6225f75f1daa4f00011d4ccb_640x432_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3901e4b0f6984b7390c9/6225f75f1daa4f00011d4ccb_640x432_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3901e4b0f6984b7390c9/6225f75f1daa4f00011d4ccb_640x432_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-evgeny-morozov/\">\n",
+      "             Keen On with Evgeny Morozov\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Stanford visiting fellow Evgeny Morozov discusses the U.S. government\u0003...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:47\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"An Interview with Evgeny Morozov\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3924e4b0f6984b7392f8_14_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3924e4b0f6984b7392f8_14_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3924e4b0f6984b7392f8_14_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b3924e4b0f6984b7392f8_14_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/an-interview-with-evgeny-morozov/\">\n",
+      "             An Interview with Evgeny Morozov\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Stanford visiting fellow Evgeny Morozov discusses the right foreign poli...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:47\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"FlatFrog Multitouch 4000 Alpha Demo\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f615ee4b080814769c588_10_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f615ee4b080814769c588_10_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f615ee4b080814769c588_10_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f615ee4b080814769c588_10_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/flatfrog-multitouch-4000-alpha-demo/\">\n",
+      "             FlatFrog Multitouch 4000 Alpha Demo\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            A demonstration of FlatFrog Multitouch 4000 Alpha.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:32\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Google Reader Play on a Viliv X70\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6140e4b02a3b7a92f04d_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6140e4b02a3b7a92f04d_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6140e4b02a3b7a92f04d_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f6140e4b02a3b7a92f04d_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/google-reader-play-on-a-viliv-x70/\">\n",
+      "             Google Reader Play on a Viliv X70\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            A review of Google Reader Play on a Viliv X70.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:29\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Jolibook Netbook Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5aa9e4b02a3b7a92b0d8_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5aa9e4b02a3b7a92b0d8_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5aa9e4b02a3b7a92b0d8_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5aa9e4b02a3b7a92b0d8_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/jolibook-netbook-review/\">\n",
+      "             Jolibook Netbook Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Robin Wauters reviews Jolicloud's Jolibook netbook.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:29\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"GM&amp;#39;s Enhanced Vision System HUD Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5e35e4b080814769a640/6226ce78c0aca100013df90c_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5e35e4b080814769a640/6226ce78c0aca100013df90c_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5e35e4b080814769a640/6226ce78c0aca100013df90c_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f5e35e4b080814769a640/6226ce78c0aca100013df90c_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/gms-enhanced-vision-system-hud-review/\">\n",
+      "             GM's Enhanced Vision System HUD Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Learn about GM's Enhanced Vision System HUD.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:28\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Vocre Startup Battlefield Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b167ae4b0e0bd77678d35_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b167ae4b0e0bd77678d35_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b167ae4b0e0bd77678d35_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b167ae4b0e0bd77678d35_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/vocre-startup-battlefield-presentation/\">\n",
+      "             Vocre Startup Battlefield Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch Vocre's presentation for the Startup Battlefield at Disrupt San Fransisco 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:28\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Remind101&amp;#39;s Brad Kopf on the Imagine K12 Program\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16b4e4b0e0bd77679100_20_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16b4e4b0e0bd77679100_20_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16b4e4b0e0bd77679100_20_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16b4e4b0e0bd77679100_20_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/remind101s-brad-kopf-on-the-imagine-k12-program/\">\n",
+      "             Remind101's Brad Kopf on the Imagine K12 Program\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Alexia Tsotsis talks to Remind101 founder Brad Kopf about Imagine K12 program where education sta...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:27\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"GoInstant Startup Battlefield Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b168ee4b0f6984b71dd95_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b168ee4b0f6984b71dd95_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b168ee4b0f6984b71dd95_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b168ee4b0f6984b71dd95_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/goinstant-startup-battlefield-presentation/\">\n",
+      "             GoInstant Startup Battlefield Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch the GoInstant presentation for the Startup Battlefield at Disrupt San Fransisco 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:27\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Sony X Series Netbook Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f60e3e4b080814769c088_13_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f60e3e4b080814769c088_13_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f60e3e4b080814769c088_13_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f60e3e4b080814769c088_13_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/sony-x-series-netbook-review/\">\n",
+      "             Sony X Series Netbook Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            A review of Sony's X Series netbook.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:26\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Gunnar Optik&amp;#39;s 3D Glasses Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f621ee4b080814769d0a5_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f621ee4b080814769d0a5_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f621ee4b080814769d0a5_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f621ee4b080814769d0a5_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/gunnar-optiks-3d-glasses-review/\">\n",
+      "             Gunnar Optik's 3D Glasses Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Scott Merrill reviews Gunnar Optik's 3D glasses\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:26\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"HandStand iPad Case Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f623be4b07729e36cb158_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f623be4b07729e36cb158_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f623be4b07729e36cb158_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f623be4b07729e36cb158_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/handstand-ipad-case-review/\">\n",
+      "             HandStand iPad Case Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs reviews the HandStand iPad case.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:25\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Lenovo&amp;#39;s U1 Hybrid Netbooktablet Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b96e4b02a3b7a92b84a_49_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b96e4b02a3b7a92b84a_49_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b96e4b02a3b7a92b84a_49_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f5b96e4b02a3b7a92b84a_49_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/lenovos-u1-hybrid-netbooktablet-review/\">\n",
+      "             Lenovo's U1 Hybrid Netbooktablet Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch Lenovo's U1 Hybrid Netbooktablet demonstrated at CES 2010.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:25\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Hasbro My3D Adapter Review\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6335e4b02a3b7a930604/622af4331daa4f00011d8a22_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6335e4b02a3b7a930604/622af4331daa4f00011d8a22_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6335e4b02a3b7a930604/622af4331daa4f00011d8a22_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f6335e4b02a3b7a930604/622af4331daa4f00011d8a22_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/hasbro-my3d-adapter-review/\">\n",
+      "             Hasbro My3D Adapter Review\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            John Biggs reviews the Hasbro My3D Adapter\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:57:24\">\n",
+      "               10:57 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Livestream&amp;#39;s Max Haot on the Early Days\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554faaf8e4b07729e36f4ed1_21_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554faaf8e4b07729e36f4ed1_21_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554faaf8e4b07729e36f4ed1_21_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554faaf8e4b07729e36f4ed1_21_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/unified-video/livestreams-max-haot-on-the-early-days/\">\n",
+      "             Livestream's Max Haot on the Early Days\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Livestream co-founder Max Haot talks about the company's early days.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:50\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
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+      "           </div>\n",
+      "          </header>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Lumier Startup Battlefield Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcd01e4b02a3b7a972779_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcd01e4b02a3b7a972779_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcd01e4b02a3b7a972779_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcd01e4b02a3b7a972779_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/unified-video/lumier-startup-battlefield-presentation/\">\n",
+      "             Lumier Startup Battlefield Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Watch Lumier pitch their on the Startup Battlefield at Disrupt New York City 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
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+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Livestream&amp;#39;s Max Haot on Fending Off Digital Piracy\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fab25e4b02a3b7a95bb7d_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fab25e4b02a3b7a95bb7d_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fab25e4b02a3b7a95bb7d_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fab25e4b02a3b7a95bb7d_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/unified-video/livestreams-max-haot-on-fending-off-digital-piracy/\">\n",
+      "             Livestream's Max Haot on Fending Off Digital Piracy\n",
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+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Livestream co-founder Max Haot talks about fending off digital piracy.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:49\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
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+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Dropbox Service Success and Growth\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f8315e4b07729e36da810/622551bac0aca100013de90b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f8315e4b07729e36da810/622551bac0aca100013de90b_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f8315e4b07729e36da810/622551bac0aca100013de90b_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f8315e4b07729e36da810/622551bac0aca100013de90b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "           </figure>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/dropbox-service-success-and-growth/\">\n",
+      "             Dropbox Service Success and Growth\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Erick Schonfeld talks to Drew Houston, Co-Founder and CEO of Dropbox. Drew talks about the consum...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:48\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Dropbox Drew Houston Looking Ahead\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b33a0e4b0ee7d8cca11f4/622a0900c0aca100013e206c_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b33a0e4b0ee7d8cca11f4/622a0900c0aca100013e206c_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b33a0e4b0ee7d8cca11f4/622a0900c0aca100013e206c_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b33a0e4b0ee7d8cca11f4/622a0900c0aca100013e206c_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/dropbox-drew-houston-looking-ahead/\">\n",
+      "             Dropbox Drew Houston Looking Ahead\n",
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+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Erick Schonfeld talks to Drew Houston, Co-Founder and CEO of Dropbox.\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:48\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Drew Houston on Taking Advice from Paul Graham\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f649ae4b07729e36ccbfa/6226edf68ae6cf0001c41aad_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f649ae4b07729e36ccbfa/6226edf68ae6cf0001c41aad_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f649ae4b07729e36ccbfa/6226edf68ae6cf0001c41aad_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554f649ae4b07729e36ccbfa/6226edf68ae6cf0001c41aad_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/drew-houston-on-taking-advice-from-paul-graham/\">\n",
+      "             Drew Houston on Taking Advice from Paul Graham\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Drew Houston, Co-Founder and CEO of Dropbox speaks to Erick Schonfeld about getting advice from P...\n",
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+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
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+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
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+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Drew Houston on Being Open About a Startup Idea\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f647fe4b07729e36cca65/622689718ae6cf0001c4166a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f647fe4b07729e36cca65/622689718ae6cf0001c4166a_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f647fe4b07729e36cca65/622689718ae6cf0001c4166a_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554f647fe4b07729e36cca65/622689718ae6cf0001c4166a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "            <a class=\"post-block__title__link\" href=\"/unified-video/drew-houston-on-being-open-about-a-startup-idea/\">\n",
+      "             Drew Houston on Being Open About a Startup Idea\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Erick Schonfeld talks to Drew Houston, Co-Founder and CEO of Dropbox, discussing being open about...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:47\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Drew Houston on Early Testing\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554fa4cee4b08081476c07f6/622bdb1ac0aca100013e3748_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554fa4cee4b08081476c07f6/622bdb1ac0aca100013e3748_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554fa4cee4b08081476c07f6/622bdb1ac0aca100013e3748_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554fa4cee4b08081476c07f6/622bdb1ac0aca100013e3748_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/drew-houston-on-early-testing/\">\n",
+      "             Drew Houston on Early Testing\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Drew Houston, Co-Founder and CEO of Dropbox speaks to Erick Schonfeld about early testing.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:55:46\">\n",
+      "               10:55 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Kevin Ryan on the Importance of Presentation\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16dce4b0f6984b71e7a6_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16dce4b0f6984b71e7a6_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16dce4b0f6984b71e7a6_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b16dce4b0f6984b71e7a6_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/kevin-ryan-on-the-importance-of-presentation/\">\n",
+      "             Kevin Ryan on the Importance of Presentation\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Kevin Ryan discusses losing money, making money and the importance of presentation.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:47\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Steven Levy\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbb43e4b07729e3700b07_19_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbb43e4b07729e3700b07_19_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbb43e4b07729e3700b07_19_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbb43e4b07729e3700b07_19_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-steven-levy/\">\n",
+      "             Keen On with Steven Levy\n",
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+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, writer at Wired magazine Steven Levy explains why we need another book a...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:46\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steven Levy on In The Plex\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fb98be4b07729e36ffb56/62265b2c1daa4f00011d52c4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fb98be4b07729e36ffb56/62265b2c1daa4f00011d52c4_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fb98be4b07729e36ffb56/62265b2c1daa4f00011d52c4_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fb98be4b07729e36ffb56/62265b2c1daa4f00011d52c4_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steven-levy-on-in-the-plex/\">\n",
+      "             Steven Levy on In The Plex\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, writer at Wired magazine Steven Levy discusses his book, In The Plex: Ho...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
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+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
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+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:46\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steven Levy on Google&amp;#39;s Social Media Strategy\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb67e4b02a3b7a967095/6225d63f1daa4f00011d4b3a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb67e4b02a3b7a967095/6225d63f1daa4f00011d4b3a_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb67e4b02a3b7a967095/6225d63f1daa4f00011d4b3a_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb67e4b02a3b7a967095/6225d63f1daa4f00011d4b3a_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steven-levy-on-googles-social-media-strategy/\">\n",
+      "             Steven Levy on Google's Social Media Strategy\n",
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+      "            In this Keen On episode, writer at Wired magazine Steven Levy discusses the social media strategy...\n",
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+      "            <div class=\"river-byline\">\n",
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+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
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+      "          </header>\n",
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+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steven Levy on Android\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb97e4b08081476d0131/62265ead8ae6cf0001c41472_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb97e4b08081476d0131/62265ead8ae6cf0001c41472_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb97e4b08081476d0131/62265ead8ae6cf0001c41472_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554fbb97e4b08081476d0131/62265ead8ae6cf0001c41472_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, writer at Wired magazine Steven Levy discusses Android and artificial in...\n",
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+      "            <div class=\"river-byline\">\n",
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+      "                TC Video\n",
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+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
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+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Lark&amp;#39;s Julia Hu Get Engaged on Disrupt\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fce80e4b07729e370d016_1_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fce80e4b07729e370d016_1_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fce80e4b07729e370d016_1_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fce80e4b07729e370d016_1_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/larks-julia-hu-get-engaged-on-disrupt/\">\n",
+      "             Lark's Julia Hu Get Engaged on Disrupt\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Julia Hu gets a surprise proposal and gets engaged onstage at Disrupt New York 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:44\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Steven Levy on Google\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbc13e4b07729e370144c_32_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbc13e4b07729e370144c_32_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbc13e4b07729e370144c_32_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fbc13e4b07729e370144c_32_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/steven-levy-on-google/\">\n",
+      "             Steven Levy on Google\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, writer at Wired magazine Steven Levy discusses how Google shapes our liv...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:44\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Chris Dewolfe\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9362e4b07729e36e48d8_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9362e4b07729e36e48d8_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9362e4b07729e36e48d8_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9362e4b07729e36e48d8_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-chris-dewolfe/\">\n",
+      "             Keen On with Chris Dewolfe\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Andrew Keen interviews CEO of MindJolt Chris Dewolfe at FailCon 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:43\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Brian Wong and Roger Dickey\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75e1e4b08081476a26f8_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75e1e4b08081476a26f8_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75e1e4b08081476a26f8_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75e1e4b08081476a26f8_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-brian-wong-and-roger-dickey/\">\n",
+      "             Keen On with Brian Wong and Roger Dickey\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Andrew Keen interviews Brian Wong and Roger Dickey at FailCon 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:43\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"The Growth of Mobile Commerce and Payments\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcea6e4b07729e370d106_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcea6e4b07729e370d106_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcea6e4b07729e370d106_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fcea6e4b07729e370d106_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/the-growth-of-mobile-commerce-and-payments/\">\n",
+      "             The Growth of Mobile Commerce and Payments\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Erick Schoenfeld interviews Alex Rampell of TrialPay, Stephanie Tilenius of Google Commerce and P...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:42\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Peter Gardner\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75a2e4b02a3b7a93565e_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75a2e4b02a3b7a93565e_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75a2e4b02a3b7a93565e_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f75a2e4b02a3b7a93565e_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-peter-gardner/\">\n",
+      "             Keen On with Peter Gardner\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Andrew Keen interviews Peter Gardner of Wavepoint Ventures at FailCon 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:42\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Ohanian on the Impact of Jobs and Investors&amp;#39; Attitudes\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b173ae4b0e0bd77679925_37_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b173ae4b0e0bd77679925_37_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b173ae4b0e0bd77679925_37_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b173ae4b0e0bd77679925_37_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/ohanian-on-the-impact-of-jobs-and-investors-attitudes/\">\n",
+      "             Ohanian on the Impact of Jobs and Investors' Attitudes\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Reddit co-founder Alexis Ohanian discusses the \"Bubble\" and Investors' attitudes.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:41\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Michael Yavonditte on How Hashable Evolved\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1630e4b0ee7d8cc8a352_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1630e4b0ee7d8cc8a352_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1630e4b0ee7d8cc8a352_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1630e4b0ee7d8cc8a352_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/michael-yavonditte-on-how-hashable-evolved/\">\n",
+      "             Michael Yavonditte on How Hashable Evolved\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Hashable CEO Michale Yavonditte explains how the service evolved.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:41\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Erik Brynjolfsson and Andrew McAfee\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a30e4b0f6984b73a46e/6225f93bc0aca100013dee34_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a30e4b0f6984b73a46e/6225f93bc0aca100013dee34_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a30e4b0f6984b73a46e/6225f93bc0aca100013dee34_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b3a30e4b0f6984b73a46e/6225f93bc0aca100013dee34_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-erik-brynjolfsson-and-andrew-mcafee/\">\n",
+      "             Keen On with Erik Brynjolfsson and Andrew McAfee\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Erik Brynjolfsson and Andrew McAfee at Techonomy ...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:40\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"David Kirkpatrick on The Facebook Effect\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f60b5e4b02a3b7a92eb84/622bd3498ae6cf0001c45736_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f60b5e4b02a3b7a92eb84/622bd3498ae6cf0001c45736_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f60b5e4b02a3b7a92eb84/622bd3498ae6cf0001c45736_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/11/554f60b5e4b02a3b7a92eb84/622bd3498ae6cf0001c45736_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/david-kirkpatrick-on-the-facebook-effect/\">\n",
+      "             David Kirkpatrick on The Facebook Effect\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen and David Kirkpatrick discuss the book The Facebook Effect a...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:40\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Mike McCue on the TellMe Years\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b17e0e4b0ee7d8cc8c5df/6226545cc0aca100013df3a2_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b17e0e4b0ee7d8cc8c5df/6226545cc0aca100013df3a2_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b17e0e4b0ee7d8cc8c5df/6226545cc0aca100013df3a2_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b17e0e4b0ee7d8cc8c5df/6226545cc0aca100013df3a2_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/mike-mccue-on-the-tellme-years/\">\n",
+      "             Mike McCue on the TellMe Years\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Mike McCue relates how he survived the first dot-com crash during his TellMe years.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:39\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Mike McCue on Why Microsoft Bought TellMe\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b17b8e4b0ee7d8cc8c161/6226a0b2c0aca100013df72b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b17b8e4b0ee7d8cc8c161/6226a0b2c0aca100013df72b_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b17b8e4b0ee7d8cc8c161/6226a0b2c0aca100013df72b_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554b17b8e4b0ee7d8cc8c161/6226a0b2c0aca100013df72b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/mike-mccue-on-why-microsoft-bought-tellme/\">\n",
+      "             Mike McCue on Why Microsoft Bought TellMe\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Mike McCue talks about the TellMe years and its being bought by Microsoft.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:39\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Mike McCue on Moving from Print to Digital Content\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1793e4b0f6984b7200b7/6226541dc0aca100013df39b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1793e4b0f6984b7200b7/6226541dc0aca100013df39b_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1793e4b0f6984b7200b7/6226541dc0aca100013df39b_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b1793e4b0f6984b7200b7/6226541dc0aca100013df39b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/mike-mccue-on-moving-from-print-to-digital-content/\">\n",
+      "             Mike McCue on Moving from Print to Digital Content\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Flipboard CEO Mike McCue talks about delivering digital content.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:39\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Roger McNamee on Occupy Wall Street\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b2e61e4b0ee7d8cc9e4df/622a05c91daa4f00011d7ed6_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b2e61e4b0ee7d8cc9e4df/622a05c91daa4f00011d7ed6_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b2e61e4b0ee7d8cc9e4df/622a05c91daa4f00011d7ed6_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/10/554b2e61e4b0ee7d8cc9e4df/622a05c91daa4f00011d7ed6_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/roger-mcnamee-on-occupy-wall-street/\">\n",
+      "             Roger McNamee on Occupy Wall Street\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Roger McNamee discusses how Occupy Wall Street changes everything.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:38\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Roger McNamee\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fb53be4b07729e36fcaf5/6226e9021daa4f00011d58f0_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fb53be4b07729e36fcaf5/6226e9021daa4f00011d58f0_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fb53be4b07729e36fcaf5/6226e9021daa4f00011d58f0_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/08/554fb53be4b07729e36fcaf5/6226e9021daa4f00011d58f0_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-roger-mcnamee/\">\n",
+      "             Keen On with Roger McNamee\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Roger McNamee at Techonomy Tucson 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:38\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Rift Demo &amp;#8211; the New MMO\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5d9e4b08081476def9c_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5d9e4b08081476def9c_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5d9e4b08081476def9c_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5d9e4b08081476def9c_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/rift-demo-the-new-mmo/\">\n",
+      "             Rift Demo – the New MMO\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            We take a look at the Rift booth at E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:37\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Craig Mundie\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/12/554fb2c2e4b08081476ca206/622cd1e3c0aca100013e410b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/12/554fb2c2e4b08081476ca206/622cd1e3c0aca100013e410b_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/12/554fb2c2e4b08081476ca206/622cd1e3c0aca100013e410b_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/12/554fb2c2e4b08081476ca206/622cd1e3c0aca100013e410b_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-craig-mundie/\">\n",
+      "             Keen On with Craig Mundie\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Craig Mundie at Techonomy Tucson 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:37\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On on Net Neutrality\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2782e4b0e0bd776829d9_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2782e4b0e0bd776829d9_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2782e4b0e0bd776829d9_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b2782e4b0e0bd776829d9_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-on-net-neutrality/\">\n",
+      "             Keen On on Net Neutrality\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Andrew Keen talks with Richard Bennett, Larry Downes, Michael Masnick and Gigi Sohn about the FCC...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:36\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Sony PSVita at a Glance\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5ede4b07729e370fe07_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5ede4b07729e370fe07_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5ede4b07729e370fe07_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5ede4b07729e370fe07_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/sony-psvita-at-a-glance/\">\n",
+      "             Sony PSVita at a Glance\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            TechCrunch take a look at the upcoming portable Playstation Vita at the E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:36\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Capcom Booth Demonstration &amp;#8211; E3 2011\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd601e4b02a3b7a9768fe_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd601e4b02a3b7a9768fe_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd601e4b02a3b7a9768fe_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd601e4b02a3b7a9768fe_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/capcom-booth-demonstration-e3-2011/\">\n",
+      "             Capcom Booth Demonstration – E3 2011\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Techrunch Takes a look at the Capcom demonstration at E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:35\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"End of Nations Demo\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5f6e4b02a3b7a9768b8_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5f6e4b02a3b7a9768b8_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5f6e4b02a3b7a9768b8_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd5f6e4b02a3b7a9768b8_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/end-of-nations-demo/\">\n",
+      "             End of Nations Demo\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Techrunch takes a look at the upcomming MMO End of Nations at E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:35\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Seth Priebatsch\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b24a9e4b0e0bd7768077f_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b24a9e4b0e0bd7768077f_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b24a9e4b0e0bd7768077f_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b24a9e4b0e0bd7768077f_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-seth-priebatsch/\">\n",
+      "             Keen On with Seth Priebatsch\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Seth Priebatsch at Fast Company's Innovation ...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:34\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Demo &amp;#8211; Magic The Gathering: Tactics\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd61ce4b08081476df15e_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd61ce4b08081476df15e_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd61ce4b08081476df15e_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd61ce4b08081476df15e_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/demo-magic-the-gathering-tactics/\">\n",
+      "             Demo – Magic The Gathering: Tactics\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            Tech Crunch Take a look at the newest Magic the Gathering game at E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:34\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Sony Booth Demonstration &amp;#8211; E3 2011\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd607e4b07729e370fecf_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd607e4b07729e370fecf_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd607e4b07729e370fecf_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd607e4b07729e370fecf_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/sony-booth-demonstration-e3-2011/\">\n",
+      "             Sony Booth Demonstration – E3 2011\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            TechCrunch take a look at Sony's booth at E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:34\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Peter Bell\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9bd0e4b08081476baab5_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9bd0e4b08081476baab5_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9bd0e4b08081476baab5_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554f9bd0e4b08081476baab5_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-peter-bell/\">\n",
+      "             Keen On with Peter Bell\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Peter Bell at Fast Company's Innovation Uncen...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:33\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Lauren Anderson\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b385fe4b0f6984b7385f5_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b385fe4b0f6984b7385f5_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b385fe4b0f6984b7385f5_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b385fe4b0f6984b7385f5_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-lauren-anderson/\">\n",
+      "             Keen On with Lauren Anderson\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Lauren Anderson at Fast Company's Innovation ...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:33\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with David Cush\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1b34e4b0ee7d8cc8f850_56_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1b34e4b0ee7d8cc8f850_56_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1b34e4b0ee7d8cc8f850_56_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/07/554b1b34e4b0ee7d8cc8f850_56_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-david-cush/\">\n",
+      "             Keen On with David Cush\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews David Cush at Fast Company's Innovation Uncen...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:32\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Robert Safian\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fb33be4b02a3b7a9616cd_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fb33be4b02a3b7a9616cd_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fb33be4b02a3b7a9616cd_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fb33be4b02a3b7a9616cd_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-robert-safian/\">\n",
+      "             Keen On with Robert Safian\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Robert Safian at Fast Company's Innovation Un...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:32\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Chris Sacca on the Obama Presidential Campaign\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b27f7e4b0e0bd7768320d/622630e6c0aca100013df14f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b27f7e4b0e0bd7768320d/622630e6c0aca100013df14f_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b27f7e4b0e0bd7768320d/622630e6c0aca100013df14f_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b27f7e4b0e0bd7768320d/622630e6c0aca100013df14f_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/chris-sacca-on-the-obama-presidential-campaign/\">\n",
+      "             Chris Sacca on the Obama Presidential Campaign\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Chris Sacca tells Andrew Keen about the Obama election campaign, changes...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:31\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Keen On with Alison Moore\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa7ffe4b08081476c2bb2_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa7ffe4b08081476c2bb2_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa7ffe4b08081476c2bb2_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fa7ffe4b08081476c2bb2_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/keen-on-with-alison-moore/\">\n",
+      "             Keen On with Alison Moore\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Andrew Keen interviews Alison Moore at Fast Company's Innovation Unc...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:31\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Nox Audio Wifi Headset\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd629e4b08081476df195_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd629e4b08081476df195_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd629e4b08081476df195_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd629e4b08081476df195_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/nox-audio-wifi-headset/\">\n",
+      "             Nox Audio Wifi Headset\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            TechCrunch take a look at the Nox booth at E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:30\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"Chris Sacca on the Investment Sector\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b281be4b0ee7d8cc9a33f/62265600c0aca100013df3c3_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b281be4b0ee7d8cc9a33f/62265600c0aca100013df3c3_640x368_FES_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b281be4b0ee7d8cc9a33f/62265600c0aca100013df3c3_640x368_FES_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2022-03/07/554b281be4b0ee7d8cc9a33f/62265600c0aca100013df3c3_640x368_FES_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
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+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
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+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/chris-sacca-on-the-investment-sector/\">\n",
+      "             Chris Sacca on the Investment Sector\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            In this Keen On episode, Chris Sacca tells Andrew Keen what he has learnt about the investment sc...\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:30\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
+      "            <img alt=\"J Dome Projector Screen\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd60fe4b08081476df113_cv1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd60fe4b08081476df113_cv1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd60fe4b08081476df113_cv1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://s.yimg.com/hd/cp-video-transcode/prod/2015-05/10/554fd60fe4b08081476df113_cv1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/>\n",
+      "            <svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\">\n",
+      "             <title>\n",
+      "              play\n",
+      "             </title>\n",
+      "             <path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\">\n",
+      "             </path>\n",
+      "            </svg>\n",
+      "           </figure>\n",
+      "          </footer>\n",
+      "          <header class=\"post-block__header\">\n",
+      "           <h2 class=\"post-block__title\">\n",
+      "            <a class=\"post-block__title__link\" href=\"/unified-video/j-dome-projector-screen/\">\n",
+      "             J Dome Projector Screen\n",
+      "            </a>\n",
+      "           </h2>\n",
+      "           <div class=\"post-block__content\">\n",
+      "            TechCrunch take a look at the J Dome, an immersive projection gaming experience at E3 2011.\n",
+      "           </div>\n",
+      "           <div class=\"post-block__meta\">\n",
+      "            <div class=\"river-byline\">\n",
+      "             <span class=\"river-byline__authors\">\n",
+      "              <span>\n",
+      "               <a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">\n",
+      "                TC Video\n",
+      "               </a>\n",
+      "              </span>\n",
+      "             </span>\n",
+      "             <div class=\"river-byline__full-date-time__wrapper\">\n",
+      "              <time class=\"river-byline__full-date-time\" datetime=\"2023-03-16T14:54:29\">\n",
+      "               10:54 PM GMT+8\n",
+      "               <span class=\"full-date-time__separator\">\n",
+      "                •\n",
+      "               </span>\n",
+      "               March 16, 2023\n",
+      "              </time>\n",
+      "             </div>\n",
+      "            </div>\n",
+      "           </div>\n",
+      "          </header>\n",
+      "         </article>\n",
+      "         <article class=\"post-block post-block--video post-block--unread\">\n",
+      "          <footer class=\"post-block__footer\">\n",
+      "           <figure class=\"post-block__media\">\n",
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+      "           <div class=\"post-block__content\">\n",
+      "            TechCrunch tries some of the indue games demonstrated E3 2011.\n",
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+      "var tc_app_data = {\"ads\":{\"gemini_enabled\":false,\"gemini_codes\":{\"position_4\":{\"mobile\":\"ae64471c-14c2-4457-8e9b-a5190206eafd\",\"desktop\":\"b2018d9e-dedc-4e85-8823-b06917beb892\"},\"position_8\":{\"mobile\":\"619392a1-b497-4aa9-b683-24aab7246c16\",\"desktop\":\"05c0b21d-e742-494d-ac59-474e3feaa4b8\"}}},\"assetURI\":\"https:\\/\\/techcrunch.com\\/wp-content\\/themes\\/techcrunch-2017\",\"breaking\":\"0\",\"live_event\":\"0\",\"livestream\":\"\",\"feature_islands\":{\"homepage\":[{\"id\":2693580,\"date\":\"2024-04-19T14:13:31\",\"date_gmt\":\"2024-04-19T21:13:31\",\"guid\":{\"rendered\":\"https:\\/\\/techcrunch.com\\/?p=2693580\"},\"modified\":\"2024-04-19T15:23:54\",\"modified_gmt\":\"2024-04-19T22:23:54\",\"slug\":\"too-many-models\",\"status\":\"publish\",\"type\":\"post\",\"link\":\"https:\\/\\/techcrunch.com\\/2024\\/04\\/19\\/too-many-models\\/\",\"title\":{\"rendered\":\"Too many models\"},\"content\":{\"rendered\":\"<p id=\\\"speakable-summary\\\">How many AI models is too many? It depends on how you look at it, but 10 a week is probably a bit much. That&#8217;s roughly how many we&#8217;ve seen roll out in the last few days, and it&#8217;s increasingly hard to say whether and how these models compare to one another, <a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/03\\/23\\/why-its-impossible-to-review-ais-and-why-techcrunch-is-doing-it-anyway\\/\\\">if it was ever possible to begin with<\\/a>. So what&#8217;s the point?<\\/p>\\n<p>We&#8217;re at a weird time in the evolution of AI, though of course it&#8217;s been pretty weird the whole time. We&#8217;re seeing a proliferation of models large and small, from niche developers to large, well-funded ones.<\\/p>\\n<p>Let&#8217;s just run down the list from this week, shall we? I&#8217;ve tried to condense what sets each model apart.<\\/p>\\n<ul>\\n<li><a href=\\\"https:\\/\\/ai.meta.com\\/blog\\/meta-llama-3\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">LLaMa-3<\\/a>: Meta&#8217;s latest &#8220;open&#8221; flagship large language model. (The term &#8220;open&#8221; is disputed right now, but this project is widely used by the community regardless.)<\\/li>\\n<li><a href=\\\"https:\\/\\/mistral.ai\\/news\\/mixtral-8x22b\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Mistral 8&#215;22<\\/a>: A \\u201cmixture of experts\\u201d model, on the large side, from a French outfit that has shied away from the openness they once embraced.<\\/li>\\n<li><a href=\\\"https:\\/\\/stability.ai\\/news\\/stable-diffusion-3-api\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Stable Diffusion 3 Turbo<\\/a>: An upgraded <a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/02\\/22\\/stable-diffusion-3-arrives-to-solidify-early-lead-in-ai-imagery-against-sora-and-gemini\\/\\\">SD3<\\/a> to go with the open-ish Stability&#8217;s new API. Borrowing &#8220;turbo&#8221; from OpenAI&#8217;s model nomenclature is a little weird, but OK.<\\/li>\\n<li><a href=\\\"https:\\/\\/blog.adobe.com\\/en\\/publish\\/2024\\/04\\/15\\/adobe-transforms-pdf-experiences-with-general-availability-acrobat-ai-assistant\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Adobe Acrobat AI Assistant<\\/a>: &#8220;Talk to your documents&#8221; from the 800-lb document gorilla. Pretty sure this is mostly a <a href=\\\"https:\\/\\/blog.adobe.com\\/en\\/publish\\/2024\\/02\\/20\\/adobes-approach-generative-ai-digital-documents\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">wrapper for ChatGPT, though<\\/a>.<\\/li>\\n<li><a href=\\\"https:\\/\\/www.reka.ai\\/news\\/reka-core-our-frontier-class-multimodal-language-model\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Reka Core<\\/a>: From a small team formerly employed by Big AI, a multimodal model baked from scratch that is at least nominally competitive with the big dogs.<\\/li>\\n<li><a href=\\\"https:\\/\\/huggingface.co\\/blog\\/idefics2\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Idefics2<\\/a>: A more open multimodal model, built on top of recent, smaller Mistral and Google models.<\\/li>\\n<li><a href=\\\"https:\\/\\/blog.allenai.org\\/olmo-1-7-7b-a-24-point-improvement-on-mmlu-92b43f7d269d\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">OLMo-1.7-7B<\\/a>: A larger version of AI2&#8217;s LLM, among the most open out there, and a stepping stone to a future 70B-scale model.<\\/li>\\n<li><a href=\\\"https:\\/\\/blog.eleuther.ai\\/pile-t5\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Pile-T5<\\/a>: A version of the ol&#8217; reliable <a href=\\\"https:\\/\\/huggingface.co\\/docs\\/transformers\\/model_doc\\/t5\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">T5<\\/a> model fine-tuned on code database the Pile. The same T5 you know and love but better coding.<\\/li>\\n<li><a href=\\\"https:\\/\\/cohere.com\\/blog\\/compass-beta\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Cohere Compass<\\/a>: An &#8220;embedding model&#8221; (if you don&#8217;t know already, don&#8217;t worry about it) focused on incorporating multiple data types to cover more use cases.<\\/li>\\n<li><a href=\\\"https:\\/\\/ai.meta.com\\/research\\/publications\\/imagine-flash-accelerating-emu-diffusion-models-with-backward-distillation\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Imagine Flash<\\/a>: Meta&#8217;s newest image generation model, relying on a new distillation method to accelerate <a href=\\\"https:\\/\\/techcrunch.com\\/2022\\/12\\/22\\/a-brief-history-of-diffusion-the-tech-at-the-heart-of-modern-image-generating-ai\\/\\\">diffusion<\\/a> without overly compromising quality.<\\/li>\\n<li><a href=\\\"https:\\/\\/twitter.com\\/dsiroker\\/status\\/1779857843895599383\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Limitless<\\/a>: &#8220;A personalized AI powered by what you\\u2019ve seen, said, or heard. I<span class=\\\"css-1qaijid r-bcqeeo r-qvutc0 r-poiln3\\\">t\\u2019s a web app, Mac app, Windows app, and a wearable.&#8221; \\ud83d\\ude2c<br \\/>\\n<\\/span><\\/li>\\n<\\/ul>\\n<p>That&#8217;s 11, because one was announced while I was writing this. And this is not all of the models released or previewed this week! It&#8217;s just the ones we saw and discussed. If we were to relax the conditions for inclusion a bit, there would dozens: some fine-tuned existing models, some combos like Idefics 2, some experimental or niche, and so on. Not to mention this week&#8217;s new tools for building (<a href=\\\"https:\\/\\/pytorch.org\\/blog\\/torchtune-fine-tune-llms\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">torchtune<\\/a>) and battling against (<a href=\\\"https:\\/\\/glaze.cs.uchicago.edu\\/downloads.html\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Glaze 2.0<\\/a>) generative AI!<\\/p>\\n<p>What are we to make of this never-ending avalanche? We can&#8217;t &#8220;review&#8221; them all. So how can we help you, our readers, understand and keep up with all these things?<\\/p>\\n<p>The truth is you don&#8217;t need to keep up. Some models like ChatGPT and Gemini have evolved into entire web platforms, spanning multiple use cases and access points. Other large language models like LLaMa or OLMo &#8212;\\u00a0 though they technically share a basic architecture &#8212; don&#8217;t actually fill the same role. They are intended to live in the background as a service or component, not in the foreground as a name brand.<\\/p>\\n<p>There&#8217;s some deliberate confusion about these two things, because the models&#8217; developers want to borrow a little of the fanfare associated with major AI platform releases, like your GPT-4V or <a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/02\\/15\\/we-tested-googles-gemini-chatbot-heres-how-it-performed\\/\\\">Gemini Ultra<\\/a>. Everyone wants you to think that their release is an important one. And while it&#8217;s probably important to somebody, that somebody is almost certainly not you.<\\/p><div class=\\\"piano-inline-promo\\\"><\\/div>\\n<p>Think about it in the sense of another broad, diverse category like cars. When they were first invented, you just bought &#8220;a car.&#8221; Then a little later, you could choose between a big car, a small car, and a tractor. Nowadays, there are hundreds of cars released every year, but you probably don&#8217;t need to be aware of even one in ten of them, because nine out of ten are not a car you need or even a car as you understand the term. Similarly, we&#8217;re moving from the big\\/small\\/tractor era of AI toward the proliferation era, and even AI specialists can&#8217;t keep up with and test all the models coming out.<\\/p>\\n<p>The other side of this story is that we were already in this stage long before ChatGPT and the other big models came out. Far fewer people were reading about this 7 or 8 years ago, but we covered it nevertheless because it was clearly a technology waiting for its breakout moment. There were papers, models, and research constantly coming out, and conferences like SIGGRAPH and NeurIPS were filled with machine learning engineers comparing notes and building on one another&#8217;s work. Here&#8217;s a visual understanding story I wrote in 2011!<\\/p>\\n<div class=\\\"embed breakout embed-oembed embed--techcrunch\\\">\\n<blockquote class=\\\"wp-embedded-content\\\" data-secret=\\\"OBHh3ZjLLV\\\"><p><a href=\\\"https:\\/\\/techcrunch.com\\/2011\\/12\\/06\\/cmu-researchers-one-up-google-image-search-and-photosynth-with-visual-similarity-engine\\/\\\">CMU Researchers One-Up Google Image Search And Photosynth With Visual Similarity Engine<\\/a><\\/p><\\/blockquote>\\n<p><iframe class=\\\"wp-embedded-content\\\" sandbox=\\\"allow-scripts\\\" security=\\\"restricted\\\" style=\\\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\\\" title=\\\"&#8220;CMU Researchers One-Up Google Image Search And Photosynth With Visual Similarity Engine&#8221; &#8212; TechCrunch\\\" src=\\\"https:\\/\\/techcrunch.com\\/2011\\/12\\/06\\/cmu-researchers-one-up-google-image-search-and-photosynth-with-visual-similarity-engine\\/embed\\/#?secret=rF2c7ugouB#?secret=OBHh3ZjLLV\\\" data-secret=\\\"OBHh3ZjLLV\\\" width=\\\"800\\\" height=\\\"450\\\" frameborder=\\\"0\\\" marginwidth=\\\"0\\\" marginheight=\\\"0\\\" scrolling=\\\"no\\\"><\\/iframe><\\/div>\\n<p>That activity is still underway every day. But because AI has become big business \\u2014 arguably the biggest in tech right now \\u2014 these developments have been lent a bit of extra weight, since people are curious whether one of these might be as big a leap over ChatGPT that ChatGPT was over its predecessors.<\\/p>\\n<p>The simple truth is that none of these models is going to be that kind of big step, since OpenAI&#8217;s advance was built on a fundamental change to machine learning architecture that every other company has now adopted, and which has not been superseded. Incremental improvements like a point or two better on a synthetic benchmark, or marginally more convincing language or imagery, is all we have to look forward to for the present.<\\/p>\\n<p>Does that mean none of these models matter? Certainly they do. You don&#8217;t get from version 2.0 to 3.0 without 2.1, 2.2, 2.2.1, and so on. And sometimes those advances are meaningful, address serious shortcomings, or expose unexpected vulnerabilities. We try to cover the interesting ones, but that&#8217;s just a fraction of the full number. We&#8217;re actually working on a piece now collecting all the models we think the ML-curious should be aware of, and it&#8217;s on the order of a dozen.<\\/p>\\n<p>Don&#8217;t worry: when a big one comes along, you&#8217;ll know, and not just because TechCrunch is covering it. It&#8217;s going to be as obvious to you as it is to us.<\\/p>\\n\",\"protected\":false},\"excerpt\":{\"rendered\":\"<p>How many AI models is too many? It depends on how you look at it, but 10 a week is probably a bit much. 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claims former exec spilled trade secrets to upstart competitor AnySignal\"},\"content\":{\"rendered\":\"<p class=\\\"p1\\\"><a href=\\\"https:\\/\\/www.cesiumastro.com\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">CesiumAstro<\\/a> alleges in a newly filed lawsuit that a former executive disclosed trade secrets and confidential information about sensitive tech, investors and customers to a competing startup.<\\/p>\\n<p class=\\\"p1\\\">Austin-based Cesium develops active-phased array and software-defined radio systems for spacecraft, missiles and drones. While phased-array antenna systems have been used on satellites for decades, Cesium has considerably advanced and productized the tech over its seven years in operation. The startup has landed more than $100 million in venture and government funding, which it has used to develop a suite of products for commercial and defense customers.<\\/p>\\n<p class=\\\"p1\\\">The technology is niche: Only a handful of companies work at the cutting edge of space-based radio technology, and Cesium no doubt pays close attention to any new entrant in this field. AnySignal, a startup that came out of stealth last October but was formally incorporated in 2022, certainly caught the company\\u2019s eye, not least because it allegedly edged out Cesium in a sales bid to a major customer and by attempting to solicit the interest of one of Cesium\\u2019s early investors \\u2014 both examples stated in the lawsuit.<\\/p>\\n<p id=\\\"speakable-summary\\\">According to the suit, filed on March 25, these examples are directly related to former VP of Product Erik Luther&#8217;s misappropriation of trade secrets and confidential information on investors and customers, which Cesium alleges he subsequently disclosed to AnySignal. Notably, Luther did not leave Cesium to work for AnySignal, instead taking a role as head of marketing at a company that operates in a different sector entirely. But the suit says that Luther maintained \\u201cpersonal connections\\u201d with AnySignal\\u2019s co-founders, having worked with AnySignal CEO John Malsbury previously at a different company.<\\/p>\\n<p class=\\\"p1\\\">This resulted in AnySignal \\u201crecruiting and inducing Luther \\u2026 to improperly disclose\\u201d the confidential and trade secret information, the suit says. AnySignal&#8217;s CEO and CesiumAstro did not respond to TechCrunch&#8217;s request for comment; a lawyer representing Luther referred TechCrunch to the March 29 legal filings cited below.<\\/p>\\n<p class=\\\"p1\\\">Cesium is clear on its position in the lawsuit: It does not believe that AnySignal could have developed its complex radio technology on its timeline and with its existing resources \\u2014 \\u201cabsent CesiumAstro\\u2019s technical diagrams and specifications (to which Luther had access).\\u201d<\\/p>\\n<p class=\\\"p1\\\">\\u201cWith only a few employees and $5 million in investor funding, [AnySignal] would not even be in the same orbit as CesiumAstro, which has spent tens of millions of dollars working with (now) 170 employees for seven years to develop its technologies,\\u201d the suit says. &#8220;But with Luther\\u2019s help, AnySignal has launched to directly compete with CesiumAstro in the specialized space for software-defined radios.\\u201d<\\/p><div class=\\\"piano-inline-promo\\\"><\\/div>\\n<p class=\\\"p1\\\">Luther strongly denied all the allegations in two separate documents filed with the court on March 29; regarding the claim that he worked in concert with AnySignal, he says the allegation is \\u201cnot only false\\u2026but invented out of whole cloth.\\u201d (The response also denies Cesium\\u2019s claim that it is an \\u201cindustry leader.\\u201d)<\\/p>\\n<p>Cesium &#8220;does not cite any facts or evidence whatsoever linking Luther and any of AnySignal\\u2019s business efforts and the alleged evidence that [Cesium] does cite do not support [its] contentions,&#8221; Luther&#8217;s lawyer claims in the filing. He goes on to say that Cesium takes a &#8220;Grand Canyon-sized leap from the paltry, easily explainable evidence it cites to the remarkable allegation that Luther has been secretly assisting AnySignal and feeding them [Cesium&#8217;s] trade secrets without citing any evidence whatsoever.&#8221;<\\/p>\\n<p class=\\\"p1\\\">El Segundo-based AnySignal was founded in May 2022 by Malsbury and COO Jeffrey Osborne, and emerged from stealth touting $5 million in seed funding last year. The company is developing a software-defined radio platform; Cesium\\u2019s lawsuit names it as a \\u201cdirect competitor.\\u201d In February, a month before the suit was filed, AnySignal announced it had landed a partnership with private space station developer Vast for an advanced communication system for Vast&#8217;s flagship station, Haven-1.<\\/p>\\n<p class=\\\"p1\\\">The suit was filed in Western District of Texas under no. 1:24-cv-314.<\\/p>\\n<p><iframe class=\\\"embed-iframe\\\" style=\\\"border: 1px solid #aaa; width: 100%; height: calc(100vh - 100px);\\\" title=\\\"CesiumAstro v Luther:AnySignal (Hosted by DocumentCloud)\\\" src=\\\"https:\\/\\/embed.documentcloud.org\\/documents\\/24559336-cesiumastro-v-lutheranysignal\\/?embed=1&amp;responsive=1&amp;title=1\\\" width=\\\"700\\\" height=\\\"905\\\" sandbox=\\\"allow-scripts allow-same-origin allow-popups allow-forms allow-popups-to-escape-sandbox\\\"><\\/iframe><br \\/>\\n<iframe class=\\\"embed-iframe\\\" style=\\\"border: 1px solid #aaa; width: 100%; height: calc(100vh - 100px);\\\" title=\\\"Luther's answer to Cesium complaint (Hosted by DocumentCloud)\\\" src=\\\"https:\\/\\/embed.documentcloud.org\\/documents\\/24559337-luthers-answer-to-cesium-complaint\\/?embed=1&amp;responsive=1&amp;title=1\\\" width=\\\"700\\\" height=\\\"905\\\" sandbox=\\\"allow-scripts allow-same-origin allow-popups allow-forms allow-popups-to-escape-sandbox\\\"><\\/iframe><\\/p>\\n\",\"protected\":false},\"excerpt\":{\"rendered\":\"<p>CesiumAstro alleges in a newly filed lawsuit that a former executive disclosed trade secrets and confidential information about sensitive tech, investors and customers to a competing startup. Austin-based Cesium develops active-phased array and software-defined radio systems for spacecraft, missiles and drones. While phased-array antenna systems have been used on satellites for decades, Cesium has considerably [&hellip;]<\\/p>\\n\",\"protected\":false},\"author\":133574433,\"featured_media\":2694376,\"comment_status\":\"open\",\"ping_status\":\"closed\",\"sticky\":false,\"template\":\"\",\"format\":\"standard\",\"meta\":{\"amp_status\":\"\",\"relegenceEntities\":[],\"relegenceSubjects\":[],\"carmot_uuid\":\"24f5a72f-c330-363a-96df-a28323b594b1\",\"_jetpack_memberships_contains_paid_content\":false,\"apple_news_api_created_at\":\"2024-04-19T21:57:18Z\",\"apple_news_api_id\":\"5575619f-17a2-4de8-8a6d-20ba14b8d43d\",\"apple_news_api_modified_at\":\"2024-04-19T23:09:38Z\",\"apple_news_api_revision\":\"AAAAAAAAAAAAAAAAAAAAAg==\",\"apple_news_api_share_url\":\"https:\\/\\/apple.news\\/AVXVhnxeiTeiKbSC6FLjUPQ\",\"apple_news_coverimage\":0,\"apple_news_coverimage_caption\":\"\",\"apple_news_is_hidden\":false,\"apple_news_is_paid\":false,\"apple_news_is_preview\":false,\"apple_news_is_sponsored\":false,\"apple_news_maturity_rating\":\"\",\"apple_news_metadata\":\"\\\"\\\"\",\"apple_news_pullquote\":\"\",\"apple_news_pullquote_position\":\"\",\"apple_news_slug\":\"\",\"apple_news_sections\":\"\\\"\\\"\",\"apple_news_suppress_video_url\":false,\"apple_news_use_image_component\":false,\"footnotes\":\"\"},\"categories\":[174],\"tags\":[577242889,577242888,35630],\"crunchbase_tag\":[],\"tc_stories_tax\":[],\"tc_ec_category\":[],\"tc_event\":[],\"tc_regions_tax\":[],\"yoast_head\":\"<!-- This site is optimized with the Yoast SEO Premium plugin v20.2.1 (Yoast SEO v20.2.1) - https:\\/\\/yoast.com\\/wordpress\\/plugins\\/seo\\/ -->\\n<title>CesiumAstro claims former exec spilled trade secrets to upstart competitor AnySignal | TechCrunch<\\/title>\\n<meta name=\\\"description\\\" content=\\\"CesiumAstro alleges in a newly filed lawsuit that a former executive disclosed trade secrets and confidential information about sensitive tech, investors\\\" \\/>\\n<link rel=\\\"canonical\\\" href=\\\"https:\\/\\/techcrunch.com\\/2024\\/04\\/19\\/cesiumastro-claims-former-exec-spilled-trade-secrets-to-upstart-competitor-anysignal\\/\\\" \\/>\\n<meta property=\\\"og:locale\\\" content=\\\"en_US\\\" \\/>\\n<meta property=\\\"og:type\\\" content=\\\"article\\\" \\/>\\n<meta property=\\\"og:title\\\" content=\\\"CesiumAstro claims former exec spilled trade secrets to upstart competitor AnySignal | TechCrunch\\\" \\/>\\n<meta property=\\\"og:description\\\" content=\\\"CesiumAstro alleges in a newly filed lawsuit that a former executive disclosed trade secrets and confidential information about sensitive tech, investors\\\" \\/>\\n<meta property=\\\"og:url\\\" content=\\\"https:\\/\\/techcrunch.com\\/2024\\/04\\/19\\/cesiumastro-claims-former-exec-spilled-trade-secrets-to-upstart-competitor-anysignal\\/\\\" \\/>\\n<meta property=\\\"og:site_name\\\" content=\\\"TechCrunch\\\" \\/>\\n<meta property=\\\"article:publisher\\\" content=\\\"https:\\/\\/www.facebook.com\\/techcrunch\\\" \\/>\\n<meta property=\\\"article:published_time\\\" content=\\\"2024-04-19T21:57:12+00:00\\\" \\/>\\n<meta property=\\\"article:modified_time\\\" content=\\\"2024-04-19T23:09:34+00:00\\\" \\/>\\n<meta property=\\\"og:image\\\" content=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2024\\/04\\/cesiumastro.png?resize=1200,803\\\" \\/>\\n\\t<meta property=\\\"og:image:width\\\" content=\\\"1200\\\" \\/>\\n\\t<meta property=\\\"og:image:height\\\" content=\\\"803\\\" \\/>\\n\\t<meta 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News, the a16z-funded Twitter alternative, is shutting down\"},\"content\":{\"rendered\":\"<p id=\\\"speakable-summary\\\">Post News, a microblogging site that emerged in the days after Elon Musk&#8217;s Twitter acquisition, is shutting down <a href=\\\"https:\\/\\/techcrunch.com\\/2023\\/04\\/03\\/post-a-twitter-alternative-that-pays-publishers-via-microtransactions-launches-public-beta\\/\\\">just a year and a half after launching in beta<\\/a>.<\\/p>\\n<p>Founder Noam Bardin, previously CEO of Waze, broke the news<a href=\\\"https:\\/\\/post.news\\/@\\/noam\\/2fJw4PYRFjya343RpiToiyEQr0x\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\"> in a post<\\/a> on Friday.<\\/p>\\n<p>&#8220;At the end of the day, our service is not growing fast enough to become a real business or a significant platform,&#8221; Bardin said. &#8220;A consumer business, at its core, needs to show rapid consumer adoption and we have not managed to find the right product combination to make it happen.&#8221;<\\/p>\\n<p>Post was backed by Andreessen Horowitz and Scott Galloway, an NYU professor and tech commentator, but the platform never disclosed how much it raised. Silicon Valley journalist Kara Swisher was an adviser to the company.<\\/p>\\n<div class=\\\"embed breakout embed-oembed embed--techcrunch\\\">\\n<blockquote class=\\\"wp-embedded-content\\\" data-secret=\\\"ksToscraze\\\"><p><a href=\\\"https:\\/\\/techcrunch.com\\/2022\\/11\\/28\\/post-news-twitter-alternative-a16z\\/\\\">Post News, a Twitter alternative, gets funding from a16z<\\/a><\\/p><\\/blockquote>\\n<p><iframe class=\\\"wp-embedded-content\\\" sandbox=\\\"allow-scripts\\\" security=\\\"restricted\\\" style=\\\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\\\" title=\\\"&#8220;Post News, a Twitter alternative, gets funding from a16z&#8221; &#8212; TechCrunch\\\" src=\\\"https:\\/\\/techcrunch.com\\/2022\\/11\\/28\\/post-news-twitter-alternative-a16z\\/embed\\/#?secret=Spz7AdkdqH#?secret=ksToscraze\\\" data-secret=\\\"ksToscraze\\\" width=\\\"800\\\" height=\\\"450\\\" frameborder=\\\"0\\\" marginwidth=\\\"0\\\" marginheight=\\\"0\\\" scrolling=\\\"no\\\"><\\/iframe><\\/div>\\n<p>Post&#8217;s strategy was to harness Twitter&#8217;s reputation as a virtual watercooler for journalists, then build on that further by creating a new way for publishers and writers to monetize. Instead of subscribing to various different publications, Post users could purchase individual articles from certain partner outlets.<\\/p>\\n<p>Despite Post&#8217;s closure, Bardin said he thinks that the company proved something about the different ways in which digital news outlets can monetize. He wrote that Post &#8220;validated many theories around micropayments and consumers\\u2019 willingness to purchase individual articles.&#8221; The platform also allowed users to tip writers for their work.<\\/p><div class=\\\"piano-inline-promo\\\"><\\/div>\\n<p>Bardin is right that the media landscape is changing. There are more independent and worker-owned publications than ever, hosted on tech platforms like Substack, Beehiiv and Ghost. But perhaps it was too soon to try to capture this nascent movement in a social platform.<\\/p>\\n<p>Around the same time that Post sprung up, a number of other Twitter alternatives threw their hat into the ring to capture the population of users who would be dissatisfied with Musk&#8217;s ownership decisions. Post managed to hang in there for more than a year after launch, but it&#8217;s not the only new microblogging site that&#8217;s folded. <a href=\\\"https:\\/\\/techcrunch.com\\/2023\\/10\\/24\\/pebble-the-twitter-alternative-previously-known-as-t2-is-closing-down\\/\\\">Pebble<\\/a>, also known as T2, shut down in October.<\\/p>\\n<p>As we knew all along, social media is a tough business \\u2014 and even if users flock to your site for a fleeting moment, that doesn&#8217;t mean they&#8217;ll stick around.<\\/p>\\n<div class=\\\"embed breakout embed-oembed embed--techcrunch\\\">\\n<blockquote class=\\\"wp-embedded-content\\\" data-secret=\\\"HqiBB0e750\\\"><p><a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/04\\/17\\/airchat-the-buzzy-new-social-app-could-be-great-or-it-could-succumb-to-the-same-fate-as-clubhouse\\/\\\">AirChat, the buzzy new social app, could be great &#8212; or, it could succumb to the same fate as Clubhouse<\\/a><\\/p><\\/blockquote>\\n<p><iframe class=\\\"wp-embedded-content\\\" sandbox=\\\"allow-scripts\\\" security=\\\"restricted\\\" style=\\\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\\\" title=\\\"&#8220;AirChat, the buzzy new social app, could be great &#8212; or, it could succumb to the same fate as Clubhouse&#8221; &#8212; TechCrunch\\\" src=\\\"https:\\/\\/techcrunch.com\\/2024\\/04\\/17\\/airchat-the-buzzy-new-social-app-could-be-great-or-it-could-succumb-to-the-same-fate-as-clubhouse\\/embed\\/#?secret=idTQQ5V2lw#?secret=HqiBB0e750\\\" data-secret=\\\"HqiBB0e750\\\" width=\\\"800\\\" height=\\\"450\\\" frameborder=\\\"0\\\" marginwidth=\\\"0\\\" marginheight=\\\"0\\\" scrolling=\\\"no\\\"><\\/iframe><\\/div>\\n\",\"protected\":false},\"excerpt\":{\"rendered\":\"<p>Post was backed by Andreessen Horowitz and Scott Galloway, an NYU professor and tech commentator, but the platform never disclosed how much it 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recalls the Cybertruck for faulty accelerator pedals that can get stuck\"},\"content\":{\"rendered\":\"<p id=\\\"speakable-summary\\\">Tesla is recalling all 3,878 Cybertrucks that it has shipped to date, due to a problem where the accelerator pedal can get stuck, putting drivers at risk of a crash, <a href=\\\"https:\\/\\/www.nhtsa.gov\\/vehicle\\/2024\\/TESLA\\/CYBERTRUCK#recalls\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">according<\\/a> to the National Highway Traffic Safety Administration.<\\/p>\\n<p>The recall caps a tumultuous week for Tesla. The company laid off more than 10% of its workforce on Monday, and lost <a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/04\\/15\\/tesla-layoffs-workers-sales-cybertruck-cuts\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">two of its highest-ranking executives<\\/a>. A few days later, Tesla asked shareholders to <a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/04\\/17\\/tesla-x-advertising-musk-stock-package-delware-texas\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">re-vote<\\/a> on CEO Elon Musk&#8217;s massive compensation package that was struck down by a judge earlier this year.<\\/p>\\n<p>Reports of problems with the Cybertruck&#8217;s accelerator pedal <a href=\\\"https:\\/\\/insideevs.com\\/news\\/716031\\/tesla-cybertruck-stuck-accelerator-pedal\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">started<\\/a> <a href=\\\"https:\\/\\/www.roadandtrack.com\\/news\\/a60512399\\/tesla-cybertruck-stuck-pedal-nhtsa\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">popping<\\/a> up in the last few weeks. Tesla even <a href=\\\"https:\\/\\/www.theverge.com\\/2024\\/4\\/15\\/24131237\\/tesla-delivery-delay-accelerator-pedal-stuck\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">reportedly paused deliveries<\\/a> of the truck while it sorted out the issue. Musk said in a post on X that Tesla was &#8220;being very cautious&#8221; and the company reported to NHTSA that it was not aware of any crashes or injuries related to the problem.<\\/p>\\n<p>The company has now confirmed to NHTSA that the pedal can dislodge, making it possible for it to slide up and get caught in the trim around the footwell.<\\/p>\\n<p>Tesla said it first received a notice of one of these accelerator pedal incidents from a customer on March 31, and then a second one on April 3. After performing a series of tests, it decided on April 12 to issue a recall after determining that &#8220;[a]n unapproved change introduced lubricant (soap) to aid in the component assembly of the pad onto the accelerator pedal,&#8221; and that &#8220;[r]esidual lubricant reduced the retention of the pad to the pedal.&#8221;<\\/p>\\n<p>Tesla says it will replace or rework the accelerator pedal on all existing Cybertrucks. It also told NHTSA that it has started building Cybertrucks with a new accelerator pedal, and that it&#8217;s fixing the vehicles that are in transit or sitting at delivery centers.<\\/p>\\n<p>While the Cybertruck only first started shipping late last year, this is not the vehicle&#8217;s first recall. But the initial one was minor: Earlier this year, Tesla recalled the software on all of its vehicles because the font sizes of its warning lights <a href=\\\"https:\\/\\/www.usatoday.com\\/story\\/money\\/cars\\/recalls\\/2024\\/02\\/02\\/tesla-recall-font-size-warning-lights\\/72447967007\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">were too small<\\/a>. The company unveiled the truck <a href=\\\"https:\\/\\/techcrunch.com\\/2019\\/11\\/21\\/behold-the-tesla-cybertruck-is-here\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">back in 2019<\\/a>.<\\/p><div class=\\\"piano-inline-promo\\\"><\\/div>\\n\",\"protected\":false},\"excerpt\":{\"rendered\":\"<p>Tesla is recalling all 3,878 Cybertrucks that it has shipped to date, due to a problem where the accelerator pedal can get stuck, putting drivers at risk of a crash, according to the National Highway Traffic Safety Administration. The recall caps a tumultuous week for Tesla. 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Android phone could have stalkerware \\u2014 here&#8217;s how to remove it\"},\"content\":{\"rendered\":\"<p id=\\\"speakable-summary\\\"><span class=\\\"featured__span-first-words\\\">Consumer-grade spyware apps<\\/span> that covertly and continually monitor your private messages, photos, phone calls and real-time location are a growing problem for Android users.<\\/p>\\n<p>This guide can help you identify and remove common surveillance apps from your Android phone, including <a href=\\\"https:\\/\\/techcrunch.com\\/2022\\/10\\/26\\/inside-thetruthspy-stalkerware\\/\\\">TheTruthSpy<\\/a>, <a href=\\\"https:\\/\\/techcrunch.com\\/2020\\/02\\/20\\/kidsguard-spyware-app-phones\\/\\\">KidsGuard<\\/a> and <a href=\\\"https:\\/\\/techcrunch.com\\/tag\\/stalkerware\\/\\\">other apps<\\/a>.<\\/p>\\n<p>\\t<div class=\\\"article-block block--callout block--right\\\" >\\n\\t\\t<h4 class=\\\"block--callout__title\\\">READ OUR EXCLUSIVE INVESTIGATION<\\/h4>\\n\\t\\t\\n<ul>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2023\\/07\\/20\\/thetruthspy-stalkerware-forged-passports-millions\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Fake passports, real bank accounts: How TheTruthSpy spyware made its millions<\\/a><\\/li>\\n<\\/ul>\\n\\t<\\/div>\\n\\t<\\/p>\\n<p>Consumer-grade spyware apps are frequently sold under the guise of child monitoring or family-tracking software, but are referred to as \\u201cstalkerware\\u201d and &#8220;spouseware&#8221; for their ability to also track and monitor partners or spouses without their consent. These spyware apps are <a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/02\\/07\\/google-starts-blocking-users-from-sideloading-certain-apps-in-singapore\\/\\\">downloaded from outside<\\/a> of Google Play\\u2019s app store, planted on a phone without a person\\u2019s permission and often disappear from the home screen to avoid detection.<\\/p>\\n<p>Stalkerware apps rely on abusing in-built Android features that are typically used by companies to remotely manage their employees&#8217; work phones or use Android&#8217;s accessibility mode to snoop on someone&#8217;s device.<\\/p>\\n<p>You may notice your phone acting unusually, running warmer or slower than usual, or using large amounts of network data, even when you are not actively using it.<\\/p>\\n<p>Checking to see if your Android device is compromised can be done quickly and easily.<\\/p>\\n<h2>Before you start<\\/h2>\\n<p>It&#8217;s important to have a safety plan in place and trusted support if you need it. Keep in mind that removing the spyware from your phone will likely alert the person who planted it, which could create an unsafe situation. The <a href=\\\"https:\\/\\/stopstalkerware.org\\/information-for-survivors\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Coalition Against Stalkerware<\\/a> offers advice and guidance for victims and survivors of stalkerware.<\\/p>\\n<p>Note that this guide only helps you to identify and remove spyware apps, it does not delete the data that was already collected and uploaded to its servers. Also, some versions of Android may have slightly different menu options. As is standard with any advice, you follow these steps at your own risk.<\\/p>\\n<h2>Check your Google Play Protect settings<\\/h2>\\n<p><div id=\\\"attachment_2694162\\\" style=\\\"width: 1034px\\\" class=\\\"wp-caption aligncenter\\\"><img fetchpriority=\\\"high\\\" decoding=\\\"async\\\" aria-describedby=\\\"caption-attachment-2694162\\\" class=\\\"breakout wp-image-2694162 size-full\\\" src=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg\\\" alt=\\\"Three screenshots side-by-side showing Play Protect with scanning switched off, then the Protect Play Settings with all of the toggles switched on, and the third screenshot showing Google Play Protect enabled and showing &quot;No harmful apps found,&quot; featuring a &quot;scan&quot; button to check for potentially malicious apps.\\\" width=\\\"1024\\\" height=\\\"599\\\" srcset=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg 2190w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=150,88 150w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=300,175 300w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=768,449 768w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=680,397 680w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=1536,898 1536w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=2048,1197 2048w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=1200,701 1200w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-google-play-protect-final.jpeg?resize=50,29 50w\\\" sizes=\\\"(max-width: 1024px) 100vw, 1024px\\\" \\/><p id=\\\"caption-attachment-2694162\\\" class=\\\"wp-caption-text\\\">Make sure Google Play Protect, a security feature in Android phones, is enabled.\\u00a0<strong>Image Credits: <\\/strong>TechCrunch<\\/p><\\/div><\\/p>\\n<p>Google Play Protect is <a href=\\\"https:\\/\\/techcrunch.com\\/2023\\/11\\/04\\/google-play-android-real-time-app-scanning-sideload-apps\\/\\\">one of the best safeguards to protect against malicious Android apps<\\/a> by screening apps downloaded from Google&#8217;s app store and outside sources for signs of potentially malicious activity. Those protections stop working when Play Protect is switched off. It&#8217;s important to ensure that Play Protect is switched on to ensure that it&#8217;s working and scanning for malicious apps.<\\/p>\\n<p>You can check that Play Protect is enabled through the Play Store app settings. You also can scan for harmful apps, if a scan hasn&#8217;t been done already.<\\/p>\\n<h2>Check if accessibility services have been tampered with<\\/h2>\\n<p>Stalkerware relies on deep access to your device to access the data, and is known to abuse Android&#8217;s accessibility mode which, by design, requires broader access to the operating system and your data for screen readers and other accessibility features to work.<\\/p>\\n<p>Android users who do not use accessibility apps or features should not see any apps in their Android settings.<\\/p>\\n<p>If you do not recognize a downloaded service in the Accessibility options, you may want to switch it off in the settings and remove the app. Some stalkerware apps are disguised as ordinary looking apps and are often called \\u201cAccessibility,\\u201d \\u201cDevice Health,\\u201d &#8220;System Service&#8221; or other innocuous-sounding names.<\\/p>\\n<p><div id=\\\"attachment_2694163\\\" style=\\\"width: 1465px\\\" class=\\\"wp-caption aligncenter\\\"><img decoding=\\\"async\\\" aria-describedby=\\\"caption-attachment-2694163\\\" class=\\\"breakout wp-image-2694163 size-full\\\" src=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg\\\" alt=\\\"Two screenshots side-by-side showing an app called KidsGuard hijacking the accessibility feature in Android to snoop on unsuspecting users. The second screenshot shows three stalkerware apps \\u2014 called Accessibility, KidsGuard, and System Service \\u2014 all switched to 'off' so that they are no longer actively functioning.\\\" width=\\\"1455\\\" height=\\\"1041\\\" srcset=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg 1455w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg?resize=150,107 150w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg?resize=300,215 300w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg?resize=768,549 768w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg?resize=680,487 680w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg?resize=1200,859 1200w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-accessibility-final.jpeg?resize=50,36 50w\\\" sizes=\\\"(max-width: 1455px) 100vw, 1455px\\\" \\/><p id=\\\"caption-attachment-2694163\\\" class=\\\"wp-caption-text\\\">Android spyware often abuses in-built accessibility features. <strong>Image Credits: <\\/strong>TechCrunch<\\/p><\\/div><\\/p>\\n<h2>Check your notification access<\\/h2>\\n<p>Much like the accessibility features, Android also allows third-party apps to access and read your incoming notifications, such as allowing smart speakers to read alerts out loud or your car to display notifications on its dashboard. Granting notification access to a stalkerware app allows for persistent surveillance of your notifications, which includes message and other alerts.<\\/p>\\n<p>You can check which apps have access to your notifications by checking your Android notification access settings under Special app access. Some of these apps you may recognize, like Android Auto. You can switch off notification access for any app that you do not recognize.<\\/p>\\n<p><div id=\\\"attachment_2694164\\\" style=\\\"width: 1034px\\\" class=\\\"wp-caption aligncenter\\\"><img decoding=\\\"async\\\" aria-describedby=\\\"caption-attachment-2694164\\\" class=\\\"breakout size-full wp-image-2694164\\\" src=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg\\\" alt=\\\"Three screenshots side-by-side, one showing how to switch off notification access in Android settings, followed by a screenshot of a stalkerware app called &quot;System Service&quot; switched off, and the third showing a list of apps under the Notification access in Settings as all showing &quot;not allowed.&quot;\\\" width=\\\"1024\\\" height=\\\"506\\\" srcset=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg 2190w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=150,74 150w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=300,148 300w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=768,379 768w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=680,336 680w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=1536,759 1536w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=2048,1012 2048w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=1200,593 1200w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-notification-access-final.jpeg?resize=50,25 50w\\\" sizes=\\\"(max-width: 1024px) 100vw, 1024px\\\" \\/><p id=\\\"caption-attachment-2694164\\\" class=\\\"wp-caption-text\\\">Spyware taps into notifications access to read user messages and other alerts. <strong>Image Credits: <\\/strong>TechCrunch<\\/p><\\/div><\\/p>\\n<h2>Check if a device admin app has been installed<\\/h2>\\n<p>Other features commonly abused by stalkerware are Android&#8217;s device admin options, which have similar but even broader access to Android devices and users&#8217; data.<\\/p>\\n<p>Device admin options are usually used by companies to remotely manage their employees\\u2019 phones, such as wiping the phone in the event of device theft to prevent data loss. But these features also allow stalkerware apps to snoop on the Android display and the device&#8217;s data.<\\/p>\\n<p><div id=\\\"attachment_2694165\\\" style=\\\"width: 710px\\\" class=\\\"wp-caption aligncenter\\\"><img decoding=\\\"async\\\" aria-describedby=\\\"caption-attachment-2694165\\\" class=\\\"wp-image-2694165\\\" src=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg\\\" alt=\\\"Two screenshots side-by-side, with one showing a dodgy-looking &quot;Security Settings&quot; app with full admin control over the Android device in question, allowing it to &quot;erase all data&quot; and &quot;lock the screen.&quot; The second screenshot shows the currently installed device admin apps as all showing as switched off.\\\" width=\\\"700\\\" height=\\\"616\\\" srcset=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg 1455w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg?resize=150,132 150w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg?resize=300,264 300w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg?resize=768,676 768w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg?resize=680,598 680w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg?resize=1200,1056 1200w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-device-admin-final.jpeg?resize=50,44 50w\\\" sizes=\\\"(max-width: 700px) 100vw, 700px\\\" \\/><p id=\\\"caption-attachment-2694165\\\" class=\\\"wp-caption-text\\\">An unrecognized item in your device admin app settings is a common indicator of phone compromise. <strong>Image Credits: <\\/strong>TechCrunch<\\/p><\\/div><\\/p>\\n<p>You can find the device admin app settings in Settings under Security.<\\/p>\\n<p>Most people won\\u2019t have a device admin app on their personal phone, so be aware if you see an app that you don\\u2019t recognize, named something similarly obscure and vague like \\u201cSystem Service,\\u201d \\u201cDevice Health\\u201d or \\u201cDevice Admin.\\u201d<\\/p>\\n<h2>Check the apps to uninstall<\\/h2>\\n<p>You may not see a home screen icon for any of these stalkerware apps, but they will still appear in your Android device\\u2019s app list.<\\/p>\\n<p>You can view all of the installed apps in Android&#8217;s settings. Look for apps and icons that you don&#8217;t recognize. These apps may also show as having broad access to your calendar, call logs, camera, contacts and location data.<\\/p>\\n<p><div id=\\\"attachment_2694166\\\" style=\\\"width: 1034px\\\" class=\\\"wp-caption aligncenter\\\"><img decoding=\\\"async\\\" aria-describedby=\\\"caption-attachment-2694166\\\" class=\\\"breakout size-full wp-image-2694166\\\" src=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg\\\" alt=\\\"Three screenshots side-by-side, all showing three stalkerware apps disguised as regular, ordinary apps \\u2014 one called &quot;Device Health,&quot; another called &quot;KidsGuard&quot; and a third called &quot;System Service.&quot; All of these apps have overly broad access permissions to a user's data.\\\" width=\\\"1024\\\" height=\\\"516\\\" srcset=\\\"https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg 2189w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=150,76 150w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=300,151 300w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=768,387 768w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=680,342 680w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=1536,773 1536w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=2048,1031 2048w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=1200,604 1200w, https:\\/\\/techcrunch.com\\/wp-content\\/uploads\\/2022\\/02\\/stalkerware-remove-apps-LEGACY.jpeg?resize=50,25 50w\\\" sizes=\\\"(max-width: 1024px) 100vw, 1024px\\\" \\/><p id=\\\"caption-attachment-2694166\\\" class=\\\"wp-caption-text\\\">Spyware apps are designed to blend in with generic-looking names and icons. <strong>Image Credits: <\\/strong>TechCrunch<\\/p><\\/div><\\/p>\\n<p>Force stopping and uninstalling a stalkerware app will likely alert the person who planted the stalkerware that the app no longer works.<\\/p>\\n<h2>Secure your device<\\/h2>\\n<p>If stalkerware was planted on your phone, there is a good chance that your phone was unlocked, unprotected or that your screen lock was guessed or learned. A stronger lock screen password can help to protect your phone from intruders. You should also protect email and other online accounts using <a href=\\\"https:\\/\\/techcrunch.com\\/2018\\/12\\/25\\/cybersecurity-101-guide-two-factor\\/\\\">two-factor authentication<\\/a> wherever possible.<\\/p>\\n<hr \\/>\\n<p><em>If you or someone you know needs help, the National Domestic Violence Hotline (1-800-799-7233) provides 24\\/7 free, confidential support to victims of domestic abuse and violence. If you are in an emergency situation, call 911. The <a href=\\\"https:\\/\\/stopstalkerware.org\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Coalition Against Stalkerware<\\/a> has resources if you think your phone has been compromised by spyware.<\\/em><\\/p>\\n<hr \\/>\\n<p><strong>Read more on TechCrunch:<\\/strong><\\/p>\\n<ul>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2022\\/08\\/17\\/thetruthspy-spyware-lookup-tool\\/\\\">TechCrunch launches TheTruthSpy spyware lookup tool<\\/a><\\/li>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2022\\/02\\/22\\/stalkerware-network-spilling-data\\/\\\">Behind the stalkerware network spilling the private phone data of hundreds of thousands<\\/a><\\/li>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/02\\/02\\/phonespector-highster-stalkerware-shut-down\\/\\\">Stalkerware apps PhoneSpector and Highster appear shut down after NY settlement<\\/a><\\/li>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2020\\/02\\/20\\/kidsguard-remove-stalkerware\\/\\\">How to identify and remove KidsGuard \\u2018stalkerware\\u2019 from your phone<\\/a><\\/li>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2023\\/07\\/24\\/spyhide-stalkerware-android\\/\\\">Spyhide stalkerware is spying on tens of thousands of phones<\\/a><\\/li>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2024\\/02\\/12\\/new-thetruthspy-stalkerware-victims-is-your-android-device-compromised\\/\\\">Hackers uncover new TheTruthSpy stalkerware victims<\\/a><\\/li>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2022\\/10\\/26\\/inside-thetruthspy-stalkerware\\/\\\">Inside TheTruthSpy, the stalkerware network spying on thousands<\\/a><\\/li>\\n<li><a href=\\\"https:\\/\\/techcrunch.com\\/2022\\/12\\/17\\/support-king-ftc-spytrac\\/\\\">Support King, banned by FTC, linked to new phone spying operation<\\/a><\\/li>\\n<\\/ul>\\n\",\"protected\":false},\"excerpt\":{\"rendered\":\"<p>This simple guide helps you identify and remove common consumer-grade spyware apps from your Android phone.<\\/p>\\n\",\"protected\":false},\"author\":133574210,\"featured_media\":2274943,\"comment_status\":\"open\",\"ping_status\":\"closed\",\"sticky\":false,\"template\":\"\",\"format\":\"standard\",\"meta\":{\"amp_status\":\"\",\"relegenceEntities\":[],\"relegenceSubjects\":[],\"carmot_uuid\":\"d57c5860-93c0-3a70-bd64-7728a74dc3cc\",\"_jetpack_memberships_contains_paid_content\":false,\"apple_news_api_created_at\":\"2023-07-19T21:24:47Z\",\"apple_news_api_id\":\"49b57085-e62c-469e-8cd0-b300cd13baec\",\"apple_news_api_modified_at\":\"2024-04-19T21:18:33Z\",\"apple_news_api_revision\":\"AAAAAAAAAAAAAAAAAAAABw==\",\"apple_news_api_share_url\":\"https:\\/\\/apple.news\\/ASbVwheYsRp6M0LMAzRO67A\",\"apple_news_coverimage\":0,\"apple_news_coverimage_caption\":\"\",\"apple_news_is_hidden\":false,\"apple_news_is_paid\":false,\"apple_news_is_preview\":false,\"apple_news_is_sponsored\":false,\"apple_news_maturity_rating\":\"\",\"apple_news_metadata\":\"\\\"\\\"\",\"apple_news_pullquote\":\"\",\"apple_news_pullquote_position\":\"\",\"apple_news_slug\":\"\",\"apple_news_sections\":\"\\\"\\\"\",\"apple_news_suppress_video_url\":false,\"apple_news_use_image_component\":false,\"footnotes\":\"\"},\"categories\":[577030456,426637499,21587494],\"tags\":[641922,51751,32740565,5448,576780354,10717],\"crunchbase_tag\":[],\"tc_stories_tax\":[],\"tc_ec_category\":[],\"tc_event\":[],\"tc_regions_tax\":[],\"yoast_head\":\"<!-- This site is optimized with the Yoast SEO Premium plugin v20.2.1 (Yoast SEO v20.2.1) - 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+      "  <marfeel-inline initialization=\"inline\">\n",
+      "   <script data-mrf-handled=\"true\" type=\"application/json\">\n",
+      "    {\"actions\":{\"Events CTA\":{\"id\":\"IL_-dQR316VQ_OgKXwg7d4qPw\",\"placement\":\".marfeel-experience-event-cta\",\"content\":{\"type\":\"TextHTML\",\"url\":\"https://flowcards.mrf.io/transformer/marfeelwidgetexperienceengine.mrf.io?url=https%3A%2F%2Fmarfeelwidgetexperienceengine.mrf.io%2Fwidgetexperience%2Frender%3Fid%3DIL_-dQR316VQ_OgKXwg7d4qPw%26lang%3Den&tid=&exp=&shbl=hero-element-src,hero-element-height&vars=eid,IL_-dQR316VQ_OgKXwg7d4qPw,tch,0,etyp,inline,url,https%3A%2F%2Ftechcrunch.com%2Fvideo%2F,sid,1860&amp=false\"},\"strategy\":\"replace\",\"features\":{\"mode\":\"contextual\",\"removable\":true},\"selectors\":[{\"selector\":\".marfeel-experience-event-cta\",\"strategy\":\"replace\"}]},\"Inline CTA\":{\"id\":\"IL_9Ya1SXEPTIClaIg6u58rBA\",\"placement\":\".marfeel-experience-inline-cta\",\"content\":{\"type\":\"TextHTML\",\"url\":\"https://flowcards.mrf.io/transformer/marfeelwidgetexperienceengine.mrf.io?url=https%3A%2F%2Fmarfeelwidgetexperienceengine.mrf.io%2Fwidgetexperience%2Frender%3Fid%3DIL_9Ya1SXEPTIClaIg6u58rBA%26lang%3Den&tid=&exp=&shbl=hero-element-src,hero-element-height&vars=eid,IL_9Ya1SXEPTIClaIg6u58rBA,tch,0,etyp,inline,url,https%3A%2F%2Ftechcrunch.com%2Fvideo%2F,sid,1860&amp=false\"},\"strategy\":\"replace\",\"features\":{\"mode\":\"contextual\",\"removable\":true},\"selectors\":[{\"selector\":\".marfeel-experience-inline-cta\",\"strategy\":\"append\"}]},\"  Inline Recommender Below Article (default) new\":{\"id\":\"IL_8nkeFrcqQFaeQgQP4pis1Q\",\"placement\":\".marfeel-experience-recirculation-article-footer\",\"content\":{\"type\":\"TextHTML\",\"url\":\"https://flowcards.mrf.io/transformer/marfeelrecommenderexperienceengine.mrf.io?url=https%3A%2F%2Fmarfeelrecommenderexperienceengine.mrf.io%2Frecommenderexperience%2Frender%3Fid%3DIL_8nkeFrcqQFaeQgQP4pis1Q%26canonical_url%3Dhttps%3A%2F%2Ftechcrunch.com%2Fvideo%2F%26client_id%3D%26rfv%3D0&tid=&exp=&shbl=hero-element-src,hero-element-height&vars=eid,IL_8nkeFrcqQFaeQgQP4pis1Q,tch,0,etyp,inline,url,https%3A%2F%2Ftechcrunch.com%2Fvideo%2F,sid,1860&amp=false\"},\"strategy\":\"replace\",\"features\":{\"button\":{\"action\":\"setSnapPoint:hidden\"},\"mode\":\"modal\",\"removable\":true,\"transition\":\"scrollBounded\"},\"selectors\":[{\"selector\":\".marfeel-experience-recirculation-article-footer\",\"strategy\":\"replace\"}]},\"Bottom Banner — Disrupt 2024\":{\"id\":\"IL_-4CG0PJ5Q4WkdmCo0i_RhA\",\"placement\":\"body.home\",\"content\":{\"type\":\"TextHTML\",\"url\":\"https://flowcards.mrf.io/transformer/marfeelwidgetexperienceengine.mrf.io?url=https%3A%2F%2Fmarfeelwidgetexperienceengine.mrf.io%2Fwidgetexperience%2Frender%3Fid%3DIL_-4CG0PJ5Q4WkdmCo0i_RhA%26lang%3Den&tid=&exp=&shbl=hero-element-src,hero-element-height&vars=eid,IL_-4CG0PJ5Q4WkdmCo0i_RhA,tch,0,etyp,inline,url,https%3A%2F%2Ftechcrunch.com%2Fvideo%2F,sid,1860&amp=false\"},\"features\":{\"button\":{\"action\":\"setSnapPoint:hidden\"},\"mode\":\"modal\",\"removable\":true,\"transition\":\"scrollBounded\"},\"selectors\":[{\"selector\":\"body.home\",\"strategy\":\"append\"}]}}}\n",
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+      "  <iframe data-gtm-yt-inspected-8=\"true\" height=\"0\" src=\"https://www.google.com/recaptcha/api2/aframe\" style=\"display: none;\" width=\"0\">\n",
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+      "  <img alt=\"dot image pixel\" class=\"ywa-10000\" src=\"https://sp.analytics.yahoo.com/sp.pl?a=10000&amp;b=Videos%20%7C%20TechCrunch&amp;.yp=428726&amp;f=https%3A%2F%2Ftechcrunch.com%2Fvideo%2F&amp;enc=UTF-8&amp;gdpr=0&amp;isOathFirstParty=1&amp;us_privacy=1---&amp;yv=1.15.1&amp;et=custom&amp;ea=page%20view&amp;product_id=%2Fvideo%2F&amp;site=techcrunch&amp;tagmgr=gtm\" style=\"display: none;\"/>\n",
+      "  <img alt=\"dot image pixel\" class=\"ywa-10000\" src=\"https://sp.analytics.yahoo.com/sp.pl?a=10000&amp;b=Videos%20%7C%20TechCrunch&amp;.yp=428726&amp;f=https%3A%2F%2Ftechcrunch.com%2Fvideo%2F&amp;enc=UTF-8&amp;gdpr=0&amp;isOathFirstParty=1&amp;us_privacy=1---&amp;yv=1.15.1&amp;et=custom&amp;ea=page%20view&amp;product_id=%2Fvideo%2F&amp;site=techcrunch&amp;tagmgr=gtm\" style=\"display: none;\"/>\n",
+      "  <img alt=\"dot image pixel\" class=\"ywa-10000\" src=\"https://sp.analytics.yahoo.com/sp.pl?a=10000&amp;b=Videos%20%7C%20TechCrunch&amp;.yp=428726&amp;f=https%3A%2F%2Ftechcrunch.com%2Fvideo%2F&amp;enc=UTF-8&amp;gdpr=0&amp;isOathFirstParty=1&amp;us_privacy=1---&amp;yv=1.15.1&amp;et=custom&amp;ea=page%20view&amp;product_id=%2Fvideo%2F&amp;site=techcrunch&amp;tagmgr=gtm\" style=\"display: none;\"/>\n",
+      "  <img alt=\"dot image pixel\" class=\"ywa-10000\" src=\"https://sp.analytics.yahoo.com/sp.pl?a=10000&amp;b=Videos%20%7C%20TechCrunch&amp;.yp=428726&amp;f=https%3A%2F%2Ftechcrunch.com%2Fvideo%2F&amp;enc=UTF-8&amp;gdpr=0&amp;isOathFirstParty=1&amp;us_privacy=1---&amp;yv=1.15.1&amp;et=custom&amp;ea=page%20view&amp;product_id=%2Fvideo%2F&amp;site=techcrunch&amp;tagmgr=gtm\" style=\"display: none;\"/>\n",
+      "  <img alt=\"dot image pixel\" class=\"ywa-10000\" src=\"https://sp.analytics.yahoo.com/sp.pl?a=10000&amp;b=Videos%20%7C%20TechCrunch&amp;.yp=428726&amp;f=https%3A%2F%2Ftechcrunch.com%2Fvideo%2F&amp;enc=UTF-8&amp;gdpr=0&amp;isOathFirstParty=1&amp;us_privacy=1---&amp;yv=1.15.1&amp;et=custom&amp;ea=page%20view&amp;product_id=%2Fvideo%2F&amp;site=techcrunch&amp;tagmgr=gtm\" style=\"display: none;\"/>\n",
+      "  <img alt=\"dot image pixel\" class=\"ywa-10000\" src=\"https://sp.analytics.yahoo.com/sp.pl?a=10000&amp;b=Videos%20%7C%20TechCrunch&amp;.yp=428726&amp;f=https%3A%2F%2Ftechcrunch.com%2Fvideo%2F&amp;enc=UTF-8&amp;gdpr=0&amp;isOathFirstParty=1&amp;us_privacy=1---&amp;yv=1.15.1&amp;et=custom&amp;ea=page%20view&amp;product_id=%2Fvideo%2F&amp;site=techcrunch&amp;tagmgr=gtm\" style=\"display: none;\"/>\n",
+      " </body>\n",
+      "</html>\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(video_soup.prettify())  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "*Exercise*: Please extract the link, title, content, author, and time of the videos, combine the data into a pandas `DataFrame`, and save the output to a `.csv` file."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# write your codes here\n",
+    "video_list = video_soup.find_all('article', {'class':'post-block'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "160"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(video_list)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<article class=\"post-block post-block--video post-block--unread\"><footer class=\"post-block__footer\"><figure class=\"post-block__media\"><img alt=\"Putting Robots to Work\" sizes=\"(min-width: 1024px) 940px, 100vw\" src=\"https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1\" srcset=\"https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=240&amp;h=119&amp;crop=1 240w, https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=700&amp;h=346&amp;crop=1 700w, https://img.vidible.tv/prod/2022-07/21/62d97c9dc479402c705e2e03/62d97d189705b829759183f4_o_U_v1.jpg?w=940&amp;h=465&amp;crop=1 940w\"/><svg aria-labelledby=\"title\" class=\"icon icon--play icon--black\" version=\"1.1\" viewbox=\"0 0 20 20\"><title>play</title><path d=\"M4,0h2.2v19.5H4V0z M6.2,1.8h2.2v16H6.2V1.8z M8.3,3.5h2.2V16H8.3V3.5z M10.5,5.3h2.2v8.9h-2.2V5.3z M12.7,7.1h2.2v5.3h-2.2V7.1z M14.8,8.9H17v1.8h-2.2V8.9z\"></path></svg></figure></footer><header class=\"post-block__header\"><h2 class=\"post-block__title\"><a class=\"post-block__title__link\" href=\"/video/putting-robots-to-work-2/\">Putting Robots to Work</a></h2><div class=\"post-block__content\">We’ve seen the demos and the viral videos, but moving from research to real world is its own comp...</div><div class=\"post-block__meta\"><div class=\"river-byline\"><span class=\"river-byline__authors\"><span><a aria-label=\"Posts by TC Video\" href=\"/author/tc-video/\" rel=\"\">TC Video</a></span></span><div class=\"river-byline__full-date-time__wrapper\"><time class=\"river-byline__full-date-time\" datetime=\"2022-07-21T22:05:28\">6:05 AM GMT+8<span class=\"full-date-time__separator\">•</span>July 22, 2022</time></div></div></div></header></article>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "video_list[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/video/putting-robots-to-work-2/'"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "video_list[0].find('a').get('href')  #link"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Putting Robots to Work'"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "video_list[0].find('a').get_text()   #title"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'We’ve seen the demos and the viral videos, but moving from research to real world is its own comp...'"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "video_list[0].find('div', {'class':'post-block__content'}).get_text(strip=True)   #content"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'TC Video'"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "video_list[0].find('span', {'class':'river-byline__authors'}).get_text(strip=True)  #author"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'6:05 AM GMT+8•July 22, 2022'"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "video_list[0].time.get_text(strip=True)   #time"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>link</th>\n",
+       "      <th>title</th>\n",
+       "      <th>content</th>\n",
+       "      <th>author</th>\n",
+       "      <th>time</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>/video/putting-robots-to-work-2/</td>\n",
+       "      <td>Putting Robots to Work</td>\n",
+       "      <td>We’ve seen the demos and the viral videos, but...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>6:05 AM GMT+8•July 22, 2022</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>/video/shaping-robots-environments-and-people-...</td>\n",
+       "      <td>Shaping Robots, Environments, and People for H...</td>\n",
+       "      <td>As robots and AI begin to pervade everyday lif...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>5:40 AM GMT+8•July 22, 2022</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>/video/from-cage-to-stage-commercializing-ai-a...</td>\n",
+       "      <td>From Cage to Stage: Commercializing AI and Rob...</td>\n",
+       "      <td>What does it take to bring a robot or AI proce...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>5:10 AM GMT+8•July 22, 2022</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>/video/education-first/</td>\n",
+       "      <td>Education FIRST</td>\n",
+       "      <td>From the Segway to iBot to AutoSyringe, Dean K...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>4:35 AM GMT+8•July 22, 2022</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>/video/techcrunch-robotics-pitch-off/</td>\n",
+       "      <td>TechCrunch Robotics Pitch-off</td>\n",
+       "      <td>The industry’s brightest entrepreneurs will ta...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>4:10 AM GMT+8•July 22, 2022</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>155</th>\n",
+       "      <td>/unified-video/nox-audio-wifi-headset/</td>\n",
+       "      <td>Nox Audio Wifi Headset</td>\n",
+       "      <td>TechCrunch take a look at the Nox booth at E3 ...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>10:54 PM GMT+8•March 16, 2023</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>/unified-video/chris-sacca-on-the-investment-s...</td>\n",
+       "      <td>Chris Sacca on the Investment Sector</td>\n",
+       "      <td>In this Keen On episode, Chris Sacca tells And...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>10:54 PM GMT+8•March 16, 2023</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157</th>\n",
+       "      <td>/unified-video/j-dome-projector-screen/</td>\n",
+       "      <td>J Dome Projector Screen</td>\n",
+       "      <td>TechCrunch take a look at the J Dome, an immer...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>10:54 PM GMT+8•March 16, 2023</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158</th>\n",
+       "      <td>/unified-video/indiecade-e3-presentation/</td>\n",
+       "      <td>IndieCade E3 Presentation</td>\n",
+       "      <td>TechCrunch tries some of the indue games demon...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>10:54 PM GMT+8•March 16, 2023</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>159</th>\n",
+       "      <td>/unified-video/interview-with-firefox-and-ice-...</td>\n",
+       "      <td>Interview With \"Firefox\" and \"Ice Queen\"</td>\n",
+       "      <td>TechCrunch talk to the actors who work at the ...</td>\n",
+       "      <td>TC Video</td>\n",
+       "      <td>10:54 PM GMT+8•March 16, 2023</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>160 rows × 5 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                  link  \\\n",
+       "0                     /video/putting-robots-to-work-2/   \n",
+       "1    /video/shaping-robots-environments-and-people-...   \n",
+       "2    /video/from-cage-to-stage-commercializing-ai-a...   \n",
+       "3                              /video/education-first/   \n",
+       "4                /video/techcrunch-robotics-pitch-off/   \n",
+       "..                                                 ...   \n",
+       "155             /unified-video/nox-audio-wifi-headset/   \n",
+       "156  /unified-video/chris-sacca-on-the-investment-s...   \n",
+       "157            /unified-video/j-dome-projector-screen/   \n",
+       "158          /unified-video/indiecade-e3-presentation/   \n",
+       "159  /unified-video/interview-with-firefox-and-ice-...   \n",
+       "\n",
+       "                                                 title  \\\n",
+       "0                               Putting Robots to Work   \n",
+       "1    Shaping Robots, Environments, and People for H...   \n",
+       "2    From Cage to Stage: Commercializing AI and Rob...   \n",
+       "3                                      Education FIRST   \n",
+       "4                        TechCrunch Robotics Pitch-off   \n",
+       "..                                                 ...   \n",
+       "155                             Nox Audio Wifi Headset   \n",
+       "156               Chris Sacca on the Investment Sector   \n",
+       "157                            J Dome Projector Screen   \n",
+       "158                          IndieCade E3 Presentation   \n",
+       "159           Interview With \"Firefox\" and \"Ice Queen\"   \n",
+       "\n",
+       "                                               content    author  \\\n",
+       "0    We’ve seen the demos and the viral videos, but...  TC Video   \n",
+       "1    As robots and AI begin to pervade everyday lif...  TC Video   \n",
+       "2    What does it take to bring a robot or AI proce...  TC Video   \n",
+       "3    From the Segway to iBot to AutoSyringe, Dean K...  TC Video   \n",
+       "4    The industry’s brightest entrepreneurs will ta...  TC Video   \n",
+       "..                                                 ...       ...   \n",
+       "155  TechCrunch take a look at the Nox booth at E3 ...  TC Video   \n",
+       "156  In this Keen On episode, Chris Sacca tells And...  TC Video   \n",
+       "157  TechCrunch take a look at the J Dome, an immer...  TC Video   \n",
+       "158  TechCrunch tries some of the indue games demon...  TC Video   \n",
+       "159  TechCrunch talk to the actors who work at the ...  TC Video   \n",
+       "\n",
+       "                              time  \n",
+       "0      6:05 AM GMT+8•July 22, 2022  \n",
+       "1      5:40 AM GMT+8•July 22, 2022  \n",
+       "2      5:10 AM GMT+8•July 22, 2022  \n",
+       "3      4:35 AM GMT+8•July 22, 2022  \n",
+       "4      4:10 AM GMT+8•July 22, 2022  \n",
+       "..                             ...  \n",
+       "155  10:54 PM GMT+8•March 16, 2023  \n",
+       "156  10:54 PM GMT+8•March 16, 2023  \n",
+       "157  10:54 PM GMT+8•March 16, 2023  \n",
+       "158  10:54 PM GMT+8•March 16, 2023  \n",
+       "159  10:54 PM GMT+8•March 16, 2023  \n",
+       "\n",
+       "[160 rows x 5 columns]"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "\n",
+    "link_list = []\n",
+    "title_list = []\n",
+    "content_list = []\n",
+    "author_list = []\n",
+    "time_list = []\n",
+    "\n",
+    "for video in video_list:\n",
+    "    link_list.append(video.find('a').get('href'))\n",
+    "    title_list.append(video.find('a').get_text(strip=True))\n",
+    "    content_list.append(video.find('div',{'class': 'post-block__content'}).get_text(strip=True))\n",
+    "    author_list.append(video.find('span',{'class': 'river-byline__authors'}).get_text(strip=True))\n",
+    "    time_list.append(video.time.get_text())\n",
+    "video_list_df = pd.DataFrame({'link': link_list, 'title': title_list, 'content': content_list, 'author': author_list,'time': time_list })    \n",
+    "video_list_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "driver.quit()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "collapsed_sections": [],
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.13"
+  },
+  "vscode": {
+   "interpreter": {
+    "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/course_materials/Topic_6_Pandas_(with answers).ipynb b/course_materials/Topic_6_Pandas_(with answers).ipynb
new file mode 100644
index 0000000..3d6e2cd
--- /dev/null
+++ b/course_materials/Topic_6_Pandas_(with answers).ipynb	
@@ -0,0 +1,13790 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "cr_lUENJdGW1"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "\n",
+        "[Pandas](http://pandas.pydata.org/) is a Python library that provides data structures and functions for fast, easy, and expressive manipulation of *structured data*.\n",
+        "\n",
+        "\n",
+        "<img src=\"https://pandas.pydata.org/static/img/pandas.svg\"  width=\"380px\">\n",
+        "\n",
+        "- It provides two main data structures: the `Series` which holds a **1-dimensional sequence** of ***homogeneous*** values, and the `DataFrame`, which holds a ***tabular***, ***heterogeneous*** dataset.\n",
+        "\n",
+        "- It also contains a large number of functions and methods to manipulate and summarize `Series` and `DataFrame` objects.\n",
+        "\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 2,
+      "metadata": {
+        "id": "yU_LgG6WdGW2"
+      },
+      "outputs": [],
+      "source": [
+        "import pandas as pd  # abbreviated as pd conventionally"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 35
+        },
+        "id": "Uv3PBPdW8mU6",
+        "outputId": "bb76b304-b0df-418c-d9e1-ca819db08816"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "'2.0.3'"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "string"
+            }
+          },
+          "metadata": {},
+          "execution_count": 2
+        }
+      ],
+      "source": [
+        "pd.__version__"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "1pUM0xM48RWJ"
+      },
+      "source": [
+        "# 1 `Series` and `DataFrame`\n",
+        "\n",
+        "A [`DataFrame`](http://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html) represents a ***2-dimensional***, ***tabular*** data structure containing an ***ordered*** collection of columns, each of which can be a different value type (numeric, string, Boolean, etc.).\n",
+        "\n",
+        "Previously in web scraping, we have seen:\n",
+        "```python\n",
+        "lie_df = pd.DataFrame({'date': date_list, 'lie': lie_list, 'explanation': explanation_list, 'url': url_list})\n",
+        "```\n",
+        "\n",
+        "\n",
+        "A `DataFrame` can be thought of as a specialization of a Python dictionary. It maps names (i.e., column names or indcies) to a sequence of data series that share the same set of labels (i.e., row names or indices).\n",
+        "\n",
+        "\n",
+        "<img src=\"https://raw.githubusercontent.com/justinjiajia/img/master/python/DataFrame.png\" width=700/>\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "Let's build up the above `DataFrame` from scratch  based on this component view (column by column):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "Tu_Te5Ga8HXb",
+        "outputId": "fc65c8bb-a16d-4d87-f6f7-b27323cbfe42"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "0    Wan Chai\n",
+              "1       North\n",
+              "2    Sai Kung\n",
+              "3     Sha Tin\n",
+              "dtype: object"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "# https://pandas.pydata.org/docs/reference/api/pandas.Series.html\n",
+        "\n",
+        "# a Series can be thought of as a 1-dimensional array with attached labels\n",
+        "# a set of default indices, consisting of the integers 0 through n-1, are automatically attached\n",
+        "district_name = pd.Series(['Wan Chai', 'North', 'Sai Kung',  'Sha Tin'])\n",
+        "district_name"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "afo4Oh1ziCzs",
+        "outputId": "1dd3b6c3-0a3f-4e1f-a08f-2313582bdbe8"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "array(['Wan Chai', 'North', 'Sai Kung', 'Sha Tin'], dtype=object)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 4
+        }
+      ],
+      "source": [
+        "# Return Series as array\n",
+        "district_name.values"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "B8OMPSkv2Nu6"
+      },
+      "source": [
+        "`Array` is similar to `List`, but it requires all elements to be of the same data type. This characteristic is beneficial for certain operations, especially those that are mathematically intensive, as it allows for more efficient data processing."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "Im-OAkGQiJnc",
+        "outputId": "2b34d92b-3761-49ec-bc9a-a60080774b9d"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "RangeIndex(start=0, stop=4, step=1)"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 5
+        }
+      ],
+      "source": [
+        "# Return the index of the Series.\n",
+        "district_name.index"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "hp7S6BsD279f",
+        "outputId": "3aad52f1-afca-4817-df33-c77c5764d294"
+      },
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "[0, 1, 2, 3]"
+            ]
+          },
+          "execution_count": 11,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "list(district_name.index)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "65HQ7NA-8HXc",
+        "outputId": "0520f329-f831-4294-aa21-dfdb58a0971d"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "0    150900\n",
+              "1    310800\n",
+              "2    448600\n",
+              "3    648200\n",
+              "dtype: int64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ],
+      "source": [
+        "district_population = pd.Series([150900, 310800, 448600, 648200])\n",
+        "district_population"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "C4CTdE0Z8HXc",
+        "outputId": "87cb7bec-8851-434d-8c84-d49459a74c31"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "0      9.83\n",
+              "1    136.61\n",
+              "2    129.65\n",
+              "3     68.71\n",
+              "dtype: float64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ],
+      "source": [
+        "district_area = pd.Series([9.83, 136.61, 129.65, 68.71])\n",
+        "district_area"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "B7w5X4KR8HXd",
+        "outputId": "cbcd4762-d979-4b6a-f689-6f880a43a70b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "   District  Population    Area\n",
+              "0  Wan Chai      150900    9.83\n",
+              "1     North      310800  136.61\n",
+              "2  Sai Kung      448600  129.65\n",
+              "3   Sha Tin      648200   68.71"
+            ],
+            "text/html": [
+              "\n",
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+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>District</th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
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+              "      <th>0</th>\n",
+              "      <td>Wan Chai</td>\n",
+              "      <td>150900</td>\n",
+              "      <td>9.83</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>North</td>\n",
+              "      <td>310800</td>\n",
+              "      <td>136.61</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>Sai Kung</td>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>Sha Tin</td>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "    </tr>\n",
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+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
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+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
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+              "      width: 32px;\n",
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+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
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+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
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+              "\n",
+              "    <script>\n",
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+              "        document.querySelector('#df-c207fb0a-a04f-4a44-9b73-1bb876105783 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-c207fb0a-a04f-4a44-9b73-1bb876105783');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
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+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-7dfe9328-cf02-490e-8fea-055feb4cfe98')\"\n",
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+              "\n",
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+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
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+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
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+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-7dfe9328-cf02-490e-8fea-055feb4cfe98 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "HK_district1",
+              "summary": "{\n  \"name\": \"HK_district1\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"District\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"North\",\n          \"Sha Tin\",\n          \"Wan Chai\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 210983,\n        \"min\": 150900,\n        \"max\": 648200,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          310800,\n          648200,\n          150900\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 59.35022493638925,\n        \"min\": 9.83,\n        \"max\": 136.61,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          136.61,\n          68.71,\n          9.83\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ],
+      "source": [
+        "# https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.html\n",
+        "\n",
+        "HK_district1 =  pd.DataFrame({'District': district_name,\n",
+        "                              'Population': district_population,\n",
+        "                              'Area': district_area})\n",
+        "HK_district1"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "J5p1mL3o8HXe"
+      },
+      "source": [
+        "A `Series` can also be created with user supplied index.\n",
+        "\n",
+        "Apart from making data more readable, the explicit index definition gives the `Series` object additional capabilities such as label-based selection and operation alignment."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "qxBb1vHP8HXe",
+        "outputId": "69f9e3a0-fbf4-442d-bd2b-400b79b7ea7f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "Sai Kung    448600\n",
+              "Sha Tin     648200\n",
+              "Wan Chai    150900\n",
+              "North       310800\n",
+              "dtype: int64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 9
+        }
+      ],
+      "source": [
+        "district_population2 = pd.Series([448600, 648200, 150900, 310800],\n",
+        "                                 index=['Sai Kung',  'Sha Tin', 'Wan Chai', 'North'])\n",
+        "district_population2"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "vSYLyA4_8HXf",
+        "outputId": "9dea60e2-b95d-4179-9af4-17c8900e59b3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "Wan Chai      9.83\n",
+              "North       136.61\n",
+              "Sai Kung    129.65\n",
+              "Sha Tin      68.71\n",
+              "dtype: float64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ],
+      "source": [
+        "district_area2 = pd.Series([9.83, 136.61, 129.65, 68.71],\n",
+        "                           index=['Wan Chai', 'North', 'Sai Kung', 'Sha Tin'])\n",
+        "district_area2"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "oDgT-R7G8HXg",
+        "outputId": "37fbac32-2599-4768-b69d-8a2df9d94064"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area\n",
+              "North         310800  136.61\n",
+              "Sai Kung      448600  129.65\n",
+              "Sha Tin       648200   68.71\n",
+              "Wan Chai      150900    9.83"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-8db89212-187d-4d79-9844-e0c68949c5ff\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
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+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "      <td>136.61</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Wan Chai</th>\n",
+              "      <td>150900</td>\n",
+              "      <td>9.83</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-8db89212-187d-4d79-9844-e0c68949c5ff')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-8db89212-187d-4d79-9844-e0c68949c5ff button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-8db89212-187d-4d79-9844-e0c68949c5ff');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-c8ef6c41-b086-4074-bfc2-bc36203f2e4b\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-c8ef6c41-b086-4074-bfc2-bc36203f2e4b')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
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+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-c8ef6c41-b086-4074-bfc2-bc36203f2e4b button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "HK_district2",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 210983,\n        \"min\": 150900,\n        \"max\": 648200,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          448600,\n          150900,\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 59.35022493638925,\n        \"min\": 9.83,\n        \"max\": 136.61,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          129.65,\n          9.83,\n          136.61\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ],
+      "source": [
+        "HK_district2 =  pd.DataFrame({'Population': district_population2, 'Area': district_area2})\n",
+        "HK_district2"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "K_PNxiU08HXg"
+      },
+      "source": [
+        "The data from the two `Series` are ***aligned via index labels*** (also sorted in the result).\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "0w_xGMOuJfpT",
+        "outputId": "ebd5a526-39c0-4863-83e1-c670dff7aa02"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "Index(['District', 'Population', 'Area'], dtype='object')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ],
+      "source": [
+        "# Return the column labels of the DataFrame\n",
+        "HK_district1.columns"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "xqTcdEWs8HXh"
+      },
+      "source": [
+        "Individual columns of a `DataFrame` can be accessed with dictionary-style indexing."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "0wZPsdmz8HXh",
+        "outputId": "b64b3f74-b56c-4528-db8f-868a11373a37"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "0    150900\n",
+              "1    310800\n",
+              "2    448600\n",
+              "3    648200\n",
+              "Name: Population, dtype: int64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 13
+        }
+      ],
+      "source": [
+        "HK_district1['Population']"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "zWEFJPSg4AqL"
+      },
+      "source": [
+        "They can also be accessed using the attribute reference notation as if they are the attributes of a `DataFrame`."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "meGHKttf8HXh",
+        "outputId": "de99d8a3-2d8f-4ee0-b169-07ccce39c930"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "North       136.61\n",
+              "Sai Kung    129.65\n",
+              "Sha Tin      68.71\n",
+              "Wan Chai      9.83\n",
+              "Name: Area, dtype: float64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ],
+      "source": [
+        "HK_district2.Area"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "1rB6e1_wVhux",
+        "outputId": "070555a2-cab7-42d8-883f-11979108cbd3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "North       310800\n",
+              "Sai Kung    448600\n",
+              "Sha Tin     648200\n",
+              "Wan Chai    150900\n",
+              "Name: Population, dtype: int64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 15
+        }
+      ],
+      "source": [
+        "HK_district2.Population"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "t_RelPLOVQJc"
+      },
+      "source": [
+        "Because pandas is built on top of NumPy,  `Series` and `DataFrame` objects support **vectorized operations**. Vectorized operations are a powerful feature of Python that allow you to apply a function or an operation to multiple elements of an array or a dataframe at once, instead of using loops. This can save time, improve your code readability, and reduce your memory usage."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "msdHWhpMACwm",
+        "outputId": "fc324144-caaa-4e03-d12f-32fa1d508796"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area       Density\n",
+              "North         310800  136.61   2275.089671\n",
+              "Sai Kung      448600  129.65   3460.084844\n",
+              "Sha Tin       648200   68.71   9433.852423\n",
+              "Wan Chai      150900    9.83  15350.966429"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-33267548-8a4d-4997-8c81-b8849ec2c794\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "      <td>136.61</td>\n",
+              "      <td>2275.089671</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "      <td>9433.852423</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Wan Chai</th>\n",
+              "      <td>150900</td>\n",
+              "      <td>9.83</td>\n",
+              "      <td>15350.966429</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-33267548-8a4d-4997-8c81-b8849ec2c794')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-33267548-8a4d-4997-8c81-b8849ec2c794 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-33267548-8a4d-4997-8c81-b8849ec2c794');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-f8c020a3-074a-46b3-9312-60adf2ac9acb\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-f8c020a3-074a-46b3-9312-60adf2ac9acb')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-f8c020a3-074a-46b3-9312-60adf2ac9acb button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "HK_district2",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 210983,\n        \"min\": 150900,\n        \"max\": 648200,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          448600,\n          150900,\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 59.35022493638925,\n        \"min\": 9.83,\n        \"max\": 136.61,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          129.65,\n          9.83,\n          136.61\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 6025.790769823514,\n        \"min\": 2275.0896713271354,\n        \"max\": 15350.966429298067,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          3460.0848438102585,\n          15350.966429298067,\n          2275.0896713271354\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 17
+        }
+      ],
+      "source": [
+        "# this assignment form of indexing creates a new column\n",
+        "HK_district2['Density'] = HK_district2.Population / HK_district2.Area\n",
+        "HK_district2"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XWj8QYIEo3FU"
+      },
+      "source": [
+        "There are many ways to create a DataFrame. See https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.html\n",
+        "\n",
+        "Another usual way of creating a DataFrame is by using `pd.DataFrame(data, columns=[column_names],index=[row_names])` explicitly.\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "h-eiSsbHpH08",
+        "outputId": "55260d3a-e87b-4a3e-c87d-7752ea272105"
+      },
+      "outputs": [
+        {
+          "data": {
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"a\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.7071067811865476,\n        \"min\": 3.0,\n        \"max\": 4.0,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          4.0,\n          3.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"b\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.7071067811865476,\n        \"min\": 7.0,\n        \"max\": 8.0,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          7.0,\n          8.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}",
+              "type": "dataframe",
+              "variable_name": "df"
+            },
+            "text/html": [
+              "\n",
+              "  <div id=\"df-00e9ba31-3f32-45ea-aed6-1de1099c911c\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>a</th>\n",
+              "      <th>b</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>first</th>\n",
+              "      <td>3.0</td>\n",
+              "      <td>8.0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>second</th>\n",
+              "      <td>4.0</td>\n",
+              "      <td>7.0</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-00e9ba31-3f32-45ea-aed6-1de1099c911c')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-00e9ba31-3f32-45ea-aed6-1de1099c911c button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-00e9ba31-3f32-45ea-aed6-1de1099c911c');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-c74e03c2-fd1a-4b95-a16a-aaa08388af8c\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-c74e03c2-fd1a-4b95-a16a-aaa08388af8c')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-c74e03c2-fd1a-4b95-a16a-aaa08388af8c button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "text/plain": [
+              "          a    b\n",
+              "first   3.0  8.0\n",
+              "second  4.0  7.0"
+            ]
+          },
+          "execution_count": 23,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "df = pd.DataFrame(data=[[3.0, 8.0], [4.0, 7.0]], columns=['a', 'b'], index=['first','second'])\n",
+        "df"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "n9aeaNrcdGYS"
+      },
+      "source": [
+        "\n",
+        "---\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "# 2 Data Selection in `DataFrame`s\n",
+        "\n",
+        "\n",
+        "`DataFrame` support both ***label-based*** indexing and ***location-based*** indexing.\n",
+        "\n",
+        "Pandas provids two indexer attributes that explicitly expose which indexing scheme to apply:\n",
+        "\n",
+        "- The `loc` attribute uses ***label-based*** indexing:\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "BA4iaMZrdGYc",
+        "outputId": "bd8ee1c3-bdc5-48bd-c73a-be507095c2a7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "129.65"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 18
+        }
+      ],
+      "source": [
+        "HK_district2.loc['Sai Kung', 'Area']"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "5Mc4hyUU7qzY"
+      },
+      "source": [
+        "- The `loc` attribute can be used for slicing based on labels. It can handle slices, single labels, and lists of labels. Both the start and the stop of the slice are inclusive."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "DExCstxjdGYf",
+        "outputId": "95aa7d0c-03ba-46a6-d470-82e9bdc27ab2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area\n",
+              "Sai Kung      448600  129.65\n",
+              "Sha Tin       648200   68.71\n",
+              "Wan Chai      150900    9.83"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-bbbadcf8-fbc3-4258-85e7-fb94dd683bfd\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Wan Chai</th>\n",
+              "      <td>150900</td>\n",
+              "      <td>9.83</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-bbbadcf8-fbc3-4258-85e7-fb94dd683bfd')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-bbbadcf8-fbc3-4258-85e7-fb94dd683bfd button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-bbbadcf8-fbc3-4258-85e7-fb94dd683bfd');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-ebbfeb38-f17c-458a-a6fd-29d782714dd3\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-ebbfeb38-f17c-458a-a6fd-29d782714dd3')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-ebbfeb38-f17c-458a-a6fd-29d782714dd3 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 250257,\n        \"min\": 150900,\n        \"max\": 648200,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          448600,\n          648200,\n          150900\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 59.912951298807954,\n        \"min\": 9.83,\n        \"max\": 129.65,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          129.65,\n          68.71,\n          9.83\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 19
+        }
+      ],
+      "source": [
+        "# slicing selects contiguous rows and columns\n",
+        "# but the last label in inclusive this time\n",
+        "\n",
+        "HK_district2.loc['Sai Kung':'Wan Chai', :'Area']"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "stvLLsCBdGYg",
+        "outputId": "d450f23e-ffdb-4883-e656-59f29363cf47"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "               Density  Population\n",
+              "Sai Kung   3460.084844      448600\n",
+              "Wan Chai  15350.966429      150900"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-c050e3a7-991a-45bb-be50-bbeb66482441\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Density</th>\n",
+              "      <th>Population</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>3460.084844</td>\n",
+              "      <td>448600</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Wan Chai</th>\n",
+              "      <td>15350.966429</td>\n",
+              "      <td>150900</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-c050e3a7-991a-45bb-be50-bbeb66482441')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-c050e3a7-991a-45bb-be50-bbeb66482441 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-c050e3a7-991a-45bb-be50-bbeb66482441');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-e56875cf-9035-483d-a653-dee6d4ed6e83\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-e56875cf-9035-483d-a653-dee6d4ed6e83')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-e56875cf-9035-483d-a653-dee6d4ed6e83 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"                 ['Density', 'Population']]\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 8408.123003384675,\n        \"min\": 3460.0848438102585,\n        \"max\": 15350.966429298067,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          15350.966429298067,\n          3460.0848438102585\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 210505,\n        \"min\": 150900,\n        \"max\": 448600,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          150900,\n          448600\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 20
+        }
+      ],
+      "source": [
+        "# using indexing lists (or tuples) can select non-contiguous rows and columns\n",
+        "# can also present them in a different order, e.g., make Density precede Population\n",
+        "\n",
+        "HK_district2.loc[['Sai Kung', 'Wan Chai'],\n",
+        "                 ['Density', 'Population']]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "p3bklxjn_xY6"
+      },
+      "source": [
+        "Boolean indexing selects items that satisfy certain criteria; important for data filtering."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "Q9P1vA4h_0Wt",
+        "outputId": "9ebdd628-fe53-4bcc-d8b2-dd426fad8704"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "         Population      Density\n",
+              "North        310800  2275.089671\n",
+              "Sha Tin      648200  9433.852423"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-65c08f93-f307-4801-86f3-9f2fb429792d\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "      <td>2275.089671</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>9433.852423</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-65c08f93-f307-4801-86f3-9f2fb429792d')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-65c08f93-f307-4801-86f3-9f2fb429792d button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-65c08f93-f307-4801-86f3-9f2fb429792d');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-38660fee-e57e-47b0-a1c7-a5a1c3c468dc\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-38660fee-e57e-47b0-a1c7-a5a1c3c468dc')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-38660fee-e57e-47b0-a1c7-a5a1c3c468dc button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 238577,\n        \"min\": 310800,\n        \"max\": 648200,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          648200,\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 5062.009686774815,\n        \"min\": 2275.0896713271354,\n        \"max\": 9433.852423228062,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          9433.852423228062,\n          2275.0896713271354\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 21
+        }
+      ],
+      "source": [
+        "import numpy as np\n",
+        "HK_district2.loc[np.array([True, False, True, False]), ['Population', 'Density']]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "g3gB6wGvdGYk",
+        "outputId": "77bd1fe1-30cf-4d9b-9273-e3e4c310cd52"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population      Density\n",
+              "North         310800  2275.089671\n",
+              "Sai Kung      448600  3460.084844"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-be9c6f41-2788-480e-8085-7f0966bd85a7\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "      <td>2275.089671</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-be9c6f41-2788-480e-8085-7f0966bd85a7')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-be9c6f41-2788-480e-8085-7f0966bd85a7 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-be9c6f41-2788-480e-8085-7f0966bd85a7');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-bdf1dd6f-b781-4e69-8e06-3d7c2f80eed0\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-bdf1dd6f-b781-4e69-8e06-3d7c2f80eed0')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-bdf1dd6f-b781-4e69-8e06-3d7c2f80eed0 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 97439,\n        \"min\": 310800,\n        \"max\": 448600,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          448600,\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 837.9181221361389,\n        \"min\": 2275.0896713271354,\n        \"max\": 3460.0848438102585,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          3460.0848438102585,\n          2275.0896713271354\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 23
+        }
+      ],
+      "source": [
+        "# differet types of indexing (and slicing) can be mixedly used\n",
+        "\n",
+        "HK_district2.loc[HK_district2.Area > 100, ['Population', 'Density']]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "2_ZI-qRWXyCS",
+        "outputId": "850b5fc6-0dd6-43ab-efc9-0414a4a3229c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "North        True\n",
+              "Sai Kung     True\n",
+              "Sha Tin     False\n",
+              "Wan Chai    False\n",
+              "Name: Area, dtype: bool"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 22
+        }
+      ],
+      "source": [
+        "HK_district2.Area > 100"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 81
+        },
+        "id": "dYhhQnjf4AKP",
+        "outputId": "5c1d0050-ee59-4d51-cdef-3d46283773c6"
+      },
+      "outputs": [
+        {
+          "data": {
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "summary": "{\n  \"name\": \"                 ['Population', 'Density']]\",\n  \"rows\": 1,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 648200,\n        \"max\": 648200,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          648200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 9433.852423228062,\n        \"max\": 9433.852423228062,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          9433.852423228062\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}",
+              "type": "dataframe"
+            },
+            "text/html": [
+              "\n",
+              "  <div id=\"df-b10ba5cd-d4c5-4bba-8ad6-fdaed430d7fc\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>9433.852423</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-b10ba5cd-d4c5-4bba-8ad6-fdaed430d7fc')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-b10ba5cd-d4c5-4bba-8ad6-fdaed430d7fc button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-b10ba5cd-d4c5-4bba-8ad6-fdaed430d7fc');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "text/plain": [
+              "         Population      Density\n",
+              "Sha Tin      648200  9433.852423"
+            ]
+          },
+          "execution_count": 36,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "# Boolean operators are ~, &, and | are used for selection\n",
+        "\n",
+        "HK_district2.loc[~(HK_district2.Area > 100) & (HK_district2.Population > 200000),\n",
+        "                 ['Population', 'Density']]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "MShWN8sU5Iei"
+      },
+      "source": [
+        "Pandas also provide a handy helper function that allows us to query data with less verbose query strings: `query()` method. It is a powerful tool for filtering `DataFrame` rows using a concise and readable expression syntax.\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 80
+        },
+        "id": "jzylxSwi5ZS9",
+        "outputId": "c0aea66c-db32-48fc-b443-7b696b929640"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "         Population   Area      Density\n",
+              "Sha Tin      648200  68.71  9433.852423"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-294bbd08-53d3-4f83-84ed-f97137a41e8b\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "      <td>9433.852423</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-294bbd08-53d3-4f83-84ed-f97137a41e8b')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-294bbd08-53d3-4f83-84ed-f97137a41e8b button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-294bbd08-53d3-4f83-84ed-f97137a41e8b');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 1,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 648200,\n        \"max\": 648200,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          648200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 68.71,\n        \"max\": 68.71,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          68.71\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 9433.852423228062,\n        \"max\": 9433.852423228062,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          9433.852423228062\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 24
+        }
+      ],
+      "source": [
+        "HK_district2.query('~ (Area > 100) & (Population > 200000)')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 80
+        },
+        "id": "7S3OQroFBBko",
+        "outputId": "728ddb31-44a9-42cf-97da-a975c7b685cb"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area      Density\n",
+              "Sai Kung      448600  129.65  3460.084844"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-efc5e2aa-b425-4551-a6a7-53b7e021cd44\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-efc5e2aa-b425-4551-a6a7-53b7e021cd44')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-efc5e2aa-b425-4551-a6a7-53b7e021cd44 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-efc5e2aa-b425-4551-a6a7-53b7e021cd44');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 1,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 448600,\n        \"max\": 448600,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          448600\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 129.65,\n        \"max\": 129.65,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          129.65\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 3460.0848438102585,\n        \"max\": 3460.0848438102585,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          3460.0848438102585\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 25
+        }
+      ],
+      "source": [
+        "HK_district2.query('index == \"Sai Kung\"')"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "uo9WD616KiVw",
+        "outputId": "cb8072a2-7914-4d63-d41e-22c725cd38c8"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area      Density\n",
+              "Sai Kung      448600  129.65  3460.084844\n",
+              "Sha Tin       648200   68.71  9433.852423"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-0edab263-3756-4ed3-96bc-094b513e7093\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "      <td>9433.852423</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-0edab263-3756-4ed3-96bc-094b513e7093')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-0edab263-3756-4ed3-96bc-094b513e7093 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-0edab263-3756-4ed3-96bc-094b513e7093');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-557249ac-be7c-4a91-8255-1b2841f0f6a8\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-557249ac-be7c-4a91-8255-1b2841f0f6a8')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-557249ac-be7c-4a91-8255-1b2841f0f6a8 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 141138,\n        \"min\": 448600,\n        \"max\": 648200,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          648200,\n          448600\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 43.09108724550821,\n        \"min\": 68.71,\n        \"max\": 129.65,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          68.71,\n          129.65\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 4224.091564638677,\n        \"min\": 3460.0848438102585,\n        \"max\": 9433.852423228062,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          9433.852423228062,\n          3460.0848438102585\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 27
+        }
+      ],
+      "source": [
+        "# Can take a 1-argument function. The x passed to the lambda is the DataFrame being sliced.\n",
+        "\n",
+        "HK_district2.loc[lambda x: [i[0]=='S' for i in x.index], :]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "NMrEnfVBBh1c",
+        "outputId": "bef02d96-02bb-45c0-ac39-07c065f0ffea"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "Index(['North', 'Sai Kung', 'Sha Tin', 'Wan Chai'], dtype='object')"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 26
+        }
+      ],
+      "source": [
+        "HK_district2.index"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "9sR1oXZNCZxZ"
+      },
+      "source": [
+        "If the second argument (column labels) is omitted, `.loc` will return all columns for the specified rows."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "EpR31NUiCVIJ",
+        "outputId": "5c368e77-16a7-488f-cf04-ca70a85d0408"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area      Density\n",
+              "Sai Kung      448600  129.65  3460.084844\n",
+              "Sha Tin       648200   68.71  9433.852423"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-e39623ee-85bc-4a0d-88d0-65af89c708ab\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
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+              "        vertical-align: top;\n",
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+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "      <td>9433.852423</td>\n",
+              "    </tr>\n",
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+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
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+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-e39623ee-85bc-4a0d-88d0-65af89c708ab')\"\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
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+              "      cursor: pointer;\n",
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+              "      padding: 0 0 0 0;\n",
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+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-e39623ee-85bc-4a0d-88d0-65af89c708ab button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-e39623ee-85bc-4a0d-88d0-65af89c708ab');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-18969c4a-49be-4e1c-ab79-c26d88d33355\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-18969c4a-49be-4e1c-ab79-c26d88d33355')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
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+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-18969c4a-49be-4e1c-ab79-c26d88d33355 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 141138,\n        \"min\": 448600,\n        \"max\": 648200,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          648200,\n          448600\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 43.09108724550821,\n        \"min\": 68.71,\n        \"max\": 129.65,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          68.71,\n          129.65\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 4224.091564638677,\n        \"min\": 3460.0848438102585,\n        \"max\": 9433.852423228062,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          9433.852423228062,\n          3460.0848438102585\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 28
+        }
+      ],
+      "source": [
+        "HK_district2.loc[lambda x: [i[0]=='S' for i in x.index]]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "K76qH-PcdGYo"
+      },
+      "source": [
+        "-  The `iloc` attribute uses Python-style ***location-based*** indexing:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "XKhgaIyNY9th",
+        "outputId": "03735dfe-5d16-4420-fd39-16e58290e8da"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area       Density\n",
+              "North         310800  136.61   2275.089671\n",
+              "Sai Kung      448600  129.65   3460.084844\n",
+              "Sha Tin       648200   68.71   9433.852423\n",
+              "Wan Chai      150900    9.83  15350.966429"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-6139f9c4-9194-4d35-9500-6b8870d0a2d1\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
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+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "      <td>136.61</td>\n",
+              "      <td>2275.089671</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "      <td>9433.852423</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Wan Chai</th>\n",
+              "      <td>150900</td>\n",
+              "      <td>9.83</td>\n",
+              "      <td>15350.966429</td>\n",
+              "    </tr>\n",
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+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
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+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
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+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-6139f9c4-9194-4d35-9500-6b8870d0a2d1 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-6139f9c4-9194-4d35-9500-6b8870d0a2d1');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-8cb2177d-198b-43b0-88ac-6eea99634387\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-8cb2177d-198b-43b0-88ac-6eea99634387')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-8cb2177d-198b-43b0-88ac-6eea99634387 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "HK_district2",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 210983,\n        \"min\": 150900,\n        \"max\": 648200,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          448600,\n          150900,\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 59.35022493638925,\n        \"min\": 9.83,\n        \"max\": 136.61,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          129.65,\n          9.83,\n          136.61\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 6025.790769823514,\n        \"min\": 2275.0896713271354,\n        \"max\": 15350.966429298067,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          3460.0848438102585,\n          15350.966429298067,\n          2275.0896713271354\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 29
+        }
+      ],
+      "source": [
+        "HK_district2"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "iI2cWX6xdGYp",
+        "outputId": "328bea5b-fe28-4de2-c0b7-4eeb7cd0139b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "129.65"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 30
+        }
+      ],
+      "source": [
+        "# 0-based indexing; starting from zero\n",
+        "HK_district2.iloc[1, 1]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "hDbkTrEqZISx",
+        "outputId": "38b90700-cc1b-4e21-d9e5-feeae05b61cf"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population    Area\n",
+              "Sai Kung      448600  129.65\n",
+              "Sha Tin       648200   68.71\n",
+              "Wan Chai      150900    9.83"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-6491fea6-76f5-434e-a2cf-ed12a686d07d\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Area</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>129.65</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>648200</td>\n",
+              "      <td>68.71</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Wan Chai</th>\n",
+              "      <td>150900</td>\n",
+              "      <td>9.83</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-6491fea6-76f5-434e-a2cf-ed12a686d07d')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-6491fea6-76f5-434e-a2cf-ed12a686d07d button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-6491fea6-76f5-434e-a2cf-ed12a686d07d');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-2493a29c-e5b6-45b1-acef-2d37deebc5cc\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-2493a29c-e5b6-45b1-acef-2d37deebc5cc')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-2493a29c-e5b6-45b1-acef-2d37deebc5cc button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 250257,\n        \"min\": 150900,\n        \"max\": 648200,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          448600,\n          648200,\n          150900\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 59.912951298807954,\n        \"min\": 9.83,\n        \"max\": 129.65,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          129.65,\n          68.71,\n          9.83\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 31
+        }
+      ],
+      "source": [
+        "# the last index is exclusive as with regular Python slicing\n",
+        "HK_district2.iloc[1:4, :2]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "ymCsTpxxaD_l",
+        "outputId": "4f87e9ed-06df-4de8-b5cb-1f82a5203b38"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "               Density  Population\n",
+              "Sai Kung   3460.084844      448600\n",
+              "Wan Chai  15350.966429      150900"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-d1aad03e-7108-42ca-882e-f7be65493ad6\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
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+              "    .dataframe tbody tr th {\n",
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+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Density</th>\n",
+              "      <th>Population</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>3460.084844</td>\n",
+              "      <td>448600</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Wan Chai</th>\n",
+              "      <td>15350.966429</td>\n",
+              "      <td>150900</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
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+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
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+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-d1aad03e-7108-42ca-882e-f7be65493ad6')\"\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
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+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-d1aad03e-7108-42ca-882e-f7be65493ad6 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-d1aad03e-7108-42ca-882e-f7be65493ad6');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-42f26027-feee-42f6-872e-df3f8032c8ef\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-42f26027-feee-42f6-872e-df3f8032c8ef')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-42f26027-feee-42f6-872e-df3f8032c8ef button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 8408.123003384675,\n        \"min\": 3460.0848438102585,\n        \"max\": 15350.966429298067,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          15350.966429298067,\n          3460.0848438102585\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 210505,\n        \"min\": 150900,\n        \"max\": 448600,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          150900,\n          448600\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 32
+        }
+      ],
+      "source": [
+        "# select non-contiguous rows and columns\n",
+        "HK_district2.iloc[[1, 3], [2, 0]]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "PpWB3RFKEE0W"
+      },
+      "source": [
+        "The `.iloc` is primarily integer position based (from 0 to length-1 of the axis), but may also be used with a boolean array."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "wuPmilQLdGYy",
+        "outputId": "c7398335-05e0-46e1-e226-46d61252bde0",
+        "scrolled": true
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population      Density\n",
+              "North         310800  2275.089671\n",
+              "Sai Kung      448600  3460.084844"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-13a9d77a-851f-42e5-8c66-0d7904a31a7a\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "      <td>2275.089671</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-13a9d77a-851f-42e5-8c66-0d7904a31a7a')\"\n",
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+              "            style=\"display:none;\">\n",
+              "\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-13a9d77a-851f-42e5-8c66-0d7904a31a7a button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-13a9d77a-851f-42e5-8c66-0d7904a31a7a');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-c1c114ba-1fca-48dc-8d83-6a8abcedcc49\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-c1c114ba-1fca-48dc-8d83-6a8abcedcc49')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-c1c114ba-1fca-48dc-8d83-6a8abcedcc49 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 97439,\n        \"min\": 310800,\n        \"max\": 448600,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          448600,\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 837.9181221361389,\n        \"min\": 2275.0896713271354,\n        \"max\": 3460.0848438102585,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          3460.0848438102585,\n          2275.0896713271354\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 34
+        }
+      ],
+      "source": [
+        "# what HK_district2.Area returns is a Series\n",
+        "# iloc can only take a NumPy array, which can be accessed via .values\n",
+        "HK_district2.iloc[(HK_district2.Area > 100).values, [0, 2]]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "Gr7Yk_SHNh0h",
+        "outputId": "65c0428b-0cbd-47fb-c9cc-056fba605057"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "array([ True,  True, False, False])"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 33
+        }
+      ],
+      "source": [
+        "(HK_district2.Area > 100).values"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "WmyrwCr5Nmaj",
+        "outputId": "5c7eb563-c70c-453b-8ade-2d52b028a6e7"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Population      Density\n",
+              "North         310800  2275.089671\n",
+              "Sai Kung      448600  3460.084844"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-469c7d9c-efc6-4a70-a08a-4fb6025780d6\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "      <th>Density</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "      <td>2275.089671</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sai Kung</th>\n",
+              "      <td>448600</td>\n",
+              "      <td>3460.084844</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-469c7d9c-efc6-4a70-a08a-4fb6025780d6')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-469c7d9c-efc6-4a70-a08a-4fb6025780d6 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-469c7d9c-efc6-4a70-a08a-4fb6025780d6');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-8dc22ae6-7a71-4630-9fed-9d978374687e\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-8dc22ae6-7a71-4630-9fed-9d978374687e')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-8dc22ae6-7a71-4630-9fed-9d978374687e button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 97439,\n        \"min\": 310800,\n        \"max\": 448600,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          448600,\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Density\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 837.9181221361389,\n        \"min\": 2275.0896713271354,\n        \"max\": 3460.0848438102585,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          3460.0848438102585,\n          2275.0896713271354\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 35
+        }
+      ],
+      "source": [
+        "HK_district2.iloc[(HK_district2.Area > 100).values, [True, False, True]]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "PyjoPDkNIkZj",
+        "outputId": "d41fa286-2138-4993-9711-bd421e8d957c"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "           Area\n",
+              "North    136.61\n",
+              "Sha Tin   68.71"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-dffbce05-7a8a-467e-967b-c2e720969b6a\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Area</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>136.61</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sha Tin</th>\n",
+              "      <td>68.71</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-dffbce05-7a8a-467e-967b-c2e720969b6a')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-dffbce05-7a8a-467e-967b-c2e720969b6a button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-dffbce05-7a8a-467e-967b-c2e720969b6a');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-d86546c8-67a7-47b5-8650-975bba6debc2\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-d86546c8-67a7-47b5-8650-975bba6debc2')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-d86546c8-67a7-47b5-8650-975bba6debc2 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"              lambda x: [i[0]=='A' for i in x\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Area\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 48.01255044256659,\n        \"min\": 68.71,\n        \"max\": 136.61,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          68.71,\n          136.61\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 36
+        }
+      ],
+      "source": [
+        "# Can take a 1-argument function. The x passed to the lambda is the DataFrame being sliced.\n",
+        "\n",
+        "HK_district2.iloc[lambda x: [i for i in range(len(x)) if i % 2 == 0],\n",
+        "              lambda x: [i[0]=='A' for i in x.columns]]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "-Z5fakGdEWN6",
+        "outputId": "9b72ed50-3ce6-473b-9643-1a2bae31369e"
+      },
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "range(0, 4)"
+            ]
+          },
+          "execution_count": 72,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "range(len(HK_district2))"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "e0p_b4FFEiaG",
+        "outputId": "1fd23d16-d543-4eb7-aa6f-6c1e6843d597"
+      },
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "Index(['Population', 'Area', 'Density'], dtype='object')"
+            ]
+          },
+          "execution_count": 73,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
+      "source": [
+        "HK_district2.columns"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "2TQdkZzoqI8Y"
+      },
+      "source": [
+        "*Exercise*:\n",
+        "Can you select district(s) whose name is shorter than 6 characters and show their `Population`?"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "jHOnVubqsDTn",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 80
+        },
+        "outputId": "f8a50661-4fac-48e5-8e3a-c4da479b8964"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "       Population\n",
+              "North      310800"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-a729ee4c-5fc2-46a2-8111-d5170dcbc236\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Population</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>North</th>\n",
+              "      <td>310800</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-a729ee4c-5fc2-46a2-8111-d5170dcbc236')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-a729ee4c-5fc2-46a2-8111-d5170dcbc236 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-a729ee4c-5fc2-46a2-8111-d5170dcbc236');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"HK_district2\",\n  \"rows\": 1,\n  \"fields\": [\n    {\n      \"column\": \"Population\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 310800,\n        \"max\": 310800,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          310800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 37
+        }
+      ],
+      "source": [
+        "# write your code here\n",
+        "\n",
+        "HK_district2.iloc[lambda x: [len(i)<6 for i in x.index],[0]]"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "gN_jwMl-dGZy"
+      },
+      "source": [
+        "---\n",
+        "\n",
+        "<Br>\n",
+        "\n",
+        "# 3 Importing and Exporting Data\n",
+        "\n",
+        "Pandas features a number of [functions](https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html) for reading tabular data as a `DataFrame` object. Among them, [`read_csv()`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_csv.html) is likely the one we'll use the most:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "UTYNJD03Yb0b",
+        "outputId": "4128a707-1d22-4c27-a37c-836760f98730"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "       Date        GOOG        APPL        AMZN\n",
+              "0  2015/5/1  537.900024  120.220688  422.869995\n",
+              "1  2015/5/4  540.780029  119.987633  423.040009\n",
+              "2  2015/5/5  530.799988  117.283951  421.190002\n",
+              "3  2015/5/6  524.219971  116.547424  419.100006"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-0993039c-9ec3-4c3c-a64c-c4a826ee0af5\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Date</th>\n",
+              "      <th>GOOG</th>\n",
+              "      <th>APPL</th>\n",
+              "      <th>AMZN</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>537.900024</td>\n",
+              "      <td>120.220688</td>\n",
+              "      <td>422.869995</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2015/5/4</td>\n",
+              "      <td>540.780029</td>\n",
+              "      <td>119.987633</td>\n",
+              "      <td>423.040009</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>2015/5/5</td>\n",
+              "      <td>530.799988</td>\n",
+              "      <td>117.283951</td>\n",
+              "      <td>421.190002</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>2015/5/6</td>\n",
+              "      <td>524.219971</td>\n",
+              "      <td>116.547424</td>\n",
+              "      <td>419.100006</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-0993039c-9ec3-4c3c-a64c-c4a826ee0af5')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-0993039c-9ec3-4c3c-a64c-c4a826ee0af5 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-0993039c-9ec3-4c3c-a64c-c4a826ee0af5');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-ff997454-34ff-49a4-ab46-5ee37859b09b\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-ff997454-34ff-49a4-ab46-5ee37859b09b')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-ff997454-34ff-49a4-ab46-5ee37859b09b button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "sp",
+              "summary": "{\n  \"name\": \"sp\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"object\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"2015/5/4\",\n          \"2015/5/6\",\n          \"2015/5/1\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"GOOG\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 7.432934330450454,\n        \"min\": 524.219971,\n        \"max\": 540.780029,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          540.780029,\n          524.219971,\n          537.900024\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"APPL\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1.8676860370617223,\n        \"min\": 116.547424,\n        \"max\": 120.220688,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          119.987633,\n          116.547424,\n          120.220688\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"AMZN\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1.834355725235249,\n        \"min\": 419.100006,\n        \"max\": 423.040009,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          423.040009,\n          419.100006,\n          422.869995\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 38
+        }
+      ],
+      "source": [
+        "sp = pd.read_csv(\"https://raw.githubusercontent.com/justinjiajia/datafiles/master/adj_closing_sub.csv\")\n",
+        "sp"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "BPXlruYGdGZ2"
+      },
+      "source": [
+        "The corresponding writer functions are object methods that are accessed like [`DataFrame.to_csv()`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_csv.html):\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "Hmt1EnUJdGZ5"
+      },
+      "outputs": [],
+      "source": [
+        "sp.to_csv(\"stockprice_new.csv\")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "v38QUl8udGZ8"
+      },
+      "source": [
+        "\n",
+        "---\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "# 4 Computing Summary and Descriptive Statistics\n",
+        "\n",
+        "\n",
+        "`DataFrame` objects are equipped with common mathematical and statistical [methods](https://pandas.pydata.org/pandas-docs/stable/reference/frame.html#computations-descriptive-stats) for column-wise computations (or row-wise by setting `axis=1`):\n",
+        "\n",
+        "- Most of them produce aggregates:\n",
+        "\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "Ke5EX-BYdGZ9",
+        "outputId": "86254c4e-b11b-4da9-cfe0-63ee26dee4c6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "GOOG    533.425003\n",
+              "APPL    118.509924\n",
+              "dtype: float64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 39
+        }
+      ],
+      "source": [
+        "sp[['GOOG', 'APPL']].mean()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "nBb16pzt8mX3",
+        "outputId": "a37118d5-d770-4007-8801-b4a4b0acb28f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "Date    4\n",
+              "APPL    4\n",
+              "dtype: int64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 40
+        }
+      ],
+      "source": [
+        "sp[['Date', 'APPL']].nunique()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "pgedhvgAZjhs",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "c383a0fe-8a75-4381-d2ad-61462e03a8cb"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['AMZN',\n",
+              " 'APPL',\n",
+              " 'Date',\n",
+              " 'GOOG',\n",
+              " 'T',\n",
+              " '_AXIS_LEN',\n",
+              " '_AXIS_ORDERS',\n",
+              " '_AXIS_TO_AXIS_NUMBER',\n",
+              " '_HANDLED_TYPES',\n",
+              " '__abs__',\n",
+              " '__add__',\n",
+              " '__and__',\n",
+              " '__annotations__',\n",
+              " '__array__',\n",
+              " '__array_priority__',\n",
+              " '__array_ufunc__',\n",
+              " '__bool__',\n",
+              " '__class__',\n",
+              " '__contains__',\n",
+              " '__copy__',\n",
+              " '__dataframe__',\n",
+              " '__deepcopy__',\n",
+              " '__delattr__',\n",
+              " '__delitem__',\n",
+              " '__dict__',\n",
+              " '__dir__',\n",
+              " '__divmod__',\n",
+              " '__doc__',\n",
+              " '__eq__',\n",
+              " '__finalize__',\n",
+              " '__floordiv__',\n",
+              " '__format__',\n",
+              " '__ge__',\n",
+              " '__getattr__',\n",
+              " '__getattribute__',\n",
+              " '__getitem__',\n",
+              " '__getstate__',\n",
+              " '__gt__',\n",
+              " '__hash__',\n",
+              " '__iadd__',\n",
+              " '__iand__',\n",
+              " '__ifloordiv__',\n",
+              " '__imod__',\n",
+              " '__imul__',\n",
+              " '__init__',\n",
+              " '__init_subclass__',\n",
+              " '__invert__',\n",
+              " '__ior__',\n",
+              " '__ipow__',\n",
+              " '__isub__',\n",
+              " '__iter__',\n",
+              " '__itruediv__',\n",
+              " '__ixor__',\n",
+              " '__le__',\n",
+              " '__len__',\n",
+              " '__lt__',\n",
+              " '__matmul__',\n",
+              " '__mod__',\n",
+              " '__module__',\n",
+              " '__mul__',\n",
+              " '__ne__',\n",
+              " '__neg__',\n",
+              " '__new__',\n",
+              " '__nonzero__',\n",
+              " '__or__',\n",
+              " '__pos__',\n",
+              " '__pow__',\n",
+              " '__radd__',\n",
+              " '__rand__',\n",
+              " '__rdivmod__',\n",
+              " '__reduce__',\n",
+              " '__reduce_ex__',\n",
+              " '__repr__',\n",
+              " '__rfloordiv__',\n",
+              " '__rmatmul__',\n",
+              " '__rmod__',\n",
+              " '__rmul__',\n",
+              " '__ror__',\n",
+              " '__round__',\n",
+              " '__rpow__',\n",
+              " '__rsub__',\n",
+              " '__rtruediv__',\n",
+              " '__rxor__',\n",
+              " '__setattr__',\n",
+              " '__setitem__',\n",
+              " '__setstate__',\n",
+              " '__sizeof__',\n",
+              " '__str__',\n",
+              " '__sub__',\n",
+              " '__subclasshook__',\n",
+              " '__truediv__',\n",
+              " '__weakref__',\n",
+              " '__xor__',\n",
+              " '_accessors',\n",
+              " '_accum_func',\n",
+              " '_add_numeric_operations',\n",
+              " '_agg_examples_doc',\n",
+              " '_agg_summary_and_see_also_doc',\n",
+              " '_align_frame',\n",
+              " '_align_series',\n",
+              " '_append',\n",
+              " '_arith_method',\n",
+              " '_as_manager',\n",
+              " '_attrs',\n",
+              " '_box_col_values',\n",
+              " '_can_fast_transpose',\n",
+              " '_check_inplace_and_allows_duplicate_labels',\n",
+              " '_check_inplace_setting',\n",
+              " '_check_is_chained_assignment_possible',\n",
+              " '_check_label_or_level_ambiguity',\n",
+              " '_check_setitem_copy',\n",
+              " '_clear_item_cache',\n",
+              " '_clip_with_one_bound',\n",
+              " '_clip_with_scalar',\n",
+              " '_cmp_method',\n",
+              " '_combine_frame',\n",
+              " '_consolidate',\n",
+              " '_consolidate_inplace',\n",
+              " '_construct_axes_dict',\n",
+              " '_construct_result',\n",
+              " '_constructor',\n",
+              " '_constructor_sliced',\n",
+              " '_create_data_for_split_and_tight_to_dict',\n",
+              " '_data',\n",
+              " '_dir_additions',\n",
+              " '_dir_deletions',\n",
+              " '_dispatch_frame_op',\n",
+              " '_drop_axis',\n",
+              " '_drop_labels_or_levels',\n",
+              " '_ensure_valid_index',\n",
+              " '_find_valid_index',\n",
+              " '_flags',\n",
+              " '_from_arrays',\n",
+              " '_get_agg_axis',\n",
+              " '_get_axis',\n",
+              " '_get_axis_name',\n",
+              " '_get_axis_number',\n",
+              " '_get_axis_resolvers',\n",
+              " '_get_block_manager_axis',\n",
+              " '_get_bool_data',\n",
+              " '_get_cleaned_column_resolvers',\n",
+              " '_get_column_array',\n",
+              " '_get_index_resolvers',\n",
+              " '_get_item_cache',\n",
+              " '_get_label_or_level_values',\n",
+              " '_get_numeric_data',\n",
+              " '_get_value',\n",
+              " '_getitem_bool_array',\n",
+              " '_getitem_multilevel',\n",
+              " '_getitem_nocopy',\n",
+              " '_gotitem',\n",
+              " '_hidden_attrs',\n",
+              " '_indexed_same',\n",
+              " '_info_axis',\n",
+              " '_info_axis_name',\n",
+              " '_info_axis_number',\n",
+              " '_info_repr',\n",
+              " '_init_mgr',\n",
+              " '_inplace_method',\n",
+              " '_internal_names',\n",
+              " '_internal_names_set',\n",
+              " '_is_copy',\n",
+              " '_is_homogeneous_type',\n",
+              " '_is_label_or_level_reference',\n",
+              " '_is_label_reference',\n",
+              " '_is_level_reference',\n",
+              " '_is_mixed_type',\n",
+              " '_is_view',\n",
+              " '_iset_item',\n",
+              " '_iset_item_mgr',\n",
+              " '_iset_not_inplace',\n",
+              " '_item_cache',\n",
+              " '_iter_column_arrays',\n",
+              " '_ixs',\n",
+              " '_join_compat',\n",
+              " '_logical_func',\n",
+              " '_logical_method',\n",
+              " '_maybe_cache_changed',\n",
+              " '_maybe_update_cacher',\n",
+              " '_metadata',\n",
+              " '_mgr',\n",
+              " '_min_count_stat_function',\n",
+              " '_needs_reindex_multi',\n",
+              " '_protect_consolidate',\n",
+              " '_reduce',\n",
+              " '_reduce_axis1',\n",
+              " '_reindex_axes',\n",
+              " '_reindex_columns',\n",
+              " '_reindex_index',\n",
+              " '_reindex_multi',\n",
+              " '_reindex_with_indexers',\n",
+              " '_rename',\n",
+              " '_replace_columnwise',\n",
+              " '_repr_data_resource_',\n",
+              " '_repr_fits_horizontal_',\n",
+              " '_repr_fits_vertical_',\n",
+              " '_repr_html_',\n",
+              " '_repr_latex_',\n",
+              " '_reset_cache',\n",
+              " '_reset_cacher',\n",
+              " '_sanitize_column',\n",
+              " '_series',\n",
+              " '_set_axis',\n",
+              " '_set_axis_name',\n",
+              " '_set_axis_nocheck',\n",
+              " '_set_is_copy',\n",
+              " '_set_item',\n",
+              " '_set_item_frame_value',\n",
+              " '_set_item_mgr',\n",
+              " '_set_value',\n",
+              " '_setitem_array',\n",
+              " '_setitem_frame',\n",
+              " '_setitem_slice',\n",
+              " '_slice',\n",
+              " '_stat_axis',\n",
+              " '_stat_axis_name',\n",
+              " '_stat_axis_number',\n",
+              " '_stat_function',\n",
+              " '_stat_function_ddof',\n",
+              " '_take',\n",
+              " '_take_with_is_copy',\n",
+              " '_to_dict_of_blocks',\n",
+              " '_to_latex_via_styler',\n",
+              " '_typ',\n",
+              " '_update_inplace',\n",
+              " '_validate_dtype',\n",
+              " '_values',\n",
+              " '_where',\n",
+              " 'abs',\n",
+              " 'add',\n",
+              " 'add_prefix',\n",
+              " 'add_suffix',\n",
+              " 'agg',\n",
+              " 'aggregate',\n",
+              " 'align',\n",
+              " 'all',\n",
+              " 'any',\n",
+              " 'apply',\n",
+              " 'applymap',\n",
+              " 'asfreq',\n",
+              " 'asof',\n",
+              " 'assign',\n",
+              " 'astype',\n",
+              " 'at',\n",
+              " 'at_time',\n",
+              " 'attrs',\n",
+              " 'axes',\n",
+              " 'backfill',\n",
+              " 'between_time',\n",
+              " 'bfill',\n",
+              " 'bool',\n",
+              " 'boxplot',\n",
+              " 'clip',\n",
+              " 'columns',\n",
+              " 'combine',\n",
+              " 'combine_first',\n",
+              " 'compare',\n",
+              " 'convert_dtypes',\n",
+              " 'copy',\n",
+              " 'corr',\n",
+              " 'corrwith',\n",
+              " 'count',\n",
+              " 'cov',\n",
+              " 'cummax',\n",
+              " 'cummin',\n",
+              " 'cumprod',\n",
+              " 'cumsum',\n",
+              " 'describe',\n",
+              " 'diff',\n",
+              " 'div',\n",
+              " 'divide',\n",
+              " 'dot',\n",
+              " 'drop',\n",
+              " 'drop_duplicates',\n",
+              " 'droplevel',\n",
+              " 'dropna',\n",
+              " 'dtypes',\n",
+              " 'duplicated',\n",
+              " 'empty',\n",
+              " 'eq',\n",
+              " 'equals',\n",
+              " 'eval',\n",
+              " 'ewm',\n",
+              " 'expanding',\n",
+              " 'explode',\n",
+              " 'ffill',\n",
+              " 'fillna',\n",
+              " 'filter',\n",
+              " 'first',\n",
+              " 'first_valid_index',\n",
+              " 'flags',\n",
+              " 'floordiv',\n",
+              " 'from_dict',\n",
+              " 'from_records',\n",
+              " 'ge',\n",
+              " 'get',\n",
+              " 'groupby',\n",
+              " 'gt',\n",
+              " 'head',\n",
+              " 'hist',\n",
+              " 'iat',\n",
+              " 'idxmax',\n",
+              " 'idxmin',\n",
+              " 'iloc',\n",
+              " 'index',\n",
+              " 'infer_objects',\n",
+              " 'info',\n",
+              " 'insert',\n",
+              " 'interpolate',\n",
+              " 'isetitem',\n",
+              " 'isin',\n",
+              " 'isna',\n",
+              " 'isnull',\n",
+              " 'items',\n",
+              " 'iterrows',\n",
+              " 'itertuples',\n",
+              " 'join',\n",
+              " 'keys',\n",
+              " 'kurt',\n",
+              " 'kurtosis',\n",
+              " 'last',\n",
+              " 'last_valid_index',\n",
+              " 'le',\n",
+              " 'loc',\n",
+              " 'lt',\n",
+              " 'mask',\n",
+              " 'max',\n",
+              " 'mean',\n",
+              " 'median',\n",
+              " 'melt',\n",
+              " 'memory_usage',\n",
+              " 'merge',\n",
+              " 'min',\n",
+              " 'mod',\n",
+              " 'mode',\n",
+              " 'mul',\n",
+              " 'multiply',\n",
+              " 'ndim',\n",
+              " 'ne',\n",
+              " 'nlargest',\n",
+              " 'notna',\n",
+              " 'notnull',\n",
+              " 'nsmallest',\n",
+              " 'nunique',\n",
+              " 'pad',\n",
+              " 'pct_change',\n",
+              " 'pipe',\n",
+              " 'pivot',\n",
+              " 'pivot_table',\n",
+              " 'plot',\n",
+              " 'pop',\n",
+              " 'pow',\n",
+              " 'prod',\n",
+              " 'product',\n",
+              " 'quantile',\n",
+              " 'query',\n",
+              " 'radd',\n",
+              " 'rank',\n",
+              " 'rdiv',\n",
+              " 'reindex',\n",
+              " 'reindex_like',\n",
+              " 'rename',\n",
+              " 'rename_axis',\n",
+              " 'reorder_levels',\n",
+              " 'replace',\n",
+              " 'resample',\n",
+              " 'reset_index',\n",
+              " 'rfloordiv',\n",
+              " 'rmod',\n",
+              " 'rmul',\n",
+              " 'rolling',\n",
+              " 'round',\n",
+              " 'rpow',\n",
+              " 'rsub',\n",
+              " 'rtruediv',\n",
+              " 'sample',\n",
+              " 'select_dtypes',\n",
+              " 'sem',\n",
+              " 'set_axis',\n",
+              " 'set_flags',\n",
+              " 'set_geometry',\n",
+              " 'set_index',\n",
+              " 'shape',\n",
+              " 'shift',\n",
+              " 'size',\n",
+              " 'skew',\n",
+              " 'sort_index',\n",
+              " 'sort_values',\n",
+              " 'squeeze',\n",
+              " 'stack',\n",
+              " 'std',\n",
+              " 'style',\n",
+              " 'sub',\n",
+              " 'subtract',\n",
+              " 'sum',\n",
+              " 'swapaxes',\n",
+              " 'swaplevel',\n",
+              " 'tail',\n",
+              " 'take',\n",
+              " 'to_clipboard',\n",
+              " 'to_csv',\n",
+              " 'to_dict',\n",
+              " 'to_excel',\n",
+              " 'to_feather',\n",
+              " 'to_gbq',\n",
+              " 'to_hdf',\n",
+              " 'to_html',\n",
+              " 'to_json',\n",
+              " 'to_latex',\n",
+              " 'to_markdown',\n",
+              " 'to_numpy',\n",
+              " 'to_orc',\n",
+              " 'to_parquet',\n",
+              " 'to_period',\n",
+              " 'to_pickle',\n",
+              " 'to_records',\n",
+              " 'to_sql',\n",
+              " 'to_stata',\n",
+              " 'to_string',\n",
+              " 'to_timestamp',\n",
+              " 'to_xarray',\n",
+              " 'to_xml',\n",
+              " 'transform',\n",
+              " 'transpose',\n",
+              " 'truediv',\n",
+              " 'truncate',\n",
+              " 'tz_convert',\n",
+              " 'tz_localize',\n",
+              " 'unstack',\n",
+              " 'update',\n",
+              " 'value_counts',\n",
+              " 'values',\n",
+              " 'var',\n",
+              " 'where',\n",
+              " 'xs']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 41
+        }
+      ],
+      "source": [
+        "dir(sp)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "NUufnYU-8mX4"
+      },
+      "source": [
+        "The following table summarizes some built-in Pandas aggregations:\n",
+        "\n",
+        "| Aggregation              | Description                     |\n",
+        "|--------------------------|---------------------------------|\n",
+        "| ``count()``              | Total number of items           |\n",
+        "| ``nunique()``            | Number of distinct items\n",
+        "| ``mean()``, ``median()`` | Mean and median                 |\n",
+        "| ``min()``, ``max()``     | Minimum and maximum             |\n",
+        "| ``std()``, ``var()``     | Standard deviation and variance |\n",
+        "| ``mad()``                | Mean absolute deviation         |\n",
+        "| ``prod()``               | Product of all items            |\n",
+        "| ``sum()``                | Sum of all items                |\n"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "ZpV-jgcddGZ_"
+      },
+      "source": [
+        "- Some statistics are computed from pairs of columns:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "VBaSjSmDdGaC",
+        "outputId": "d9b5f4e0-51ac-459b-fea8-bc8812a26bd2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "           GOOG       APPL       AMZN\n",
+              "GOOG  55.248513  13.269122  13.454445\n",
+              "APPL  13.269122   3.488251   3.236487\n",
+              "AMZN  13.454445   3.236487   3.364861"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-071fada2-f150-4a5b-b8ed-ef34b5f57083\" class=\"colab-df-container\">\n",
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+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>GOOG</th>\n",
+              "      <th>APPL</th>\n",
+              "      <th>AMZN</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>GOOG</th>\n",
+              "      <td>55.248513</td>\n",
+              "      <td>13.269122</td>\n",
+              "      <td>13.454445</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>APPL</th>\n",
+              "      <td>13.269122</td>\n",
+              "      <td>3.488251</td>\n",
+              "      <td>3.236487</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>AMZN</th>\n",
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+              "    .colab-df-container {\n",
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+              "    .colab-df-convert {\n",
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+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
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+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
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+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
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+              "\n",
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+              "        document.querySelector('#df-071fada2-f150-4a5b-b8ed-ef34b5f57083 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-071fada2-f150-4a5b-b8ed-ef34b5f57083');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
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+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-354918a8-c328-4e29-9c84-1e94685aee61\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-354918a8-c328-4e29-9c84-1e94685aee61')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
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+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-354918a8-c328-4e29-9c84-1e94685aee61 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"sp\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"GOOG\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 24.18349209326099,\n        \"min\": 13.269121918691017,\n        \"max\": 55.24851276078893,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          55.24851276078893,\n          13.269121918691017,\n          13.454444533302368\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"APPL\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 5.721051535790905,\n        \"min\": 3.236486896205,\n        \"max\": 13.269121918691017,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          13.269121918691017,\n          3.48825113303532,\n          3.236486896205\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"AMZN\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 5.862633587955939,\n        \"min\": 3.236486896205,\n        \"max\": 13.454444533302368,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          13.454444533302368,\n          3.236486896205,\n          3.364860926703335\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 42
+        }
+      ],
+      "source": [
+        "sp.cov(numeric_only=True)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 112
+        },
+        "id": "K2lEOOAW8mX5",
+        "outputId": "b0e15c51-1915-4cb9-e2da-e1c65d661f9f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          APPL      AMZN\n",
+              "APPL  3.488251  3.236487\n",
+              "AMZN  3.236487  3.364861"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-ef9fd23b-9989-4b1b-9623-691e4fb01d0e\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>APPL</th>\n",
+              "      <th>AMZN</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>APPL</th>\n",
+              "      <td>3.488251</td>\n",
+              "      <td>3.236487</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>AMZN</th>\n",
+              "      <td>3.236487</td>\n",
+              "      <td>3.364861</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-ef9fd23b-9989-4b1b-9623-691e4fb01d0e')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-ef9fd23b-9989-4b1b-9623-691e4fb01d0e button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-ef9fd23b-9989-4b1b-9623-691e4fb01d0e');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-de0f4e83-952b-497e-9785-16690f321426\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-de0f4e83-952b-497e-9785-16690f321426')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-de0f4e83-952b-497e-9785-16690f321426 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"sp[['APPL', 'AMZN']]\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"APPL\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.17802419912297515,\n        \"min\": 3.236486896205,\n        \"max\": 3.48825113303532,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          3.236486896205,\n          3.48825113303532\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"AMZN\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.09077414749362132,\n        \"min\": 3.236486896205,\n        \"max\": 3.364860926703335,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          3.364860926703335,\n          3.236486896205\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 43
+        }
+      ],
+      "source": [
+        "sp[['APPL', 'AMZN']].cov()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "xo3NLs1QdGaD"
+      },
+      "source": [
+        "- Some produce multiple summary statistics in one shot:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 300
+        },
+        "id": "bR30nxwSdGaE",
+        "outputId": "5dce12b4-bd69-4e0d-c724-e41a4dc12ad0"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "             GOOG        APPL        AMZN\n",
+              "count    4.000000    4.000000    4.000000\n",
+              "mean   533.425003  118.509924  421.550003\n",
+              "std      7.432934    1.867686    1.834356\n",
+              "min    524.219971  116.547424  419.100006\n",
+              "25%    529.154984  117.099819  420.667503\n",
+              "50%    534.350006  118.635792  422.029999\n",
+              "75%    538.620025  120.045897  422.912499\n",
+              "max    540.780029  120.220688  423.040009"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-3d98f501-29d1-4021-800f-373cef8d8566\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>GOOG</th>\n",
+              "      <th>APPL</th>\n",
+              "      <th>AMZN</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>count</th>\n",
+              "      <td>4.000000</td>\n",
+              "      <td>4.000000</td>\n",
+              "      <td>4.000000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>mean</th>\n",
+              "      <td>533.425003</td>\n",
+              "      <td>118.509924</td>\n",
+              "      <td>421.550003</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>std</th>\n",
+              "      <td>7.432934</td>\n",
+              "      <td>1.867686</td>\n",
+              "      <td>1.834356</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>min</th>\n",
+              "      <td>524.219971</td>\n",
+              "      <td>116.547424</td>\n",
+              "      <td>419.100006</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>25%</th>\n",
+              "      <td>529.154984</td>\n",
+              "      <td>117.099819</td>\n",
+              "      <td>420.667503</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>50%</th>\n",
+              "      <td>534.350006</td>\n",
+              "      <td>118.635792</td>\n",
+              "      <td>422.029999</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>75%</th>\n",
+              "      <td>538.620025</td>\n",
+              "      <td>120.045897</td>\n",
+              "      <td>422.912499</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>max</th>\n",
+              "      <td>540.780029</td>\n",
+              "      <td>120.220688</td>\n",
+              "      <td>423.040009</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-3d98f501-29d1-4021-800f-373cef8d8566')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-3d98f501-29d1-4021-800f-373cef8d8566 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-3d98f501-29d1-4021-800f-373cef8d8566');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-29385cc3-e9b8-490b-b4ab-c4c4ef4e8bd0\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-29385cc3-e9b8-490b-b4ab-c4c4ef4e8bd0')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-29385cc3-e9b8-490b-b4ab-c4c4ef4e8bd0 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"sp\",\n  \"rows\": 8,\n  \"fields\": [\n    {\n      \"column\": \"GOOG\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 244.33736825518412,\n        \"min\": 4.0,\n        \"max\": 540.780029,\n        \"num_unique_values\": 8,\n        \"samples\": [\n          533.4250030000001,\n          534.350006,\n          4.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"APPL\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 53.51923645373125,\n        \"min\": 1.8676860370617223,\n        \"max\": 120.220688,\n        \"num_unique_values\": 8,\n        \"samples\": [\n          118.50992400000001,\n          118.63579200000001,\n          4.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"AMZN\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 193.79429323398534,\n        \"min\": 1.834355725235249,\n        \"max\": 423.040009,\n        \"num_unique_values\": 8,\n        \"samples\": [\n          421.55000300000006,\n          422.02999850000003,\n          4.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 89
+        }
+      ],
+      "source": [
+        "# by default, summarize numeric columns only\n",
+        "sp.describe()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "The `include=['O']` means including only the columns with data type 'object' in the output of the describe() method. Here, 'O' stands for object, which typically pertains to strings or mixed data types in pandas."
+      ],
+      "metadata": {
+        "id": "SjBU1-g8HJuZ"
+      }
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "YUv2dmLK8mX8",
+        "outputId": "e322454b-bf14-4122-c9ee-006f331043b6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "            Date\n",
+              "count          4\n",
+              "unique         4\n",
+              "top     2015/5/1\n",
+              "freq           1"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-cb3368df-9bb9-4a25-91fb-361c050de4ac\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Date</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>count</th>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>unique</th>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>top</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>freq</th>\n",
+              "      <td>1</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-cb3368df-9bb9-4a25-91fb-361c050de4ac')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-cb3368df-9bb9-4a25-91fb-361c050de4ac button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-cb3368df-9bb9-4a25-91fb-361c050de4ac');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-4cb1ff6d-c9b3-4513-9695-1c89d357173c\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-4cb1ff6d-c9b3-4513-9695-1c89d357173c')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-4cb1ff6d-c9b3-4513-9695-1c89d357173c button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"sp\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"date\",\n        \"min\": \"1970-01-01 00:00:00.000000001\",\n        \"max\": \"2015-05-01 00:00:00\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"4\",\n          \"2015/5/1\",\n          \"1\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 90
+        }
+      ],
+      "source": [
+        "# Python object columns can be selected using include=['O'].\n",
+        "sp.describe(include=['O'])"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "ztubCDQ-8mX9",
+        "outputId": "9a50f269-caad-49fb-8a63-7bac2c4fb7a8"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "<class 'pandas.core.frame.DataFrame'>\n",
+            "RangeIndex: 4 entries, 0 to 3\n",
+            "Data columns (total 4 columns):\n",
+            " #   Column  Non-Null Count  Dtype  \n",
+            "---  ------  --------------  -----  \n",
+            " 0   Date    4 non-null      object \n",
+            " 1   GOOG    4 non-null      float64\n",
+            " 2   APPL    4 non-null      float64\n",
+            " 3   AMZN    4 non-null      float64\n",
+            "dtypes: float64(3), object(1)\n",
+            "memory usage: 256.0+ bytes\n"
+          ]
+        }
+      ],
+      "source": [
+        "sp.info()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "mtZzbfB8gKQu"
+      },
+      "source": [
+        "`Series` objects' `value_counts()` method can return the frequency of distinct values it contains:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "-8AcPogegr8y",
+        "outputId": "5f756067-11c9-4b06-9d15-cdfaf2afcde6"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "Date\n",
+              "2015/5/1    1\n",
+              "2015/5/4    1\n",
+              "2015/5/5    1\n",
+              "2015/5/6    1\n",
+              "Name: count, dtype: int64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 93
+        }
+      ],
+      "source": [
+        "sp['Date'].value_counts()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "_SRhspgjrzdg"
+      },
+      "source": [
+        "*Excercise*:\n",
+        "Can you calculate the standard deviation of stocks in `sp`?"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "aGddi9_HsACN",
+        "outputId": "29eb1e7c-7ff4-46a0-f83e-cdb2d16fbe9a"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "GOOG    7.432934\n",
+              "APPL    1.867686\n",
+              "AMZN    1.834356\n",
+              "dtype: float64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 94
+        }
+      ],
+      "source": [
+        "# write your code here\n",
+        "sp[['GOOG', 'APPL', 'AMZN']].std()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "LJMVU4nU8mW5"
+      },
+      "source": [
+        "---\n",
+        "\n",
+        "<br>\n",
+        "\n",
+        "# 5 Handling Missing Values"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "PMCPChKl8mW5",
+        "outputId": "84d81f35-4918-4b20-9a23-99cdb3920089"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "     A    B  C\n",
+              "0  1.0  5.0  4\n",
+              "1  2.0  NaN  5\n",
+              "2  NaN  NaN  6"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-6573ab62-9985-4ea6-b5c6-b71924eb2545\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>A</th>\n",
+              "      <th>B</th>\n",
+              "      <th>C</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>1.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2.0</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>NaN</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>6</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-6573ab62-9985-4ea6-b5c6-b71924eb2545')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-6573ab62-9985-4ea6-b5c6-b71924eb2545 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-6573ab62-9985-4ea6-b5c6-b71924eb2545');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-7eb779d8-e6ea-4b69-b14b-7a11e609ccfa\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-7eb779d8-e6ea-4b69-b14b-7a11e609ccfa')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-7eb779d8-e6ea-4b69-b14b-7a11e609ccfa button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "df_w_nan",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"A\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.7071067811865476,\n        \"min\": 1.0,\n        \"max\": 2.0,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          2.0,\n          1.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"B\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 5.0,\n        \"max\": 5.0,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          5.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1,\n        \"min\": 4,\n        \"max\": 6,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          4\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 95
+        }
+      ],
+      "source": [
+        "import numpy as np\n",
+        "\n",
+        "df_w_nan = pd.DataFrame({'A': [1, 2, np.nan],\n",
+        "                         'B': [5, np.nan, np.nan],\n",
+        "                         'C': [4, 5, 6]})\n",
+        "df_w_nan"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "WxrkQ2wKdGZH"
+      },
+      "source": [
+        "\n",
+        "Pandas provides several useful methods for detecting, removing, and replacing missing values in pandas data structures:\n",
+        "\n",
+        "- [`isnull()`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.isna.html) generates a boolean mask indicating missing values, while [`notnull()`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.notna.html) produces the opposite:\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "kYRcEYES8mW9",
+        "outputId": "0ce23f0a-1a21-4faf-d5fe-8d3cd5cca75d"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "       A      B      C\n",
+              "0  False  False  False\n",
+              "1  False   True  False\n",
+              "2   True   True  False"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-c3bf7cc8-258c-40ed-bdb5-20b8eb0cf596\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>A</th>\n",
+              "      <th>B</th>\n",
+              "      <th>C</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>False</td>\n",
+              "      <td>False</td>\n",
+              "      <td>False</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>False</td>\n",
+              "      <td>True</td>\n",
+              "      <td>False</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>True</td>\n",
+              "      <td>True</td>\n",
+              "      <td>False</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-c3bf7cc8-258c-40ed-bdb5-20b8eb0cf596')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-c3bf7cc8-258c-40ed-bdb5-20b8eb0cf596 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-c3bf7cc8-258c-40ed-bdb5-20b8eb0cf596');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-7614cd73-1a57-4a43-9934-8a131425b260\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-7614cd73-1a57-4a43-9934-8a131425b260')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-7614cd73-1a57-4a43-9934-8a131425b260 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"A\",\n      \"properties\": {\n        \"dtype\": \"boolean\",\n        \"num_unique_values\": 2,\n        \"samples\": [\n          true,\n          false\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"B\",\n      \"properties\": {\n        \"dtype\": \"boolean\",\n        \"num_unique_values\": 2,\n        \"samples\": [\n          true,\n          false\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"boolean\",\n        \"num_unique_values\": 1,\n        \"samples\": [\n          false\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 96
+        }
+      ],
+      "source": [
+        "df_w_nan.isnull()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "xkXQSA9K8mW_",
+        "outputId": "95289e32-344c-4f24-be16-e600b50e926f"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "0     True\n",
+              "1     True\n",
+              "2    False\n",
+              "Name: A, dtype: bool"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 97
+        }
+      ],
+      "source": [
+        "df_w_nan.A.notnull()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "JHC_6HHQ8mXB"
+      },
+      "source": [
+        "\n",
+        "- [`dropna()`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.dropna.html) returns a filtered version of the data:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 81
+        },
+        "id": "FpDN3MRx8mXC",
+        "outputId": "42add103-652f-4b08-e213-4c398dc2af3a"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "     A    B  C\n",
+              "0  1.0  5.0  4"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-cd038088-b751-4228-bc03-264610306eaf\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>A</th>\n",
+              "      <th>B</th>\n",
+              "      <th>C</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>1.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-cd038088-b751-4228-bc03-264610306eaf')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-cd038088-b751-4228-bc03-264610306eaf button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-cd038088-b751-4228-bc03-264610306eaf');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 1,\n  \"fields\": [\n    {\n      \"column\": \"A\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 1.0,\n        \"max\": 1.0,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          1.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"B\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 5.0,\n        \"max\": 5.0,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          5.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 4,\n        \"max\": 4,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          4\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 98
+        }
+      ],
+      "source": [
+        "df_w_nan.dropna(axis=0)  # axis=0 Drop rows which contain missing values."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "H6_ulSI-8mXD",
+        "outputId": "467f88cf-36bf-484a-d8f3-74b32990793b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "   C\n",
+              "0  4\n",
+              "1  5\n",
+              "2  6"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-4d718b9f-a556-497b-a1bf-da4109e00fe3\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>C</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>6</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-4d718b9f-a556-497b-a1bf-da4109e00fe3')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-4d718b9f-a556-497b-a1bf-da4109e00fe3 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-4d718b9f-a556-497b-a1bf-da4109e00fe3');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-bb3f305c-e455-48e9-826a-e12379b31c53\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-bb3f305c-e455-48e9-826a-e12379b31c53')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-bb3f305c-e455-48e9-826a-e12379b31c53 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1,\n        \"min\": 4,\n        \"max\": 6,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          4,\n          5,\n          6\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 99
+        }
+      ],
+      "source": [
+        "df_w_nan.dropna(axis=1) # axis=1 Drop columns which contain missing values."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "yivKqJG-8mXG"
+      },
+      "source": [
+        "\n",
+        "- [`fillna()`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.fillna.html) returns a copy of the data with missing values filled or imputed (set `inplace=True` to modify it in place):"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "lmVV7bpl8mXI",
+        "outputId": "efbf5492-41f9-43c1-d24f-d4088ca1226b"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "     A    B  C\n",
+              "0  1.0  5.0  4\n",
+              "1  2.0  NaN  5\n",
+              "2  NaN  NaN  6"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-3d29de44-7721-41f6-a5c9-0ea9cac9e95e\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>A</th>\n",
+              "      <th>B</th>\n",
+              "      <th>C</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>1.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2.0</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>NaN</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>6</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-3d29de44-7721-41f6-a5c9-0ea9cac9e95e')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-3d29de44-7721-41f6-a5c9-0ea9cac9e95e button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-3d29de44-7721-41f6-a5c9-0ea9cac9e95e');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-a224330e-12f9-4272-8217-bbf71e0b4089\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-a224330e-12f9-4272-8217-bbf71e0b4089')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-a224330e-12f9-4272-8217-bbf71e0b4089 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "df_w_nan",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"A\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.7071067811865476,\n        \"min\": 1.0,\n        \"max\": 2.0,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          2.0,\n          1.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"B\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": null,\n        \"min\": 5.0,\n        \"max\": 5.0,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          5.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1,\n        \"min\": 4,\n        \"max\": 6,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          4\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 100
+        }
+      ],
+      "source": [
+        "df_w_nan"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "YHN9QNRX8mXK",
+        "outputId": "1f7e1037-257f-44c4-f982-3f6d296a93f9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "     A    B  C\n",
+              "0  1.0  5.0  4\n",
+              "1  2.0  0.0  5\n",
+              "2  0.0  0.0  6"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-d84efa15-af28-47ec-a5f6-0dcdac2d34e2\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>A</th>\n",
+              "      <th>B</th>\n",
+              "      <th>C</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>1.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>6</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-d84efa15-af28-47ec-a5f6-0dcdac2d34e2')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-d84efa15-af28-47ec-a5f6-0dcdac2d34e2 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-d84efa15-af28-47ec-a5f6-0dcdac2d34e2');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-7290c271-7606-472d-b913-9982a34f2dad\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-7290c271-7606-472d-b913-9982a34f2dad')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-7290c271-7606-472d-b913-9982a34f2dad button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"A\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1.0,\n        \"min\": 0.0,\n        \"max\": 2.0,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          1.0,\n          2.0,\n          0.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"B\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 2.8867513459481287,\n        \"min\": 0.0,\n        \"max\": 5.0,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          0.0,\n          5.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1,\n        \"min\": 4,\n        \"max\": 6,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          4,\n          5\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 102
+        }
+      ],
+      "source": [
+        "# Replace all NaN elements with 0s.\n",
+        "df_w_nan.fillna(0)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "CPDbf5qv8mXL",
+        "outputId": "26f6ff4d-40c5-4f3b-ae0e-04f03eeabda2"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "     A    B  C\n",
+              "0  1.0  5.0  4\n",
+              "1  2.0  5.0  5\n",
+              "2  2.0  5.0  6"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-5fa494c1-f80c-4312-a6b1-001d1659cde4\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>A</th>\n",
+              "      <th>B</th>\n",
+              "      <th>C</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>1.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>2.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>6</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-5fa494c1-f80c-4312-a6b1-001d1659cde4')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-5fa494c1-f80c-4312-a6b1-001d1659cde4 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-5fa494c1-f80c-4312-a6b1-001d1659cde4');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-5ad0755e-72ab-476d-9700-43babf4bcd35\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-5ad0755e-72ab-476d-9700-43babf4bcd35')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-5ad0755e-72ab-476d-9700-43babf4bcd35 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"A\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.5773502691896257,\n        \"min\": 1.0,\n        \"max\": 2.0,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          2.0,\n          1.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"B\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.0,\n        \"min\": 5.0,\n        \"max\": 5.0,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          5.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1,\n        \"min\": 4,\n        \"max\": 6,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          4\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 103
+        }
+      ],
+      "source": [
+        "#ffill() function is used to forward fill the missing value with the value from the previous row (column) when axis = 0 (1)\n",
+        "df_w_nan.fillna(method='ffill', axis=0)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "lmZwc_wpt_pj"
+      },
+      "source": [
+        "A more flexible way to fill or impute values (in place) is to use the assignment form of indexing:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "y4WYqzg-mIjX",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "outputId": "825c1e82-6723-4e97-b1ef-dbdec91719cd"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "     A    B  C\n",
+              "0  1.0  5.0  4\n",
+              "1  2.0  5.0  5\n",
+              "2  NaN  5.0  6"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-f6eca340-ae9e-4645-a9b7-0243ae484808\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
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+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
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+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>A</th>\n",
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+              "    </tr>\n",
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+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>1.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>4</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2.0</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>NaN</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>6</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-f6eca340-ae9e-4645-a9b7-0243ae484808')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-f6eca340-ae9e-4645-a9b7-0243ae484808 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-f6eca340-ae9e-4645-a9b7-0243ae484808');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-684d534e-7be7-4184-ae17-f58aac486986\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-684d534e-7be7-4184-ae17-f58aac486986')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-684d534e-7be7-4184-ae17-f58aac486986 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "df_w_nan",
+              "summary": "{\n  \"name\": \"df_w_nan\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"A\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.7071067811865476,\n        \"min\": 1.0,\n        \"max\": 2.0,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          2.0,\n          1.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"B\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.0,\n        \"min\": 5.0,\n        \"max\": 5.0,\n        \"num_unique_values\": 1,\n        \"samples\": [\n          5.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"C\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1,\n        \"min\": 4,\n        \"max\": 6,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          4\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 104
+        }
+      ],
+      "source": [
+        "df_w_nan.loc[df_w_nan.B.isnull(), 'B'] =  df_w_nan.B.mean()\n",
+        "df_w_nan"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "62sWIkFldGap"
+      },
+      "source": [
+        "---\n",
+        "\n",
+        "<Br>\n",
+        "\n",
+        "# 6 Computing Group-wise Summary Statistics\n",
+        "\n",
+        "\n",
+        "\n",
+        "Categorizing a dataset and applying a function to each group (whether be an aggregation or transformation) is often a critical component of a data analysis workflow.  \n",
+        "\n",
+        "<img src=\"https://drive.google.com/uc?export=download&id=1USxwseQh7gp-OgAzuaALoozVp8iXGkeE\" width=550 />\n",
+        "\n",
+        "\n",
+        "\n",
+        "Splitting data in a `DataFrame` into groups can be done by calling the `DataFrame`'s [`groupby()`](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.groupby.html) method, passing the name of the desired key column:\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 425
+        },
+        "id": "ji2znJdbdGa2",
+        "outputId": "b0adf8e6-c883-4797-f2f4-4c264ba84695"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "        Date Symbol       Price    Volume\n",
+              "0   2015/5/1   GOOG  537.900024   1768200\n",
+              "1   2015/5/4   GOOG  540.780029   1308000\n",
+              "2   2015/5/5   GOOG  530.799988   1383100\n",
+              "3   2015/5/6   GOOG  524.219971   1567000\n",
+              "4   2015/5/1   APPL  120.220688  58512600\n",
+              "5   2015/5/4   APPL  119.987633  50988300\n",
+              "6   2015/5/5   APPL  117.283951  49271400\n",
+              "7   2015/5/6   APPL  116.547424  72141000\n",
+              "8   2015/5/1   AMZN  422.869995   3565800\n",
+              "9   2015/5/4   AMZN  423.040009   2270400\n",
+              "10  2015/5/5   AMZN  421.190002   2856400\n",
+              "11  2015/5/6   AMZN  419.100006   2552500"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-37929628-5329-4618-b47a-c276a679c99f\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Date</th>\n",
+              "      <th>Symbol</th>\n",
+              "      <th>Price</th>\n",
+              "      <th>Volume</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>GOOG</td>\n",
+              "      <td>537.900024</td>\n",
+              "      <td>1768200</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2015/5/4</td>\n",
+              "      <td>GOOG</td>\n",
+              "      <td>540.780029</td>\n",
+              "      <td>1308000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>2015/5/5</td>\n",
+              "      <td>GOOG</td>\n",
+              "      <td>530.799988</td>\n",
+              "      <td>1383100</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>2015/5/6</td>\n",
+              "      <td>GOOG</td>\n",
+              "      <td>524.219971</td>\n",
+              "      <td>1567000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>APPL</td>\n",
+              "      <td>120.220688</td>\n",
+              "      <td>58512600</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>5</th>\n",
+              "      <td>2015/5/4</td>\n",
+              "      <td>APPL</td>\n",
+              "      <td>119.987633</td>\n",
+              "      <td>50988300</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>6</th>\n",
+              "      <td>2015/5/5</td>\n",
+              "      <td>APPL</td>\n",
+              "      <td>117.283951</td>\n",
+              "      <td>49271400</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>7</th>\n",
+              "      <td>2015/5/6</td>\n",
+              "      <td>APPL</td>\n",
+              "      <td>116.547424</td>\n",
+              "      <td>72141000</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>8</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>AMZN</td>\n",
+              "      <td>422.869995</td>\n",
+              "      <td>3565800</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>9</th>\n",
+              "      <td>2015/5/4</td>\n",
+              "      <td>AMZN</td>\n",
+              "      <td>423.040009</td>\n",
+              "      <td>2270400</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>10</th>\n",
+              "      <td>2015/5/5</td>\n",
+              "      <td>AMZN</td>\n",
+              "      <td>421.190002</td>\n",
+              "      <td>2856400</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>11</th>\n",
+              "      <td>2015/5/6</td>\n",
+              "      <td>AMZN</td>\n",
+              "      <td>419.100006</td>\n",
+              "      <td>2552500</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-37929628-5329-4618-b47a-c276a679c99f')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-37929628-5329-4618-b47a-c276a679c99f button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-37929628-5329-4618-b47a-c276a679c99f');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-f34b5b59-d2b6-4569-9334-0edd1a5acd39\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-f34b5b59-d2b6-4569-9334-0edd1a5acd39')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-f34b5b59-d2b6-4569-9334-0edd1a5acd39 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "stock",
+              "summary": "{\n  \"name\": \"stock\",\n  \"rows\": 12,\n  \"fields\": [\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"object\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"2015/5/4\",\n          \"2015/5/6\",\n          \"2015/5/1\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Symbol\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"GOOG\",\n          \"APPL\",\n          \"AMZN\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Price\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 183.11895671451376,\n        \"min\": 116.547424,\n        \"max\": 540.780029,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          421.190002,\n          423.040009,\n          537.900024\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Volume\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 27902924,\n        \"min\": 1308000,\n        \"max\": 72141000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          2856400,\n          2270400,\n          1768200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 44
+        }
+      ],
+      "source": [
+        "#! wget -q -O stock.csv \"https://raw.githubusercontent.com/justinjiajia/datafiles/main/pricevolume_sub.csv\"\n",
+        "#stock = pd.read_csv(\"stock.csv\")\n",
+        "stock = pd.read_csv(\"https://raw.githubusercontent.com/justinjiajia/datafiles/main/pricevolume_sub.csv\")\n",
+        "stock"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "pu1SX3u8dGa4",
+        "outputId": "16880a51-126c-4d43-b8e2-dda3f0398a20"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "AMZN\n",
+            "        Date Symbol       Price   Volume\n",
+            "8   2015/5/1   AMZN  422.869995  3565800\n",
+            "9   2015/5/4   AMZN  423.040009  2270400\n",
+            "10  2015/5/5   AMZN  421.190002  2856400\n",
+            "11  2015/5/6   AMZN  419.100006  2552500\n",
+            "APPL\n",
+            "       Date Symbol       Price    Volume\n",
+            "4  2015/5/1   APPL  120.220688  58512600\n",
+            "5  2015/5/4   APPL  119.987633  50988300\n",
+            "6  2015/5/5   APPL  117.283951  49271400\n",
+            "7  2015/5/6   APPL  116.547424  72141000\n",
+            "GOOG\n",
+            "       Date Symbol       Price   Volume\n",
+            "0  2015/5/1   GOOG  537.900024  1768200\n",
+            "1  2015/5/4   GOOG  540.780029  1308000\n",
+            "2  2015/5/5   GOOG  530.799988  1383100\n",
+            "3  2015/5/6   GOOG  524.219971  1567000\n"
+          ]
+        }
+      ],
+      "source": [
+        "stock_by_symbol = stock.groupby('Symbol')\n",
+        "\n",
+        "# what was returned is a GroupBy object\n",
+        "# wrap it in a loop to have a peek at the resulting grouping\n",
+        "for key, group in stock_by_symbol:\n",
+        "    print(key)\n",
+        "    print(group)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "S335A83LdGa6",
+        "outputId": "3174bd76-8a29-4625-cebf-45d207043727"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "('2015/5/1', 'AMZN')\n",
+            "       Date Symbol       Price   Volume\n",
+            "8  2015/5/1   AMZN  422.869995  3565800\n",
+            "('2015/5/1', 'APPL')\n",
+            "       Date Symbol       Price    Volume\n",
+            "4  2015/5/1   APPL  120.220688  58512600\n",
+            "('2015/5/1', 'GOOG')\n",
+            "       Date Symbol       Price   Volume\n",
+            "0  2015/5/1   GOOG  537.900024  1768200\n",
+            "('2015/5/4', 'AMZN')\n",
+            "       Date Symbol       Price   Volume\n",
+            "9  2015/5/4   AMZN  423.040009  2270400\n",
+            "('2015/5/4', 'APPL')\n",
+            "       Date Symbol       Price    Volume\n",
+            "5  2015/5/4   APPL  119.987633  50988300\n",
+            "('2015/5/4', 'GOOG')\n",
+            "       Date Symbol       Price   Volume\n",
+            "1  2015/5/4   GOOG  540.780029  1308000\n",
+            "('2015/5/5', 'AMZN')\n",
+            "        Date Symbol       Price   Volume\n",
+            "10  2015/5/5   AMZN  421.190002  2856400\n",
+            "('2015/5/5', 'APPL')\n",
+            "       Date Symbol       Price    Volume\n",
+            "6  2015/5/5   APPL  117.283951  49271400\n",
+            "('2015/5/5', 'GOOG')\n",
+            "       Date Symbol       Price   Volume\n",
+            "2  2015/5/5   GOOG  530.799988  1383100\n",
+            "('2015/5/6', 'AMZN')\n",
+            "        Date Symbol       Price   Volume\n",
+            "11  2015/5/6   AMZN  419.100006  2552500\n",
+            "('2015/5/6', 'APPL')\n",
+            "       Date Symbol       Price    Volume\n",
+            "7  2015/5/6   APPL  116.547424  72141000\n",
+            "('2015/5/6', 'GOOG')\n",
+            "       Date Symbol       Price   Volume\n",
+            "3  2015/5/6   GOOG  524.219971  1567000\n"
+          ]
+        }
+      ],
+      "source": [
+        "stock_by_date_symbol = stock.groupby(['Date', 'Symbol'])\n",
+        "\n",
+        "for key, group in stock_by_date_symbol:\n",
+        "    print(key)\n",
+        "    print(group)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "WDwA2lHpdGbB"
+      },
+      "source": [
+        "\n",
+        "\n",
+        "Pandas provides [many common aggregations](https://pandas.pydata.org/pandas-docs/stable/reference/groupby.html#computations-descriptive-stats) that can be applied to `GroupBy` objects and return a scalar per group in the apply/combine steps:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "z_mfX9WLcPRu",
+        "outputId": "5460927b-8e65-41f9-e4a5-f0dd6957a7f3"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "['Date',\n",
+              " 'Price',\n",
+              " 'Symbol',\n",
+              " 'Volume',\n",
+              " '_DataFrameGroupBy__examples_dataframe_doc',\n",
+              " '__annotations__',\n",
+              " '__class__',\n",
+              " '__class_getitem__',\n",
+              " '__delattr__',\n",
+              " '__dict__',\n",
+              " '__dir__',\n",
+              " '__doc__',\n",
+              " '__eq__',\n",
+              " '__format__',\n",
+              " '__ge__',\n",
+              " '__getattr__',\n",
+              " '__getattribute__',\n",
+              " '__getitem__',\n",
+              " '__gt__',\n",
+              " '__hash__',\n",
+              " '__init__',\n",
+              " '__init_subclass__',\n",
+              " '__iter__',\n",
+              " '__le__',\n",
+              " '__len__',\n",
+              " '__lt__',\n",
+              " '__module__',\n",
+              " '__ne__',\n",
+              " '__new__',\n",
+              " '__orig_bases__',\n",
+              " '__parameters__',\n",
+              " '__reduce__',\n",
+              " '__reduce_ex__',\n",
+              " '__repr__',\n",
+              " '__setattr__',\n",
+              " '__sizeof__',\n",
+              " '__slots__',\n",
+              " '__str__',\n",
+              " '__subclasshook__',\n",
+              " '__weakref__',\n",
+              " '_accessors',\n",
+              " '_agg_examples_doc',\n",
+              " '_agg_general',\n",
+              " '_agg_py_fallback',\n",
+              " '_aggregate_frame',\n",
+              " '_aggregate_with_numba',\n",
+              " '_apply_filter',\n",
+              " '_apply_to_column_groupbys',\n",
+              " '_ascending_count',\n",
+              " '_bool_agg',\n",
+              " '_cache',\n",
+              " '_choose_path',\n",
+              " '_concat_objects',\n",
+              " '_constructor',\n",
+              " '_cumcount_array',\n",
+              " '_cython_agg_general',\n",
+              " '_cython_transform',\n",
+              " '_define_paths',\n",
+              " '_descending_count',\n",
+              " '_dir_additions',\n",
+              " '_dir_deletions',\n",
+              " '_fill',\n",
+              " '_get_cythonized_result',\n",
+              " '_get_data_to_aggregate',\n",
+              " '_get_index',\n",
+              " '_get_indices',\n",
+              " '_gotitem',\n",
+              " '_hidden_attrs',\n",
+              " '_indexed_output_to_ndframe',\n",
+              " '_insert_inaxis_grouper',\n",
+              " '_internal_names',\n",
+              " '_internal_names_set',\n",
+              " '_is_protocol',\n",
+              " '_iterate_column_groupbys',\n",
+              " '_iterate_slices',\n",
+              " '_make_mask_from_int',\n",
+              " '_make_mask_from_list',\n",
+              " '_make_mask_from_positional_indexer',\n",
+              " '_make_mask_from_slice',\n",
+              " '_make_mask_from_tuple',\n",
+              " '_mask_selected_obj',\n",
+              " '_maybe_transpose_result',\n",
+              " '_nth',\n",
+              " '_numba_agg_general',\n",
+              " '_numba_prep',\n",
+              " '_obj_1d_constructor',\n",
+              " '_obj_with_exclusions',\n",
+              " '_op_via_apply',\n",
+              " '_positional_selector',\n",
+              " '_python_agg_general',\n",
+              " '_python_apply_general',\n",
+              " '_reindex_output',\n",
+              " '_reset_cache',\n",
+              " '_selected_obj',\n",
+              " '_selection',\n",
+              " '_selection_list',\n",
+              " '_set_result_index_ordered',\n",
+              " '_transform',\n",
+              " '_transform_general',\n",
+              " '_transform_with_numba',\n",
+              " '_value_counts',\n",
+              " '_wrap_agged_manager',\n",
+              " '_wrap_aggregated_output',\n",
+              " '_wrap_applied_output',\n",
+              " '_wrap_applied_output_series',\n",
+              " '_wrap_transform_fast_result',\n",
+              " 'agg',\n",
+              " 'aggregate',\n",
+              " 'all',\n",
+              " 'any',\n",
+              " 'apply',\n",
+              " 'bfill',\n",
+              " 'boxplot',\n",
+              " 'corr',\n",
+              " 'corrwith',\n",
+              " 'count',\n",
+              " 'cov',\n",
+              " 'cumcount',\n",
+              " 'cummax',\n",
+              " 'cummin',\n",
+              " 'cumprod',\n",
+              " 'cumsum',\n",
+              " 'describe',\n",
+              " 'diff',\n",
+              " 'dtypes',\n",
+              " 'ewm',\n",
+              " 'expanding',\n",
+              " 'ffill',\n",
+              " 'fillna',\n",
+              " 'filter',\n",
+              " 'first',\n",
+              " 'get_group',\n",
+              " 'groups',\n",
+              " 'head',\n",
+              " 'hist',\n",
+              " 'idxmax',\n",
+              " 'idxmin',\n",
+              " 'indices',\n",
+              " 'last',\n",
+              " 'max',\n",
+              " 'mean',\n",
+              " 'median',\n",
+              " 'min',\n",
+              " 'ndim',\n",
+              " 'ngroup',\n",
+              " 'ngroups',\n",
+              " 'nth',\n",
+              " 'nunique',\n",
+              " 'ohlc',\n",
+              " 'pct_change',\n",
+              " 'pipe',\n",
+              " 'plot',\n",
+              " 'prod',\n",
+              " 'quantile',\n",
+              " 'rank',\n",
+              " 'resample',\n",
+              " 'rolling',\n",
+              " 'sample',\n",
+              " 'sem',\n",
+              " 'shift',\n",
+              " 'size',\n",
+              " 'skew',\n",
+              " 'std',\n",
+              " 'sum',\n",
+              " 'tail',\n",
+              " 'take',\n",
+              " 'transform',\n",
+              " 'value_counts',\n",
+              " 'var']"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 109
+        }
+      ],
+      "source": [
+        "dir(stock_by_symbol)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "eCB8zLYgdGbD",
+        "outputId": "d963268a-3340-42c2-9ef2-a2f7a83444df"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "             Price      Volume\n",
+              "Symbol                        \n",
+              "AMZN    421.550003   2811275.0\n",
+              "APPL    118.509924  57728325.0\n",
+              "GOOG    533.425003   1506575.0"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-141aa47d-7a00-4f08-9d48-d152de4a4de1\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
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+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Price</th>\n",
+              "      <th>Volume</th>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Symbol</th>\n",
+              "      <th></th>\n",
+              "      <th></th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>AMZN</th>\n",
+              "      <td>421.550003</td>\n",
+              "      <td>2811275.0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>APPL</th>\n",
+              "      <td>118.509924</td>\n",
+              "      <td>57728325.0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>GOOG</th>\n",
+              "      <td>533.425003</td>\n",
+              "      <td>1506575.0</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-141aa47d-7a00-4f08-9d48-d152de4a4de1')\"\n",
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+              "\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-141aa47d-7a00-4f08-9d48-d152de4a4de1 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-141aa47d-7a00-4f08-9d48-d152de4a4de1');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-e6fa7956-4bc6-4ff6-b1d4-e5df12d9008d\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-e6fa7956-4bc6-4ff6-b1d4-e5df12d9008d')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-e6fa7956-4bc6-4ff6-b1d4-e5df12d9008d button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"stock_by_symbol\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Symbol\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"AMZN\",\n          \"APPL\",\n          \"GOOG\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Price\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 214.671775775214,\n        \"min\": 118.509924,\n        \"max\": 533.4250030000001,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          421.550003,\n          118.509924,\n          533.4250030000001\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Volume\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 32089639.54262861,\n        \"min\": 1506575.0,\n        \"max\": 57728325.0,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          2811275.0,\n          57728325.0,\n          1506575.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 110
+        }
+      ],
+      "source": [
+        "# can only apply to numeric columns\n",
+        "stock_by_symbol.mean(numeric_only=True)"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "mfaA9Uyn0cI5",
+        "outputId": "ec274c92-0a2b-4c3d-ce4b-6f888a5221a9"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "            Date       Price    Volume\n",
+              "Symbol                                \n",
+              "AMZN    2015/5/1  419.100006   2270400\n",
+              "APPL    2015/5/1  116.547424  49271400\n",
+              "GOOG    2015/5/1  524.219971   1308000"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-2b519933-b25a-4ddc-9b4a-5cf73950a295\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Date</th>\n",
+              "      <th>Price</th>\n",
+              "      <th>Volume</th>\n",
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+              "      <th>Symbol</th>\n",
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+              "      <th></th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>AMZN</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>419.100006</td>\n",
+              "      <td>2270400</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>APPL</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>116.547424</td>\n",
+              "      <td>49271400</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>GOOG</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>524.219971</td>\n",
+              "      <td>1308000</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-2b519933-b25a-4ddc-9b4a-5cf73950a295')\"\n",
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+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-2b519933-b25a-4ddc-9b4a-5cf73950a295 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-2b519933-b25a-4ddc-9b4a-5cf73950a295');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-e91a93a9-aaa4-41fd-95f0-4567b66014cb\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-e91a93a9-aaa4-41fd-95f0-4567b66014cb')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-e91a93a9-aaa4-41fd-95f0-4567b66014cb button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"stock_by_symbol\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Symbol\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"AMZN\",\n          \"APPL\",\n          \"GOOG\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"object\",\n        \"num_unique_values\": 1,\n        \"samples\": [\n          \"2015/5/1\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Price\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 211.65426899149122,\n        \"min\": 116.547424,\n        \"max\": 524.219971,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          419.100006\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Volume\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 27418083,\n        \"min\": 1308000,\n        \"max\": 49271400,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          2270400\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 47
+        }
+      ],
+      "source": [
+        "# can also apply to categorical columns\n",
+        "stock_by_symbol.min()"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 174
+        },
+        "id": "o3iyQqHJ0nD0",
+        "outputId": "8c11d8ae-faa1-4d42-f314-41b2eb8ff431"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "            Date       Price    Volume\n",
+              "Symbol                                \n",
+              "AMZN    2015/5/1  422.869995   3565800\n",
+              "APPL    2015/5/1  120.220688  58512600\n",
+              "GOOG    2015/5/1  537.900024   1768200"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-dfa8dfba-9754-475d-8dd3-fae0e3c8f85d\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Date</th>\n",
+              "      <th>Price</th>\n",
+              "      <th>Volume</th>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Symbol</th>\n",
+              "      <th></th>\n",
+              "      <th></th>\n",
+              "      <th></th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>AMZN</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>422.869995</td>\n",
+              "      <td>3565800</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>APPL</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>120.220688</td>\n",
+              "      <td>58512600</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>GOOG</th>\n",
+              "      <td>2015/5/1</td>\n",
+              "      <td>537.900024</td>\n",
+              "      <td>1768200</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-dfa8dfba-9754-475d-8dd3-fae0e3c8f85d')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-dfa8dfba-9754-475d-8dd3-fae0e3c8f85d button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-dfa8dfba-9754-475d-8dd3-fae0e3c8f85d');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-6d0487d9-e807-4e3c-9339-1d21d5cee7e4\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-6d0487d9-e807-4e3c-9339-1d21d5cee7e4')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-6d0487d9-e807-4e3c-9339-1d21d5cee7e4 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"stock_by_symbol\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Symbol\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"AMZN\",\n          \"APPL\",\n          \"GOOG\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"object\",\n        \"num_unique_values\": 1,\n        \"samples\": [\n          \"2015/5/1\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Price\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 215.74851807939186,\n        \"min\": 120.220688,\n        \"max\": 537.900024,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          422.869995\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Volume\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 32254997,\n        \"min\": 1768200,\n        \"max\": 58512600,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          3565800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 48
+        }
+      ],
+      "source": [
+        "# select the first record of each group\n",
+        "stock_by_symbol.first()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "Nz6Nb0-GdGbH"
+      },
+      "source": [
+        "To suppress using group keys as indices in the aggregated output, we can pass `as_index=False` to `groupby()` when first creating the `GroupBy` object:"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "x5YRkPy2dGbH",
+        "outputId": "260fd0f6-079f-4357-d92e-7177d5b5bc7a"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "  Symbol       Price      Volume\n",
+              "0   AMZN  421.550003   2811275.0\n",
+              "1   APPL  118.509924  57728325.0\n",
+              "2   GOOG  533.425003   1506575.0"
+            ],
+            "text/html": [
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+              "      <td>421.550003</td>\n",
+              "      <td>2811275.0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>APPL</td>\n",
+              "      <td>118.509924</td>\n",
+              "      <td>57728325.0</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>GOOG</td>\n",
+              "      <td>533.425003</td>\n",
+              "      <td>1506575.0</td>\n",
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+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
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+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
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+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-7a4d0266-294a-4e35-8c45-9306d9febb59 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-7a4d0266-294a-4e35-8c45-9306d9febb59');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
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+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
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+              "            style=\"display:none;\">\n",
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+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
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+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
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+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
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+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-dd1b84a2-d8b7-4c9c-b5c1-394abcce69ff button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"stock_by_symbol\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Symbol\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"AMZN\",\n          \"APPL\",\n          \"GOOG\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Price\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 214.671775775214,\n        \"min\": 118.509924,\n        \"max\": 533.4250030000001,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          421.550003,\n          118.509924,\n          533.4250030000001\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Volume\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 32089639.54262861,\n        \"min\": 1506575.0,\n        \"max\": 57728325.0,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          2811275.0,\n          57728325.0,\n          1506575.0\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 49
+        }
+      ],
+      "source": [
+        "stock_by_symbol = stock.groupby('Symbol', as_index=False)\n",
+        "stock_by_symbol.mean(numeric_only=True)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "pcMUIpx1s4BW"
+      },
+      "source": [
+        "*In-Class Exercise:*\n",
+        "\n",
+        "What is the most popular names for US babies?\n",
+        "\n",
+        "Below codes allows you to retrieve US baby names from 2004~2014, please apply what you have learnt to get the 5 most popular names during this period with the counts of each name?  Hint: you may use `.sort_values(by=\"Column\", ascending=False)` method to sort a DataFrame."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 3,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 423
+        },
+        "id": "2JIpEZY7tOgA",
+        "outputId": "1cf8a561-c172-4335-df7e-c933ed674983"
+      },
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "         Unnamed: 0       Id     Name  Year Gender State  Count\n",
+              "0             11349    11350     Emma  2004      F    AK     62\n",
+              "1             11350    11351  Madison  2004      F    AK     48\n",
+              "2             11351    11352   Hannah  2004      F    AK     46\n",
+              "3             11352    11353    Grace  2004      F    AK     44\n",
+              "4             11353    11354    Emily  2004      F    AK     41\n",
+              "...             ...      ...      ...   ...    ...   ...    ...\n",
+              "1016390     5647421  5647422     Seth  2014      M    WY      5\n",
+              "1016391     5647422  5647423  Spencer  2014      M    WY      5\n",
+              "1016392     5647423  5647424     Tyce  2014      M    WY      5\n",
+              "1016393     5647424  5647425   Victor  2014      M    WY      5\n",
+              "1016394     5647425  5647426   Waylon  2014      M    WY      5\n",
+              "\n",
+              "[1016395 rows x 7 columns]"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-b1c6f478-a3b9-4b64-83d7-f6c19b175e57\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
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+              "\n",
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+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Unnamed: 0</th>\n",
+              "      <th>Id</th>\n",
+              "      <th>Name</th>\n",
+              "      <th>Year</th>\n",
+              "      <th>Gender</th>\n",
+              "      <th>State</th>\n",
+              "      <th>Count</th>\n",
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+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>11349</td>\n",
+              "      <td>11350</td>\n",
+              "      <td>Emma</td>\n",
+              "      <td>2004</td>\n",
+              "      <td>F</td>\n",
+              "      <td>AK</td>\n",
+              "      <td>62</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>11350</td>\n",
+              "      <td>11351</td>\n",
+              "      <td>Madison</td>\n",
+              "      <td>2004</td>\n",
+              "      <td>F</td>\n",
+              "      <td>AK</td>\n",
+              "      <td>48</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>11351</td>\n",
+              "      <td>11352</td>\n",
+              "      <td>Hannah</td>\n",
+              "      <td>2004</td>\n",
+              "      <td>F</td>\n",
+              "      <td>AK</td>\n",
+              "      <td>46</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>11352</td>\n",
+              "      <td>11353</td>\n",
+              "      <td>Grace</td>\n",
+              "      <td>2004</td>\n",
+              "      <td>F</td>\n",
+              "      <td>AK</td>\n",
+              "      <td>44</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>11353</td>\n",
+              "      <td>11354</td>\n",
+              "      <td>Emily</td>\n",
+              "      <td>2004</td>\n",
+              "      <td>F</td>\n",
+              "      <td>AK</td>\n",
+              "      <td>41</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>...</th>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1016390</th>\n",
+              "      <td>5647421</td>\n",
+              "      <td>5647422</td>\n",
+              "      <td>Seth</td>\n",
+              "      <td>2014</td>\n",
+              "      <td>M</td>\n",
+              "      <td>WY</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1016391</th>\n",
+              "      <td>5647422</td>\n",
+              "      <td>5647423</td>\n",
+              "      <td>Spencer</td>\n",
+              "      <td>2014</td>\n",
+              "      <td>M</td>\n",
+              "      <td>WY</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1016392</th>\n",
+              "      <td>5647423</td>\n",
+              "      <td>5647424</td>\n",
+              "      <td>Tyce</td>\n",
+              "      <td>2014</td>\n",
+              "      <td>M</td>\n",
+              "      <td>WY</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1016393</th>\n",
+              "      <td>5647424</td>\n",
+              "      <td>5647425</td>\n",
+              "      <td>Victor</td>\n",
+              "      <td>2014</td>\n",
+              "      <td>M</td>\n",
+              "      <td>WY</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1016394</th>\n",
+              "      <td>5647425</td>\n",
+              "      <td>5647426</td>\n",
+              "      <td>Waylon</td>\n",
+              "      <td>2014</td>\n",
+              "      <td>M</td>\n",
+              "      <td>WY</td>\n",
+              "      <td>5</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "<p>1016395 rows × 7 columns</p>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-b1c6f478-a3b9-4b64-83d7-f6c19b175e57')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-b1c6f478-a3b9-4b64-83d7-f6c19b175e57 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-b1c6f478-a3b9-4b64-83d7-f6c19b175e57');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-0e55800e-83d1-4b71-9f27-cbffe9182edb\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-0e55800e-83d1-4b71-9f27-cbffe9182edb')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-0e55800e-83d1-4b71-9f27-cbffe9182edb button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "baby_names"
+            }
+          },
+          "metadata": {},
+          "execution_count": 3
+        }
+      ],
+      "source": [
+        "baby_names = pd.read_csv('https://raw.githubusercontent.com/guipsamora/pandas_exercises/master/06_Stats/US_Baby_Names/US_Baby_Names_right.csv')\n",
+        "baby_names"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#write your code here\n",
+        "group_baby_names = baby_names.groupby('Name')"
+      ],
+      "metadata": {
+        "id": "Xrp2SCEqLKlV"
+      },
+      "execution_count": 4,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "group_baby_names.sum(numeric_only=True).sort_values(by=\"Count\", ascending=False).iloc[:5,[3]]"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 237
+        },
+        "id": "KaSgCPzQxn6A",
+        "outputId": "514866e6-4e89-444e-f2d0-1a3c022ddf88"
+      },
+      "execution_count": 5,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "           Count\n",
+              "Name            \n",
+              "Jacob     242874\n",
+              "Emma      214852\n",
+              "Michael   214405\n",
+              "Ethan     209277\n",
+              "Isabella  204798"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-d9544307-09ba-450f-a4d5-06438d211ef0\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Count</th>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Name</th>\n",
+              "      <th></th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Jacob</th>\n",
+              "      <td>242874</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Emma</th>\n",
+              "      <td>214852</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Michael</th>\n",
+              "      <td>214405</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Ethan</th>\n",
+              "      <td>209277</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Isabella</th>\n",
+              "      <td>204798</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-d9544307-09ba-450f-a4d5-06438d211ef0')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-d9544307-09ba-450f-a4d5-06438d211ef0 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-d9544307-09ba-450f-a4d5-06438d211ef0');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-f85bfd44-cb37-49ba-b3df-04f2e83f81ae\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-f85bfd44-cb37-49ba-b3df-04f2e83f81ae')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-f85bfd44-cb37-49ba-b3df-04f2e83f81ae button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"group_baby_names\",\n  \"rows\": 5,\n  \"fields\": [\n    {\n      \"column\": \"Name\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 5,\n        \"samples\": [\n          \"Emma\",\n          \"Isabella\",\n          \"Michael\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Count\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 14908,\n        \"min\": 204798,\n        \"max\": 242874,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          214852,\n          204798,\n          214405\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 5
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "eQAMrXLnRNhp"
+      },
+      "source": [
+        "*Additional*: What are the 5 most popular male/female baby names?"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 6,
+      "metadata": {
+        "id": "MIOHSZeOWKk4"
+      },
+      "outputs": [],
+      "source": [
+        "# write your code here\n",
+        "group_gender_baby_names = baby_names.groupby(['Gender','Name'])"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "name_count_gender = group_gender_baby_names.sum(numeric_only=True)"
+      ],
+      "metadata": {
+        "id": "w2fTmNoTyn_y"
+      },
+      "execution_count": 7,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "name_count_gender.loc['F'].sort_values(by=\"Count\", ascending=False).iloc[:5,[3]]"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 237
+        },
+        "id": "BH5bYXiEyxY1",
+        "outputId": "3b4606c0-e456-4abf-a517-7854a8650d8a"
+      },
+      "execution_count": 8,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "           Count\n",
+              "Name            \n",
+              "Emma      214757\n",
+              "Isabella  204742\n",
+              "Sophia    191421\n",
+              "Emily     190211\n",
+              "Olivia    187962"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-986c239a-c4bb-49fc-88b8-c420b1fca808\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Count</th>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Name</th>\n",
+              "      <th></th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Emma</th>\n",
+              "      <td>214757</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Isabella</th>\n",
+              "      <td>204742</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Sophia</th>\n",
+              "      <td>191421</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Emily</th>\n",
+              "      <td>190211</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Olivia</th>\n",
+              "      <td>187962</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-986c239a-c4bb-49fc-88b8-c420b1fca808')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-986c239a-c4bb-49fc-88b8-c420b1fca808 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-986c239a-c4bb-49fc-88b8-c420b1fca808');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-0b32337a-6edb-4f6a-9dc5-41dba7e3977b\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-0b32337a-6edb-4f6a-9dc5-41dba7e3977b')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-0b32337a-6edb-4f6a-9dc5-41dba7e3977b button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"name_count_gender\",\n  \"rows\": 5,\n  \"fields\": [\n    {\n      \"column\": \"Name\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 5,\n        \"samples\": [\n          \"Isabella\",\n          \"Olivia\",\n          \"Sophia\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Count\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 11519,\n        \"min\": 187962,\n        \"max\": 214757,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          204742,\n          187962,\n          191421\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 8
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "name_count_gender.loc['M'].sort_values(by=\"Count\", ascending=False).iloc[:5,[3]]"
+      ],
+      "metadata": {
+        "id": "OuRPQAHhzToK",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 237
+        },
+        "outputId": "5408c993-afb9-4841-cf44-562b2bcfd146"
+      },
+      "execution_count": 11,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "          Count\n",
+              "Name           \n",
+              "Jacob    242706\n",
+              "Michael  214228\n",
+              "Ethan    209153\n",
+              "William  197796\n",
+              "Joshua   191444"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-feb11e62-7e94-43b1-a22e-bdc6815d6407\" class=\"colab-df-container\">\n",
+              "    <div>\n",
+              "<style scoped>\n",
+              "    .dataframe tbody tr th:only-of-type {\n",
+              "        vertical-align: middle;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe tbody tr th {\n",
+              "        vertical-align: top;\n",
+              "    }\n",
+              "\n",
+              "    .dataframe thead th {\n",
+              "        text-align: right;\n",
+              "    }\n",
+              "</style>\n",
+              "<table border=\"1\" class=\"dataframe\">\n",
+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Count</th>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Name</th>\n",
+              "      <th></th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>Jacob</th>\n",
+              "      <td>242706</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Michael</th>\n",
+              "      <td>214228</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Ethan</th>\n",
+              "      <td>209153</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>William</th>\n",
+              "      <td>197796</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>Joshua</th>\n",
+              "      <td>191444</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-feb11e62-7e94-43b1-a22e-bdc6815d6407')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-feb11e62-7e94-43b1-a22e-bdc6815d6407 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-feb11e62-7e94-43b1-a22e-bdc6815d6407');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-0abd767e-40dd-4b9a-b4bb-eacbeacf0d68\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-0abd767e-40dd-4b9a-b4bb-eacbeacf0d68')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-0abd767e-40dd-4b9a-b4bb-eacbeacf0d68 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "summary": "{\n  \"name\": \"name_count_gender\",\n  \"rows\": 5,\n  \"fields\": [\n    {\n      \"column\": \"Name\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 5,\n        \"samples\": [\n          \"Michael\",\n          \"Joshua\",\n          \"Ethan\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Count\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 19848,\n        \"min\": 191444,\n        \"max\": 242706,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          214228,\n          191444,\n          209153\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
+            }
+          },
+          "metadata": {},
+          "execution_count": 11
+        }
+      ]
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "hide_input": false,
+    "kernelspec": {
+      "display_name": "Python 3",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.8.5"
+    },
+    "toc": {
+      "base_numbering": 1,
+      "nav_menu": {},
+      "number_sections": false,
+      "sideBar": true,
+      "skip_h1_title": false,
+      "title_cell": "Table of Contents",
+      "title_sidebar": "Contents",
+      "toc_cell": false,
+      "toc_position": {},
+      "toc_section_display": true,
+      "toc_window_display": false
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}
\ No newline at end of file
diff --git a/course_materials/lab8_selenium_ans.ipynb b/course_materials/lab8_selenium_ans.ipynb
new file mode 100644
index 0000000..e458451
--- /dev/null
+++ b/course_materials/lab8_selenium_ans.ipynb
@@ -0,0 +1,376 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Lab 8: Selenium "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Through this lab exercise, we aim to provide hints for Assignment 1. While the task is not identical to the assignment, it serves as a helpful guide to facilitate a smooth start for you. Follow the instructions and complete the tasks.\n",
+    "\n",
+    "#### Task 1.1\n",
+    "Launch the ChromeDriver, drive the ChromeDriver to open the website of CNN Election 2024, access to one of the states, Alabama directly. \n",
+    "(i.e. 'https://edition.cnn.com/election/2024/primaries-and-caucuses/results/alabama') "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Import packages\n",
+    "from selenium import webdriver\n",
+    "from selenium.webdriver.chrome.service import Service\n",
+    "from webdriver_manager.chrome import ChromeDriverManager\n",
+    "from selenium.webdriver.common.by import By\n",
+    "from selenium.webdriver.common.keys import Keys\n",
+    "\n",
+    "from bs4 import BeautifulSoup\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Create driver object and get to imdb homepage\n",
+    "s = Service(ChromeDriverManager().install())\n",
+    "driver = webdriver.Chrome(service=s)\n",
+    "\n",
+    "# complete the code below\n",
+    "driver.get(\"https://edition.cnn.com/election/2024/primaries-and-caucuses/results/alabama\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Maximize the browser window to ensure that the web page is displayed in its optimal layout and dimensions."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# complete the code below\n",
+    "driver.maximize_window()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Get the current page title."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Alabama Democratic and Republican primary election results and maps 2024 | CNN Politics'"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# complete the code below\n",
+    "driver.title"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Retrieve the HTML source code of the current web page."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'<html lang=\"en\" data-uri=\"cms.cnn.com/_pages/electioncenter_2024_20240305_AL_overview_page@published\" data-layout-uri=\"cms.cnn.com/_layouts/layout-no-rail/instances/electioncenter_2024_primaries_layout@published\" class=\"userconsent-cntry-hk userconsent-state- userconsent-reg-global\"><head><script type=\"text/javascript\" async=\"\" src=\"https://static.criteo.net/js/ld/publishertag.prebid.144.js\"></script><script type=\"text/javascript\" async=\"\" src=\"//www.i.cdn.cnn.com/zion/zion-mb.min.js\"></script><script async=\"\" src=\"https://cdn.boomtrain.com/p13n/cnn/p13n.min.js\"></script><script src=\"https://rules.quantcount.com/rules-p-D1yc5zQgjmqr5.js\" async=\"\"></script><style>body,h1,h2,h3,h4,h5{font-family:cnn_sans_display,helveticaneue,Helvetica,Arial,Utkal,sans-serif}h1,h2,h3,h4,h5{font-weight:700}:root{--theme-background:#0c0c0c;--theme-divider:#404040;--theme-copy:#404040;--theme-copy-accent:#e6e6e6;--theme-copy-accent-hover:#ffffff;--theme-icon-color:#e6e6e6;--theme-icon-color-hover:#ffffff;--theme-ad-slot-background-color:#0c0c0c;--theme-ad-slot-text-color:#b1b1b1;--theme-ad-slot-text-hover:#ffffff;--theme-searchbox-border:#b1b1b1;--theme-copy-follow:#ffffff;--theme-article-spacing-top:0px;--theme-link-color-hover:#6e6e6e;--theme-color-link:#0c0c0c;--theme-button-color:#6e6e6e;--theme-button-color-hover:#cc0000;--theme-edition-picker-link:#e6e6e6;--theme-underline-skip-ink:auto;--theme-paragraph__font-size:16px;--theme-paragraph__line-height:26px;--theme-paragraph__font-size--from-small:16px;--theme-paragraph__line-height--from-small:26px;--theme-paragraph__link-color:#0c0c0c;--theme-paragraph__link-decoration:underline;--theme-paragraph__link-decoration-color:var(--theme-color-link);--theme-paragraph__link-decoration-thickness:1px;--theme-paragraph__hover-link-decoration:none;--theme-paragraph__hover-link-offset:4px;--theme-header__hover-item-hover:var(--theme-background);--theme-header__item-link-color:#e6e6e6;--theme-header__item-link-hover-color:#ffffff;--theme-header__item-link-hover-background-color:transparent;--theme-header__mobile-dropdown-border-color:var(--theme-divider);--theme-header__mobile-dropdown-background:#0c0c0c;--theme-header__item-link-line-height:40px;--theme-header__dropdown-background:#0c0c0c;--theme-header__dropdown-border-color:var(--theme-divider);--theme-header__login-button:#ffffff;--theme-headline__font-size:24px;--theme-headline__line-height:30px;--theme-headline__text-color:#0c0c0c;--theme-headline-sponsorship__lateral-margin:0;--theme-headline__font-weight:700;--theme-headline__margin-bottom:16px;--theme-headline__padding-bottom:48px;--theme-headline__padding-bottom-viewport-large:64px;--theme-headline__teaser-font-size:16px;--theme-headline__teaser-line-height:normal;--theme-headline__teaser-margin-top:0;--theme-headline__teaser-margin-botton:0;--theme-section-headline__font-size:36px;--theme-section-headline__line-height:42px;--theme-section-headline__text-color:#0c0c0c;--theme-section-headline__font-weight:700;--theme-section-headline__margin-bottom:0;--theme-section-headline-text__margin-top:16px;--theme-section-headline-text__margin-bottom:18px;--theme-section-headline-teaser__font-size:inherit;--theme-section-headline-teaser__color:inherit;--theme-subheader-h2__font-size:24px;--theme-subheader-h3__font-size:20px;--theme-subheader-h4__font-size:18px;--theme-subheader-h5__font-size:16px;--theme-subheader-h6__font-size:14px;--theme-subheader-h2__line-height:30px;--theme-subheader-h3__line-height:26px;--theme-subheader-h4__line-height:24px;--theme-subheader-h5__line-height:22px;--theme-subheader-h6__line-height:20px;--theme-subheader__font-weight:700;--theme-iframe__display:block;--theme-list__link-decoration:underline;--theme-container__font-family:cnn_sans_display,helveticaneue,Helvetica,Arial,Utkal,sans-serif;--theme-container__font-weight:400;--theme-container-color--hover:#0c0c0c;--theme-container-image-color--hover:rgba(12, 12, 12, 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e.substring(t,t+this.elementBitStringLength*this.numElements)}getValue(){return[...super.getValue()]}setValue(e){let t=[...e];for(let e=t.length;e<this.numElements;e++)t.push(0);t.length>this.numElements&&(t=t.slice(0,this.numElements)),super.setValue(t)}}!function(e){e.VERSION=\"Version\",e.SHARING_NOTICE=\"SharingNotice\",e.SALE_OPT_OUT_NOTICE=\"SaleOptOutNotice\",e.SHARING_OPT_OUT_NOTICE=\"SharingOptOutNotice\",e.TARGETED_ADVERTISING_OPT_OUT_NOTICE=\"TargetedAdvertisingOptOutNotice\",e.SENSITIVE_DATA_PROCESSING_OPT_OUT_NOTICE=\"SensitiveDataProcessingOptOutNotice\",e.SENSITIVE_DATA_LIMIT_USE_NOTICE=\"SensitiveDataLimitUseNotice\",e.SALE_OPT_OUT=\"SaleOptOut\",e.SHARING_OPT_OUT=\"SharingOptOut\",e.TARGETED_ADVERTISING_OPT_OUT=\"TargetedAdvertisingOptOut\",e.SENSITIVE_DATA_PROCESSING=\"SensitiveDataProcessing\",e.KNOWN_CHILD_SENSITIVE_DATA_CONSENTS=\"KnownChildSensitiveDataConsents\",e.PERSONAL_DATA_CONSENTS=\"PersonalDataConsents\",e.MSPA_COVERED_TRANSACTION=\"MspaCoveredTransaction\",e.MSPA_OPT_OUT_OPTION_MODE=\"MspaOptOutOptionMode\",e.MSPA_SERVICE_PROVIDER_MODE=\"MspaServiceProviderMode\",e.GPC_SEGMENT_TYPE=\"GpcSegmentType\",e.GPC_SEGMENT_INCLUDED=\"GpcSegmentIncluded\",e.GPC=\"Gpc\"}(r||(r={}));class X extends G{constructor(e){let t=new Map;t.set(r.VERSION.toString(),new P(6,X.VERSION)),t.set(r.SHARING_NOTICE.toString(),new P(2,0)),t.set(r.SALE_OPT_OUT_NOTICE.toString(),new P(2,0)),t.set(r.SHARING_OPT_OUT_NOTICE.toString(),new P(2,0)),t.set(r.TARGETED_ADVERTISING_OPT_OUT_NOTICE.toString(),new P(2,0)),t.set(r.SENSITIVE_DATA_PROCESSING_OPT_OUT_NOTICE.toString(),new P(2,0)),t.set(r.SENSITIVE_DATA_LIMIT_USE_NOTICE.toString(),new P(2,0)),t.set(r.SALE_OPT_OUT.toString(),new P(2,0)),t.set(r.SHARING_OPT_OUT.toString(),new P(2,0)),t.set(r.TARGETED_ADVERTISING_OPT_OUT.toString(),new P(2,0)),t.set(r.SENSITIVE_DATA_PROCESSING.toString(),new J(2,[0,0,0,0,0,0,0,0,0,0,0,0])),t.set(r.KNOWN_CHILD_SENSITIVE_DATA_CONSENTS.toString(),new J(2,[0,0])),t.set(r.PERSONAL_DATA_CONSENTS.toString(),new P(2,0)),t.set(r.MSPA_COVERED_TRANSACTION.toString(),new P(2,0)),t.set(r.MSPA_OPT_OUT_OPTION_MODE.toString(),new P(2,0)),t.set(r.MSPA_SERVICE_PROVIDER_MODE.toString(),new P(2,0)),t.set(r.GPC_SEGMENT_TYPE.toString(),new P(2,1)),t.set(r.GPC_SEGMENT_INCLUDED.toString(),new v(!0)),t.set(r.GPC.toString(),new v(!1)),super(t,[[r.VERSION.toString(),r.SHARING_NOTICE.toString(),r.SALE_OPT_OUT_NOTICE.toString(),r.SHARING_OPT_OUT_NOTICE.toString(),r.TARGETED_ADVERTISING_OPT_OUT_NOTICE.toString(),r.SENSITIVE_DATA_PROCESSING_OPT_OUT_NOTICE.toString(),r.SENSITIVE_DATA_LIMIT_USE_NOTICE.toString(),r.SALE_OPT_OUT.toString(),r.SHARING_OPT_OUT.toString(),r.TARGETED_ADVERTISING_OPT_OUT.toString(),r.SENSITIVE_DATA_PROCESSING.toString(),r.KNOWN_CHILD_SENSITIVE_DATA_CONSENTS.toString(),r.PERSONAL_DATA_CONSENTS.toString(),r.MSPA_COVERED_TRANSACTION.toString(),r.MSPA_OPT_OUT_OPTION_MODE.toString(),r.MSPA_SERVICE_PROVIDER_MODE.toString()],[r.GPC_SEGMENT_TYPE.toString(),r.GPC.toString()]]),this.base64UrlEncoder=new _,e&&e.length>0&&this.decode(e)}encode(){let e=this.encodeSegmentsToBitStrings(),t=[];if(t.push(this.base64UrlEncoder.encode(e[0])),e[1]&&e[1].length>0){!0===this.fields.get(r.GPC_SEGMENT_INCLUDED).getValue()&&t.push(this.base64UrlEncoder.encode(e[1]))}return t.join(\".\")}decode(e){let t=e.split(\".\"),n=[],s=!1;for(let e=0;e<t.length;e++){let o=this.base64UrlEncoder.decode(t[e]);switch(o.substring(0,2)){case\"00\":n[0]=o;break;case\"01\":s=!0,n[1]=o;break;default:throw new C(\"Unable to decode segment \\'\"+t[e]+\"\\'\")}}this.decodeSegmentsFromBitStrings(n),this.fields.get(r.GPC_SEGMENT_INCLUDED).setValue(s)}getId(){return X.ID}getName(){return X.NAME}}X.ID=7,X.VERSION=1,X.NAME=\"usnatv1\";class K{}K.SECTION_ID_NAME_MAP=new Map([[z.ID,z.NAME],[j.ID,j.NAME],[Y.ID,Y.NAME],[X.ID,X.NAME]]),K.SECTION_ORDER=[z.NAME,j.NAME,Y.NAME,X.NAME];class $ extends C{constructor(e){super(e),this.name=\"LazyDecodingError\"}}class Z{constructor(e){this.sections=new Map,e?(this.encodedString=e,this.decoded=!1,this.dirty=!1):(this.encodedString=\"DBAA\",this.decoded=!1,this.dirty=!1)}setFieldValue(e,t,n){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}let s=null;if(this.sections.has(e)?s=this.sections.get(e):e===j.NAME?(s=new j,this.sections.set(j.NAME,s)):e===z.NAME?(s=new z,this.sections.set(z.NAME,s)):e===Y.NAME?(s=new Y,this.sections.set(Y.NAME,s)):e===X.NAME&&(s=new X,this.sections.set(X.NAME,s)),!s)throw new q(e+\".\"+t+\" not found\");s.setFieldValue(t,n),this.dirty=!0}setFieldValueBySectionId(e,t,n){this.setFieldValue(K.SECTION_ID_NAME_MAP.get(e),t,n)}getFieldValue(e,t){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}return this.sections.has(e)?this.sections.get(e).getFieldValue(t):null}getFieldValueBySectionId(e,t){return this.getFieldValue(K.SECTION_ID_NAME_MAP.get(e),t)}hasField(e,t){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}return!!this.sections.has(e)&&this.sections.get(e).hasField(t)}hasFieldBySectionId(e,t){return this.hasField(K.SECTION_ID_NAME_MAP.get(e),t)}hasSection(e){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}return this.sections.has(e)}hasSectionId(e){return this.hasSection(K.SECTION_ID_NAME_MAP.get(e))}deleteSection(e){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}this.sections.delete(e),this.dirty=!0}deleteSectionById(e){this.deleteSection(K.SECTION_ID_NAME_MAP.get(e))}clear(){this.sections.clear(),this.encodedString=\"DBAA\",this.decoded=!1,this.dirty=!1}getHeader(){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}let e=new w;return e.setFieldValue(\"SectionIds\",this.getSectionIds()),e.toObj()}getSection(e){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}return this.sections.has(e)?this.sections.get(e).toObj():null}getSectionIds(){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}let e=[];for(let t=0;t<K.SECTION_ORDER.length;t++){let n=K.SECTION_ORDER[t];if(this.sections.has(n)){let t=this.sections.get(n);e.push(t.getId())}}return e}encode(){if(!this.dirty)return this.encodedString;if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}let e=[],t=[];for(let n=0;n<K.SECTION_ORDER.length;n++){let s=K.SECTION_ORDER[n];if(this.sections.has(s)){let n=this.sections.get(s);e.push(n.encode()),t.push(n.getId())}}let n=new w;return n.setFieldValue(\"SectionIds\",this.getSectionIds()),e.unshift(n.encode()),this.encodedString=e.join(\"~\"),this.dirty=!1,this.encodedString}decode(e){this.encodedString=e,this.decoded=!1,this.dirty=!0,this.sections.clear();let t=e.split(\"~\"),n=new w(t[0]);this.sections.set(w.NAME,n);let s=n.getFieldValue(\"SectionIds\");for(let e=0;e<s.length;e++)if(s[e]===j.ID){let n=new j(t[e+1]);this.sections.set(j.NAME,n)}else if(s[e]===z.ID){let n=new z(t[e+1]);this.sections.set(z.NAME,n)}else if(s[e]===Y.ID){let n=new Y(t[e+1]);this.sections.set(Y.NAME,n)}else if(s[e]===X.ID){let n=new X(t[e+1]);this.sections.set(X.NAME,n)}this.decoded=!0,this.dirty=!1}encodeSection(e){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}return this.sections.has(e)?this.sections.get(e).encode():null}encodeSectionById(e){return this.encodeSection(K.SECTION_ID_NAME_MAP.get(e))}decodeSection(e,t){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}let n=null;this.sections.has(e)?n=this.sections.get(e):e===j.NAME?(n=new j,this.sections.set(j.NAME,n)):e===z.NAME?(n=new z,this.sections.set(z.NAME,n)):e===Y.NAME?(n=new Y,this.sections.set(Y.NAME,n)):e===X.NAME&&(n=new X,this.sections.set(X.NAME,n)),n&&n.decode(t)}decodeSectionById(e,t){this.decodeSection(K.SECTION_ID_NAME_MAP.get(e),t)}toObject(){if(!this.decoded&&null!=this.encodedString&&this.encodedString.length>0)try{this.decode(this.encodedString)}catch(e){throw new $(e.message)}let e={};for(let t=0;t<K.SECTION_ORDER.length;t++){let n=K.SECTION_ORDER[t];this.sections.has(n)&&(e[n]=this.sections.get(n).toObj())}return e}}!function(e){e.NOT_READY=\"not ready\",e.READY=\"ready\"}(a||(a={}));class ee{constructor(){this.gppVersion=\"1.1\",this.supportedAPIs=[],this.eventQueue=new E(this),this.cmpStatus=e.LOADING,this.cmpDisplayStatus=t.HIDDEN,this.signalStatus=a.NOT_READY,this.applicableSections=[],this.gppModel=new Z}reset(){this.eventQueue.clear(),this.cmpStatus=e.LOADING,this.cmpDisplayStatus=t.HIDDEN,this.signalStatus=a.NOT_READY,this.applicableSections=[],this.supportedAPIs=[],this.gppModel=new Z,delete this.cmpId,delete this.cmpVersion,delete this.eventStatus}}!function(e){e.ADD_EVENT_LISTENER=\"addEventListener\",e.GET_FIELD=\"getField\",e.GET_SECTION=\"getSection\",e.HAS_SECTION=\"hasSection\",e.PING=\"ping\",e.REMOVE_EVENT_LISTENER=\"removeEventListener\"}(c||(c={}));class te{constructor(e,t,n){this.success=!0,this.cmpApiContext=e,Object.assign(this,{callback:t,parameter:n})}execute(){try{return this.respond()}catch(e){return this.invokeCallback(null),null}}invokeCallback(e){const t=null!==e;this.callback&&this.callback(e,t)}}class ne{}l=c.ADD_EVENT_LISTENER,d=c.GET_FIELD,u=c.GET_SECTION,g=c.HAS_SECTION,p=c.PING,h=c.REMOVE_EVENT_LISTENER,ne[l]=class extends te{respond(){let e=this.cmpApiContext.eventQueue.add({callback:this.callback,parameter:this.parameter}),t=new S(\"listenerRegistered\",e,!0,new f(this.cmpApiContext));this.invokeCallback(t)}},ne[d]=class extends te{respond(){if(!this.parameter||0===this.parameter.length)throw new Error(\"<section>.<field> parameter required\");let e=this.parameter.split(\".\");if(2!=e.length)throw new Error(\"Field name must be in the format <section>.<fieldName>\");let t=e[0],n=e[1],s=null;\"tcfeuv2\"!=this.parameter&&(s=this.cmpApiContext.gppModel.getFieldValue(t,n)),this.invokeCallback(s)}},ne[u]=class extends te{respond(){if(!this.parameter||0===this.parameter.length)throw new Error(\"<section> parameter required\");let e=null;\"tcfeuv2\"!=this.parameter&&this.cmpApiContext.gppModel.hasSection(this.parameter)&&(e=this.cmpApiContext.gppModel.getSection(this.parameter)),this.invokeCallback(e)}},ne[g]=class extends te{respond(){if(!this.parameter||0===this.parameter.length)throw new Error(\"<section>[.version] parameter required\");let e=this.cmpApiContext.gppModel.hasSection(this.parameter);this.invokeCallback(e)}},ne[p]=class extends te{respond(){let e=new f(this.cmpApiContext);this.invokeCallback(e)}},ne[h]=class extends te{respond(){let e=this.parameter,t=this.cmpApiContext.eventQueue.remove(e),n=new S(\"listenerRemoved\",e,t,new f(this.cmpApiContext));this.invokeCallback(n)}};class se{constructor(e,t){if(this.cmpApiContext=e,t){let e=c.ADD_EVENT_LISTENER;if(null==t?void 0:t[e])throw new Error(`Built-In Custom Commmand for ${e} not allowed`);if(e=c.REMOVE_EVENT_LISTENER,null==t?void 0:t[e])throw new Error(`Built-In Custom Commmand for ${e} not allowed`);this.customCommands=t}try{this.callQueue=window.__gpp()||[]}catch(e){this.callQueue=[]}finally{window.__gpp=this.apiCall.bind(this),this.purgeQueuedCalls()}}apiCall(e,t,n,s){if(\"string\"!=typeof e)t(null,!1);else{if(\"events\"===e)return this.cmpApiContext.eventQueue.events();if(t&&\"function\"!=typeof t)throw new Error(\"invalid callback function\");this.isCustomCommand(e)?this.customCommands[e](t,n):this.isBuiltInCommand(e)?new ne[e](this.cmpApiContext,t,n).execute():t&&t(null,!1)}}purgeQueuedCalls(){const e=this.callQueue;this.callQueue=[],e.forEach((e=>{window.__gpp(...e)}))}isCustomCommand(e){return this.customCommands&&\"function\"==typeof this.customCommands[e]}isBuiltInCommand(e){return void 0!==ne[e]}}class oe{static absCall(e,t,n,s){return new Promise(((o,i)=>{const r=new XMLHttpRequest;r.withCredentials=n,r.addEventListener(\"load\",(()=>{if(r.readyState==XMLHttpRequest.DONE)if(r.status>=200&&r.status<300){let e=r.response;if(\"string\"==typeof e)try{e=JSON.parse(e)}catch(e){}o(e)}else i(new Error(`HTTP Status: ${r.status} response type: ${r.responseType}`))})),r.addEventListener(\"error\",(()=>{i(new Error(\"error\"))})),r.addEventListener(\"abort\",(()=>{i(new Error(\"aborted\"))})),null===t?r.open(\"GET\",e,!0):r.open(\"POST\",e,!0),r.responseType=\"json\",r.timeout=s,r.ontimeout=()=>{i(new Error(\"Timeout \"+s+\"ms \"+e))},r.send(t)}))}static post(e,t,n=!1,s=0){return this.absCall(e,JSON.stringify(t),n,s)}static fetch(e,t=!1,n=0){return this.absCall(e,null,t,n)}}class ie extends Error{constructor(e){super(e),this.name=\"GVLError\"}}class re{has(e){return re.langSet.has(e)}forEach(e){re.langSet.forEach(e)}get size(){return re.langSet.size}}re.langSet=new Set([\"BG\",\"CA\",\"CS\",\"DA\",\"DE\",\"EL\",\"EN\",\"ES\",\"ET\",\"FI\",\"FR\",\"HR\",\"HU\",\"IT\",\"JA\",\"LT\",\"LV\",\"MT\",\"NL\",\"NO\",\"PL\",\"PT\",\"RO\",\"RU\",\"SK\",\"SL\",\"SV\",\"TR\",\"ZH\"]);var ae=window&&window.__awaiter||function(e,t,n,s){return new(n||(n=Promise))((function(o,i){function r(e){try{c(s.next(e))}catch(e){i(e)}}function a(e){try{c(s.throw(e))}catch(e){i(e)}}function c(e){var t;e.done?o(e.value):(t=e.value,t instanceof n?t:new n((function(e){e(t)}))).then(r,a)}c((s=s.apply(e,t||[])).next())}))};class ce{constructor(){this.consentLanguages=new re,this.language=ce.DEFAULT_LANGUAGE,this.ready=!1,this.languageFilename=\"purposes-[LANG].json\"}static fromVendorList(e){let t=new ce;return t.populate(e),t}static fromUrl(e){return ae(this,void 0,void 0,(function*(){let t=e.baseUrl;if(!t||0===t.length)throw new ie(\"Invalid baseUrl: \\'\"+t+\"\\'\");if(/^https?:\\\\/\\\\/vendorlist\\\\.consensu\\\\.org\\\\//.test(t))throw new ie(\"Invalid baseUrl!  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JSON.parse(JSON.stringify({gvlSpecificationVersion:this.gvlSpecificationVersion,vendorListVersion:this.vendorListVersion,tcfPolicyVersion:this.tcfPolicyVersion,lastUpdated:this.lastUpdated,purposes:this.purposes,specialPurposes:this.specialPurposes,features:this.features,specialFeatures:this.specialFeatures,stacks:this.stacks,dataCategories:this.dataCategories,vendors:this.fullVendorList}))}isVendorList(e){return void 0!==e&&void 0!==e.vendors}populate(e){this.purposes=e.purposes,this.specialPurposes=e.specialPurposes,this.features=e.features,this.specialFeatures=e.specialFeatures,this.stacks=e.stacks,this.dataCategories=e.dataCategories,this.isVendorList(e)&&(this.gvlSpecificationVersion=e.gvlSpecificationVersion,this.tcfPolicyVersion=e.tcfPolicyVersion,this.vendorListVersion=e.vendorListVersion,this.lastUpdated=e.lastUpdated,\"string\"==typeof this.lastUpdated&&(this.lastUpdated=new Date(this.lastUpdated)),this.vendors=e.vendors,this.fullVendorList=e.vendors,this.mapVendors(),this.ready=!0)}mapVendors(e){this.byPurposeVendorMap={},this.bySpecialPurposeVendorMap={},this.byFeatureVendorMap={},this.bySpecialFeatureVendorMap={},Object.keys(this.purposes).forEach((e=>{this.byPurposeVendorMap[e]={legInt:new Set,consent:new Set,flexible:new Set}})),Object.keys(this.specialPurposes).forEach((e=>{this.bySpecialPurposeVendorMap[e]=new Set})),Object.keys(this.features).forEach((e=>{this.byFeatureVendorMap[e]=new Set})),Object.keys(this.specialFeatures).forEach((e=>{this.bySpecialFeatureVendorMap[e]=new Set})),Array.isArray(e)||(e=Object.keys(this.fullVendorList).map((e=>+e))),this.vendorIds=new Set(e),this.vendors=e.reduce(((e,t)=>{const n=this.vendors[String(t)];return n&&void 0===n.deletedDate&&(n.purposes.forEach((e=>{this.byPurposeVendorMap[String(e)].consent.add(t)})),n.specialPurposes.forEach((e=>{this.bySpecialPurposeVendorMap[String(e)].add(t)})),n.legIntPurposes.forEach((e=>{this.byPurposeVendorMap[String(e)].legInt.add(t)})),n.flexiblePurposes&&n.flexiblePurposes.forEach((e=>{this.byPurposeVendorMap[String(e)].flexible.add(t)})),n.features.forEach((e=>{this.byFeatureVendorMap[String(e)].add(t)})),n.specialFeatures.forEach((e=>{this.bySpecialFeatureVendorMap[String(e)].add(t)})),e[t]=n),e}),{})}getFilteredVendors(e,t,n,s){const o=e.charAt(0).toUpperCase()+e.slice(1);let i;const r={};return i=\"purpose\"===e&&n?this[\"by\"+o+\"VendorMap\"][String(t)][n]:this[\"by\"+(s?\"Special\":\"\")+o+\"VendorMap\"][String(t)],i.forEach((e=>{r[String(e)]=this.vendors[String(e)]})),r}getVendorsWithConsentPurpose(e){return this.getFilteredVendors(\"purpose\",e,\"consent\")}getVendorsWithLegIntPurpose(e){return this.getFilteredVendors(\"purpose\",e,\"legInt\")}getVendorsWithFlexiblePurpose(e){return this.getFilteredVendors(\"purpose\",e,\"flexible\")}getVendorsWithSpecialPurpose(e){return this.getFilteredVendors(\"purpose\",e,void 0,!0)}getVendorsWithFeature(e){return this.getFilteredVendors(\"feature\",e)}getVendorsWithSpecialFeature(e){return this.getFilteredVendors(\"feature\",e,void 0,!0)}narrowVendorsTo(e){this.mapVendors(e)}get isReady(){return this.ready}static isInstanceOf(e){return\"object\"==typeof e&&\"function\"==typeof e.narrowVendorsTo}}ce.DEFAULT_LANGUAGE=\"EN\";var le=window&&window.__awaiter||function(e,t,n,s){return new(n||(n=Promise))((function(o,i){function r(e){try{c(s.next(e))}catch(e){i(e)}}function a(e){try{c(s.throw(e))}catch(e){i(e)}}function c(e){var t;e.done?o(e.value):(t=e.value,t instanceof n?t:new n((function(e){e(t)}))).then(r,a)}c((s=s.apply(e,t||[])).next())}))};class de{constructor(e,t,n){this.cmpApiContext=new 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.ot-sdk-columns{width:100%;float:left;box-sizing:border-box;padding:0;display:initial}@media(min-width: 400px){#onetrust-banner-sdk .ot-sdk-container,#onetrust-pc-sdk .ot-sdk-container,#ot-sdk-cookie-policy .ot-sdk-container{width:90%;padding:0}}@media(min-width: 550px){#onetrust-banner-sdk .ot-sdk-container,#onetrust-pc-sdk .ot-sdk-container,#ot-sdk-cookie-policy .ot-sdk-container{width:100%}#onetrust-banner-sdk .ot-sdk-column,#onetrust-banner-sdk .ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-column,#onetrust-pc-sdk .ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-column,#ot-sdk-cookie-policy .ot-sdk-columns{margin-left:4%}#onetrust-banner-sdk .ot-sdk-column:first-child,#onetrust-banner-sdk .ot-sdk-columns:first-child,#onetrust-pc-sdk .ot-sdk-column:first-child,#onetrust-pc-sdk .ot-sdk-columns:first-child,#ot-sdk-cookie-policy .ot-sdk-column:first-child,#ot-sdk-cookie-policy .ot-sdk-columns:first-child{margin-left:0}#onetrust-banner-sdk .ot-sdk-two.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-two.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-two.ot-sdk-columns{width:13.3333333333%}#onetrust-banner-sdk .ot-sdk-three.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-three.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-three.ot-sdk-columns{width:22%}#onetrust-banner-sdk .ot-sdk-four.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-four.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-four.ot-sdk-columns{width:30.6666666667%}#onetrust-banner-sdk .ot-sdk-eight.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-eight.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-eight.ot-sdk-columns{width:65.3333333333%}#onetrust-banner-sdk .ot-sdk-nine.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-nine.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-nine.ot-sdk-columns{width:74%}#onetrust-banner-sdk .ot-sdk-ten.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-ten.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-ten.ot-sdk-columns{width:82.6666666667%}#onetrust-banner-sdk .ot-sdk-eleven.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-eleven.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-eleven.ot-sdk-columns{width:91.3333333333%}#onetrust-banner-sdk .ot-sdk-twelve.ot-sdk-columns,#onetrust-pc-sdk .ot-sdk-twelve.ot-sdk-columns,#ot-sdk-cookie-policy .ot-sdk-twelve.ot-sdk-columns{width:100%;margin-left:0}}#onetrust-banner-sdk h1,#onetrust-banner-sdk h2,#onetrust-banner-sdk h3,#onetrust-banner-sdk h4,#onetrust-banner-sdk h5,#onetrust-banner-sdk h6,#onetrust-pc-sdk h1,#onetrust-pc-sdk h2,#onetrust-pc-sdk h3,#onetrust-pc-sdk h4,#onetrust-pc-sdk h5,#onetrust-pc-sdk h6,#ot-sdk-cookie-policy h1,#ot-sdk-cookie-policy h2,#ot-sdk-cookie-policy h3,#ot-sdk-cookie-policy h4,#ot-sdk-cookie-policy h5,#ot-sdk-cookie-policy h6{margin-top:0;font-weight:600;font-family:inherit}#onetrust-banner-sdk h1,#onetrust-pc-sdk h1,#ot-sdk-cookie-policy h1{font-size:1.5rem;line-height:1.2}#onetrust-banner-sdk h2,#onetrust-pc-sdk h2,#ot-sdk-cookie-policy h2{font-size:1.5rem;line-height:1.25}#onetrust-banner-sdk h3,#onetrust-pc-sdk h3,#ot-sdk-cookie-policy h3{font-size:1.5rem;line-height:1.3}#onetrust-banner-sdk h4,#onetrust-pc-sdk h4,#ot-sdk-cookie-policy h4{font-size:1.5rem;line-height:1.35}#onetrust-banner-sdk h5,#onetrust-pc-sdk h5,#ot-sdk-cookie-policy h5{font-size:1.5rem;line-height:1.5}#onetrust-banner-sdk h6,#onetrust-pc-sdk h6,#ot-sdk-cookie-policy h6{font-size:1.5rem;line-height:1.6}@media(min-width: 550px){#onetrust-banner-sdk h1,#onetrust-pc-sdk h1,#ot-sdk-cookie-policy h1{font-size:1.5rem}#onetrust-banner-sdk h2,#onetrust-pc-sdk h2,#ot-sdk-cookie-policy h2{font-size:1.5rem}#onetrust-banner-sdk h3,#onetrust-pc-sdk h3,#ot-sdk-cookie-policy h3{font-size:1.5rem}#onetrust-banner-sdk h4,#onetrust-pc-sdk h4,#ot-sdk-cookie-policy h4{font-size:1.5rem}#onetrust-banner-sdk h5,#onetrust-pc-sdk h5,#ot-sdk-cookie-policy h5{font-size:1.5rem}#onetrust-banner-sdk h6,#onetrust-pc-sdk h6,#ot-sdk-cookie-policy h6{font-size:1.5rem}}#onetrust-banner-sdk p,#onetrust-pc-sdk p,#ot-sdk-cookie-policy p{margin:0 0 1em 0;font-family:inherit;line-height:normal}#onetrust-banner-sdk a,#onetrust-pc-sdk a,#ot-sdk-cookie-policy a{color:#565656;text-decoration:underline}#onetrust-banner-sdk a:hover,#onetrust-pc-sdk a:hover,#ot-sdk-cookie-policy a:hover{color:#565656;text-decoration:none}#onetrust-banner-sdk .ot-sdk-button,#onetrust-banner-sdk button,#onetrust-pc-sdk .ot-sdk-button,#onetrust-pc-sdk button,#ot-sdk-cookie-policy .ot-sdk-button,#ot-sdk-cookie-policy button{margin-bottom:1rem;font-family:inherit}#onetrust-banner-sdk .ot-sdk-button,#onetrust-banner-sdk button,#onetrust-pc-sdk .ot-sdk-button,#onetrust-pc-sdk button,#ot-sdk-cookie-policy .ot-sdk-button,#ot-sdk-cookie-policy button{display:inline-block;height:38px;padding:0 30px;color:#555;text-align:center;font-size:.9em;font-weight:400;line-height:38px;letter-spacing:.01em;text-decoration:none;white-space:nowrap;background-color:rgba(0,0,0,0);border-radius:2px;border:1px solid #bbb;cursor:pointer;box-sizing:border-box}#onetrust-banner-sdk .ot-sdk-button:hover,#onetrust-banner-sdk :not(.ot-leg-btn-container)>button:not(.ot-link-btn):hover,#onetrust-banner-sdk :not(.ot-leg-btn-container)>button:not(.ot-link-btn):focus,#onetrust-pc-sdk .ot-sdk-button:hover,#onetrust-pc-sdk :not(.ot-leg-btn-container)>button:not(.ot-link-btn):hover,#onetrust-pc-sdk :not(.ot-leg-btn-container)>button:not(.ot-link-btn):focus,#ot-sdk-cookie-policy .ot-sdk-button:hover,#ot-sdk-cookie-policy :not(.ot-leg-btn-container)>button:not(.ot-link-btn):hover,#ot-sdk-cookie-policy :not(.ot-leg-btn-container)>button:not(.ot-link-btn):focus{color:#333;border-color:#888;opacity:.7}#onetrust-banner-sdk .ot-sdk-button:focus,#onetrust-banner-sdk :not(.ot-leg-btn-container)>button:focus,#onetrust-pc-sdk .ot-sdk-button:focus,#onetrust-pc-sdk :not(.ot-leg-btn-container)>button:focus,#ot-sdk-cookie-policy .ot-sdk-button:focus,#ot-sdk-cookie-policy :not(.ot-leg-btn-container)>button:focus{outline:2px solid #000}#onetrust-banner-sdk .ot-sdk-button.ot-sdk-button-primary,#onetrust-banner-sdk button.ot-sdk-button-primary,#onetrust-banner-sdk input[type=submit].ot-sdk-button-primary,#onetrust-banner-sdk input[type=reset].ot-sdk-button-primary,#onetrust-banner-sdk input[type=button].ot-sdk-button-primary,#onetrust-pc-sdk .ot-sdk-button.ot-sdk-button-primary,#onetrust-pc-sdk button.ot-sdk-button-primary,#onetrust-pc-sdk input[type=submit].ot-sdk-button-primary,#onetrust-pc-sdk input[type=reset].ot-sdk-button-primary,#onetrust-pc-sdk input[type=button].ot-sdk-button-primary,#ot-sdk-cookie-policy .ot-sdk-button.ot-sdk-button-primary,#ot-sdk-cookie-policy button.ot-sdk-button-primary,#ot-sdk-cookie-policy input[type=submit].ot-sdk-button-primary,#ot-sdk-cookie-policy input[type=reset].ot-sdk-button-primary,#ot-sdk-cookie-policy input[type=button].ot-sdk-button-primary{color:#fff;background-color:#33c3f0;border-color:#33c3f0}#onetrust-banner-sdk .ot-sdk-button.ot-sdk-button-primary:hover,#onetrust-banner-sdk button.ot-sdk-button-primary:hover,#onetrust-banner-sdk input[type=submit].ot-sdk-button-primary:hover,#onetrust-banner-sdk input[type=reset].ot-sdk-button-primary:hover,#onetrust-banner-sdk input[type=button].ot-sdk-button-primary:hover,#onetrust-banner-sdk .ot-sdk-button.ot-sdk-button-primary:focus,#onetrust-banner-sdk button.ot-sdk-button-primary:focus,#onetrust-banner-sdk input[type=submit].ot-sdk-button-primary:focus,#onetrust-banner-sdk input[type=reset].ot-sdk-button-primary:focus,#onetrust-banner-sdk input[type=button].ot-sdk-button-primary:focus,#onetrust-pc-sdk .ot-sdk-button.ot-sdk-button-primary:hover,#onetrust-pc-sdk button.ot-sdk-button-primary:hover,#onetrust-pc-sdk input[type=submit].ot-sdk-button-primary:hover,#onetrust-pc-sdk input[type=reset].ot-sdk-button-primary:hover,#onetrust-pc-sdk input[type=button].ot-sdk-button-primary:hover,#onetrust-pc-sdk .ot-sdk-button.ot-sdk-button-primary:focus,#onetrust-pc-sdk button.ot-sdk-button-primary:focus,#onetrust-pc-sdk input[type=submit].ot-sdk-button-primary:focus,#onetrust-pc-sdk input[type=reset].ot-sdk-button-primary:focus,#onetrust-pc-sdk input[type=button].ot-sdk-button-primary:focus,#ot-sdk-cookie-policy .ot-sdk-button.ot-sdk-button-primary:hover,#ot-sdk-cookie-policy button.ot-sdk-button-primary:hover,#ot-sdk-cookie-policy input[type=submit].ot-sdk-button-primary:hover,#ot-sdk-cookie-policy input[type=reset].ot-sdk-button-primary:hover,#ot-sdk-cookie-policy input[type=button].ot-sdk-button-primary:hover,#ot-sdk-cookie-policy .ot-sdk-button.ot-sdk-button-primary:focus,#ot-sdk-cookie-policy button.ot-sdk-button-primary:focus,#ot-sdk-cookie-policy input[type=submit].ot-sdk-button-primary:focus,#ot-sdk-cookie-policy input[type=reset].ot-sdk-button-primary:focus,#ot-sdk-cookie-policy input[type=button].ot-sdk-button-primary:focus{color:#fff;background-color:#1eaedb;border-color:#1eaedb}#onetrust-banner-sdk input[type=text],#onetrust-pc-sdk input[type=text],#ot-sdk-cookie-policy input[type=text]{height:38px;padding:6px 10px;background-color:#fff;border:1px solid #d1d1d1;border-radius:4px;box-shadow:none;box-sizing:border-box}#onetrust-banner-sdk input[type=text],#onetrust-pc-sdk input[type=text],#ot-sdk-cookie-policy input[type=text]{-webkit-appearance:none;-moz-appearance:none;appearance:none}#onetrust-banner-sdk input[type=text]:focus,#onetrust-pc-sdk input[type=text]:focus,#ot-sdk-cookie-policy input[type=text]:focus{border:1px solid #000;outline:0}#onetrust-banner-sdk label,#onetrust-pc-sdk label,#ot-sdk-cookie-policy label{display:block;margin-bottom:.5rem;font-weight:600}#onetrust-banner-sdk input[type=checkbox],#onetrust-pc-sdk input[type=checkbox],#ot-sdk-cookie-policy input[type=checkbox]{display:inline}#onetrust-banner-sdk ul,#onetrust-pc-sdk ul,#ot-sdk-cookie-policy ul{list-style:circle inside}#onetrust-banner-sdk ul,#onetrust-pc-sdk ul,#ot-sdk-cookie-policy ul{padding-left:0;margin-top:0}#onetrust-banner-sdk ul ul,#onetrust-pc-sdk ul ul,#ot-sdk-cookie-policy ul ul{margin:1.5rem 0 1.5rem 3rem;font-size:90%}#onetrust-banner-sdk li,#onetrust-pc-sdk li,#ot-sdk-cookie-policy li{margin-bottom:1rem}#onetrust-banner-sdk th,#onetrust-banner-sdk td,#onetrust-pc-sdk th,#onetrust-pc-sdk td,#ot-sdk-cookie-policy th,#ot-sdk-cookie-policy td{padding:12px 15px;text-align:left;border-bottom:1px solid #e1e1e1}#onetrust-banner-sdk button,#onetrust-pc-sdk button,#ot-sdk-cookie-policy button{margin-bottom:1rem;font-family:inherit}#onetrust-banner-sdk .ot-sdk-container:after,#onetrust-banner-sdk .ot-sdk-row:after,#onetrust-pc-sdk .ot-sdk-container:after,#onetrust-pc-sdk .ot-sdk-row:after,#ot-sdk-cookie-policy .ot-sdk-container:after,#ot-sdk-cookie-policy .ot-sdk-row:after{content:\"\";display:table;clear:both}#onetrust-banner-sdk .ot-sdk-row,#onetrust-pc-sdk .ot-sdk-row,#ot-sdk-cookie-policy .ot-sdk-row{margin:0;max-width:none;display:block}#onetrust-banner-sdk{box-shadow:0 0 18px rgba(0,0,0,.2)}#onetrust-banner-sdk.otFlat{position:fixed;z-index:2147483645;bottom:0;right:0;left:0;background-color:#fff;max-height:90%;overflow-x:hidden;overflow-y:auto}#onetrust-banner-sdk.otFlat.top{top:0px;bottom:auto}#onetrust-banner-sdk.otRelFont{font-size:1rem}#onetrust-banner-sdk>.ot-sdk-container{overflow:hidden}#onetrust-banner-sdk::-webkit-scrollbar{width:11px}#onetrust-banner-sdk::-webkit-scrollbar-thumb{border-radius:10px;background:#c1c1c1}#onetrust-banner-sdk{scrollbar-arrow-color:#c1c1c1;scrollbar-darkshadow-color:#c1c1c1;scrollbar-face-color:#c1c1c1;scrollbar-shadow-color:#c1c1c1}#onetrust-banner-sdk #onetrust-policy{margin:1.25em 0 .625em 2em;overflow:hidden}#onetrust-banner-sdk #onetrust-policy .ot-gv-list-handler{float:left;font-size:.82em;padding:0;margin-bottom:0;border:0;line-height:normal;height:auto;width:auto}#onetrust-banner-sdk #onetrust-policy-title{font-size:1.2em;line-height:1.3;margin-bottom:10px}#onetrust-banner-sdk #onetrust-policy-text{clear:both;text-align:left;font-size:.88em;line-height:1.4}#onetrust-banner-sdk #onetrust-policy-text *{font-size:inherit;line-height:inherit}#onetrust-banner-sdk #onetrust-policy-text a{font-weight:bold;margin-left:5px}#onetrust-banner-sdk #onetrust-policy-title,#onetrust-banner-sdk #onetrust-policy-text{color:dimgray;float:left}#onetrust-banner-sdk #onetrust-button-group-parent{min-height:1px;text-align:center}#onetrust-banner-sdk #onetrust-button-group{display:inline-block}#onetrust-banner-sdk #onetrust-accept-btn-handler,#onetrust-banner-sdk #onetrust-reject-all-handler,#onetrust-banner-sdk #onetrust-pc-btn-handler{background-color:#68b631;color:#fff;border-color:#68b631;margin-right:1em;min-width:125px;height:auto;white-space:normal;word-break:break-word;word-wrap:break-word;padding:12px 10px;line-height:1.2;font-size:.813em;font-weight:600}#onetrust-banner-sdk #onetrust-pc-btn-handler.cookie-setting-link{background-color:#fff;border:none;color:#68b631;text-decoration:underline;padding-left:0;padding-right:0}#onetrust-banner-sdk .onetrust-close-btn-ui{width:44px;height:44px;background-size:12px;border:none;position:relative;margin:auto;padding:0}#onetrust-banner-sdk .banner_logo{display:none}#onetrust-banner-sdk.ot-bnr-w-logo .ot-bnr-logo{position:absolute;top:50%;transform:translateY(-50%);left:0px}#onetrust-banner-sdk.ot-bnr-w-logo #onetrust-policy{margin-left:65px}#onetrust-banner-sdk .ot-b-addl-desc{clear:both;float:left;display:block}#onetrust-banner-sdk #banner-options{float:left;display:table;margin-right:0;margin-left:1em;width:calc(100% - 1em)}#onetrust-banner-sdk .banner-option-input{cursor:pointer;width:auto;height:auto;border:none;padding:0;padding-right:3px;margin:0 0 10px;font-size:.82em;line-height:1.4}#onetrust-banner-sdk .banner-option-input *{pointer-events:none;font-size:inherit;line-height:inherit}#onetrust-banner-sdk .banner-option-input[aria-expanded=true]~.banner-option-details{display:block;height:auto}#onetrust-banner-sdk .banner-option-input[aria-expanded=true] .ot-arrow-container{transform:rotate(90deg)}#onetrust-banner-sdk .banner-option{margin-bottom:12px;margin-left:0;border:none;float:left;padding:0}#onetrust-banner-sdk .banner-option:first-child{padding-left:2px}#onetrust-banner-sdk .banner-option:not(:first-child){padding:0;border:none}#onetrust-banner-sdk .banner-option-header{cursor:pointer;display:inline-block}#onetrust-banner-sdk .banner-option-header :first-child{color:dimgray;font-weight:bold;float:left}#onetrust-banner-sdk .banner-option-header .ot-arrow-container{display:inline-block;border-top:6px solid rgba(0,0,0,0);border-bottom:6px solid rgba(0,0,0,0);border-left:6px solid dimgray;margin-left:10px;vertical-align:middle}#onetrust-banner-sdk .banner-option-details{display:none;font-size:.83em;line-height:1.5;padding:10px 0px 5px 10px;margin-right:10px;height:0px}#onetrust-banner-sdk .banner-option-details *{font-size:inherit;line-height:inherit;color:dimgray}#onetrust-banner-sdk .ot-arrow-container,#onetrust-banner-sdk .banner-option-details{transition:all 300ms ease-in 0s;-webkit-transition:all 300ms ease-in 0s;-moz-transition:all 300ms ease-in 0s;-o-transition:all 300ms ease-in 0s}#onetrust-banner-sdk .ot-dpd-container{float:left}#onetrust-banner-sdk .ot-dpd-title{margin-bottom:10px}#onetrust-banner-sdk .ot-dpd-title,#onetrust-banner-sdk .ot-dpd-desc{font-size:.88em;line-height:1.4;color:dimgray}#onetrust-banner-sdk .ot-dpd-title *,#onetrust-banner-sdk .ot-dpd-desc *{font-size:inherit;line-height:inherit}#onetrust-banner-sdk.ot-iab-2 #onetrust-policy-text *{margin-bottom:0}#onetrust-banner-sdk.ot-iab-2 .onetrust-vendors-list-handler{display:block;margin-left:0;margin-top:5px;clear:both;margin-bottom:0;padding:0;border:0;height:auto;width:auto}#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group button{display:block}#onetrust-banner-sdk.ot-close-btn-link{padding-top:25px}#onetrust-banner-sdk.ot-close-btn-link #onetrust-close-btn-container{top:15px;transform:none;right:15px}#onetrust-banner-sdk.ot-close-btn-link #onetrust-close-btn-container button{padding:0;white-space:pre-wrap;border:none;height:auto;line-height:1.5;text-decoration:underline;font-size:.69em}#onetrust-banner-sdk #onetrust-policy-text,#onetrust-banner-sdk .ot-dpd-desc,#onetrust-banner-sdk .ot-b-addl-desc{font-size:.813em;line-height:1.5}#onetrust-banner-sdk .ot-dpd-desc{margin-bottom:10px}#onetrust-banner-sdk .ot-dpd-desc>.ot-b-addl-desc{margin-top:10px;margin-bottom:10px;font-size:1em}@media only screen and (max-width: 425px){#onetrust-banner-sdk #onetrust-close-btn-container{position:absolute;top:6px;right:2px}#onetrust-banner-sdk #onetrust-policy{margin-left:0;margin-top:3em}#onetrust-banner-sdk #onetrust-button-group{display:block}#onetrust-banner-sdk #onetrust-accept-btn-handler,#onetrust-banner-sdk #onetrust-reject-all-handler,#onetrust-banner-sdk #onetrust-pc-btn-handler{width:100%}#onetrust-banner-sdk .onetrust-close-btn-ui{top:auto;transform:none}#onetrust-banner-sdk #onetrust-policy-title{display:inline;float:none}#onetrust-banner-sdk #banner-options{margin:0;padding:0;width:100%}}@media only screen and (min-width: 426px)and (max-width: 896px){#onetrust-banner-sdk #onetrust-close-btn-container{position:absolute;top:0;right:0}#onetrust-banner-sdk #onetrust-policy{margin-left:1em;margin-right:1em}#onetrust-banner-sdk .onetrust-close-btn-ui{top:10px;right:10px}#onetrust-banner-sdk:not(.ot-iab-2) #onetrust-group-container{width:95%}#onetrust-banner-sdk.ot-iab-2 #onetrust-group-container{width:100%}#onetrust-banner-sdk.ot-bnr-w-logo #onetrust-button-group-parent{padding-left:50px}#onetrust-banner-sdk #onetrust-button-group-parent{width:100%;position:relative;margin-left:0}#onetrust-banner-sdk #onetrust-button-group button{display:inline-block}#onetrust-banner-sdk #onetrust-button-group{margin-right:0;text-align:center}#onetrust-banner-sdk .has-reject-all-button #onetrust-pc-btn-handler{float:left}#onetrust-banner-sdk .has-reject-all-button #onetrust-reject-all-handler,#onetrust-banner-sdk .has-reject-all-button #onetrust-accept-btn-handler{float:right}#onetrust-banner-sdk .has-reject-all-button #onetrust-button-group{width:calc(100% - 2em);margin-right:0}#onetrust-banner-sdk .has-reject-all-button #onetrust-pc-btn-handler.cookie-setting-link{padding-left:0px;text-align:left}#onetrust-banner-sdk.ot-buttons-fw .ot-sdk-three button{width:100%;text-align:center}#onetrust-banner-sdk.ot-buttons-fw #onetrust-button-group-parent button{float:none}#onetrust-banner-sdk.ot-buttons-fw #onetrust-pc-btn-handler.cookie-setting-link{text-align:center}}@media only screen and (min-width: 550px){#onetrust-banner-sdk .banner-option:not(:first-child){border-left:1px solid #d8d8d8;padding-left:25px}}@media only screen and (min-width: 425px)and (max-width: 550px){#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group,#onetrust-banner-sdk.ot-iab-2 #onetrust-policy,#onetrust-banner-sdk.ot-iab-2 .banner-option{width:100%}#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group #onetrust-accept-btn-handler,#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group #onetrust-reject-all-handler,#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group #onetrust-pc-btn-handler{width:100%}#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group #onetrust-accept-btn-handler,#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group #onetrust-reject-all-handler{float:left}}@media only screen and (min-width: 769px){#onetrust-banner-sdk #onetrust-button-group{margin-right:30%}#onetrust-banner-sdk #banner-options{margin-left:2em;margin-right:5em;margin-bottom:1.25em;width:calc(100% - 7em)}}@media only screen and (min-width: 897px)and (max-width: 1023px){#onetrust-banner-sdk.vertical-align-content #onetrust-button-group-parent{position:absolute;top:50%;left:75%;transform:translateY(-50%)}#onetrust-banner-sdk #onetrust-close-btn-container{top:50%;margin:auto;transform:translate(-50%, -50%);position:absolute;padding:0;right:0}#onetrust-banner-sdk #onetrust-close-btn-container button{position:relative;margin:0;right:-22px;top:2px}}@media only screen and (min-width: 1024px){#onetrust-banner-sdk #onetrust-close-btn-container{top:50%;margin:auto;transform:translate(-50%, -50%);position:absolute;right:0}#onetrust-banner-sdk #onetrust-close-btn-container button{right:-12px}#onetrust-banner-sdk #onetrust-policy{margin-left:2em}#onetrust-banner-sdk.vertical-align-content #onetrust-button-group-parent{position:absolute;top:50%;left:60%;transform:translateY(-50%)}#onetrust-banner-sdk .ot-optout-signal{width:50%}#onetrust-banner-sdk.ot-iab-2 #onetrust-policy-title{width:50%}#onetrust-banner-sdk.ot-iab-2 #onetrust-policy-text,#onetrust-banner-sdk.ot-iab-2 :not(.ot-dpd-desc)>.ot-b-addl-desc{margin-bottom:1em;width:50%;border-right:1px solid #d8d8d8;padding-right:1rem}#onetrust-banner-sdk.ot-iab-2 #onetrust-policy-text{margin-bottom:0;padding-bottom:1em}#onetrust-banner-sdk.ot-iab-2 :not(.ot-dpd-desc)>.ot-b-addl-desc{margin-bottom:0;padding-bottom:1em}#onetrust-banner-sdk.ot-iab-2 .ot-dpd-container{width:45%;padding-left:1rem;display:inline-block;float:none}#onetrust-banner-sdk.ot-iab-2 .ot-dpd-title{line-height:1.7}#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group-parent{left:auto;right:4%;margin-left:0}#onetrust-banner-sdk.ot-iab-2 #onetrust-button-group button{display:block}#onetrust-banner-sdk:not(.ot-iab-2) #onetrust-button-group-parent{margin:auto;width:30%}#onetrust-banner-sdk:not(.ot-iab-2) #onetrust-group-container{width:60%}#onetrust-banner-sdk #onetrust-button-group{margin-right:auto}#onetrust-banner-sdk #onetrust-accept-btn-handler,#onetrust-banner-sdk #onetrust-reject-all-handler,#onetrust-banner-sdk #onetrust-pc-btn-handler{margin-top:1em}}@media only screen and (min-width: 890px){#onetrust-banner-sdk.ot-buttons-fw:not(.ot-iab-2) #onetrust-button-group-parent{padding-left:3%;padding-right:4%;margin-left:0}#onetrust-banner-sdk.ot-buttons-fw:not(.ot-iab-2) #onetrust-button-group{margin-right:0;margin-top:1.25em;width:100%}#onetrust-banner-sdk.ot-buttons-fw:not(.ot-iab-2) #onetrust-button-group button{width:100%;margin-bottom:5px;margin-top:5px}#onetrust-banner-sdk.ot-buttons-fw:not(.ot-iab-2) #onetrust-button-group button:last-of-type{margin-bottom:20px}}@media only screen and (min-width: 1280px){#onetrust-banner-sdk:not(.ot-iab-2) #onetrust-group-container{width:55%}#onetrust-banner-sdk:not(.ot-iab-2) #onetrust-button-group-parent{width:44%;padding-left:2%;padding-right:2%}#onetrust-banner-sdk:not(.ot-iab-2).vertical-align-content #onetrust-button-group-parent{position:absolute;left:55%}}\\n        #onetrust-consent-sdk #onetrust-banner-sdk {background-color: #FFFFFF;}\\n            #onetrust-consent-sdk #onetrust-policy-title,\\n                    #onetrust-consent-sdk #onetrust-policy-text,\\n                    #onetrust-consent-sdk .ot-b-addl-desc,\\n                    #onetrust-consent-sdk .ot-dpd-desc,\\n                    #onetrust-consent-sdk .ot-dpd-title,\\n                    #onetrust-consent-sdk #onetrust-policy-text *:not(.onetrust-vendors-list-handler),\\n                    #onetrust-consent-sdk .ot-dpd-desc *:not(.onetrust-vendors-list-handler),\\n                    #onetrust-consent-sdk #onetrust-banner-sdk #banner-options *,\\n                    #onetrust-banner-sdk .ot-cat-header,\\n                    #onetrust-banner-sdk .ot-optout-signal\\n                    {\\n                        color: #696969;\\n                    }\\n            #onetrust-consent-sdk #onetrust-banner-sdk .banner-option-details {\\n                    background-color: #E9E9E9;}\\n             #onetrust-consent-sdk #onetrust-banner-sdk a[href],\\n                    #onetrust-consent-sdk #onetrust-banner-sdk a[href] font,\\n                    #onetrust-consent-sdk #onetrust-banner-sdk .ot-link-btn\\n                        {\\n                            color: #3860BE;\\n                        }#onetrust-consent-sdk #onetrust-accept-btn-handler,\\n                         #onetrust-banner-sdk #onetrust-reject-all-handler {\\n                            background-color: #346E4A;border-color: #346E4A;\\n                color: #FFFFFF;\\n            }\\n            #onetrust-consent-sdk #onetrust-banner-sdk *:focus,\\n            #onetrust-consent-sdk #onetrust-banner-sdk:focus {\\n               outline-color: #000000;\\n               outline-width: 1px;\\n            }\\n            #onetrust-consent-sdk #onetrust-pc-btn-handler,\\n            #onetrust-consent-sdk #onetrust-pc-btn-handler.cookie-setting-link {\\n                color: #346E4A; border-color: #346E4A;\\n                background-color:\\n                #FFFFFF;\\n            }#onetrust-pc-sdk.otPcCenter{overflow:hidden;position:fixed;margin:0 auto;top:5%;right:0;left:0;width:40%;max-width:575px;min-width:575px;border-radius:2.5px;z-index:2147483647;background-color:#fff;-webkit-box-shadow:0px 2px 10px -3px #999;-moz-box-shadow:0px 2px 10px -3px #999;box-shadow:0px 2px 10px -3px #999}#onetrust-pc-sdk.otPcCenter[dir=rtl]{right:0;left:0}#onetrust-pc-sdk.otRelFont{font-size:1rem}#onetrust-pc-sdk .ot-optout-signal{margin-top:.625rem}#onetrust-pc-sdk #ot-addtl-venlst .ot-arw-cntr,#onetrust-pc-sdk #ot-addtl-venlst .ot-plus-minus,#onetrust-pc-sdk .ot-hide-tgl{visibility:hidden}#onetrust-pc-sdk #ot-addtl-venlst .ot-arw-cntr *,#onetrust-pc-sdk #ot-addtl-venlst .ot-plus-minus *,#onetrust-pc-sdk .ot-hide-tgl *{visibility:hidden}#onetrust-pc-sdk #ot-gn-venlst .ot-ven-item .ot-acc-hdr{min-height:40px}#onetrust-pc-sdk .ot-pc-header{height:39px;padding:10px 0 10px 30px;border-bottom:1px solid #e9e9e9}#onetrust-pc-sdk #ot-pc-title,#onetrust-pc-sdk #ot-category-title,#onetrust-pc-sdk .ot-cat-header,#onetrust-pc-sdk #ot-lst-title,#onetrust-pc-sdk .ot-ven-hdr .ot-ven-name,#onetrust-pc-sdk .ot-always-active{font-weight:bold;color:dimgray}#onetrust-pc-sdk .ot-always-active-group .ot-cat-header{width:55%;font-weight:700}#onetrust-pc-sdk .ot-cat-item p{clear:both;float:left;margin-top:10px;margin-bottom:5px;line-height:1.5;font-size:.812em;color:dimgray}#onetrust-pc-sdk .ot-close-icon{height:44px;width:44px;background-size:10px}#onetrust-pc-sdk #ot-pc-title{float:left;font-size:1em;line-height:1.5;margin-bottom:10px;margin-top:10px;width:100%}#onetrust-pc-sdk #accept-recommended-btn-handler{margin-right:10px;margin-bottom:25px;outline-offset:-1px}#onetrust-pc-sdk #ot-pc-desc{clear:both;width:100%;font-size:.812em;line-height:1.5;margin-bottom:25px}#onetrust-pc-sdk #ot-pc-desc a{margin-left:5px}#onetrust-pc-sdk #ot-pc-desc *{font-size:inherit;line-height:inherit}#onetrust-pc-sdk #ot-pc-desc ul li{padding:10px 0px}#onetrust-pc-sdk a{color:#656565;cursor:pointer}#onetrust-pc-sdk a:hover{color:#3860be}#onetrust-pc-sdk label{margin-bottom:0}#onetrust-pc-sdk #vdr-lst-dsc{font-size:.812em;line-height:1.5;padding:10px 15px 5px 15px}#onetrust-pc-sdk button{max-width:394px;padding:12px 30px;line-height:1;word-break:break-word;word-wrap:break-word;white-space:normal;font-weight:bold;height:auto}#onetrust-pc-sdk .ot-link-btn{padding:0;margin-bottom:0;border:0;font-weight:normal;line-height:normal;width:auto;height:auto}#onetrust-pc-sdk #ot-pc-content{position:absolute;overflow-y:scroll;padding-left:0px;padding-right:30px;top:60px;bottom:110px;margin:1px 3px 0 30px;width:calc(100% - 63px)}#onetrust-pc-sdk .ot-vs-list .ot-always-active,#onetrust-pc-sdk .ot-cat-grp .ot-always-active{float:right;clear:none;color:#3860be;margin:0;font-size:.813em;line-height:1.3}#onetrust-pc-sdk .ot-pc-scrollbar::-webkit-scrollbar-track{margin-right:20px}#onetrust-pc-sdk .ot-pc-scrollbar::-webkit-scrollbar{width:11px}#onetrust-pc-sdk .ot-pc-scrollbar::-webkit-scrollbar-thumb{border-radius:10px;background:#d8d8d8}#onetrust-pc-sdk input[type=checkbox]:focus+.ot-acc-hdr{outline:#000 1px solid}#onetrust-pc-sdk .ot-pc-scrollbar{scrollbar-arrow-color:#d8d8d8;scrollbar-darkshadow-color:#d8d8d8;scrollbar-face-color:#d8d8d8;scrollbar-shadow-color:#d8d8d8}#onetrust-pc-sdk .save-preference-btn-handler{margin-right:20px}#onetrust-pc-sdk .ot-pc-refuse-all-handler{margin-right:10px}#onetrust-pc-sdk #ot-pc-desc .privacy-notice-link{margin-left:0;margin-right:8px}#onetrust-pc-sdk #ot-pc-desc .ot-imprint-handler{margin-left:0;margin-right:8px}#onetrust-pc-sdk .ot-subgrp-cntr{display:inline-block;clear:both;width:100%;padding-top:15px}#onetrust-pc-sdk .ot-switch+.ot-subgrp-cntr{padding-top:10px}#onetrust-pc-sdk ul.ot-subgrps{margin:0;font-size:initial}#onetrust-pc-sdk ul.ot-subgrps li p,#onetrust-pc-sdk ul.ot-subgrps li h5{font-size:.813em;line-height:1.4;color:dimgray}#onetrust-pc-sdk ul.ot-subgrps .ot-switch{min-height:auto}#onetrust-pc-sdk ul.ot-subgrps .ot-switch-nob{top:0}#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr{display:inline-block;width:100%}#onetrust-pc-sdk ul.ot-subgrps .ot-acc-txt{margin:0}#onetrust-pc-sdk ul.ot-subgrps li{padding:0;border:none}#onetrust-pc-sdk ul.ot-subgrps li h5{position:relative;top:5px;font-weight:bold;margin-bottom:0;float:left}#onetrust-pc-sdk li.ot-subgrp{margin-left:20px;overflow:auto}#onetrust-pc-sdk li.ot-subgrp>h5{width:calc(100% - 100px)}#onetrust-pc-sdk .ot-cat-item p>ul,#onetrust-pc-sdk li.ot-subgrp p>ul{margin:0px;list-style:disc;margin-left:15px;font-size:inherit}#onetrust-pc-sdk .ot-cat-item p>ul li,#onetrust-pc-sdk li.ot-subgrp p>ul li{font-size:inherit;padding-top:10px;padding-left:0px;padding-right:0px;border:none}#onetrust-pc-sdk .ot-cat-item p>ul li:last-child,#onetrust-pc-sdk li.ot-subgrp p>ul li:last-child{padding-bottom:10px}#onetrust-pc-sdk .ot-pc-logo{height:40px;width:120px}#onetrust-pc-sdk .ot-pc-footer{position:absolute;bottom:0px;width:100%;max-height:160px;border-top:1px solid #d8d8d8}#onetrust-pc-sdk.ot-ftr-stacked .ot-pc-refuse-all-handler{margin-bottom:0px}#onetrust-pc-sdk.ot-ftr-stacked #ot-pc-content{bottom:160px}#onetrust-pc-sdk.ot-ftr-stacked .ot-pc-footer button{width:100%;max-width:none}#onetrust-pc-sdk.ot-ftr-stacked .ot-btn-container{margin:0 30px;width:calc(100% - 60px);padding-right:0}#onetrust-pc-sdk .ot-pc-footer-logo{height:30px;width:100%;text-align:right;background:#f4f4f4}#onetrust-pc-sdk .ot-pc-footer-logo a{display:inline-block;margin-top:5px;margin-right:10px}#onetrust-pc-sdk[dir=rtl] .ot-pc-footer-logo{direction:rtl}#onetrust-pc-sdk[dir=rtl] .ot-pc-footer-logo a{margin-right:25px}#onetrust-pc-sdk .ot-tgl{float:right;position:relative;z-index:1}#onetrust-pc-sdk .ot-tgl input:checked+.ot-switch .ot-switch-nob{background-color:#468254;border:1px solid #fff}#onetrust-pc-sdk .ot-tgl input:checked+.ot-switch .ot-switch-nob:before{-webkit-transform:translateX(20px);-ms-transform:translateX(20px);transform:translateX(20px);background-color:#fff;border-color:#fff}#onetrust-pc-sdk .ot-tgl input:focus+.ot-switch{outline:#000 solid 1px}#onetrust-pc-sdk .ot-switch{position:relative;display:inline-block;width:45px;height:25px}#onetrust-pc-sdk .ot-switch-nob{position:absolute;cursor:pointer;top:0;left:0;right:0;bottom:0;background-color:#767676;border:1px solid #ddd;transition:all .2s ease-in 0s;-moz-transition:all .2s ease-in 0s;-o-transition:all .2s ease-in 0s;-webkit-transition:all .2s ease-in 0s;border-radius:20px}#onetrust-pc-sdk .ot-switch-nob:before{position:absolute;content:\"\";height:18px;width:18px;bottom:3px;left:3px;background-color:#fff;-webkit-transition:.4s;transition:.4s;border-radius:20px}#onetrust-pc-sdk .ot-chkbox input:checked~label::before{background-color:#3860be}#onetrust-pc-sdk .ot-chkbox input+label::after{content:none;color:#fff}#onetrust-pc-sdk .ot-chkbox input:checked+label::after{content:\"\"}#onetrust-pc-sdk .ot-chkbox input:focus+label::before{outline-style:solid;outline-width:2px;outline-style:auto}#onetrust-pc-sdk .ot-chkbox label{position:relative;display:inline-block;padding-left:30px;cursor:pointer;font-weight:500}#onetrust-pc-sdk .ot-chkbox label::before,#onetrust-pc-sdk .ot-chkbox label::after{position:absolute;content:\"\";display:inline-block;border-radius:3px}#onetrust-pc-sdk .ot-chkbox label::before{height:18px;width:18px;border:1px solid #3860be;left:0px;top:auto}#onetrust-pc-sdk .ot-chkbox label::after{height:5px;width:9px;border-left:3px solid;border-bottom:3px solid;transform:rotate(-45deg);-o-transform:rotate(-45deg);-ms-transform:rotate(-45deg);-webkit-transform:rotate(-45deg);left:4px;top:5px}#onetrust-pc-sdk .ot-label-txt{display:none}#onetrust-pc-sdk .ot-chkbox input,#onetrust-pc-sdk .ot-tgl input{position:absolute;opacity:0;width:0;height:0}#onetrust-pc-sdk .ot-arw-cntr{float:right;position:relative;pointer-events:none}#onetrust-pc-sdk .ot-arw-cntr .ot-arw{width:16px;height:16px;margin-left:5px;color:dimgray;display:inline-block;vertical-align:middle;-webkit-transition:all 150ms ease-in 0s;-moz-transition:all 150ms ease-in 0s;-o-transition:all 150ms ease-in 0s;transition:all 150ms ease-in 0s}#onetrust-pc-sdk input:checked~.ot-acc-hdr .ot-arw,#onetrust-pc-sdk button[aria-expanded=true]~.ot-acc-hdr .ot-arw-cntr svg{transform:rotate(90deg);-o-transform:rotate(90deg);-ms-transform:rotate(90deg);-webkit-transform:rotate(90deg)}#onetrust-pc-sdk input[type=checkbox]:focus+.ot-acc-hdr{outline:#000 1px solid}#onetrust-pc-sdk .ot-tgl-cntr,#onetrust-pc-sdk .ot-arw-cntr{display:inline-block}#onetrust-pc-sdk .ot-tgl-cntr{width:45px;float:right;margin-top:2px}#onetrust-pc-sdk #ot-lst-cnt .ot-tgl-cntr{margin-top:10px}#onetrust-pc-sdk .ot-always-active-subgroup{width:auto;padding-left:0px !important;top:3px;position:relative}#onetrust-pc-sdk .ot-label-status{padding-left:5px;font-size:.75em;display:none}#onetrust-pc-sdk .ot-arw-cntr{margin-top:-1px}#onetrust-pc-sdk .ot-arw-cntr svg{-webkit-transition:all 300ms ease-in 0s;-moz-transition:all 300ms ease-in 0s;-o-transition:all 300ms ease-in 0s;transition:all 300ms ease-in 0s;height:10px;width:10px}#onetrust-pc-sdk input:checked~.ot-acc-hdr .ot-arw{transform:rotate(90deg);-o-transform:rotate(90deg);-ms-transform:rotate(90deg);-webkit-transform:rotate(90deg)}#onetrust-pc-sdk .ot-arw{width:10px;margin-left:15px;transition:all 300ms ease-in 0s;-webkit-transition:all 300ms ease-in 0s;-moz-transition:all 300ms ease-in 0s;-o-transition:all 300ms ease-in 0s}#onetrust-pc-sdk .ot-vlst-cntr{margin-bottom:0}#onetrust-pc-sdk .ot-hlst-cntr{margin-top:5px;display:inline-block;width:100%}#onetrust-pc-sdk .category-vendors-list-handler,#onetrust-pc-sdk .category-vendors-list-handler+a,#onetrust-pc-sdk .category-host-list-handler{clear:both;color:#3860be;margin-left:0;font-size:.813em;text-decoration:none;float:left;overflow:hidden}#onetrust-pc-sdk .category-vendors-list-handler:hover,#onetrust-pc-sdk .category-vendors-list-handler+a:hover,#onetrust-pc-sdk .category-host-list-handler:hover{text-decoration-line:underline}#onetrust-pc-sdk .category-vendors-list-handler+a{clear:none}#onetrust-pc-sdk .ot-vlst-cntr .ot-ext-lnk,#onetrust-pc-sdk .ot-ven-hdr .ot-ext-lnk{display:inline-block;height:13px;width:13px;background-repeat:no-repeat;margin-left:1px;margin-top:6px;cursor:pointer}#onetrust-pc-sdk .ot-ven-hdr .ot-ext-lnk{margin-bottom:-1px}#onetrust-pc-sdk .back-btn-handler{font-size:1em;text-decoration:none}#onetrust-pc-sdk .back-btn-handler:hover{opacity:.6}#onetrust-pc-sdk #ot-lst-title h3{display:inline-block;word-break:break-word;word-wrap:break-word;margin-bottom:0;color:#656565;font-size:1em;font-weight:bold;margin-left:15px}#onetrust-pc-sdk #ot-lst-title{margin:10px 0 10px 0px;font-size:1em;text-align:left}#onetrust-pc-sdk #ot-pc-hdr{margin:0 0 0 30px;height:auto;width:auto}#onetrust-pc-sdk #ot-pc-hdr input::placeholder{color:#d4d4d4;font-style:italic}#onetrust-pc-sdk #vendor-search-handler{height:31px;width:100%;border-radius:50px;font-size:.8em;padding-right:35px;padding-left:15px;float:left;margin-left:15px}#onetrust-pc-sdk .ot-ven-name{display:block;width:auto;padding-right:5px}#onetrust-pc-sdk #ot-lst-cnt{overflow-y:auto;margin-left:20px;margin-right:7px;width:calc(100% - 27px);max-height:calc(100% - 80px);height:100%;transform:translate3d(0, 0, 0)}#onetrust-pc-sdk #ot-pc-lst{width:100%;bottom:100px;position:absolute;top:60px}#onetrust-pc-sdk #ot-pc-lst:not(.ot-enbl-chr) .ot-tgl-cntr .ot-arw-cntr,#onetrust-pc-sdk #ot-pc-lst:not(.ot-enbl-chr) .ot-tgl-cntr .ot-arw-cntr *{visibility:hidden}#onetrust-pc-sdk #ot-pc-lst .ot-tgl-cntr{right:12px;position:absolute}#onetrust-pc-sdk #ot-pc-lst .ot-arw-cntr{float:right;position:relative}#onetrust-pc-sdk #ot-pc-lst .ot-arw{margin-left:10px}#onetrust-pc-sdk #ot-pc-lst .ot-acc-hdr{overflow:hidden;cursor:pointer}#onetrust-pc-sdk .ot-vlst-cntr{overflow:hidden}#onetrust-pc-sdk #ot-sel-blk{overflow:hidden;width:100%;position:sticky;position:-webkit-sticky;top:0;z-index:3}#onetrust-pc-sdk #ot-back-arw{height:12px;width:12px}#onetrust-pc-sdk .ot-lst-subhdr{width:100%;display:inline-block}#onetrust-pc-sdk .ot-search-cntr{float:left;width:78%;position:relative}#onetrust-pc-sdk .ot-search-cntr>svg{width:30px;height:30px;position:absolute;float:left;right:-15px}#onetrust-pc-sdk .ot-fltr-cntr{float:right;right:50px;position:relative}#onetrust-pc-sdk #filter-btn-handler{background-color:#3860be;border-radius:17px;display:inline-block;position:relative;width:32px;height:32px;-moz-transition:.1s ease;-o-transition:.1s ease;-webkit-transition:1s ease;transition:.1s ease;padding:0;margin:0}#onetrust-pc-sdk #filter-btn-handler:hover{background-color:#3860be}#onetrust-pc-sdk #filter-btn-handler svg{width:12px;height:12px;margin:3px 10px 0 10px;display:block;position:static;right:auto;top:auto}#onetrust-pc-sdk .ot-ven-link,#onetrust-pc-sdk .ot-ven-legclaim-link{color:#3860be;text-decoration:none;font-weight:100;display:inline-block;padding-top:10px;transform:translate(0, 1%);-o-transform:translate(0, 1%);-ms-transform:translate(0, 1%);-webkit-transform:translate(0, 1%);position:relative;z-index:2}#onetrust-pc-sdk .ot-ven-link *,#onetrust-pc-sdk .ot-ven-legclaim-link *{font-size:inherit}#onetrust-pc-sdk .ot-ven-link:hover,#onetrust-pc-sdk .ot-ven-legclaim-link:hover{text-decoration:underline}#onetrust-pc-sdk .ot-ven-hdr{width:calc(100% - 160px);height:auto;float:left;word-break:break-word;word-wrap:break-word;vertical-align:middle;padding-bottom:3px}#onetrust-pc-sdk .ot-ven-link,#onetrust-pc-sdk .ot-ven-legclaim-link{letter-spacing:.03em;font-size:.75em;font-weight:400}#onetrust-pc-sdk .ot-ven-dets{border-radius:2px;background-color:#f8f8f8}#onetrust-pc-sdk .ot-ven-dets li:first-child p:first-child{border-top:none}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc:not(:first-child){border-top:1px solid #ddd !important}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc:nth-child(n+3) p{display:inline-block}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc:nth-child(n+3) p:nth-of-type(odd){width:30%}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc:nth-child(n+3) p:nth-of-type(even){width:50%;word-break:break-word;word-wrap:break-word}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc p,#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc h4{padding-top:5px;padding-bottom:5px;display:block}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc h4{display:inline-block}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc p:nth-last-child(-n+1){padding-bottom:10px}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc p:nth-child(-n+2):not(.disc-pur){padding-top:10px}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc .disc-pur-cont{display:inline}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc .disc-pur{position:relative;width:50% !important;word-break:break-word;word-wrap:break-word;left:calc(30% + 17px)}#onetrust-pc-sdk .ot-ven-dets .ot-ven-disc .disc-pur:nth-child(-n+1){position:static}#onetrust-pc-sdk .ot-ven-dets p,#onetrust-pc-sdk .ot-ven-dets h4,#onetrust-pc-sdk .ot-ven-dets span{font-size:.69em;text-align:left;vertical-align:middle;word-break:break-word;word-wrap:break-word;margin:0;padding-bottom:10px;padding-left:15px;color:#2e3644}#onetrust-pc-sdk .ot-ven-dets h4{padding-top:5px}#onetrust-pc-sdk .ot-ven-dets span{color:dimgray;padding:0;vertical-align:baseline}#onetrust-pc-sdk .ot-ven-dets .ot-ven-pur h4{border-top:1px solid #e9e9e9;border-bottom:1px solid #e9e9e9;padding-bottom:5px;margin-bottom:5px;font-weight:bold}#onetrust-pc-sdk #ot-host-lst .ot-sel-all{float:right;position:relative;margin-right:42px;top:10px}#onetrust-pc-sdk #ot-host-lst .ot-sel-all input[type=checkbox]{width:auto;height:auto}#onetrust-pc-sdk #ot-host-lst .ot-sel-all label{height:20px;width:20px;padding-left:0px}#onetrust-pc-sdk #ot-host-lst .ot-acc-txt{overflow:hidden;width:95%}#onetrust-pc-sdk .ot-host-hdr{position:relative;z-index:1;pointer-events:none;width:calc(100% - 125px);float:left}#onetrust-pc-sdk .ot-host-name,#onetrust-pc-sdk .ot-host-desc{display:inline-block;width:90%}#onetrust-pc-sdk .ot-host-name{pointer-events:none}#onetrust-pc-sdk .ot-host-hdr>a{text-decoration:underline;font-size:.82em;position:relative;z-index:2;float:left;margin-bottom:5px;pointer-events:initial}#onetrust-pc-sdk .ot-host-name+a{margin-top:5px}#onetrust-pc-sdk .ot-host-name,#onetrust-pc-sdk .ot-host-name a,#onetrust-pc-sdk .ot-host-desc,#onetrust-pc-sdk .ot-host-info{color:dimgray;word-break:break-word;word-wrap:break-word}#onetrust-pc-sdk .ot-host-name,#onetrust-pc-sdk .ot-host-name a{font-weight:bold;font-size:.82em;line-height:1.3}#onetrust-pc-sdk .ot-host-name a{font-size:1em}#onetrust-pc-sdk .ot-host-expand{margin-top:3px;margin-bottom:3px;clear:both;display:block;color:#3860be;font-size:.72em;font-weight:normal}#onetrust-pc-sdk .ot-host-expand *{font-size:inherit}#onetrust-pc-sdk .ot-host-desc,#onetrust-pc-sdk .ot-host-info{font-size:.688em;line-height:1.4;font-weight:normal}#onetrust-pc-sdk .ot-host-desc{margin-top:10px}#onetrust-pc-sdk .ot-host-opt{margin:0;font-size:inherit;display:inline-block;width:100%}#onetrust-pc-sdk .ot-host-opt li>div div{font-size:.8em;padding:5px 0}#onetrust-pc-sdk .ot-host-opt li>div div:nth-child(1){width:30%;float:left}#onetrust-pc-sdk .ot-host-opt li>div div:nth-child(2){width:70%;float:left;word-break:break-word;word-wrap:break-word}#onetrust-pc-sdk .ot-host-info{border:none;display:inline-block;width:calc(100% - 10px);padding:10px;margin-bottom:10px;background-color:#f8f8f8}#onetrust-pc-sdk .ot-host-info>div{overflow:auto}#onetrust-pc-sdk #no-results{text-align:center;margin-top:30px}#onetrust-pc-sdk #no-results p{font-size:1em;color:#2e3644;word-break:break-word;word-wrap:break-word}#onetrust-pc-sdk #no-results p span{font-weight:bold}#onetrust-pc-sdk #ot-fltr-modal{width:100%;height:auto;display:none;-moz-transition:.2s ease;-o-transition:.2s ease;-webkit-transition:2s ease;transition:.2s ease;overflow:hidden;opacity:1;right:0}#onetrust-pc-sdk #ot-fltr-modal .ot-label-txt{display:inline-block;font-size:.85em;color:dimgray}#onetrust-pc-sdk #ot-fltr-cnt{z-index:2147483646;background-color:#fff;position:absolute;height:90%;max-height:300px;width:325px;left:210px;margin-top:10px;margin-bottom:20px;padding-right:10px;border-radius:3px;-webkit-box-shadow:0px 0px 12px 2px #c7c5c7;-moz-box-shadow:0px 0px 12px 2px #c7c5c7;box-shadow:0px 0px 12px 2px #c7c5c7}#onetrust-pc-sdk .ot-fltr-scrlcnt{overflow-y:auto;overflow-x:hidden;clear:both;max-height:calc(100% - 60px)}#onetrust-pc-sdk #ot-anchor{border:12px solid rgba(0,0,0,0);display:none;position:absolute;z-index:2147483647;right:55px;top:75px;transform:rotate(45deg);-o-transform:rotate(45deg);-ms-transform:rotate(45deg);-webkit-transform:rotate(45deg);background-color:#fff;-webkit-box-shadow:-3px -3px 5px -2px #c7c5c7;-moz-box-shadow:-3px -3px 5px -2px #c7c5c7;box-shadow:-3px -3px 5px -2px #c7c5c7}#onetrust-pc-sdk .ot-fltr-btns{margin-left:15px}#onetrust-pc-sdk #filter-apply-handler{margin-right:15px}#onetrust-pc-sdk .ot-fltr-opt{margin-bottom:25px;margin-left:15px;width:75%;position:relative}#onetrust-pc-sdk .ot-fltr-opt p{display:inline-block;margin:0;font-size:.9em;color:#2e3644}#onetrust-pc-sdk .ot-chkbox label span{font-size:.85em;color:dimgray}#onetrust-pc-sdk .ot-chkbox input[type=checkbox]+label::after{content:none;color:#fff}#onetrust-pc-sdk .ot-chkbox input[type=checkbox]:checked+label::after{content:\"\"}#onetrust-pc-sdk .ot-chkbox input[type=checkbox]:focus+label::before{outline-style:solid;outline-width:2px;outline-style:auto}#onetrust-pc-sdk #ot-selall-vencntr,#onetrust-pc-sdk #ot-selall-adtlvencntr,#onetrust-pc-sdk #ot-selall-hostcntr,#onetrust-pc-sdk #ot-selall-licntr,#onetrust-pc-sdk #ot-selall-gnvencntr{right:15px;position:relative;width:20px;height:20px;float:right}#onetrust-pc-sdk #ot-selall-vencntr label,#onetrust-pc-sdk #ot-selall-adtlvencntr label,#onetrust-pc-sdk #ot-selall-hostcntr label,#onetrust-pc-sdk #ot-selall-licntr label,#onetrust-pc-sdk #ot-selall-gnvencntr label{float:left;padding-left:0}#onetrust-pc-sdk #ot-ven-lst:first-child{border-top:1px solid #e2e2e2}#onetrust-pc-sdk ul{list-style:none;padding:0}#onetrust-pc-sdk ul li{position:relative;margin:0;padding:15px 15px 15px 10px;border-bottom:1px solid #e2e2e2}#onetrust-pc-sdk ul li h3{font-size:.75em;color:#656565;margin:0;display:inline-block;width:70%;height:auto;word-break:break-word;word-wrap:break-word}#onetrust-pc-sdk ul li p{margin:0;font-size:.7em}#onetrust-pc-sdk ul li input[type=checkbox]{position:absolute;cursor:pointer;width:100%;height:100%;opacity:0;margin:0;top:0;left:0}#onetrust-pc-sdk .ot-cat-item>button:focus,#onetrust-pc-sdk .ot-acc-cntr>button:focus,#onetrust-pc-sdk li>button:focus{outline:#000 solid 2px}#onetrust-pc-sdk .ot-cat-item>button,#onetrust-pc-sdk .ot-acc-cntr>button,#onetrust-pc-sdk li>button{position:absolute;cursor:pointer;width:100%;height:100%;margin:0;top:0;left:0;z-index:1;max-width:none;border:none}#onetrust-pc-sdk .ot-cat-item>button[aria-expanded=false]~.ot-acc-txt,#onetrust-pc-sdk .ot-acc-cntr>button[aria-expanded=false]~.ot-acc-txt,#onetrust-pc-sdk li>button[aria-expanded=false]~.ot-acc-txt{margin-top:0;max-height:0;opacity:0;overflow:hidden;width:100%;transition:.25s ease-out;display:none}#onetrust-pc-sdk .ot-cat-item>button[aria-expanded=true]~.ot-acc-txt,#onetrust-pc-sdk .ot-acc-cntr>button[aria-expanded=true]~.ot-acc-txt,#onetrust-pc-sdk li>button[aria-expanded=true]~.ot-acc-txt{transition:.1s ease-in;margin-top:10px;width:100%;overflow:auto;display:block}#onetrust-pc-sdk .ot-cat-item>button[aria-expanded=true]~.ot-acc-grpcntr,#onetrust-pc-sdk .ot-acc-cntr>button[aria-expanded=true]~.ot-acc-grpcntr,#onetrust-pc-sdk li>button[aria-expanded=true]~.ot-acc-grpcntr{width:auto;margin-top:0px;padding-bottom:10px}#onetrust-pc-sdk .ot-host-item>button:focus,#onetrust-pc-sdk .ot-ven-item>button:focus{outline:0;border:2px solid #000}#onetrust-pc-sdk .ot-hide-acc>button{pointer-events:none}#onetrust-pc-sdk .ot-hide-acc .ot-plus-minus>*,#onetrust-pc-sdk .ot-hide-acc .ot-arw-cntr>*{visibility:hidden}#onetrust-pc-sdk .ot-hide-acc .ot-acc-hdr{min-height:30px}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt){padding-right:10px;width:calc(100% - 37px);margin-top:10px;max-height:calc(100% - 90px)}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) #ot-sel-blk{background-color:#f9f9fc;border:1px solid #e2e2e2;width:calc(100% - 2px);padding-bottom:5px;padding-top:5px}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) #ot-sel-blk.ot-vnd-list-cnt{border:unset;background-color:unset}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) #ot-sel-blk.ot-vnd-list-cnt .ot-sel-all-hdr{display:none}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) #ot-sel-blk.ot-vnd-list-cnt .ot-sel-all{padding-right:.5rem}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) #ot-sel-blk.ot-vnd-list-cnt .ot-sel-all .ot-chkbox{right:0}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) .ot-sel-all{padding-right:34px}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) .ot-sel-all-chkbox{width:auto}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) ul li{border:1px solid #e2e2e2;margin-bottom:10px}#onetrust-pc-sdk.ot-addtl-vendors #ot-lst-cnt:not(.ot-host-cnt) .ot-acc-cntr>.ot-acc-hdr{padding:10px 0 10px 15px}#onetrust-pc-sdk.ot-addtl-vendors .ot-sel-all-chkbox{float:right}#onetrust-pc-sdk.ot-addtl-vendors .ot-plus-minus~.ot-sel-all-chkbox{right:34px}#onetrust-pc-sdk.ot-addtl-vendors #ot-ven-lst:first-child{border-top:none}#onetrust-pc-sdk .ot-acc-cntr{position:relative;border-left:1px solid #e2e2e2;border-right:1px solid #e2e2e2;border-bottom:1px solid #e2e2e2}#onetrust-pc-sdk .ot-acc-cntr input{z-index:1}#onetrust-pc-sdk .ot-acc-cntr>.ot-acc-hdr{background-color:#f9f9fc;padding:5px 0 5px 15px;width:auto}#onetrust-pc-sdk .ot-acc-cntr>.ot-acc-hdr .ot-plus-minus{vertical-align:middle;top:auto}#onetrust-pc-sdk .ot-acc-cntr>.ot-acc-hdr .ot-arw-cntr{right:10px}#onetrust-pc-sdk .ot-acc-cntr>.ot-acc-hdr input{z-index:2}#onetrust-pc-sdk .ot-acc-cntr.ot-add-tech .ot-acc-hdr{padding:10px 0 10px 15px}#onetrust-pc-sdk .ot-acc-cntr>input[type=checkbox]:checked~.ot-acc-hdr{border-bottom:1px solid #e2e2e2}#onetrust-pc-sdk .ot-acc-cntr>.ot-acc-txt{padding-left:10px;padding-right:10px}#onetrust-pc-sdk .ot-acc-cntr button[aria-expanded=true]~.ot-acc-txt{width:auto}#onetrust-pc-sdk .ot-acc-cntr .ot-addtl-venbox{display:none}#onetrust-pc-sdk .ot-vlst-cntr{margin-bottom:0;width:100%}#onetrust-pc-sdk .ot-vensec-title{font-size:.813em;vertical-align:middle;display:inline-block}#onetrust-pc-sdk .category-vendors-list-handler,#onetrust-pc-sdk .category-vendors-list-handler+a{margin-left:0;margin-top:10px}#onetrust-pc-sdk #ot-selall-vencntr.line-through label::after,#onetrust-pc-sdk #ot-selall-adtlvencntr.line-through label::after,#onetrust-pc-sdk #ot-selall-licntr.line-through label::after,#onetrust-pc-sdk #ot-selall-hostcntr.line-through label::after,#onetrust-pc-sdk #ot-selall-gnvencntr.line-through label::after{height:auto;border-left:0;transform:none;-o-transform:none;-ms-transform:none;-webkit-transform:none;left:5px;top:9px}#onetrust-pc-sdk #ot-category-title{float:left;padding-bottom:10px;font-size:1em;width:100%}#onetrust-pc-sdk .ot-cat-grp{margin-top:10px}#onetrust-pc-sdk .ot-cat-item{line-height:1.1;margin-top:10px;display:inline-block;width:100%}#onetrust-pc-sdk .ot-btn-container{text-align:right}#onetrust-pc-sdk .ot-btn-container button{display:inline-block;font-size:.75em;letter-spacing:.08em;margin-top:19px}#onetrust-pc-sdk #close-pc-btn-handler.ot-close-icon{position:absolute;top:10px;right:0;z-index:1;padding:0;background-color:rgba(0,0,0,0);border:none}#onetrust-pc-sdk #close-pc-btn-handler.ot-close-icon svg{display:block;height:10px;width:10px}#onetrust-pc-sdk #clear-filters-handler{margin-top:20px;margin-bottom:10px;float:right;max-width:200px;text-decoration:none;color:#3860be;font-size:.9em;font-weight:bold;background-color:rgba(0,0,0,0);border-color:rgba(0,0,0,0);padding:1px}#onetrust-pc-sdk #clear-filters-handler:hover{color:#2285f7}#onetrust-pc-sdk #clear-filters-handler:focus{outline:#000 solid 1px}#onetrust-pc-sdk .ot-enbl-chr h4~.ot-tgl,#onetrust-pc-sdk .ot-enbl-chr h4~.ot-always-active{right:45px}#onetrust-pc-sdk .ot-enbl-chr h4~.ot-tgl+.ot-tgl{right:120px}#onetrust-pc-sdk .ot-enbl-chr .ot-pli-hdr.ot-leg-border-color span:first-child{width:90px}#onetrust-pc-sdk .ot-enbl-chr li.ot-subgrp>h5+.ot-tgl-cntr{padding-right:25px}#onetrust-pc-sdk .ot-plus-minus{width:20px;height:20px;font-size:1.5em;position:relative;display:inline-block;margin-right:5px;top:3px}#onetrust-pc-sdk .ot-plus-minus span{position:absolute;background:#27455c;border-radius:1px}#onetrust-pc-sdk .ot-plus-minus span:first-of-type{top:25%;bottom:25%;width:10%;left:45%}#onetrust-pc-sdk .ot-plus-minus span:last-of-type{left:25%;right:25%;height:10%;top:45%}#onetrust-pc-sdk button[aria-expanded=true]~.ot-acc-hdr .ot-arw,#onetrust-pc-sdk button[aria-expanded=true]~.ot-acc-hdr .ot-plus-minus span:first-of-type,#onetrust-pc-sdk button[aria-expanded=true]~.ot-acc-hdr .ot-plus-minus span:last-of-type{transform:rotate(90deg)}#onetrust-pc-sdk button[aria-expanded=true]~.ot-acc-hdr .ot-plus-minus span:last-of-type{left:50%;right:50%}#onetrust-pc-sdk #ot-selall-vencntr label,#onetrust-pc-sdk #ot-selall-adtlvencntr label,#onetrust-pc-sdk #ot-selall-hostcntr label,#onetrust-pc-sdk #ot-selall-licntr label{position:relative;display:inline-block;width:20px;height:20px}#onetrust-pc-sdk .ot-host-item .ot-plus-minus,#onetrust-pc-sdk .ot-ven-item .ot-plus-minus{float:left;margin-right:8px;top:10px}#onetrust-pc-sdk .ot-ven-item ul{list-style:none inside;font-size:100%;margin:0}#onetrust-pc-sdk .ot-ven-item ul li{margin:0 !important;padding:0;border:none !important}#onetrust-pc-sdk .ot-pli-hdr{color:#77808e;overflow:hidden;padding-top:7.5px;padding-bottom:7.5px;width:calc(100% - 2px);border-top-left-radius:3px;border-top-right-radius:3px}#onetrust-pc-sdk .ot-pli-hdr span:first-child{top:50%;transform:translateY(50%);max-width:90px}#onetrust-pc-sdk .ot-pli-hdr span:last-child{padding-right:10px;max-width:95px;text-align:center}#onetrust-pc-sdk .ot-li-title{float:right;font-size:.813em}#onetrust-pc-sdk .ot-pli-hdr.ot-leg-border-color{background-color:#f4f4f4;border:1px solid #d8d8d8}#onetrust-pc-sdk .ot-pli-hdr.ot-leg-border-color span:first-child{text-align:left;width:70px}#onetrust-pc-sdk li.ot-subgrp>h5,#onetrust-pc-sdk .ot-cat-header{width:calc(100% - 130px)}#onetrust-pc-sdk li.ot-subgrp>h5+.ot-tgl-cntr{padding-left:13px}#onetrust-pc-sdk .ot-acc-grpcntr .ot-acc-grpdesc{margin-bottom:5px}#onetrust-pc-sdk .ot-acc-grpcntr .ot-subgrp-cntr{border-top:1px solid #d8d8d8}#onetrust-pc-sdk .ot-acc-grpcntr .ot-vlst-cntr+.ot-subgrp-cntr{border-top:none}#onetrust-pc-sdk .ot-acc-hdr .ot-arw-cntr+.ot-tgl-cntr,#onetrust-pc-sdk .ot-acc-txt h4+.ot-tgl-cntr{padding-left:13px}#onetrust-pc-sdk .ot-pli-hdr~.ot-cat-item .ot-subgrp>h5,#onetrust-pc-sdk .ot-pli-hdr~.ot-cat-item .ot-cat-header{width:calc(100% - 145px)}#onetrust-pc-sdk .ot-pli-hdr~.ot-cat-item h5+.ot-tgl-cntr,#onetrust-pc-sdk .ot-pli-hdr~.ot-cat-item .ot-cat-header+.ot-tgl{padding-left:28px}#onetrust-pc-sdk .ot-sel-all-hdr,#onetrust-pc-sdk .ot-sel-all-chkbox{display:inline-block;width:100%;position:relative}#onetrust-pc-sdk .ot-sel-all-chkbox{z-index:1}#onetrust-pc-sdk .ot-sel-all{margin:0;position:relative;padding-right:23px;float:right}#onetrust-pc-sdk .ot-consent-hdr,#onetrust-pc-sdk .ot-li-hdr{float:right;font-size:.812em;line-height:normal;text-align:center;word-break:break-word;word-wrap:break-word}#onetrust-pc-sdk .ot-li-hdr{max-width:100px;padding-right:10px}#onetrust-pc-sdk .ot-consent-hdr{max-width:55px}#onetrust-pc-sdk #ot-selall-licntr{display:block;width:21px;height:auto;float:right;position:relative;right:80px}#onetrust-pc-sdk #ot-selall-licntr label{position:absolute}#onetrust-pc-sdk .ot-ven-ctgl{margin-left:66px}#onetrust-pc-sdk .ot-ven-litgl+.ot-arw-cntr{margin-left:81px}#onetrust-pc-sdk .ot-enbl-chr .ot-host-cnt .ot-tgl-cntr{width:auto}#onetrust-pc-sdk #ot-lst-cnt:not(.ot-host-cnt) .ot-tgl-cntr{width:auto;top:auto;height:20px}#onetrust-pc-sdk #ot-lst-cnt .ot-chkbox{position:relative;display:inline-block;width:20px;height:20px}#onetrust-pc-sdk #ot-lst-cnt .ot-chkbox label{position:absolute;padding:0;width:20px;height:20px}#onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info-cntr{border:1px solid #d8d8d8;padding:.75rem 2rem;padding-bottom:0;width:auto;margin-top:.5rem}#onetrust-pc-sdk .ot-acc-grpdesc+.ot-leg-btn-container{padding-left:20px;padding-right:20px;width:calc(100% - 40px);margin-bottom:5px}#onetrust-pc-sdk .ot-subgrp .ot-leg-btn-container{margin-bottom:5px}#onetrust-pc-sdk #ot-ven-lst .ot-leg-btn-container{margin-top:10px}#onetrust-pc-sdk .ot-leg-btn-container{display:inline-block;width:100%;margin-bottom:10px}#onetrust-pc-sdk .ot-leg-btn-container button{height:auto;padding:6.5px 8px;margin-bottom:0;letter-spacing:0;font-size:.75em;line-height:normal}#onetrust-pc-sdk .ot-leg-btn-container svg{display:none;height:14px;width:14px;padding-right:5px;vertical-align:sub}#onetrust-pc-sdk .ot-active-leg-btn{cursor:default;pointer-events:none}#onetrust-pc-sdk .ot-active-leg-btn svg{display:inline-block}#onetrust-pc-sdk .ot-remove-objection-handler{text-decoration:underline;padding:0;font-size:.75em;font-weight:600;line-height:1;padding-left:10px}#onetrust-pc-sdk .ot-obj-leg-btn-handler span{font-weight:bold;text-align:center;font-size:inherit;line-height:1.5}#onetrust-pc-sdk.ot-close-btn-link #close-pc-btn-handler{border:none;height:auto;line-height:1.5;text-decoration:underline;font-size:.69em;background:none;right:15px;top:15px;width:auto;font-weight:normal}#onetrust-pc-sdk .ot-pgph-link{font-size:.813em !important;margin-top:5px;position:relative}#onetrust-pc-sdk .ot-pgph-link.ot-pgph-link-subgroup{margin-bottom:1rem}#onetrust-pc-sdk .ot-pgph-contr{margin:0 2.5rem}#onetrust-pc-sdk .ot-pgph-title{font-size:1.18rem;margin-bottom:2rem}#onetrust-pc-sdk .ot-pgph-desc{font-size:1rem;font-weight:400;margin-bottom:2rem;line-height:1.5rem}#onetrust-pc-sdk .ot-pgph-desc:not(:last-child):after{content:\"\";width:96%;display:block;margin:0 auto;padding-bottom:2rem;border-bottom:1px solid #e9e9e9}#onetrust-pc-sdk .ot-cat-header{float:left;font-weight:600;font-size:.875em;line-height:1.5;max-width:90%;vertical-align:middle}#onetrust-pc-sdk .ot-vnd-item>button:focus{outline:#000 solid 2px}#onetrust-pc-sdk .ot-vnd-item>button{position:absolute;cursor:pointer;width:100%;height:100%;margin:0;top:0;left:0;z-index:1;max-width:none;border:none}#onetrust-pc-sdk .ot-vnd-item>button[aria-expanded=false]~.ot-acc-txt{margin-top:0;max-height:0;opacity:0;overflow:hidden;width:100%;transition:.25s ease-out;display:none}#onetrust-pc-sdk .ot-vnd-item>button[aria-expanded=true]~.ot-acc-txt{transition:.1s ease-in;margin-top:10px;width:100%;overflow:auto;display:block}#onetrust-pc-sdk .ot-vnd-item>button[aria-expanded=true]~.ot-acc-grpcntr{width:auto;margin-top:0px;padding-bottom:10px}#onetrust-pc-sdk .ot-accordion-layout.ot-cat-item{position:relative;border-radius:2px;margin:0;padding:0;border:1px solid #d8d8d8;border-top:none;width:calc(100% - 2px);float:left}#onetrust-pc-sdk .ot-accordion-layout.ot-cat-item:first-of-type{margin-top:10px;border-top:1px solid #d8d8d8}#onetrust-pc-sdk .ot-accordion-layout .ot-acc-grpdesc{padding-left:20px;padding-right:20px;width:calc(100% - 40px);font-size:.812em;margin-bottom:10px;margin-top:15px}#onetrust-pc-sdk .ot-accordion-layout .ot-acc-grpdesc>ul{padding-top:10px}#onetrust-pc-sdk .ot-accordion-layout .ot-acc-grpdesc>ul li{padding-top:0;line-height:1.5;padding-bottom:10px}#onetrust-pc-sdk .ot-accordion-layout div+.ot-acc-grpdesc{margin-top:5px}#onetrust-pc-sdk .ot-accordion-layout .ot-vlst-cntr:first-child{margin-top:10px}#onetrust-pc-sdk .ot-accordion-layout .ot-vlst-cntr:last-child,#onetrust-pc-sdk .ot-accordion-layout .ot-hlst-cntr:last-child{margin-bottom:5px}#onetrust-pc-sdk .ot-accordion-layout .ot-acc-hdr{padding-top:11.5px;padding-bottom:11.5px;padding-left:20px;padding-right:20px;width:calc(100% - 40px);display:inline-block}#onetrust-pc-sdk .ot-accordion-layout .ot-acc-txt{width:100%;padding:0}#onetrust-pc-sdk .ot-accordion-layout .ot-subgrp-cntr{padding-left:20px;padding-right:15px;padding-bottom:0;width:calc(100% - 35px)}#onetrust-pc-sdk .ot-accordion-layout .ot-subgrp{padding-right:5px}#onetrust-pc-sdk .ot-accordion-layout .ot-acc-grpcntr{z-index:1;position:relative}#onetrust-pc-sdk .ot-accordion-layout .ot-cat-header+.ot-arw-cntr{position:absolute;top:50%;transform:translateY(-50%);right:20px;margin-top:-2px}#onetrust-pc-sdk .ot-accordion-layout .ot-cat-header+.ot-arw-cntr .ot-arw{width:15px;height:20px;margin-left:5px;color:dimgray}#onetrust-pc-sdk .ot-accordion-layout .ot-cat-header{float:none;color:#2e3644;margin:0;display:inline-block;height:auto;word-wrap:break-word;min-height:inherit}#onetrust-pc-sdk .ot-accordion-layout .ot-vlst-cntr,#onetrust-pc-sdk .ot-accordion-layout .ot-hlst-cntr{padding-left:20px;width:calc(100% - 20px);display:inline-block;margin-top:0;padding-bottom:2px}#onetrust-pc-sdk .ot-accordion-layout .ot-acc-hdr{position:relative;min-height:25px}#onetrust-pc-sdk .ot-accordion-layout h4~.ot-tgl,#onetrust-pc-sdk .ot-accordion-layout h4~.ot-always-active{position:absolute;top:50%;transform:translateY(-50%);right:20px}#onetrust-pc-sdk .ot-accordion-layout h4~.ot-tgl+.ot-tgl{right:95px}#onetrust-pc-sdk .ot-accordion-layout .category-vendors-list-handler,#onetrust-pc-sdk .ot-accordion-layout .category-vendors-list-handler+a{margin-top:5px}#onetrust-pc-sdk #ot-lst-cnt{margin-top:1rem;max-height:calc(100% - 96px)}#onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info-cntr{border:1px solid #d8d8d8;padding:.75rem 2rem;padding-bottom:0;width:auto;margin-top:.5rem}#onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info{margin-bottom:1rem;padding-left:.75rem;padding-right:.75rem;display:flex;flex-direction:column}#onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info[data-vnd-info-key*=DPOEmail]{border-top:1px solid #d8d8d8;padding-top:1rem}#onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info[data-vnd-info-key*=DPOLink]{border-bottom:1px solid #d8d8d8;padding-bottom:1rem}#onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info .ot-vnd-lbl{font-weight:bold;font-size:.85em;margin-bottom:.5rem}#onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info .ot-vnd-cnt{margin-left:.5rem;font-weight:500;font-size:.85rem}#onetrust-pc-sdk .ot-vs-list,#onetrust-pc-sdk .ot-vnd-serv{width:auto;padding:1rem 1.25rem;padding-bottom:0}#onetrust-pc-sdk .ot-vs-list .ot-vnd-serv-hdr-cntr,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-serv-hdr-cntr{padding-bottom:.75rem;border-bottom:1px solid #d8d8d8}#onetrust-pc-sdk .ot-vs-list .ot-vnd-serv-hdr-cntr .ot-vnd-serv-hdr,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-serv-hdr-cntr .ot-vnd-serv-hdr{font-weight:600;font-size:.95em;line-height:2;margin-left:.5rem}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item{border:none;margin:0;padding:0}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item button,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item button{outline:none;border-bottom:1px solid #d8d8d8}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item button[aria-expanded=true],#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item button[aria-expanded=true]{border-bottom:none}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item:first-child,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item:first-child{margin-top:.25rem;border-top:unset}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item:last-child,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item:last-child{margin-bottom:.5rem}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item:last-child button,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item:last-child button{border-bottom:none}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-vnd-info-cntr,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-vnd-info-cntr{border:1px solid #d8d8d8;padding:.75rem 1.75rem;padding-bottom:0;width:auto;margin-top:.5rem}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-vnd-info,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-vnd-info{margin-bottom:1rem;padding-left:.75rem;padding-right:.75rem;display:flex;flex-direction:column}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-vnd-info[data-vnd-info-key*=DPOEmail],#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-vnd-info[data-vnd-info-key*=DPOEmail]{border-top:1px solid #d8d8d8;padding-top:1rem}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-vnd-info[data-vnd-info-key*=DPOLink],#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-vnd-info[data-vnd-info-key*=DPOLink]{border-bottom:1px solid #d8d8d8;padding-bottom:1rem}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-vnd-info .ot-vnd-lbl,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-vnd-info .ot-vnd-lbl{font-weight:bold;font-size:.85em;margin-bottom:.5rem}#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-vnd-info .ot-vnd-cnt,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-vnd-info .ot-vnd-cnt{margin-left:.5rem;font-weight:500;font-size:.85rem}#onetrust-pc-sdk .ot-vs-list.ot-vnd-subgrp-cnt,#onetrust-pc-sdk .ot-vnd-serv.ot-vnd-subgrp-cnt{padding-left:40px}#onetrust-pc-sdk .ot-vs-list.ot-vnd-subgrp-cnt .ot-vnd-serv-hdr-cntr .ot-vnd-serv-hdr,#onetrust-pc-sdk .ot-vnd-serv.ot-vnd-subgrp-cnt .ot-vnd-serv-hdr-cntr .ot-vnd-serv-hdr{font-size:.8em}#onetrust-pc-sdk .ot-vs-list.ot-vnd-subgrp-cnt .ot-cat-header,#onetrust-pc-sdk .ot-vnd-serv.ot-vnd-subgrp-cnt .ot-cat-header{font-size:.8em}#onetrust-pc-sdk .ot-subgrp-cntr .ot-vnd-serv{margin-bottom:1rem;padding:1rem .95rem}#onetrust-pc-sdk .ot-subgrp-cntr .ot-vnd-serv .ot-vnd-serv-hdr-cntr{padding-bottom:.75rem;border-bottom:1px solid #d8d8d8}#onetrust-pc-sdk .ot-subgrp-cntr .ot-vnd-serv .ot-vnd-serv-hdr-cntr .ot-vnd-serv-hdr{font-weight:700;font-size:.8em;line-height:20px;margin-left:.82rem}#onetrust-pc-sdk .ot-subgrp-cntr .ot-cat-header{font-weight:700;font-size:.8em;line-height:20px}#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-vnd-serv .ot-vnd-lst-cont .ot-accordion-layout .ot-acc-hdr div.ot-chkbox{margin-left:.82rem}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr{padding:.7rem 0;margin:0;display:flex;width:100%;align-items:center;justify-content:space-between}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr div:first-child,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr div:first-child,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr div:first-child,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr div:first-child,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr div:first-child,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr div:first-child,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr div:first-child{margin-left:.5rem}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr div:last-child,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr div:last-child,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr div:last-child,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr div:last-child,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr div:last-child,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr div:last-child,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr div:last-child{margin-right:.5rem;margin-left:.5rem}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-always-active,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-always-active,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-always-active,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-always-active,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-always-active,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-always-active,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-always-active{position:relative;right:unset;top:unset;transform:unset}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-plus-minus,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-plus-minus,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-plus-minus,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-plus-minus,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-plus-minus,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-plus-minus,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-plus-minus{top:0}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-arw-cntr,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-arw-cntr,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-arw-cntr,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-arw-cntr,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-arw-cntr,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-arw-cntr,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-arw-cntr{float:none;top:unset;right:unset;transform:unset;margin-top:-2px;position:relative}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-cat-header,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-cat-header,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-cat-header,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-cat-header,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-cat-header,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-cat-header,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-cat-header{flex:1;margin:0 .5rem}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-tgl,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-tgl,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-tgl,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-tgl,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-tgl,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-tgl,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-tgl{position:relative;transform:none;right:0;top:0;float:none}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-chkbox,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-chkbox,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-chkbox,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-chkbox,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-chkbox{position:relative;margin:0 .5rem}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-chkbox label,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-chkbox label,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-chkbox label,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox label,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-chkbox label,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox label,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-chkbox label{padding:0}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-chkbox label::before,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-chkbox label::before,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-chkbox label::before,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox label::before,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-chkbox label::before,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox label::before,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-chkbox label::before{position:relative}#onetrust-pc-sdk .ot-vs-config .ot-acc-hdr .ot-chkbox input,#onetrust-pc-sdk ul.ot-subgrps .ot-acc-hdr .ot-chkbox input,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps .ot-acc-hdr .ot-chkbox input,#onetrust-pc-sdk .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox input,#onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-acc-hdr .ot-chkbox input,#onetrust-pc-sdk #ot-pc-lst .ot-vs-list .ot-vnd-item .ot-acc-hdr .ot-chkbox input,#onetrust-pc-sdk .ot-accordion-layout.ot-checkbox-consent .ot-acc-hdr .ot-chkbox input{position:absolute;cursor:pointer;width:100%;height:100%;opacity:0;margin:0;top:0;left:0;z-index:1}#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps li.ot-subgrp .ot-acc-hdr h5.ot-cat-header,#onetrust-pc-sdk .ot-subgrp-cntr ul.ot-subgrps li.ot-subgrp .ot-acc-hdr h4.ot-cat-header{margin:0}#onetrust-pc-sdk .ot-vs-config .ot-subgrp-cntr ul.ot-subgrps li.ot-subgrp h5{top:0;line-height:20px}#onetrust-pc-sdk .ot-vs-list{display:flex;flex-direction:column;padding:0;margin:.5rem 4px}#onetrust-pc-sdk .ot-vs-selc-all{display:flex;padding:0;float:unset;align-items:center;justify-content:flex-start}#onetrust-pc-sdk .ot-vs-selc-all.ot-toggle-conf{justify-content:flex-end}#onetrust-pc-sdk .ot-vs-selc-all.ot-toggle-conf.ot-caret-conf .ot-sel-all-chkbox{margin-right:48px}#onetrust-pc-sdk .ot-vs-selc-all.ot-toggle-conf .ot-sel-all-chkbox{margin:0;padding:0;margin-right:14px;justify-content:flex-end}#onetrust-pc-sdk .ot-vs-selc-all.ot-toggle-conf #ot-selall-vencntr.ot-chkbox,#onetrust-pc-sdk .ot-vs-selc-all.ot-toggle-conf #ot-selall-vencntr.ot-tgl{display:inline-block;right:unset;width:auto;height:auto;float:none}#onetrust-pc-sdk .ot-vs-selc-all.ot-toggle-conf #ot-selall-vencntr label{width:45px;height:25px}#onetrust-pc-sdk .ot-vs-selc-all .ot-sel-all-chkbox{margin-right:11px;margin-left:.75rem;display:flex;align-items:center}#onetrust-pc-sdk .ot-vs-selc-all .sel-all-hdr{margin:0 1.25rem;font-size:.812em;line-height:normal;text-align:center;word-break:break-word;word-wrap:break-word}#onetrust-pc-sdk .ot-vnd-list-cnt #ot-selall-vencntr.ot-chkbox{float:unset;right:0}#onetrust-pc-sdk[dir=rtl] #ot-back-arw,#onetrust-pc-sdk[dir=rtl] input~.ot-acc-hdr .ot-arw{transform:rotate(180deg);-o-transform:rotate(180deg);-ms-transform:rotate(180deg);-webkit-transform:rotate(180deg)}#onetrust-pc-sdk[dir=rtl] input:checked~.ot-acc-hdr .ot-arw{transform:rotate(270deg);-o-transform:rotate(270deg);-ms-transform:rotate(270deg);-webkit-transform:rotate(270deg)}#onetrust-pc-sdk[dir=rtl] .ot-chkbox label::after{transform:rotate(45deg);-webkit-transform:rotate(45deg);-o-transform:rotate(45deg);-ms-transform:rotate(45deg);border-left:0;border-right:3px solid}#onetrust-pc-sdk[dir=rtl] .ot-search-cntr>svg{right:0}@media only screen and (max-width: 600px){#onetrust-pc-sdk.otPcCenter{left:0;min-width:100%;height:100%;top:0;border-radius:0}#onetrust-pc-sdk #ot-pc-content,#onetrust-pc-sdk.ot-ftr-stacked .ot-btn-container{margin:1px 3px 0 10px;padding-right:10px;width:calc(100% - 23px)}#onetrust-pc-sdk .ot-btn-container button{max-width:none;letter-spacing:.01em}#onetrust-pc-sdk #close-pc-btn-handler{top:10px;right:17px}#onetrust-pc-sdk p{font-size:.7em}#onetrust-pc-sdk #ot-pc-hdr{margin:10px 10px 0 5px;width:calc(100% - 15px)}#onetrust-pc-sdk .vendor-search-handler{font-size:1em}#onetrust-pc-sdk #ot-back-arw{margin-left:12px}#onetrust-pc-sdk #ot-lst-cnt{margin:0;padding:0 5px 0 10px;min-width:95%}#onetrust-pc-sdk .switch+p{max-width:80%}#onetrust-pc-sdk .ot-ftr-stacked button{width:100%}#onetrust-pc-sdk #ot-fltr-cnt{max-width:320px;width:90%;border-top-right-radius:0;border-bottom-right-radius:0;margin:0;margin-left:15px;left:auto;right:40px;top:85px}#onetrust-pc-sdk .ot-fltr-opt{margin-left:25px;margin-bottom:10px}#onetrust-pc-sdk .ot-pc-refuse-all-handler{margin-bottom:0}#onetrust-pc-sdk #ot-fltr-cnt{right:40px}}@media only screen and (max-width: 476px){#onetrust-pc-sdk .ot-fltr-cntr,#onetrust-pc-sdk #ot-fltr-cnt{right:10px}#onetrust-pc-sdk #ot-anchor{right:25px}#onetrust-pc-sdk button{width:100%}#onetrust-pc-sdk:not(.ot-addtl-vendors) #ot-pc-lst:not(.ot-enbl-chr) .ot-sel-all{padding-right:9px}#onetrust-pc-sdk:not(.ot-addtl-vendors) #ot-pc-lst:not(.ot-enbl-chr) .ot-tgl-cntr{right:0}}@media only screen and (max-width: 896px)and (max-height: 425px)and (orientation: landscape){#onetrust-pc-sdk.otPcCenter{left:0;top:0;min-width:100%;height:100%;border-radius:0}#onetrust-pc-sdk .ot-pc-header{height:auto;min-height:20px}#onetrust-pc-sdk .ot-pc-header .ot-pc-logo{max-height:30px}#onetrust-pc-sdk .ot-pc-footer{max-height:60px;overflow-y:auto}#onetrust-pc-sdk #ot-pc-content,#onetrust-pc-sdk #ot-pc-lst{bottom:70px}#onetrust-pc-sdk.ot-ftr-stacked #ot-pc-content{bottom:70px}#onetrust-pc-sdk #ot-anchor{left:initial;right:50px}#onetrust-pc-sdk #ot-lst-title{margin-top:12px}#onetrust-pc-sdk #ot-lst-title *{font-size:inherit}#onetrust-pc-sdk #ot-pc-hdr input{margin-right:0;padding-right:45px}#onetrust-pc-sdk .switch+p{max-width:85%}#onetrust-pc-sdk #ot-sel-blk{position:static}#onetrust-pc-sdk #ot-pc-lst{overflow:auto}#onetrust-pc-sdk #ot-lst-cnt{max-height:none;overflow:initial}#onetrust-pc-sdk #ot-lst-cnt.no-results{height:auto}#onetrust-pc-sdk input{font-size:1em !important}#onetrust-pc-sdk p{font-size:.6em}#onetrust-pc-sdk #ot-fltr-modal{width:100%;top:0}#onetrust-pc-sdk ul li p,#onetrust-pc-sdk .category-vendors-list-handler,#onetrust-pc-sdk .category-vendors-list-handler+a,#onetrust-pc-sdk .category-host-list-handler{font-size:.6em}#onetrust-pc-sdk.ot-shw-fltr #ot-anchor{display:none !important}#onetrust-pc-sdk.ot-shw-fltr #ot-pc-lst{height:100% !important;overflow:hidden;top:0px}#onetrust-pc-sdk.ot-shw-fltr #ot-fltr-cnt{margin:0;height:100%;max-height:none;padding:10px;top:0;width:calc(100% - 20px);position:absolute;right:0;left:0;max-width:none}#onetrust-pc-sdk.ot-shw-fltr .ot-fltr-scrlcnt{max-height:calc(100% - 65px)}}\\n            #onetrust-consent-sdk #onetrust-pc-sdk,\\n                #onetrust-consent-sdk #ot-search-cntr,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-switch.ot-toggle,\\n                #onetrust-consent-sdk #onetrust-pc-sdk ot-grp-hdr1 .checkbox,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-title:after\\n                ,#onetrust-consent-sdk #onetrust-pc-sdk #ot-sel-blk,\\n                        #onetrust-consent-sdk #onetrust-pc-sdk #ot-fltr-cnt,\\n                        #onetrust-consent-sdk #onetrust-pc-sdk #ot-anchor {\\n                    background-color: #FFFFFF;\\n                }\\n               \\n            #onetrust-consent-sdk #onetrust-pc-sdk h3,\\n                #onetrust-consent-sdk #onetrust-pc-sdk h4,\\n                #onetrust-consent-sdk #onetrust-pc-sdk h5,\\n                #onetrust-consent-sdk #onetrust-pc-sdk h6,\\n                #onetrust-consent-sdk #onetrust-pc-sdk p,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-ven-lst .ot-ven-opts p,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-desc,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-title,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-li-title,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-sel-all-hdr span,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-host-lst .ot-host-info,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-fltr-modal #modal-header,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-checkbox label span,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-lst #ot-sel-blk p,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-lst #ot-lst-title h3,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-lst .back-btn-handler p,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-lst .ot-ven-name,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-lst #ot-ven-lst .consent-category,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-leg-btn-container .ot-inactive-leg-btn,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-label-status,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-chkbox label span,\\n                #onetrust-consent-sdk #onetrust-pc-sdk #clear-filters-handler,\\n                #onetrust-consent-sdk #onetrust-pc-sdk .ot-optout-signal\\n                {\\n                    color: #696969;\\n                }\\n             #onetrust-consent-sdk #onetrust-pc-sdk .privacy-notice-link,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .ot-pgph-link,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .category-vendors-list-handler,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .category-vendors-list-handler + a,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .category-host-list-handler,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .ot-ven-link,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .ot-ven-legclaim-link,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk #ot-host-lst .ot-host-name a,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk #ot-host-lst .ot-acc-hdr .ot-host-expand,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk #ot-host-lst .ot-host-info a,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk #ot-pc-content #ot-pc-desc .ot-link-btn,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .ot-vnd-serv .ot-vnd-item .ot-vnd-info a,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk #ot-lst-cnt .ot-vnd-info a\\n                    {\\n                        color: #3860BE;\\n                    }\\n            #onetrust-consent-sdk #onetrust-pc-sdk .category-vendors-list-handler:hover { text-decoration: underline;}\\n            \\n             #onetrust-consent-sdk #onetrust-pc-sdk #ot-host-lst .ot-host-info,\\n                    #onetrust-consent-sdk #onetrust-pc-sdk .ot-acc-txt .ot-ven-dets\\n                            {\\n                                background-color: #F8F8F8;\\n                            }\\n        #onetrust-consent-sdk #onetrust-pc-sdk\\n            button:not(#clear-filters-handler):not(.ot-close-icon):not(#filter-btn-handler):not(.ot-remove-objection-handler):not(.ot-obj-leg-btn-handler):not([aria-expanded]):not(.ot-link-btn),\\n            #onetrust-consent-sdk #onetrust-pc-sdk .ot-leg-btn-container .ot-active-leg-btn {\\n                background-color: #346E4A;border-color: #346E4A;\\n                color: #FFFFFF;\\n            }\\n            #onetrust-consent-sdk #onetrust-pc-sdk .ot-active-menu {\\n                border-color: #346E4A;\\n            }\\n            \\n            #onetrust-consent-sdk #onetrust-pc-sdk .ot-leg-btn-container .ot-remove-objection-handler{\\n                background-color: transparent;\\n                border: 1px solid transparent;\\n            }\\n            #onetrust-consent-sdk #onetrust-pc-sdk .ot-leg-btn-container .ot-inactive-leg-btn {\\n                background-color: #FFFFFF;\\n                color: #78808E; border-color: #78808E;\\n            }\\n            #onetrust-consent-sdk #onetrust-pc-sdk .ot-tgl input:focus + .ot-switch, .ot-switch .ot-switch-nob, .ot-switch .ot-switch-nob:before,\\n            #onetrust-pc-sdk .ot-checkbox input[type=\"checkbox\"]:focus + label::before,\\n            #onetrust-pc-sdk .ot-chkbox input[type=\"checkbox\"]:focus + label::before {\\n                outline-color: #000000;\\n                outline-width: 1px;\\n            }\\n            #onetrust-pc-sdk .ot-host-item > button:focus, #onetrust-pc-sdk .ot-ven-item > button:focus {\\n                border: 1px solid #000000;\\n            }\\n            #onetrust-consent-sdk #onetrust-pc-sdk *:focus,\\n            #onetrust-consent-sdk #onetrust-pc-sdk .ot-vlst-cntr > a:focus {\\n               outline: 1px solid #000000;\\n            }#onetrust-pc-sdk .ot-vlst-cntr .ot-ext-lnk,  #onetrust-pc-sdk .ot-ven-hdr .ot-ext-lnk{\\n                    background-image: url(\\'https://cdn.cookielaw.org/logos/static/ot_external_link.svg\\');\\n                }\\n            #onetrust-pc-sdk .ot-switch-nob:before {\\n    background-color: #494949;\\n    border: 1px solid #494949;\\n}\\n\\n#onetrust-pc-sdk .ot-tgl input:checked+.ot-switch .ot-switch-nob {\\n    background-color: #af9fff;\\n    border: 1px solid #b535f6;\\n}\\n\\n#onetrust-pc-sdk .ot-tgl input:checked+.ot-switch .ot-switch-nob:before {\\n    -webkit-transform: translateX(20px);\\n    -ms-transform: translateX(20px);\\n    transform: translateX(20px);\\n    background-color: #494949;\\n    border-color: #3860be;\\n}\\n\\n#onetrust-pc-sdk h2#ot-pc-title,\\n#onetrust-pc-sdk div#ot-pc-desc,\\n#onetrust-pc-sdk h3#ot-category-title,\\n#onetrust-pc-sdk .ot-pc-footer-logo {\\n  display: none;\\n}.ot-sdk-cookie-policy{font-family:inherit;font-size:16px}.ot-sdk-cookie-policy.otRelFont{font-size:1rem}.ot-sdk-cookie-policy h3,.ot-sdk-cookie-policy h4,.ot-sdk-cookie-policy h6,.ot-sdk-cookie-policy p,.ot-sdk-cookie-policy li,.ot-sdk-cookie-policy a,.ot-sdk-cookie-policy th,.ot-sdk-cookie-policy #cookie-policy-description,.ot-sdk-cookie-policy .ot-sdk-cookie-policy-group,.ot-sdk-cookie-policy #cookie-policy-title{color:dimgray}.ot-sdk-cookie-policy #cookie-policy-description{margin-bottom:1em}.ot-sdk-cookie-policy h4{font-size:1.2em}.ot-sdk-cookie-policy h6{font-size:1em;margin-top:2em}.ot-sdk-cookie-policy th{min-width:75px}.ot-sdk-cookie-policy a,.ot-sdk-cookie-policy a:hover{background:#fff}.ot-sdk-cookie-policy thead{background-color:#f6f6f4;font-weight:bold}.ot-sdk-cookie-policy .ot-mobile-border{display:none}.ot-sdk-cookie-policy section{margin-bottom:2em}.ot-sdk-cookie-policy table{border-collapse:inherit}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy{font-family:inherit;font-size:1rem}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy h3,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy h4,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy h6,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy p,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy li,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy a,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy th,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy #cookie-policy-description,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy .ot-sdk-cookie-policy-group,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy #cookie-policy-title{color:dimgray}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy #cookie-policy-description{margin-bottom:1em}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy .ot-sdk-subgroup{margin-left:1.5em}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy #cookie-policy-description,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy .ot-sdk-cookie-policy-group-desc,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy .ot-table-header,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy a,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy span,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy td{font-size:.9em}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy td span,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy td a{font-size:inherit}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy .ot-sdk-cookie-policy-group{font-size:1em;margin-bottom:.6em}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy .ot-sdk-cookie-policy-title{margin-bottom:1.2em}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy>section{margin-bottom:1em}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy th{min-width:75px}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy a,#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy a:hover{background:#fff}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy thead{background-color:#f6f6f4;font-weight:bold}#ot-sdk-cookie-policy-v2.ot-sdk-cookie-policy 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How relevant is this ad to you?\\n                                                </div>\\n                                                <div class=\"ad-feedback__answers-container\">\\n                                                        <div class=\"ad-feedback__emoji-container\">\\n                                                                <input class=\"ad-feedback__emoji-radio-input\" id=\"ad-feedback__0-bad\" name=\"ad\" type=\"radio\" value=\"1\" aria-label=\"Bad\">\\n                                                                <label for=\"ad-feedback__0-bad\" class=\"ad-feedback__emoji-base ad-feedback__emoji-bad\">\\n                                                                </label>\\n                                                        </div>\\n                                                        <div class=\"ad-feedback__emoji-container\">\\n                                                                <input class=\"ad-feedback__emoji-radio-input\" id=\"ad-feedback__0-not-good\" name=\"ad\" type=\"radio\" value=\"2\" aria-label=\"Not Good\">\\n                                                                <label for=\"ad-feedback__0-not-good\" class=\"ad-feedback__emoji-base ad-feedback__emoji-not-good\">\\n                                                                </label>\\n                                                        </div>\\n                                                        <div class=\"ad-feedback__emoji-container\">\\n                                                                <input class=\"ad-feedback__emoji-radio-input\" id=\"ad-feedback__0-okay\" name=\"ad\" type=\"radio\" value=\"3\" aria-label=\"Okay\">\\n                                                                <label for=\"ad-feedback__0-okay\" class=\"ad-feedback__emoji-base ad-feedback__emoji-okay\">\\n                                                                </label>\\n                                                        </div>\\n                                                        <div class=\"ad-feedback__emoji-container\">\\n                                                                <input class=\"ad-feedback__emoji-radio-input\" id=\"ad-feedback__0-good\" name=\"ad\" type=\"radio\" value=\"4\" aria-label=\"Good\">\\n                                                                <label for=\"ad-feedback__0-good\" class=\"ad-feedback__emoji-base ad-feedback__emoji-good\">\\n                                                                </label>\\n                                                        </div>\\n                                                        <div class=\"ad-feedback__emoji-container\">\\n                                                                <input class=\"ad-feedback__emoji-radio-input\" id=\"ad-feedback__0-great\" name=\"ad\" type=\"radio\" value=\"5\" aria-label=\"Great\">\\n                                                                <label for=\"ad-feedback__0-great\" class=\"ad-feedback__emoji-base ad-feedback__emoji-great\">\\n                                                                </label>\\n                                                        </div>\\n                                                </div>\\n                                        </div>\\n\\n                                <div class=\"ad-feedback__content-container\">\\n                                        <div class=\"ad-feedback__question-container\">\\n                                                2. Did you encounter any technical issues?\\n                                        </div>\\n                                        <div class=\"ad-feedback__technical-issues-checkbox-container\">\\n                                                <label class=\"switch\">\\n                                                        <input id=\"ad-feedback__technical-issues-checkbox\" class=\"ad-feedback__technical-issues-slider\" type=\"checkbox\" name=\"didEncounterIssues\" aria-label=\"Toggle Button\">\\n                                                        <span class=\"slider round\"></span>\\n                                                </label>\\n                                                <span class=\"ad-feedback__technical-issues-checkbox-label\">No</span>\\n                                        </div>\\n                                </div>\\n\\n                                <div class=\"ad-feedback__technical-issues-container\" style=\"display:none\">\\n                                                <div class=\"ad-feedback__content-container video_issues issues-checkboxes-container\" style=\"display: none\">\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Video player was slow to load content\\n                                                                        <input class=\"ad-feedback__checkbox__input video_issue\" type=\"checkbox\" value=\"Video player was slow to load content\" name=\"issues\">\\n                                                                        <span class=\"ad-feedback__checkmark\"></span>\\n                                                                </label>\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Video content never loaded\\n                                                                        <input class=\"ad-feedback__checkbox__input video_issue\" type=\"checkbox\" value=\"Video content never loaded\" name=\"issues\">\\n                                                                        <span class=\"ad-feedback__checkmark\"></span>\\n                                                                </label>\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Ad froze or did not finish loading\\n                                                                        <input class=\"ad-feedback__checkbox__input video_issue\" type=\"checkbox\" value=\"Ad froze or did not finish loading\" name=\"issues\">\\n                                                                        <span class=\"ad-feedback__checkmark\"></span>\\n                                                                </label>\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Video content did not start after ad\\n                                                                        <input class=\"ad-feedback__checkbox__input video_issue\" type=\"checkbox\" value=\"Video content did not start after ad\" name=\"issues\">\\n                                                                        <span class=\"ad-feedback__checkmark\"></span>\\n                                                                </label>\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Audio on ad was too loud\\n                                                                        <input class=\"ad-feedback__checkbox__input video_issue\" type=\"checkbox\" value=\"Audio on ad was too loud\" name=\"issues\">\\n                                                                        <span class=\"ad-feedback__checkmark\"></span>\\n                                                                </label>\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Other issues\\n                                                                        <input class=\"ad-feedback__checkbox__input video_issue\" type=\"checkbox\" value=\"Other issues\" name=\"issues\">\\n                                                                        <span class=\"ad-feedback__checkmark\"></span>\\n                                                                </label>\\n                                                </div>\\n                                                <div class=\"ad-feedback__content-container display_ad_issues issues-checkboxes-container\" style=\"display: none\">\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Ad never loaded\\n                                                                        <input class=\"ad-feedback__checkbox__input display_ad_issue\" type=\"checkbox\" value=\"Ad never loaded\" name=\"issues\">\\n                                                                        <span class=\"ad-feedback__checkmark\"></span>\\n                                                                </label>\\n                                                                <label class=\"ad-feedback__checkbox-container\">\\n                                                                        Ad prevented/slowed the page from loading\\n                                      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class=\"caretPosition-17NHgn cnn-pcl-o2dj3h\"><svg width=\"15\" height=\"6\" role=\"img\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 8\"><path id=\"a-caret-down\" fill=\"black\" fill-rule=\"nonzero\" d=\"M1.81 1.295C1.445.99 1.445.533 1.81.23a.999.999 0 0 1 1.27 0l7.086 5.942L17.161.23a.999.999 0 0 1 1.272 0c.363.304.363.761 0 1.066l-7.63 6.476a.999.999 0 0 1-1.272 0L1.809 1.295z\"></path></svg></div></div></div> </li><li class=\"secondary-nav__item-outer-3S6rfq cnn-pcl-zzgmc2\" data-testid=\"nav-dropdown\"><label for=\"pol-dropdown\" class=\"visually-hidden-n7xcpS cnn-pcl-o2dj3h\">select destination</label> <div class=\"dropdownWrapper-WYcXj4 cnn-pcl-o2dj3h secondaryNav-2Hh0Rs\"><select class=\"pol-dropdown-2TrxKl cnn-pcl-o2dj3h\" name=\"select\" id=\"pol-dropdown\"><option value=\"default\">Exit polls </option><option value=\"California Republican presidential primary\">California Republican presidential primary </option><option value=\"California Senate primary 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data-zjs-component_text=\"Tech\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/tech\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Tech\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/media\" aria-label=\"Business Media\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/media\" data-zjs-component_text=\"Media\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/media\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Media\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/financial-calculators\" aria-label=\"Business Calculators\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/financial-calculators\" data-zjs-component_text=\"Calculators\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/financial-calculators\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Calculators\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/videos\" aria-label=\"Business Video\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/videos\" data-zjs-component_text=\"Video\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Video\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/markets\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets\" data-zjs-component_text=\"Markets\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Markets\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/markets/premarkets\" aria-label=\"Markets Pre-markets\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets/premarkets\" data-zjs-component_text=\"Pre-markets\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets/premarkets\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Pre-markets\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/markets/after-hours\" aria-label=\"Markets After-Hours\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets/after-hours\" data-zjs-component_text=\"After-Hours\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets/after-hours\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            After-Hours\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://money.cnn.com/data/hotstocks/\" aria-label=\"Markets Market Movers\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://money.cnn.com/data/hotstocks/\" data-zjs-component_text=\"Market Movers\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://money.cnn.com/data/hotstocks/\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Market Movers\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/markets/fear-and-greed\" aria-label=\"Markets Fear &amp; Greed\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets/fear-and-greed\" data-zjs-component_text=\"Fear &amp; Greed\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets/fear-and-greed\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Fear &amp; Greed\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://money.cnn.com/data/world_markets/americas/\" aria-label=\"Markets World Markets\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://money.cnn.com/data/world_markets/americas/\" data-zjs-component_text=\"World Markets\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://money.cnn.com/data/world_markets/americas/\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            World Markets\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/investing\" aria-label=\"Markets Investing\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/investing\" data-zjs-component_text=\"Investing\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/investing\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Investing\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/investing/markets-now\" aria-label=\"Markets Markets Now\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/investing/markets-now\" data-zjs-component_text=\"Markets Now\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/investing/markets-now\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Markets Now\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/investing/before-the-bell\" aria-label=\"Markets Before the Bell\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/investing/before-the-bell\" data-zjs-component_text=\"Before the Bell\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/investing/before-the-bell\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Before the Bell\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/business/nightcap\" aria-label=\"Markets Nightcap\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/business/nightcap\" data-zjs-component_text=\"Nightcap\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/business/nightcap\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Nightcap\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/opinions\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/opinions\" data-zjs-component_text=\"Opinion\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/opinions\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Opinion\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/opinions/opinion-politics\" aria-label=\"Opinion Political Op-Eds\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/opinions/opinion-politics\" data-zjs-component_text=\"Political Op-Eds\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/opinions/opinion-politics\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Political Op-Eds\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/opinions/opinion-social-issues\" aria-label=\"Opinion Social Commentary\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/opinions/opinion-social-issues\" data-zjs-component_text=\"Social Commentary\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/opinions/opinion-social-issues\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Social Commentary\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/health\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/health\" data-zjs-component_text=\"Health\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/health\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Health\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/interactive/life-but-better/\" aria-label=\"Health Life, But Better\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/interactive/life-but-better/\" data-zjs-component_text=\"Life, But Better\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/interactive/life-but-better/\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Life, But Better\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/fitness-life-but-better\" aria-label=\"Health Fitness\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/fitness-life-but-better\" data-zjs-component_text=\"Fitness\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/fitness-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Fitness\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/food-life-but-better\" aria-label=\"Health Food\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/food-life-but-better\" data-zjs-component_text=\"Food\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/food-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Food\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/sleep-life-but-better\" aria-label=\"Health Sleep\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/sleep-life-but-better\" data-zjs-component_text=\"Sleep\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/sleep-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Sleep\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/mindfulness-life-but-better\" aria-label=\"Health Mindfulness\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/mindfulness-life-but-better\" data-zjs-component_text=\"Mindfulness\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/mindfulness-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Mindfulness\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/relationships-life-but-better\" aria-label=\"Health Relationships\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/relationships-life-but-better\" data-zjs-component_text=\"Relationships\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/relationships-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Relationships\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/entertainment\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment\" data-zjs-component_text=\"Entertainment\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Entertainment\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/entertainment/movies\" aria-label=\"Entertainment Movies\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment/movies\" data-zjs-component_text=\"Movies\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment/movies\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Movies\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/entertainment/tv-shows\" aria-label=\"Entertainment Television\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment/tv-shows\" data-zjs-component_text=\"Television\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment/tv-shows\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Television\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/entertainment/celebrities\" aria-label=\"Entertainment Celebrity\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment/celebrities\" data-zjs-component_text=\"Celebrity\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment/celebrities\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Celebrity\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/business/tech\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/tech\" data-zjs-component_text=\"Tech\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/tech\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Tech\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/innovate\" aria-label=\"Tech Innovate\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/innovate\" data-zjs-component_text=\"Innovate\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/innovate\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Innovate\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/gadget\" aria-label=\"Tech Gadget\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/gadget\" data-zjs-component_text=\"Gadget\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/gadget\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Gadget\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/foreseeable-future\" aria-label=\"Tech Foreseeable Future\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/foreseeable-future\" data-zjs-component_text=\"Foreseeable Future\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/foreseeable-future\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Foreseeable Future\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/mission-ahead\" aria-label=\"Tech Mission: Ahead\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/mission-ahead\" data-zjs-component_text=\"Mission: Ahead\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/mission-ahead\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Mission: Ahead\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/upstarts\" aria-label=\"Tech Upstarts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/upstarts\" data-zjs-component_text=\"Upstarts\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/upstarts\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Upstarts\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/work-transformed\" aria-label=\"Tech Work Transformed\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/work-transformed\" data-zjs-component_text=\"Work Transformed\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/work-transformed\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Work Transformed\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/innovative-cities\" aria-label=\"Tech Innovative Cities\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/innovative-cities\" data-zjs-component_text=\"Innovative Cities\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/innovative-cities\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Innovative Cities\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/style\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style\" data-zjs-component_text=\"Style\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Style\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/arts\" aria-label=\"Style Arts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/arts\" data-zjs-component_text=\"Arts\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/arts\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Arts\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/design\" aria-label=\"Style Design\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/design\" data-zjs-component_text=\"Design\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/design\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Design\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/fashion\" aria-label=\"Style Fashion\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/fashion\" data-zjs-component_text=\"Fashion\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/fashion\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Fashion\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/architecture\" aria-label=\"Style Architecture\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/architecture\" data-zjs-component_text=\"Architecture\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/architecture\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Architecture\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/luxury\" aria-label=\"Style Luxury\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/luxury\" data-zjs-component_text=\"Luxury\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/luxury\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Luxury\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/beauty\" aria-label=\"Style Beauty\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/beauty\" data-zjs-component_text=\"Beauty\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/beauty\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Beauty\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/videos\" aria-label=\"Style Video\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/videos\" data-zjs-component_text=\"Video\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Video\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/travel\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel\" data-zjs-component_text=\"Travel\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Travel\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/destinations\" aria-label=\"Travel Destinations\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/destinations\" data-zjs-component_text=\"Destinations\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/destinations\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Destinations\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/food-and-drink\" aria-label=\"Travel Food &amp; Drink\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/food-and-drink\" data-zjs-component_text=\"Food &amp; Drink\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/food-and-drink\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Food &amp; Drink\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/stay\" aria-label=\"Travel Stay\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/stay\" data-zjs-component_text=\"Stay\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/stay\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Stay\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/videos\" aria-label=\"Travel Videos\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/videos\" data-zjs-component_text=\"Videos\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Videos\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/sports\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/sports\" data-zjs-component_text=\"Sports\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/sports\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Sports\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/nfl\" target=\"_blank\" aria-label=\"Sports Pro Football\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/nfl\" data-zjs-component_text=\"Pro Football\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/nfl\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Pro Football\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/college-football\" target=\"_blank\" aria-label=\"Sports College Football\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/college-football\" data-zjs-component_text=\"College Football\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/college-football\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            College Football\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/nba\" target=\"_blank\" aria-label=\"Sports Basketball\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/nba\" data-zjs-component_text=\"Basketball\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/nba\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Basketball\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/mlb\" target=\"_blank\" aria-label=\"Sports Baseball\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/mlb\" data-zjs-component_text=\"Baseball\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/mlb\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Baseball\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/world-football\" target=\"_blank\" aria-label=\"Sports Soccer\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/world-football\" data-zjs-component_text=\"Soccer\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/world-football\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Soccer\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/sport/paris-olympics-2024\" aria-label=\"Sports Olympics\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/sport/paris-olympics-2024\" data-zjs-component_text=\"Olympics\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/sport/paris-olympics-2024\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Olympics\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/nhl\" target=\"_blank\" aria-label=\"Sports Hockey\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/nhl\" data-zjs-component_text=\"Hockey\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/nhl\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Hockey\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/videos\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/videos\" data-zjs-component_text=\"Watch\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Watch\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/live-tv\" aria-label=\"Watch Live TV\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/live-tv\" data-zjs-component_text=\"Live TV\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/live-tv\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Live TV\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/videos/fast/cnn-headlines\" aria-label=\"Watch CNN Headlines\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/videos/fast/cnn-headlines\" data-zjs-component_text=\"CNN Headlines\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/videos/fast/cnn-headlines\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            CNN Headlines\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/shorts/cnn-shorts\" aria-label=\"Watch CNN Shorts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/shorts/cnn-shorts\" data-zjs-component_text=\"CNN Shorts\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/shorts/cnn-shorts\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            CNN Shorts\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tv/all-shows\" aria-label=\"Watch Shows A-Z\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tv/all-shows\" data-zjs-component_text=\"Shows A-Z\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tv/all-shows\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Shows A-Z\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn10\" aria-label=\"Watch CNN10\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn10\" data-zjs-component_text=\"CNN10\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn10\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            CNN10\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.max.com/channel/cnn-max\" target=\"_blank\" aria-label=\"Watch CNN Max\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.max.com/channel/cnn-max\" data-zjs-component_text=\"CNN Max\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.max.com/channel/cnn-max\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            CNN Max\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/audio\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/audio\" data-zjs-component_text=\"Listen\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/audio\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          Listen\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/cnn-underscored\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored\" data-zjs-component_text=\"CNN Underscored\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n          CNN Underscored\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/electronics\" aria-label=\"CNN Underscored Electronics\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/electronics\" data-zjs-component_text=\"Electronics\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/electronics\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Electronics\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/fashion\" aria-label=\"CNN Underscored Fashion\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/fashion\" data-zjs-component_text=\"Fashion\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/fashion\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Fashion\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/beauty\" aria-label=\"CNN Underscored Beauty\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/beauty\" data-zjs-component_text=\"Beauty\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/beauty\" data-zjs-page_type=\"section\" 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href=\"https://www.cnn.com/cnn-underscored/home\" aria-label=\"CNN Underscored Home\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/home\" data-zjs-component_text=\"Home\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/home\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Home\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/reviews\" aria-label=\"CNN Underscored Reviews\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/reviews\" data-zjs-component_text=\"Reviews\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" 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class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/money\" aria-label=\"CNN Underscored Money\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/money\" data-zjs-component_text=\"Money\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/money\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"header\">\\n            Money\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/gifts\" aria-label=\"CNN Underscored Gifts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/gifts\" data-zjs-component_text=\"Gifts\" data-zjs-component_type=\"link\" 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     <section class=\"layout__info layout-no-rail__info layout-no-rail__topFullBleed\" data-editable=\"topFullBleed\" data-track-zone=\"topFullBleed\">\\n          \\n          <div data-uri=\"cms.cnn.com/_components/series-banner/instances/electioncenter_2024_20240305_AL_overview_banner@published\" data-rendered=\"true\" class=\"series-banner_landing-page series-banner_landing-page__light-text  \">\\n\\n        <div class=\"series-banner_landing-page__background-wrapper\">\\n                <div class=\"series-banner_landing-page__background\">\\n                    <picture class=\"image__picture\"><source height=\"809\" width=\"1439\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/map-brand-20240304203447310.png?q=h_809,w_1439,c_fill\"><source height=\"719\" width=\"1279\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/map-brand-20240304203447310.png?q=h_719,w_1279,c_fill\"><source height=\"539\" width=\"959\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/map-brand-20240304203447310.png?q=h_539,w_959,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/map-brand-20240304203447310.png?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/map-brand-20240304203447310.png?q=h_809,w_1439,c_fill\" alt=\"map-brand.png\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"809\" width=\"1439\" loading=\"lazy\" pinger-seen=\"true\"></picture>\\n                </div>\\n            <div class=\"series-banner_landing-page__title-wrapper\">\\n                <div class=\"series-banner_landing-page__title\">\\n                        <a href=\"\" class=\"series-banner_landing-page__logo\">\\n                            <h1 class=\"series-banner_landing-page__logo-heading series-banner_landing-page__logo-heading--no-logo\">\\n                                                                Presidential and Congressional Primaries: Alabama Results 2024\\n                            </h1>\\n                        </a>\\n                            <div class=\"series-banner_landing-page__description\">Results from the 2024 Alabama presidential and congressional primaries.</div>\\n</div>\\n            </div>\\n        </div>                <div class=\"series-banner_landing-page__description-mobile\">Results from the 2024 Alabama presidential and congressional primaries.</div>\\n</div>        </section>\\n        <section class=\"layout__top layout-no-rail__top\" data-editable=\"top\" data-track-zone=\"top\"></section>\\n      </div>\\n      \\n      <div class=\"sticky-anchor\" data-sticky-anchor-pos=\"top\" data-sticky-anchor-condition-type=\"pageType,subsection\" data-sticky-anchor-condition-value=\"article,!elections\" data-sticky-anchor-priority=\"1\"></div>\\n      <div class=\"sticky-anchor\" data-sticky-anchor-pos=\"top\" data-sticky-anchor-condition-type=\"pageType,templateType,subsection\" data-sticky-anchor-condition-value=\"section,landing_section,!elections\" data-sticky-anchor-priority=\"1\"></div>\\n      <section class=\"layout__wrapper layout-no-rail__wrapper\">\\n        <section class=\"layout__main layout-no-rail__main\" data-editable=\"main\" data-track-zone=\"main\" data-reorderable=\"main\">  <div data-uri=\"cms.cnn.com/_components/section/instances/electioncenter_2024_20240305_AL_overview_main@published\" class=\"section\" role=\"main\" data-unselectable=\"true\">\\n  <section class=\"body tabcontent active\" data-tabcontent=\"Content\">\\n    <div data-editable=\"items\" data-reorderable-component=\"items\">\\n        <h3 class=\"subheader\" data-editable=\"text\" data-uri=\"cms.cnn.com/_components/subheader/instances/cltdj1jcs00003b6hvd34pt41@published\" data-component-name=\"subheader\" id=\"our-coverage-of-alabama\" data-article-gutter=\"true\">\\n    Our coverage of Alabama\\n</h3>\\n\\n  <div data-uri=\"cms.cnn.com/_components/politics-results-suite/instances/electioncenter_2024_20240305_AL_overview_results_AL_president_democratic-party@published\" class=\"politics-results-suite\" data-editable=\"settings\" data-state=\"{&quot;_ref&quot;:&quot;cms.cnn.com/_components/politics-results-suite/instances/electioncenter_2024_20240305_AL_overview_results_AL_president_democratic-party@published&quot;,&quot;mode&quot;:&quot;ahead-single-bucket&quot;,&quot;title&quot;:&quot;Democratic Presidential Primary: Alabama&quot;,&quot;mapURL&quot;:&quot;https://atlas.cnn.io/us/election-county/2024/AL.svg&quot;,&quot;feedURL&quot;:&quot;https://politics.api.cnn.io/results/race/2024-PD-AL.json&quot;,&quot;svgData&quot;:&quot;<?xml 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Phillips&quot;,&quot;lastName&quot;:&quot;Phillips&quot;,&quot;firstName&quot;:&quot;Dean&quot;,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;majorParty&quot;:&quot;DEM&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:20286,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;phillips&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;D&quot;}],&quot;countyName&quot;:&quot;Winston&quot;,&quot;contestType&quot;:&quot;PD&quot;,&quot;externalKey&quot;:&quot;production-key&quot;,&quot;extractedAt&quot;:&quot;2024-03-27T16:35:44.425480&quot;,&quot;electionType&quot;:&quot;D&quot;,&quot;raceTypeCode&quot;:&quot;P&quot;,&quot;resourceType&quot;:&quot;county-races&quot;,&quot;stateFipsCode&quot;:&quot;01&quot;,&quot;voteTimestamp&quot;:&quot;2024-03-06T04:59:42.000Z&quot;,&quot;countyFipsCode&quot;:&quot;01133&quot;,&quot;percentReporting&quot;:&quot;&quot;,&quot;stateAbbreviation&quot;:&quot;AL&quot;}],&quot;featureFlagURL&quot;:&quot;https://politics-static.cnn.io/2021/feature-flags/2024primaries.json&quot;,&quot;suppressColorsUntilConfig&quot;:true,&quot;componentVariation&quot;:&quot;politics-results-suite&quot;}\" data-key=\"2024primaries-PD-AL-*-ResultsSuite\"><div class=\"results-suite-container-28sdat cnn-pcl-1a4cfl8\"><article class=\"results-suite cnn-pcl-1a4cfl8 called-3lX9Im\" style=\"--winnerPartyColor: #186CFD;\"><div class=\"header-container-1LzJY9 cnn-pcl-xk8c6r embedded-Dg7OBM has-follow-1yIbzu\"><h2 class=\"header-2-AOgLYo cnn-pcl-xk8c6r\">Democratic Presidential Primary: Alabama</h2>  <div class=\"action-button-2bIakM cnn-pcl-xk8c6r\"></div>  <span class=\"core-result__total-counts-y78OQg cnn-pcl-1ksfwcp\"><div class=\"circular_summary-LUtCUF wrapper cnn-pcl-eyhmk3\" data-testid=\"pcl-circular_summary\"><div class=\"circular_summary__primary_text-36YSkr cnn-pcl-eyhmk3\" data-testid=\"pcl-circular_summary__primary_text\">52</div> <div class=\"circular_summary__secondary_text-1rcr5S cnn-pcl-eyhmk3\" data-testid=\"pcl-circular_summary__secondary_text\">Pledged Delegates</div></div>  </span></div> <div><table aria-label=\"results\" class=\"cnn-pcl-1me6450 with-delegates-22I-Fo\"><thead class=\"cnn-pcl-1me6450\"><tr class=\"cnn-pcl-1me6450\"><th class=\"cnn-pcl-1me6450\">Candidate</th> <th class=\"cnn-pcl-1me6450\">%</th> <th class=\"cnn-pcl-1me6450\">Votes</th> <th class=\"col-header-delegates-desktop-2NtLkZ cnn-pcl-1me6450\">Pledged Delegates</th> <th class=\"col-header-delegates-mobile-2hj6He cnn-pcl-1me6450\">Del.</th></tr></thead> <tbody class=\"cnn-pcl-1me6450\"><tr style=\"--background: #186CFD27; --candidateColor: #186CFD; --delegateDroppedOut: #6e6e6e;\" class=\"cnn-pcl-1me6450 isWinner-3g_AYM\"><td class=\"col-candidate-name-2EqdE6 cnn-pcl-1me6450\"><span class=\"cnn-pcl-1me6450\"><span class=\"race-indicator-zone-BCF66v cnn-pcl-1me6450\"><span class=\"candidate-icon-indicator-bHSeQg cnn-pcl-1me6450\"><svg width=\"14\" height=\"14\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"name\" data-testid=\"candidate-name\">Joe Biden</span></span> <span class=\"party-label-239xt1 cnn-pcl-1me6450\" data-testid=\"party-label\"><span data-testid=\"incumbent\">Democratic, Incumbent</span></span> </td> <td class=\"col-vote-percent-1JXrHP cnn-pcl-1me6450\" data-testid=\"votepercent\">89.5%</td> <td class=\"col-votes-3Y8smS cnn-pcl-1me6450\"><div class=\"vote-count-1Z7s9a cnn-pcl-1me6450\"><span data-testid=\"votes\">168,080</span> <span class=\"ahead-count-Kon8-M cnn-pcl-1me6450\" data-testid=\"aheadcount\">156,797 ahead</span></div></td> <td class=\"col-delegates-2rW54a cnn-pcl-1me6450\" data-testid=\"delegates\">52</td> </tr><tr style=\"--background: #ffffff; --candidateColor: #7EA3CE; --delegateDroppedOut: #6e6e6e;\" class=\"cnn-pcl-1me6450\"><td class=\"col-candidate-name-2EqdE6 cnn-pcl-1me6450\"><span class=\"cnn-pcl-1me6450\"><span class=\"race-indicator-zone-BCF66v cnn-pcl-1me6450\"> </span> <span class=\"name\" data-testid=\"candidate-name\">Uncommitted</span></span> <span class=\"party-label-239xt1 cnn-pcl-1me6450\" data-testid=\"party-label\"><span>Democratic</span></span> </td> <td class=\"col-vote-percent-1JXrHP cnn-pcl-1me6450\" data-testid=\"votepercent\">6.0%</td> <td class=\"col-votes-3Y8smS cnn-pcl-1me6450\"><div class=\"vote-count-1Z7s9a cnn-pcl-1me6450\"><span data-testid=\"votes\">11,283</span> <span class=\"ahead-count-Kon8-M cnn-pcl-1me6450\" data-testid=\"aheadcount\">156,797 ahead</span></div></td> <td class=\"col-delegates-2rW54a cnn-pcl-1me6450\" data-testid=\"delegates\"></td> </tr><tr style=\"--background: #ffffff; --candidateColor: #4CB8FF; --delegateDroppedOut: #6e6e6e;\" class=\"cnn-pcl-1me6450\"><td class=\"col-candidate-name-2EqdE6 cnn-pcl-1me6450\"><span class=\"cnn-pcl-1me6450\"><span class=\"race-indicator-zone-BCF66v cnn-pcl-1me6450\"> </span> <span class=\"name\" data-testid=\"candidate-name\">Dean Phillips</span></span> <span class=\"party-label-239xt1 cnn-pcl-1me6450\" data-testid=\"party-label\"><span>Democratic</span></span> </td> <td class=\"col-vote-percent-1JXrHP cnn-pcl-1me6450\" data-testid=\"votepercent\">4.5%</td> <td class=\"col-votes-3Y8smS cnn-pcl-1me6450\"><div class=\"vote-count-1Z7s9a cnn-pcl-1me6450\"><span data-testid=\"votes\">8,442</span> <span class=\"ahead-count-Kon8-M cnn-pcl-1me6450\" data-testid=\"aheadcount\">156,797 ahead</span></div></td> <td class=\"col-delegates-2rW54a cnn-pcl-1me6450\" data-testid=\"delegates\"></td> </tr></tbody> <tfoot class=\"cnn-pcl-1me6450\"><tr class=\"cnn-pcl-1me6450\"><td colspan=\"3\" class=\"icon-informational-3hdsk9 cnn-pcl-1me6450\"><span data-testid=\"iconinformational\"><svg width=\"10\" height=\"10\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 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class=\"atlas-poi-circle\" cx=\"133.126\" cy=\"1180.9111\" id=\"Mobile\" r=\"8\" strokewidth=\"4\" style=\"display: block; stroke: white; stroke-width: 4; pointer-events: none;\"></circle>\\n<text class=\"atlas-poi-text\" dy=\"-20\" fontsize=\"52px\" id=\"Mobile\" text-anchor=\"middle\" x=\"133.126\" y=\"1180.9111\" style=\"display: block; font-size: 52px; pointer-events: none; z-index: 2; font-family: Arial; font-weight: bold; stroke: white; paint-order: stroke; stroke-width: 0.1em;\">Mobile</text>\\n</g>\\n</svg></div></div>  <div class=\"legend-koNQTc cnn-pcl-aeyajg\"><h5 class=\"center-title-3lxiQD cnn-pcl-aeyajg\">Leading</h5> <div class=\"palettes-69eAQF cnn-pcl-aeyajg\"><div class=\"wrapper-2pUJsI cnn-pcl-1pbjuv4\"><div class=\"shades-q2_F7g cnn-pcl-1pbjuv4\"><div class=\"palette-3VoUOr cnn-pcl-1pbjuv4\"><div class=\"solid-28PFA1 palette-color-WwdGQJ cnn-pcl-1pbjuv4\" style=\"--shade: #186CFD;\"></div> <div class=\"color-desc-2-th2k cnn-pcl-1pbjuv4\"></div> </div></div> <div class=\"group-name-16MNYT cnn-pcl-1pbjuv4\">Biden</div></div></div></div>  </div> <footer class=\"cnn-pcl-1e0vjke embedded-JUJHRu\"><div class=\"footer-info-s7AjA1 cnn-pcl-1e0vjke\"><p class=\"cnn-pcl-1e0vjke\"><span class=\"reporting-1zjL7t cnn-pcl-1e0vjke\" data-testid=\"percentreporting\">Est. vote in: 99%</span></p> <p class=\"last-updated-foB4fW cnn-pcl-1e0vjke\"><time data-testid=\"timestamp\">Updated 12:57 p.m. ET, Mar. 25</time></p> <p class=\"cnn-pcl-1e0vjke\"><span class=\"next-update-hLyQmu cnn-pcl-1e0vjke\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></p></div>  </footer></article> <div class=\"cta-wrapper-1KjYeR cnn-pcl-1a4cfl8\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/democratic-presidential-primary\" data-zjs-interaction=\"election_2024_president_democratic primary_al_link_clicked\" data-zjs-year=\"2024\" data-zjs-race=\"President Democratic Primary\" data-zjs-place=\"AL\" data-zjs-jurisdiction=\"\" data-zjs-component_type=\"ResultsSuite\" data-zjs-canonical_url=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/alabama\" data-zjs-cms_id=\"cms.cnn.com/_pages/electioncenter_2024_20240305_AL_overview_page@published\" data-zjs-source_id=\"cms.cnn.com/_pages/electioncenter_2024_20240305_AL_overview_page@published\" data-zjs-raw_url=\"\" data-zjs-component_text=\"See county-level results\">See county-level results</a></div></div></div>\\n  <div data-uri=\"cms.cnn.com/_components/politics-results-suite/instances/electioncenter_2024_20240305_AL_overview_results_AL_president_republican-party@published\" class=\"politics-results-suite\" data-editable=\"settings\" 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Haley&quot;,&quot;lastName&quot;:&quot;Haley&quot;,&quot;firstName&quot;:&quot;Nikki&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:60420,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;haley&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;}],&quot;countyName&quot;:&quot;Tallapoosa&quot;,&quot;contestType&quot;:&quot;PR&quot;,&quot;externalKey&quot;:&quot;production-key&quot;,&quot;extractedAt&quot;:&quot;2024-03-27T16:35:44.425480&quot;,&quot;electionType&quot;:&quot;R&quot;,&quot;raceTypeCode&quot;:&quot;P&quot;,&quot;resourceType&quot;:&quot;county-races&quot;,&quot;stateFipsCode&quot;:&quot;01&quot;,&quot;voteTimestamp&quot;:&quot;2024-03-25T16:37:58.000Z&quot;,&quot;countyFipsCode&quot;:&quot;01123&quot;,&quot;percentReporting&quot;:&quot;&quot;,&quot;stateAbbreviation&quot;:&quot;AL&quot;},{&quot;cid&quot;:&quot;ESS::CountyRace::1711557344296&quot;,&quot;ecKey&quot;:&quot;2024-PR-AL&quot;,&quot;stateId&quot;:1,&quot;version&quot;:1,&quot;raceType&quot;:&quot;P&quot;,&quot;stateName&quot;:&quot;Alabama&quot;,&quot;candidates&quot;:[{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Donald 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Haley&quot;,&quot;lastName&quot;:&quot;Haley&quot;,&quot;firstName&quot;:&quot;Nikki&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:60420,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;haley&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;}],&quot;countyName&quot;:&quot;Tuscaloosa&quot;,&quot;contestType&quot;:&quot;PR&quot;,&quot;externalKey&quot;:&quot;production-key&quot;,&quot;extractedAt&quot;:&quot;2024-03-27T16:35:44.425480&quot;,&quot;electionType&quot;:&quot;R&quot;,&quot;raceTypeCode&quot;:&quot;P&quot;,&quot;resourceType&quot;:&quot;county-races&quot;,&quot;stateFipsCode&quot;:&quot;01&quot;,&quot;voteTimestamp&quot;:&quot;2024-03-25T16:56:43.000Z&quot;,&quot;countyFipsCode&quot;:&quot;01125&quot;,&quot;percentReporting&quot;:&quot;&quot;,&quot;stateAbbreviation&quot;:&quot;AL&quot;},{&quot;cid&quot;:&quot;ESS::CountyRace::1711557344296&quot;,&quot;ecKey&quot;:&quot;2024-PR-AL&quot;,&quot;stateId&quot;:1,&quot;version&quot;:1,&quot;raceType&quot;:&quot;P&quot;,&quot;stateName&quot;:&quot;Alabama&quot;,&quot;candidates&quot;:[{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Donald Trump&quot;,&quot;lastName&quot;:&quot;Trump&quot;,&quot;firstName&quot;:&quot;Donald&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:8639,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;trump&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;},{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Nikki Haley&quot;,&quot;lastName&quot;:&quot;Haley&quot;,&quot;firstName&quot;:&quot;Nikki&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:60420,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;haley&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;}],&quot;countyName&quot;:&quot;Walker&quot;,&quot;contestType&quot;:&quot;PR&quot;,&quot;externalKey&quot;:&quot;production-key&quot;,&quot;extractedAt&quot;:&quot;2024-03-27T16:35:44.425480&quot;,&quot;electionType&quot;:&quot;R&quot;,&quot;raceTypeCode&quot;:&quot;P&quot;,&quot;resourceType&quot;:&quot;county-races&quot;,&quot;stateFipsCode&quot;:&quot;01&quot;,&quot;voteTimestamp&quot;:&quot;2024-03-25T16:37:58.000Z&quot;,&quot;countyFipsCode&quot;:&quot;01127&quot;,&quot;percentReporting&quot;:&quot;&quot;,&quot;stateAbbreviation&quot;:&quot;AL&quot;},{&quot;cid&quot;:&quot;ESS::CountyRace::1711557344296&quot;,&quot;ecKey&quot;:&quot;2024-PR-AL&quot;,&quot;stateId&quot;:1,&quot;version&quot;:1,&quot;raceType&quot;:&quot;P&quot;,&quot;stateName&quot;:&quot;Alabama&quot;,&quot;candidates&quot;:[{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Donald Trump&quot;,&quot;lastName&quot;:&quot;Trump&quot;,&quot;firstName&quot;:&quot;Donald&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:8639,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;trump&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;},{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Nikki Haley&quot;,&quot;lastName&quot;:&quot;Haley&quot;,&quot;firstName&quot;:&quot;Nikki&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:60420,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;haley&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;}],&quot;countyName&quot;:&quot;Washington&quot;,&quot;contestType&quot;:&quot;PR&quot;,&quot;externalKey&quot;:&quot;production-key&quot;,&quot;extractedAt&quot;:&quot;2024-03-27T16:35:44.425480&quot;,&quot;electionType&quot;:&quot;R&quot;,&quot;raceTypeCode&quot;:&quot;P&quot;,&quot;resourceType&quot;:&quot;county-races&quot;,&quot;stateFipsCode&quot;:&quot;01&quot;,&quot;voteTimestamp&quot;:&quot;2024-03-25T16:37:58.000Z&quot;,&quot;countyFipsCode&quot;:&quot;01129&quot;,&quot;percentReporting&quot;:&quot;&quot;,&quot;stateAbbreviation&quot;:&quot;AL&quot;},{&quot;cid&quot;:&quot;ESS::CountyRace::1711557344296&quot;,&quot;ecKey&quot;:&quot;2024-PR-AL&quot;,&quot;stateId&quot;:1,&quot;version&quot;:1,&quot;raceType&quot;:&quot;P&quot;,&quot;stateName&quot;:&quot;Alabama&quot;,&quot;candidates&quot;:[{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Donald Trump&quot;,&quot;lastName&quot;:&quot;Trump&quot;,&quot;firstName&quot;:&quot;Donald&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:8639,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;trump&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;},{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Nikki Haley&quot;,&quot;lastName&quot;:&quot;Haley&quot;,&quot;firstName&quot;:&quot;Nikki&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:60420,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;haley&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;}],&quot;countyName&quot;:&quot;Wilcox&quot;,&quot;contestType&quot;:&quot;PR&quot;,&quot;externalKey&quot;:&quot;production-key&quot;,&quot;extractedAt&quot;:&quot;2024-03-27T16:35:44.425480&quot;,&quot;electionType&quot;:&quot;R&quot;,&quot;raceTypeCode&quot;:&quot;P&quot;,&quot;resourceType&quot;:&quot;county-races&quot;,&quot;stateFipsCode&quot;:&quot;01&quot;,&quot;voteTimestamp&quot;:&quot;2024-03-25T16:52:36.000Z&quot;,&quot;countyFipsCode&quot;:&quot;01131&quot;,&quot;percentReporting&quot;:&quot;&quot;,&quot;stateAbbreviation&quot;:&quot;AL&quot;},{&quot;cid&quot;:&quot;ESS::CountyRace::1711557344296&quot;,&quot;ecKey&quot;:&quot;2024-PR-AL&quot;,&quot;stateId&quot;:1,&quot;version&quot;:1,&quot;raceType&quot;:&quot;P&quot;,&quot;stateName&quot;:&quot;Alabama&quot;,&quot;candidates&quot;:[{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Donald Trump&quot;,&quot;lastName&quot;:&quot;Trump&quot;,&quot;firstName&quot;:&quot;Donald&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:8639,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;trump&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;},{&quot;voteNum&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Nikki Haley&quot;,&quot;lastName&quot;:&quot;Haley&quot;,&quot;firstName&quot;:&quot;Nikki&quot;,&quot;partyName&quot;:&quot;Republican&quot;,&quot;majorParty&quot;:&quot;REP&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;candidateId&quot;:60420,&quot;isIncumbent&quot;:false,&quot;lastNameSlug&quot;:&quot;haley&quot;,&quot;votePercentNum&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;candidatePartyCode&quot;:&quot;R&quot;}],&quot;countyName&quot;:&quot;Winston&quot;,&quot;contestType&quot;:&quot;PR&quot;,&quot;externalKey&quot;:&quot;production-key&quot;,&quot;extractedAt&quot;:&quot;2024-03-27T16:35:44.425480&quot;,&quot;electionType&quot;:&quot;R&quot;,&quot;raceTypeCode&quot;:&quot;P&quot;,&quot;resourceType&quot;:&quot;county-races&quot;,&quot;stateFipsCode&quot;:&quot;01&quot;,&quot;voteTimestamp&quot;:&quot;2024-03-25T16:49:04.000Z&quot;,&quot;countyFipsCode&quot;:&quot;01133&quot;,&quot;percentReporting&quot;:&quot;&quot;,&quot;stateAbbreviation&quot;:&quot;AL&quot;}],&quot;featureFlagURL&quot;:&quot;https://politics-static.cnn.io/2021/feature-flags/2024primaries.json&quot;,&quot;suppressColorsUntilConfig&quot;:true,&quot;componentVariation&quot;:&quot;politics-results-suite&quot;}\" data-key=\"2024primaries-PR-AL-*-ResultsSuite\"><div class=\"results-suite-container-28sdat cnn-pcl-1a4cfl8\"><article class=\"results-suite cnn-pcl-1a4cfl8 called-3lX9Im\" style=\"--winnerPartyColor: #A30000;\"><div class=\"header-container-1LzJY9 cnn-pcl-xk8c6r embedded-Dg7OBM has-follow-1yIbzu\"><h2 class=\"header-2-AOgLYo cnn-pcl-xk8c6r\">Republican Presidential Primary: Alabama</h2> <ul class=\"cnn-pcl-xk8c6r\"><li class=\"cnn-pcl-xk8c6r\"><span class=\"key-race-indicator-3UoYn8 cnn-pcl-xk8c6r\">Key Race</span></li>  </ul> <div class=\"action-button-2bIakM cnn-pcl-xk8c6r\"></div>  <span class=\"core-result__total-counts-y78OQg cnn-pcl-1ksfwcp\"><div class=\"circular_summary-LUtCUF wrapper cnn-pcl-eyhmk3\" data-testid=\"pcl-circular_summary\"><div class=\"circular_summary__primary_text-36YSkr cnn-pcl-eyhmk3\" data-testid=\"pcl-circular_summary__primary_text\">50</div> <div class=\"circular_summary__secondary_text-1rcr5S cnn-pcl-eyhmk3\" data-testid=\"pcl-circular_summary__secondary_text\">Bound Delegates</div></div>  </span></div> <div><table aria-label=\"results\" class=\"cnn-pcl-1me6450 with-delegates-22I-Fo\"><thead class=\"cnn-pcl-1me6450\"><tr class=\"cnn-pcl-1me6450\"><th class=\"cnn-pcl-1me6450\">Candidate</th> <th class=\"cnn-pcl-1me6450\">%</th> <th class=\"cnn-pcl-1me6450\">Votes</th> <th class=\"col-header-delegates-desktop-2NtLkZ cnn-pcl-1me6450\">Bound Delegates</th> <th class=\"col-header-delegates-mobile-2hj6He cnn-pcl-1me6450\">Del.</th></tr></thead> <tbody class=\"cnn-pcl-1me6450\"><tr style=\"--background: #A3000027; --candidateColor: #A30000; --delegateDroppedOut: #6e6e6e;\" class=\"cnn-pcl-1me6450 isWinner-3g_AYM\"><td class=\"col-candidate-name-2EqdE6 cnn-pcl-1me6450\"><span class=\"cnn-pcl-1me6450\"><span class=\"race-indicator-zone-BCF66v cnn-pcl-1me6450\"><span class=\"candidate-icon-indicator-bHSeQg cnn-pcl-1me6450\"><svg width=\"14\" height=\"14\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"name\" data-testid=\"candidate-name\">Donald Trump</span></span> <span class=\"party-label-239xt1 cnn-pcl-1me6450\" data-testid=\"party-label\"><span>Republican</span></span> </td> <td class=\"col-vote-percent-1JXrHP cnn-pcl-1me6450\" data-testid=\"votepercent\">83.2%</td> <td class=\"col-votes-3Y8smS cnn-pcl-1me6450\"><div class=\"vote-count-1Z7s9a cnn-pcl-1me6450\"><span data-testid=\"votes\">499,147</span> <span class=\"ahead-count-Kon8-M cnn-pcl-1me6450\" data-testid=\"aheadcount\">421,158 ahead</span></div></td> <td class=\"col-delegates-2rW54a cnn-pcl-1me6450\" data-testid=\"delegates\">50</td> </tr><tr style=\"--background: #ffffff; --candidateColor: #FF9900; --delegateDroppedOut: #6e6e6e;\" class=\"cnn-pcl-1me6450\"><td class=\"col-candidate-name-2EqdE6 cnn-pcl-1me6450\"><span class=\"cnn-pcl-1me6450\"><span class=\"race-indicator-zone-BCF66v cnn-pcl-1me6450\"> </span> <span class=\"name\" data-testid=\"candidate-name\">Nikki Haley</span></span> <span class=\"party-label-239xt1 cnn-pcl-1me6450\" data-testid=\"party-label\"><span>Republican</span></span> </td> <td class=\"col-vote-percent-1JXrHP cnn-pcl-1me6450\" data-testid=\"votepercent\">13.0%</td> <td class=\"col-votes-3Y8smS cnn-pcl-1me6450\"><div class=\"vote-count-1Z7s9a cnn-pcl-1me6450\"><span data-testid=\"votes\">77,989</span> <span class=\"ahead-count-Kon8-M cnn-pcl-1me6450\" data-testid=\"aheadcount\">421,158 ahead</span></div></td> <td class=\"col-delegates-2rW54a cnn-pcl-1me6450\" data-testid=\"delegates\">0</td> </tr></tbody> <tfoot class=\"cnn-pcl-1me6450\"><tr class=\"cnn-pcl-1me6450\"><td colspan=\"3\" class=\"icon-informational-3hdsk9 cnn-pcl-1me6450\"><span data-testid=\"iconinformational\"><svg width=\"10\" height=\"10\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 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id=\"Montgomery\" r=\"8\" strokewidth=\"4\" style=\"display: block; stroke: white; stroke-width: 4; pointer-events: none;\"></circle>\\n<text class=\"atlas-poi-text\" dy=\"-20\" fontsize=\"52px\" id=\"Montgomery\" text-anchor=\"middle\" x=\"475.0641\" y=\"704.9887\" style=\"display: block; font-size: 52px; pointer-events: none; z-index: 2; font-family: Arial; font-weight: bold; stroke: white; paint-order: stroke; stroke-width: 0.1em;\">Montgomery</text>\\n<circle class=\"atlas-poi-circle\" cx=\"336.213\" cy=\"417.4612\" id=\"Birmingham\" r=\"8\" strokewidth=\"4\" style=\"display: block; stroke: white; stroke-width: 4; pointer-events: none;\"></circle>\\n<text class=\"atlas-poi-text\" dy=\"-20\" fontsize=\"52px\" id=\"Birmingham\" text-anchor=\"middle\" x=\"336.213\" y=\"417.4612\" style=\"display: block; font-size: 52px; pointer-events: none; z-index: 2; font-family: Arial; font-weight: bold; stroke: white; paint-order: stroke; stroke-width: 0.1em;\">Birmingham</text>\\n<circle class=\"atlas-poi-circle\" cx=\"133.126\" cy=\"1180.9111\" id=\"Mobile\" r=\"8\" strokewidth=\"4\" style=\"display: block; stroke: white; stroke-width: 4; pointer-events: none;\"></circle>\\n<text class=\"atlas-poi-text\" dy=\"-20\" fontsize=\"52px\" id=\"Mobile\" text-anchor=\"middle\" x=\"133.126\" y=\"1180.9111\" style=\"display: block; font-size: 52px; pointer-events: none; z-index: 2; font-family: Arial; font-weight: bold; stroke: white; paint-order: stroke; stroke-width: 0.1em;\">Mobile</text>\\n</g>\\n</svg></div></div>  <div class=\"legend-koNQTc cnn-pcl-aeyajg\"><h5 class=\"center-title-3lxiQD cnn-pcl-aeyajg\">Leading</h5> <div class=\"palettes-69eAQF cnn-pcl-aeyajg\"><div class=\"wrapper-2pUJsI cnn-pcl-1pbjuv4\"><div class=\"shades-q2_F7g cnn-pcl-1pbjuv4\"><div class=\"palette-3VoUOr cnn-pcl-1pbjuv4\"><div class=\"solid-28PFA1 palette-color-WwdGQJ cnn-pcl-1pbjuv4\" style=\"--shade: #A30000;\"></div> <div class=\"color-desc-2-th2k cnn-pcl-1pbjuv4\"></div> </div></div> <div class=\"group-name-16MNYT cnn-pcl-1pbjuv4\">Trump</div></div></div></div>  </div> <footer class=\"cnn-pcl-1e0vjke embedded-JUJHRu\"><div class=\"footer-info-s7AjA1 cnn-pcl-1e0vjke\"><p class=\"cnn-pcl-1e0vjke\"><span class=\"reporting-1zjL7t cnn-pcl-1e0vjke\" data-testid=\"percentreporting\">Est. vote in: 92%</span></p> <p class=\"last-updated-foB4fW cnn-pcl-1e0vjke\"><time data-testid=\"timestamp\">Updated 12:57 p.m. ET, Mar. 25</time></p> <p class=\"cnn-pcl-1e0vjke\"><span class=\"next-update-hLyQmu cnn-pcl-1e0vjke\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></p></div>  </footer></article> <div class=\"cta-wrapper-1KjYeR cnn-pcl-1a4cfl8\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-presidential-primary\" 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data-uri=\"cms.cnn.com/_components/politics-results-list/instances/electioncenter_2024_20240305_AL_overview_results_AL_us-house_democratic-party@published\" class=\"politics-results-list\" data-editable=\"settings\" data-state=\"{&quot;_ref&quot;:&quot;cms.cnn.com/_components/politics-results-list/instances/electioncenter_2024_20240305_AL_overview_results_AL_us-house_democratic-party@published&quot;,&quot;feedUrl&quot;:&quot;https://politics.api.cnn.io/results/cd-races/2024-HD-AL.json&quot;,&quot;__fields&quot;:{&quot;status&quot;:&quot;active&quot;,&quot;created_at&quot;:&quot;Tue, 05 Mar 2024 13:07:27 GMT&quot;,&quot;updated_at&quot;:&quot;Wed, 27 Mar 2024 16:38:03 GMT&quot;},&quot;stateSlug&quot;:&quot;alabama&quot;,&quot;description&quot;:&quot;Click the House district name for the full 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Patel&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077345,&quot;lastName&quot;:&quot;Simpson&quot;,&quot;party&quot;:&quot;dem&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Larry&quot;,&quot;fullName&quot;:&quot;Larry Simpson&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077344,&quot;lastName&quot;:&quot;Lenard&quot;,&quot;party&quot;:&quot;dem&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Willie&quot;,&quot;fullName&quot;:&quot;Willie Lenard&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:&quot;&quot;,&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:2,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;DEM&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 6: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:20077352,&quot;lastName&quot;:&quot;Anderson&quot;,&quot;party&quot;:&quot;dem&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Elizabeth&quot;,&quot;fullName&quot;:&quot;Elizabeth Anderson&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:20077352,&quot;lastName&quot;:&quot;Anderson&quot;,&quot;party&quot;:&quot;dem&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Elizabeth&quot;,&quot;fullName&quot;:&quot;Elizabeth Anderson&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:false,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:false,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:6,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;DEM&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 7: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:60639,&quot;lastName&quot;:&quot;Sewell&quot;,&quot;party&quot;:&quot;dem&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Terri&quot;,&quot;fullName&quot;:&quot;Terri Sewell&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077353,&quot;lastName&quot;:&quot;Davis&quot;,&quot;party&quot;:&quot;dem&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Chris&quot;,&quot;fullName&quot;:&quot;Chris Davis&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:60639,&quot;lastName&quot;:&quot;Sewell&quot;,&quot;party&quot;:&quot;dem&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Democratic&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Terri&quot;,&quot;fullName&quot;:&quot;Terri Sewell&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:7,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;DEM&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;componentKey&quot;:&quot;2024primaries-HD-AL-*-ResultsList&quot;,&quot;titleOverride&quot;:&quot;Democratic House Districts: Alabama&quot;,&quot;featureFlagUrl&quot;:&quot;https://politics-static.cnn.io/2021/feature-flags/2024primaries.json&quot;,&quot;numberOfCandidates&quot;:2,&quot;componentVariation&quot;:&quot;politics-results-list&quot;}\" data-key=\"2024primaries-HD-AL-*-ResultsList\"><div class=\"results-list-1UdYAS cnn-pcl-3f3tda\"><article class=\"results-list__article-2qT-gK cnn-pcl-3f3tda\"><h2 class=\"results-list__title-7vhqrQ cnn-pcl-3f3tda\">Democratic House Districts: Alabama</h2> <p class=\"results-list__description-LsIC2Y cnn-pcl-3f3tda\">Click the House district name for the full results.</p></article> <table aria-label=\"district-results\" class=\"cnn-pcl-3f3tda\"><thead class=\"cnn-pcl-3f3tda\"><tr class=\"cnn-pcl-3f3tda\"><th class=\"cnn-pcl-3f3tda\">District</th> <th class=\"cnn-pcl-3f3tda\">Leading candidate(s)</th> <th class=\"col-percent cnn-pcl-3f3tda\">%</th> <th class=\"col-bar-graph-2i-5mJ cnn-pcl-3f3tda\"></th> <th class=\"cnn-pcl-3f3tda\">Votes</th></tr></thead> <tbody><tr style=\"--partyColor: #00268f;\" class=\"cnn-pcl-310bxq first-2FZOl4 last-1WWZ67\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/democratic-party/us-house-district-1\">AL 1</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Democrat\"></span> <span class=\"name\" data-testid=\"candidate-name\">Holmes</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#00268f\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">0.0%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 0%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">0</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 0%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #0e40b6;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/democratic-party/us-house-district-2\">AL 2</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Democrat\"></span> <span class=\"name\" data-testid=\"candidate-name\">Figures</span>  <div data-testid=\"tooltip\" aria-label=\"Advancing to runoff\" title=\"\"><span data-testid=\"runoff\" class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16px\" height=\"16px\" aria-label=\"Going to runoff\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"runoff\"><g id=\"Page-1\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"Runoffs-&amp;-Special-Elections\" transform=\"translate(-778.000000, -529.000000)\"><g id=\"Group-8\" transform=\"translate(778.000000, 529.000000)\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#6E6E6E\"></path><path d=\"M9.61055539,7.23397401 L9.61055539,5.15476062 C9.61055539,5.04532834 9.83090724,4.93589605 9.83090724,5.04532834 L12.9158331,7.78113543 C13.0280556,7.9057572 13.0280556,8.0942428 12.9158331,8.21886457 L9.83090724,10.9546717 C9.72073131,11.0641039 9.61055539,10.9546717 9.61055539,10.8452394 L9.61055539,8.6565937 L3.66105554,8.6565937 C3.30743074,8.63047086 3.02630036,8.35123799 3,8 C3.02630036,7.64876201 3.30743074,7.36952914 3.66105554,7.3434063 L9.61055539,7.3434063 L9.61055539,7.23397401 L9.61055539,7.23397401 L9.61055539,7.23397401 Z\" id=\"Combined-Shape-2\" fill=\"#FFFFFF\"></path></g></g></g></svg></span></div></span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">43.5%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 43.5%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">24,825</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">12,051 ahead</span></div></td></tr><tr style=\"--partyColor: #0633a3;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Democrat\"></span> <span class=\"name\" data-testid=\"candidate-name\">Daniels</span>  <div data-testid=\"tooltip\" aria-label=\"Advancing to runoff\" title=\"\"><span data-testid=\"runoff\" class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16px\" height=\"16px\" aria-label=\"Going to runoff\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"runoff\"><g id=\"Page-1\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"Runoffs-&amp;-Special-Elections\" transform=\"translate(-778.000000, -529.000000)\"><g id=\"Group-8\" transform=\"translate(778.000000, 529.000000)\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#6E6E6E\"></path><path d=\"M9.61055539,7.23397401 L9.61055539,5.15476062 C9.61055539,5.04532834 9.83090724,4.93589605 9.83090724,5.04532834 L12.9158331,7.78113543 C13.0280556,7.9057572 13.0280556,8.0942428 12.9158331,8.21886457 L9.83090724,10.9546717 C9.72073131,11.0641039 9.61055539,10.9546717 9.61055539,10.8452394 L9.61055539,8.6565937 L3.66105554,8.6565937 C3.30743074,8.63047086 3.02630036,8.35123799 3,8 C3.02630036,7.64876201 3.30743074,7.36952914 3.66105554,7.3434063 L9.61055539,7.3434063 L9.61055539,7.23397401 L9.61055539,7.23397401 L9.61055539,7.23397401 Z\" id=\"Combined-Shape-2\" fill=\"#FFFFFF\"></path></g></g></g></svg></span></div></span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">22.4%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 22.4%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">12,774</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 82%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #00268f;\" class=\"cnn-pcl-310bxq first-2FZOl4 last-1WWZ67\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/democratic-party/us-house-district-6\">AL 6</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Democrat\"></span> <span class=\"name\" data-testid=\"candidate-name\">Anderson</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#00268f\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">0.0%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 0%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">0</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 0%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #1a6aff;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/democratic-party/us-house-district-7\">AL 7</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Democrat\"></span> <span class=\"name\" data-testid=\"candidate-name\">Sewell</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#1a6aff\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"incumbent-3R9HEl cnn-pcl-310bxq\" data-testid=\"incumbent\">Incumbent</span></td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">92.6%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 92.6%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">59,040</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">54,331 ahead</span></div></td></tr><tr style=\"--partyColor: #00268f;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Democrat\"></span> <span class=\"name\" data-testid=\"candidate-name\">Davis</span>  </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">7.4%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 7.4%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">4,709</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 99%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> </tbody></table></div></div>\\n  <div data-uri=\"cms.cnn.com/_components/politics-results-list/instances/electioncenter_2024_20240305_AL_overview_results_AL_us-house_republican-party@published\" class=\"politics-results-list\" data-editable=\"settings\" data-state=\"{&quot;_ref&quot;:&quot;cms.cnn.com/_components/politics-results-list/instances/electioncenter_2024_20240305_AL_overview_results_AL_us-house_republican-party@published&quot;,&quot;feedUrl&quot;:&quot;https://politics.api.cnn.io/results/cd-races/2024-HR-AL.json&quot;,&quot;__fields&quot;:{&quot;status&quot;:&quot;active-updated&quot;,&quot;created_at&quot;:&quot;Tue, 05 Mar 2024 13:07:27 GMT&quot;,&quot;updated_at&quot;:&quot;Wed, 27 Mar 2024 16:38:03 GMT&quot;},&quot;stateSlug&quot;:&quot;alabama&quot;,&quot;description&quot;:&quot;Click the House district name for the full results.&quot;,&quot;linkPattern&quot;:&quot;/election/2024/primaries-and-caucuses/results/{stateSlug}/republican-party/us-house-district-{district}&quot;,&quot;resultsList&quot;:[{&quot;title&quot;:&quot;House 1: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:20073840,&quot;lastName&quot;:&quot;Moore&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Barry&quot;,&quot;fullName&quot;:&quot;Barry Moore&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20073861,&quot;lastName&quot;:&quot;Carl&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Jerry&quot;,&quot;fullName&quot;:&quot;Jerry Carl&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:20073840,&quot;lastName&quot;:&quot;Moore&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Barry&quot;,&quot;fullName&quot;:&quot;Barry Moore&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:true,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:1,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;REP&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 2: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:20077280,&quot;lastName&quot;:&quot;Brewbaker&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:true,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Dick&quot;,&quot;fullName&quot;:&quot;Dick Brewbaker&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077281,&quot;lastName&quot;:&quot;Dobson&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:true,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Caroleene&quot;,&quot;fullName&quot;:&quot;Caroleene Dobson&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077347,&quot;lastName&quot;:&quot;Albritton&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Greg&quot;,&quot;fullName&quot;:&quot;Greg Albritton&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077350,&quot;lastName&quot;:&quot;Shepperson&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Stacey&quot;,&quot;fullName&quot;:&quot;Stacey Shepperson&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077349,&quot;lastName&quot;:&quot;Harris&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Hampton&quot;,&quot;fullName&quot;:&quot;Hampton Harris&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077351,&quot;lastName&quot;:&quot;Thomas&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Belinda&quot;,&quot;fullName&quot;:&quot;Belinda Thomas&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077348,&quot;lastName&quot;:&quot;Gilberry&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Wallace&quot;,&quot;fullName&quot;:&quot;Wallace Gilberry&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20074781,&quot;lastName&quot;:&quot;DuPriest&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Karla&quot;,&quot;fullName&quot;:&quot;Karla DuPriest&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:&quot;&quot;,&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:2,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;REP&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 3: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:1161,&quot;lastName&quot;:&quot;Rogers&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Mike&quot;,&quot;fullName&quot;:&quot;Mike Rogers&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077283,&quot;lastName&quot;:&quot;Newell&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Bryan&quot;,&quot;fullName&quot;:&quot;Bryan Newell&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077282,&quot;lastName&quot;:&quot;Bevels&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Barron Rae&quot;,&quot;fullName&quot;:&quot;Barron Rae Bevels&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:1161,&quot;lastName&quot;:&quot;Rogers&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Mike&quot;,&quot;fullName&quot;:&quot;Mike Rogers&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:3,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;REP&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 4: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:17,&quot;lastName&quot;:&quot;Aderholt&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Robert&quot;,&quot;fullName&quot;:&quot;Robert Aderholt&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077284,&quot;lastName&quot;:&quot;Holcomb&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Justin&quot;,&quot;fullName&quot;:&quot;Justin Holcomb&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:17,&quot;lastName&quot;:&quot;Aderholt&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Robert&quot;,&quot;fullName&quot;:&quot;Robert Aderholt&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:4,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;REP&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 5: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:20074504,&quot;lastName&quot;:&quot;Strong&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Dale&quot;,&quot;fullName&quot;:&quot;Dale Strong&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:20074504,&quot;lastName&quot;:&quot;Strong&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Dale&quot;,&quot;fullName&quot;:&quot;Dale Strong&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:false,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:false,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:5,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;REP&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 6: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:63532,&quot;lastName&quot;:&quot;Palmer&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Gary&quot;,&quot;fullName&quot;:&quot;Gary Palmer&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077286,&quot;lastName&quot;:&quot;Wilkins&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Gerrick&quot;,&quot;fullName&quot;:&quot;Gerrick Wilkins&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077285,&quot;lastName&quot;:&quot;McFeeters&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Ken&quot;,&quot;fullName&quot;:&quot;Ken McFeeters&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:63532,&quot;lastName&quot;:&quot;Palmer&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:true,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Gary&quot;,&quot;fullName&quot;:&quot;Gary Palmer&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:6,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;REP&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;title&quot;:&quot;House 7: Alabama&quot;,&quot;candidates&quot;:[{&quot;id&quot;:20074975,&quot;lastName&quot;:&quot;Horn&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Christian&quot;,&quot;fullName&quot;:&quot;Christian Horn&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},{&quot;id&quot;:20077288,&quot;lastName&quot;:&quot;Litaker&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Robin&quot;,&quot;fullName&quot;:&quot;Robin Litaker&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;winner&quot;:{&quot;id&quot;:20074975,&quot;lastName&quot;:&quot;Horn&quot;,&quot;party&quot;:&quot;rep&quot;,&quot;incumbent&quot;:false,&quot;isRunoffCandidate&quot;:false,&quot;winner&quot;:&quot;&quot;,&quot;votePercent&quot;:&quot;&quot;,&quot;votePercentStr&quot;:&quot;&quot;,&quot;voteStr&quot;:&quot;&quot;,&quot;isDroppedOut&quot;:false,&quot;partyName&quot;:&quot;Republican&quot;,&quot;voteNum&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Christian&quot;,&quot;fullName&quot;:&quot;Christian Horn&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;regularDelegates&quot;:&quot;&quot;,&quot;electoralVotes&quot;:&quot;&quot;},&quot;percentReportingStr&quot;:&quot;&quot;,&quot;lastUpdatedTimestamp&quot;:&quot;&quot;,&quot;isSwitch&quot;:&quot;&quot;,&quot;isKeyRace&quot;:false,&quot;keyRaceFlagText&quot;:&quot;Key Race&quot;,&quot;droppedOutFlagText&quot;:&quot;DROPPED OUT&quot;,&quot;showUpdatedTimestamp&quot;:true,&quot;isBallotMeasure&quot;:false,&quot;ahead&quot;:&quot;&quot;,&quot;showAheadCount&quot;:true,&quot;status&quot;:&quot;&quot;,&quot;jurisdictionCode&quot;:7,&quot;isCountyRace&quot;:false,&quot;winnerBopPartyId&quot;:&quot;REP&quot;,&quot;electoralVotes&quot;:&quot;&quot;}],&quot;componentKey&quot;:&quot;2024primaries-HR-AL-*-ResultsList&quot;,&quot;titleOverride&quot;:&quot;Republican House Districts: Alabama&quot;,&quot;featureFlagUrl&quot;:&quot;https://politics-static.cnn.io/2021/feature-flags/2024primaries.json&quot;,&quot;numberOfCandidates&quot;:2,&quot;componentVariation&quot;:&quot;politics-results-list&quot;}\" data-key=\"2024primaries-HR-AL-*-ResultsList\"><div class=\"results-list-1UdYAS cnn-pcl-3f3tda\"><article class=\"results-list__article-2qT-gK cnn-pcl-3f3tda\"><h2 class=\"results-list__title-7vhqrQ cnn-pcl-3f3tda\">Republican House Districts: Alabama</h2> <p class=\"results-list__description-LsIC2Y cnn-pcl-3f3tda\">Click the House district name for the full results.</p></article> <table aria-label=\"district-results\" class=\"cnn-pcl-3f3tda\"><thead class=\"cnn-pcl-3f3tda\"><tr class=\"cnn-pcl-3f3tda\"><th class=\"cnn-pcl-3f3tda\">District</th> <th class=\"cnn-pcl-3f3tda\">Leading candidate(s)</th> <th class=\"col-percent cnn-pcl-3f3tda\">%</th> <th class=\"col-bar-graph-2i-5mJ cnn-pcl-3f3tda\"></th> <th class=\"cnn-pcl-3f3tda\">Votes</th></tr></thead> <tbody><tr style=\"--partyColor: #7A0000;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-party/us-house-district-1\">AL 1</a> <div class=\"key-race-3vt56S cnn-pcl-310bxq\" data-testid=\"key-race\">Key Race</div></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Moore</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#7A0000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"incumbent-3R9HEl cnn-pcl-310bxq\" data-testid=\"incumbent\">Incumbent</span></td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">57.7%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 57.7%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">53,956</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">14,462 ahead</span></div></td></tr><tr style=\"--partyColor: #B1231C;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Carl</span>  </span> <span class=\"incumbent-3R9HEl cnn-pcl-310bxq last-1WWZ67\" data-testid=\"incumbent\">Incumbent</span></td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">42.3%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 42.3%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">39,494</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 87%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #7A0000;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-party/us-house-district-2\">AL 2</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Brewbaker</span>  <div data-testid=\"tooltip\" aria-label=\"Advancing to runoff\" title=\"\"><span data-testid=\"runoff\" class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16px\" height=\"16px\" aria-label=\"Going to runoff\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"runoff\"><g id=\"Page-1\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"Runoffs-&amp;-Special-Elections\" transform=\"translate(-778.000000, -529.000000)\"><g id=\"Group-8\" transform=\"translate(778.000000, 529.000000)\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#6E6E6E\"></path><path d=\"M9.61055539,7.23397401 L9.61055539,5.15476062 C9.61055539,5.04532834 9.83090724,4.93589605 9.83090724,5.04532834 L12.9158331,7.78113543 C13.0280556,7.9057572 13.0280556,8.0942428 12.9158331,8.21886457 L9.83090724,10.9546717 C9.72073131,11.0641039 9.61055539,10.9546717 9.61055539,10.8452394 L9.61055539,8.6565937 L3.66105554,8.6565937 C3.30743074,8.63047086 3.02630036,8.35123799 3,8 C3.02630036,7.64876201 3.30743074,7.36952914 3.66105554,7.3434063 L9.61055539,7.3434063 L9.61055539,7.23397401 L9.61055539,7.23397401 L9.61055539,7.23397401 Z\" id=\"Combined-Shape-2\" fill=\"#FFFFFF\"></path></g></g></g></svg></span></div></span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">37.0%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 37%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">22,589</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">7,487 ahead</span></div></td></tr><tr style=\"--partyColor: #E34D47;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Dobson</span>  <div data-testid=\"tooltip\" aria-label=\"Advancing to runoff\" title=\"\"><span data-testid=\"runoff\" class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16px\" height=\"16px\" aria-label=\"Going to runoff\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"runoff\"><g id=\"Page-1\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"Runoffs-&amp;-Special-Elections\" transform=\"translate(-778.000000, -529.000000)\"><g id=\"Group-8\" transform=\"translate(778.000000, 529.000000)\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#6E6E6E\"></path><path d=\"M9.61055539,7.23397401 L9.61055539,5.15476062 C9.61055539,5.04532834 9.83090724,4.93589605 9.83090724,5.04532834 L12.9158331,7.78113543 C13.0280556,7.9057572 13.0280556,8.0942428 12.9158331,8.21886457 L9.83090724,10.9546717 C9.72073131,11.0641039 9.61055539,10.9546717 9.61055539,10.8452394 L9.61055539,8.6565937 L3.66105554,8.6565937 C3.30743074,8.63047086 3.02630036,8.35123799 3,8 C3.02630036,7.64876201 3.30743074,7.36952914 3.66105554,7.3434063 L9.61055539,7.3434063 L9.61055539,7.23397401 L9.61055539,7.23397401 L9.61055539,7.23397401 Z\" id=\"Combined-Shape-2\" fill=\"#FFFFFF\"></path></g></g></g></svg></span></div></span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">24.8%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 24.8%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">15,102</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 99%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #ff4a43;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-party/us-house-district-3\">AL 3</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Rogers</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#ff4a43\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"incumbent-3R9HEl cnn-pcl-310bxq\" data-testid=\"incumbent\">Incumbent</span></td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">81.9%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 81.9%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">71,242</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">60,316 ahead</span></div></td></tr><tr style=\"--partyColor: #B1231C;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Newell</span>  </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">12.5%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 12.5%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">10,926</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 95%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #ff4a43;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-party/us-house-district-4\">AL 4</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Aderholt</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#ff4a43\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"incumbent-3R9HEl cnn-pcl-310bxq\" data-testid=\"incumbent\">Incumbent</span></td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">79.7%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 79.7%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">88,976</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">66,295 ahead</span></div></td></tr><tr style=\"--partyColor: #7A0000;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Holcomb</span>  </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">20.3%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 20.3%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">22,681</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 92%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #ff4a43;\" class=\"cnn-pcl-310bxq first-2FZOl4 last-1WWZ67\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-party/us-house-district-5\">AL 5</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Strong</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#ff4a43\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"incumbent-3R9HEl cnn-pcl-310bxq last-1WWZ67\" data-testid=\"incumbent\">Incumbent</span></td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">0.0%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 0%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">0</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 0%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #ff4a43;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-party/us-house-district-6\">AL 6</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Palmer</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#ff4a43\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> <span class=\"incumbent-3R9HEl cnn-pcl-310bxq\" data-testid=\"incumbent\">Incumbent</span></td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">83.2%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 83.2%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">76,488</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">66,787 ahead</span></div></td></tr><tr style=\"--partyColor: #B1231C;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Wilkins</span>  </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">10.6%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 10.6%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">9,701</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 82%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> <tr style=\"--partyColor: #7A0000;\" class=\"cnn-pcl-310bxq first-2FZOl4\"><td class=\"col-district-name-1JoDZf cnn-pcl-310bxq\"><a href=\"/election/2024/primaries-and-caucuses/results/alabama/republican-party/us-house-district-7\">AL 7</a> </td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Horn</span> <span class=\"candidate-icon-indicator-1Eq5wI cnn-pcl-310bxq\"><svg width=\"16\" height=\"16\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#7A0000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">58.2%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 58.2%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">18,100</span> <span class=\"ahead-count-Y0vCF9 cnn-pcl-310bxq\" data-testid=\"aheadcount\">5,110 ahead</span></div></td></tr><tr style=\"--partyColor: #B1231C;\" class=\"cnn-pcl-310bxq last-1WWZ67\"><td class=\"cnn-pcl-310bxq\"></td> <td class=\"col-candidate-name-R5KKUj cnn-pcl-310bxq\"><span class=\"cnn-pcl-310bxq\"><span class=\"col-party-dot-1iztIu cnn-pcl-310bxq\" role=\"img\" aria-label=\"Republican\"></span> <span class=\"name\" data-testid=\"candidate-name\">Litaker</span>  </span> </td> <td class=\"col-vote-percent-1X7T6A cnn-pcl-310bxq\" data-testid=\"votepercent\">41.8%</td> <td class=\"col-bar-graph-Pj2xgD cnn-pcl-310bxq\" data-testid=\"bargraph-results-list\"><div class=\"bar-graph-3ElJOk cnn-pcl-310bxq\"><span data-testid=\"votebar\" style=\"width: 41.8%;\" class=\"cnn-pcl-310bxq\"></span></div></td> <td class=\"col-votes-37xqqZ cnn-pcl-310bxq\"><div class=\"vote-count-1TX3KN cnn-pcl-310bxq\"><span data-testid=\"votes\">12,990</span> </div></td></tr> <tr class=\"results-list-footer-1gfzF_ cnn-pcl-19hnj0w\"><td colspan=\"5\" class=\"cnn-pcl-19hnj0w\"><div class=\"race-footer-info cnn-pcl-19hnj0w\"><span class=\"reporting-srbBg7 cnn-pcl-19hnj0w\" data-testid=\"percentreporting\">Est. vote in: 63%</span> <span class=\"next-update-K9Q1kO cnn-pcl-19hnj0w\" data-testid=\"nextupdate\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></div></td></tr> </tbody></table></div></div>\\n  <div data-uri=\"cms.cnn.com/_components/zone/instances/clti16yh800003b6htunlbspm@published\" data-analytics-collection=\"zone\" data-selective-publishing=\"true\" class=\"zone zone--t-light \" data-collapsed-text=\"\">\\n  <div class=\"zone__inner has-pseudo-class-fix-layout--full-width\">\\n\\n      <div class=\"zone__kicker\" data-editable=\"kicker\">\\n      </div>\\n\\n\\n    <div class=\"zone__items layout--full-width\" data-editable=\"items\" data-reorderable-component=\"items\">\\n          </div>\\n      <div class=\"zone__ads\">\\n            <div data-uri=\"cms.cnn.com/_components/ad-slot/instances/clti16yo500023b6hak8bosxk@published\" class=\"ad-slot\" data-path=\"main/section[0]/items/zone[1]/ads\" data-desktop-slot-id=\"ad_bnr_btf_02\" data-mobile-slot-id=\"ad_rect_btf_01\" data-unselectable=\"true\"><div id=\"ad_bnr_btf_02\" class=\"ad\"></div>\\n        <div class=\"ad-slot__feedback ad-feedback-link-container\">\\n            <div class=\"ad-slot__ad-label\"></div>\\n             \\n  <div data-ad-type=\"DISPLAY\" data-ad-identifier=\"ad_bnr_btf_02\" class=\"ad-feedback-link\">\\n    <div class=\"ad-feedback-link__label\">Ad Feedback</div>\\n  </div>\\n            \\n        </div>\\n    </div>\\n\\n      </div>\\n  </div>\\n</div>\\n\\n  <h3 class=\"subheader\" data-editable=\"text\" data-uri=\"cms.cnn.com/_components/subheader/instances/cltdj566a001e3b6hry7uecdy@published\" data-component-name=\"subheader\" id=\"presidential-primary-and-caucus-winners\" data-article-gutter=\"true\">\\n    Presidential primary and caucus winners\\n</h3>\\n\\n  <div data-uri=\"cms.cnn.com/_components/zone/instances/cltxf6rt100003b6hky3ks7xh@published\" data-analytics-collection=\"zone\" data-selective-publishing=\"true\" class=\"zone zone--t-light \" data-collapsed-text=\"\">\\n  <div class=\"zone__inner has-pseudo-class-fix-layout--full-width\">\\n\\n      <div class=\"zone__kicker\" data-editable=\"kicker\">\\n      </div>\\n\\n\\n    <div class=\"zone__items layout--full-width\" data-editable=\"items\" data-reorderable-component=\"items\">\\n        <div data-uri=\"cms.cnn.com/_components/dropdown-navigation/instances/cltdj6adb001j3b6h8us1k15u@published\" class=\"dropdown-navigation dropdown-navigation\" data-article-gutter=\"true\">\\n  <nav class=\"dropdown-navigation__wrapper\">\\n    <select class=\"dropdown-navigation__select\">\\n      <option class=\"formfield-dropdown__item\" value=\"\" disabled=\"\" selected=\"\" hidden=\"\">Browse all state results</option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/alabama\">\\n          Alabama\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/alaska\">\\n          Alaska\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/american-samoa\">\\n          American Samoa\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/arizona\">\\n          Arizona\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/arkansas\">\\n          Arkansas\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/california\">\\n          California\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/colorado\">\\n          Colorado\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/democrats-abroad/democratic-presidential-primary\">\\n          Democrats Abroad\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/district-of-columbia/republican-presidential-primary\">\\n          District of Columbia\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/florida/\">\\n          Florida\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/georgia\">\\n          Georgia\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/guam/republican-presidential-primary\">\\n          Guam\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/hawaii\">\\n          Hawaii\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/idaho/republican-presidential-caucuses\">\\n          Idaho\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/illinois\">\\n          Illinois\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/iowa\">\\n          Iowa\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/kansas\">\\n          Kansas\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/maine\">\\n          Maine\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/massachusetts\">\\n          Massachusetts\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/michigan\">\\n          Michigan\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/minnesota\">\\n          Minnesota\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/mississippi\">\\n          Mississippi\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/missouri/republican-presidential-caucuses\">\\n          Missouri\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/nevada\">\\n          Nevada\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/new-hampshire\">\\n          New Hampshire\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/north-carolina\">\\n          North Carolina\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/north-dakota/republican-presidential-caucuses\">\\n          North Dakota\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/northern-mariana-islands/\">\\n          Northern Mariana Islands\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/ohio\">\\n          Ohio\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/oklahoma\">\\n          Oklahoma\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/south-carolina\">\\n          South Carolina\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/tennessee\">\\n          Tennessee\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/texas\">\\n          Texas\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/us-virgin-islands/republican-presidential-caucuses\">\\n          US Virgin Islands\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/utah\">\\n          Utah\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/vermont\">\\n          Vermont\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/virginia\">\\n          Virginia\\n        </option>\\n        <option class=\"dropdown-navigation__item\" value=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/washington\">\\n          Washington\\n        </option>\\n    </select>\\n    <svg class=\"icon-ui-caret-down-thick\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M21.334 6.297c-.654-.498-1.6-.34-2.169.252l-7.149 7.438a.022.022 0 01-.033 0l-7.142-7.43c-.573-.597-1.528-.759-2.183-.254-.81.623-.873 1.833-.187 2.546l8.28 8.614a1.722 1.722 0 002.498 0l8.28-8.614c.687-.716.622-1.93-.195-2.552\"></path></svg>\\n\\n  </nav>\\n</div>\\n\\n    </div>\\n      <div class=\"zone__ads\">\\n            <div data-uri=\"cms.cnn.com/_components/ad-slot/instances/cltxf6str00013b6hd17nbs61@published\" class=\"ad-slot\" data-path=\"main/section[0]/items/zone[2]/ads\" data-desktop-slot-id=\"ad_bnr_btf_03\" data-mobile-slot-id=\"ad_rect_btf_02\" data-unselectable=\"true\"><div id=\"ad_bnr_btf_03\" class=\"ad\"></div>\\n        <div class=\"ad-slot__feedback ad-feedback-link-container\">\\n            <div class=\"ad-slot__ad-label\"></div>\\n             \\n  <div data-ad-type=\"DISPLAY\" data-ad-identifier=\"ad_bnr_btf_03\" class=\"ad-feedback-link\">\\n    <div class=\"ad-feedback-link__label\">Ad Feedback</div>\\n  </div>\\n            \\n        </div>\\n    </div>\\n\\n      </div>\\n  </div>\\n</div>\\n\\n  <div data-uri=\"cms.cnn.com/_components/product-zone/instances/cltdjl4g7003o3b6hd7ah6zi2@published\" data-analytics-collection=\"zone\" data-selective-publishing=\"true\" class=\"product-zone product-zone product-zone--t-light \" data-collapsed-text=\"\">\\n  <div class=\"product-zone__inner has-pseudo-class-fix-layout--balanced-2\">\\n    <div class=\"product-zone__items layout--balanced-2\" data-editable=\"items\" data-reorderable-component=\"items\">\\n        <div data-uri=\"cms.cnn.com/_components/politics-multi-map-lite/instances/cltdjl4g8003q3b6hvgnslj06@published\" class=\"politics-multi-map-lite\" data-editable=\"settings\" 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481.78 388.4 481.82 388.65 481.95 388.8 482.27 388.95 482.67 389.27 482.88 389.54 482.9 389.83 482.79 390.12 482.41 390.65 482.35 390.81 482.36 391.04 482.55 391.27 482.89 391.5 483.35 391.88 483.49 392.18 483.43 392.48 483.22 392.77 483.02 392.91 482.47 393.16 482.47 393.28 483.89 393.21 485.77 393.13 488.66 392.98 489.02 392.97 491.58 392.84 494.41 392.68 497.03 392.54 499.76 392.38 502.81 392.2 502.99 392.18 506.34 391.96 510.28 391.71 511.36 391.63 513.06 391.52 513.15 391.55 513.39 391.44 513.48 391.66 513.38 392.17 513.15 392.48 513.08 392.64 513.21 392.83 513.16 392.93 513.3 393.09 513.22 393.21 512.99 393.25 513.12 393.45 513.06 393.54 512.85 393.54 512.93 393.82 512.79 393.96 512.98 394.12 512.94 394.35 512.73 394.38 512.65 394.8 512.77 394.88 512.32 395.55 512.12 395.93 512.05 396.13 512.16 396.23 512.12 396.38 512.2 396.55 512.07 396.66 512.03 396.83 512.17 396.88 511.91 397.24 512.08 397.37 512.07 397.54 511.93 397.95 512 398.06 512.32 398.32 512.42 398.63 512.42 399.17 512.56 399.27 512.73 399.86 513 399.78 512.93 400.05 512.95 400.21 513.19 400.27 513.36 400.58 513.42 400.82 513.54 400.79 513.59 400.98 513.79 401.03 513.86 401.13 514.16 401.21 514.32 401.47 514.43 401.46 514.57 401.7 514.77 401.79 514.89 401.93 514.88 402.16 514.97 402.36 515.02 402.64 514.94 402.8 515.34 403.44 515.44 403.71 515.92 404.01 515.94 404.36 516.01 404.49 515.79 404.63 515.8 404.86 515.69 404.95 515.97 405.15 515.99 405.58 516.26 405.75 516.3 405.86 516.27 406.13 516.35 406.27 516.54 406.33 516.77 406.61 516.92 406.87 517.1 406.97 517.35 406.85 517.47 406.7 517.69 406.66 517.85 406.91 517.75 406.99 517.62 406.91 517.31 406.97 517.13 407.12 517.1 407.35 516.86 407.56 516.24 407.47 516.14 407.72 515.99 407.85 515.75 408.25 515.38 408.54 515.34 409.1 515.13 409.2 514.76 409.27 514.6 409.43 514.58 409.58 514.87 410.03 514.75 410.15 514.61 410.17 514.34 409.92 514.01 409.75 513.58 409.76 513.18 409.81 512.75 410.3 512.58 410.63 512.7 411.14 512.86 411.55 512.97 411.73 513.3 411.95 513.78 411.92 514.48 411.64 514.76 411.39 515.01 411.57 514.5 411.92 514.56 412.35 514.99 412.66 515.26 412.95 515.54 413.05 515.82 413.05 515.93 413.12 516.44 413.08 516.78 412.93 517.06 412.73 517.13 412.54 517.07 412 517.23 411.76 517.22 411.45 517.38 411.14 517.36 410.87 517.18 410.6 517.24 410.48 517.51 410.42 517.91 410.07 518.59 409.6 518.47 409.17 518.53 408.97 518.72 408.89 519.01 409.03 519.14 409.16 519.33 409.1 519.57 409.26 519.38 409.38 519.41 409.49 519.6 409.6 519.83 409.39 520.24 409.21 520.45 409.28 520.4 409.52 520.28 409.63 520.02 409.67 520.1 410.04 519.98 410.04 519.89 409.79 519.74 409.92 519.61 409.7 519.38 409.82 519.33 410.04 519.19 410.31 519.27 410.39 519.44 410.31 519.61 410.42 519.56 410.57 519.62 410.74 519.76 410.78 519.81 410.93 520.28 410.9 520.24 411.07 520.4 411.25 520.55 411.3 520.67 411.97 520.79 412.23 520.96 412.24 521.07 412.01 521.03 411.84 521.19 411.83 521.36 411.91 521.46 411.69 521.61 411.61 521.89 411 522 410.85 522.11 410.58 522.23 410.49 522.22 410.26 522.69 410.17 522.63 410.39 522.72 410.53 523.03 410.57 523.07 410.63 522.84 411.34 522.23 411.46 521.98 411.63 521.67 411.97 521.54 412.24 521.26 412.37 521.39 412.56 521.75 412.37 522.12 412.38 522.61 412.25 522.93 412.21 522.95 412.33 522.74 412.43 522.57 412.58 522.39 412.94 522.23 412.92 522.09 412.69 521.88 412.66 521.89 412.8 521.75 412.91 521.96 413.07 521.69 413.22 521.83 413.41 521.58 413.49 521.41 413.25 521.52 413.11 521.33 413 520.96 413.1 520.63 413.23 520.6 413.32 520.72 413.57 521 413.46 521.22 413.56 521.08 413.78 521.12 413.97 521.33 414 521.48 414.22 521.79 414.23 521.95 414.12 522.01 413.97 522.19 413.91 522.25 414.16 522.26 414.52 522.04 414.69 521.87 414.62 521.55 414.32 521.2 414.28 520.98 414.41 520.82 414.2 520.51 414.2 520.43 414.29 520.43 414.59 520.18 414.94 519.98 415.18 520.08 415.35 520.02 415.44 520.03 415.71 520.44 416.03 520.61 415.99 520.77 416.28 520.5 416.27 520.15 415.99 519.9 416.31 519.87 416.51 520.04 416.79 519.85 416.88 519.52 416.91 519.4 416.51 519.53 416.37 519.42 416.01 519.27 415.88 519.11 415.64 518.9 415.69 518.65 415.52 518.44 415.55 518.57 416.01 518.5 416.53 518.41 416.71 518.56 416.83 518.75 416.86 518.91 417.18 518.62 417.18 518.47 416.98 518.09 416.97 517.85 416.88 517.57 416.98 517.4 417.21 516.97 417.38 516.76 417.24 516.27 417.23 516.33 417.41 516.56 417.55 516.82 417.53 516.76 417.68 516.99 417.87 517.05 418.05 517.21 418.11 517.19 418.31 516.87 418.13 516.73 418.15 516.71 417.86 516.5 417.62 516.08 417.62 515.92 417.67 515.97 417.82 516.14 417.95 516.19 418.35 516.54 418.35 516.69 418.56 516.34 418.79 516.1 418.75 516 418.84 516.08 418.98 516.03 419.1 516.15 419.32 516.49 419.4 516.5 419.58 516.81 419.92 517 419.93 517.34 420.15 517.6 420.05 518 420.03 518.05 420.23 517.98 420.39 518.33 420.74 518.62 420.81 518.57 420.98 518.67 421.34 518.89 421.5 518.95 421.71 518.54 421.7 518.38 421.61 518.26 421.89 518.51 421.92 518.65 422.03 519.09 422.08 519.77 421.67 520 421.82 520.32 421.89 520.59 421.87 520.48 422.06 520.61 422.09 520.83 422.02 520.83 421.89 521.23 421.82 521.53 421.89 521.63 421.97 522.03 421.91 521.86 422.22 522.02 422.39 522.32 422.38 522.48 422.25 522.44 422.07 522.31 421.94 522.28 421.74 522.42 421.74 522.61 422.08 522.77 422.1 523.13 422.4 523.23 422.41 523.39 422.65 523.48 422.91 523.81 423.24 523.98 423.05 524.04 422.84 524.34 422.44 524.65 422.55 524.73 422.74 524.82 422.79 524.98 423.18 525.12 423.3 525.41 423.38 525.53 423.6 525.49 423.68 525.62 423.85 525.88 424.08 525.8 424.26 525.84 424.45 525.67 424.49 525.74 424.7 525.9 424.71 525.94 424.84 525.84 425.05 526.16 425.07 526.29 425.29 526.42 425.14 526.7 425.15 526.94 425.04 527.08 424.88 527.27 424.81 527.42 424.68 527.79 425.21 527.84 425.33 527.74 425.51 527.6 425.41 527.11 425.29 527.06 425.56 526.58 425.59 526.43 425.69 526.23 425.72 526.07 425.84 526.17 426.09 526.34 426.22 526.88 426.28 527.31 426.21 527.07 426.79 526.92 427.1 526.69 426.76 526.46 426.61 526.26 426.65 526.23 426.75 526.24 427.1 526.11 427.47 525.87 427.55 525.6 427.57 525.58 427.85 525.63 428.14 525.48 428.52 525.61 428.67 525.78 429.07 525.61 429.16 525.52 429 524.47 428.57 524.41 428.47 524.49 428.13 524.37 427.78 524.01 427.42 523.84 427.46 523.79 427.6 523.83 427.81 523.74 427.94 523.35 428.07 522.86 428.78 522.57 429.06 522.11 429.7 522.11 429.84 521.89 430.02 521.47 430.52 521.24 430.5 521.48 430.06 521.51 429.75 521.69 429.48 521.8 429.4 521.96 429.17 522.24 428.6 522.22 428.33 522.4 428.28 522.34 428.05 522.73 428.03 522.88 427.76 522.81 427.45 522.95 427.42 522.93 427.05 522.78 426.88 522.95 426.81 523.03 426.55 523.31 426.46 523.24 426.04 523.3 425.78 522.96 425.32 522.74 425.25 522.56 425.29 522.41 425.51 522.48 425.77 522.41 426.31 522.12 426.7 521.46 426.86 521.31 426.87 520.99 426.6 520.82 426.5 520.45 425.82 519.99 425.36 519.8 425.23 518.88 424.89 517.7 424.63 517.71 424.5 517.55 424.37 517.38 424.36 517.09 423.97 516.56 424.04 515.63 423.81 514.69 423.74 514.14 423.71 513.67 423.66 513.8 423.41 513.77 423.2 513.89 423.14 513.92 422.95 514.07 422.9 514.31 422.96 514.34 423.15 514.53 423.42 514.87 423.24 515.02 422.97 515.57 422.79 516.19 422.73 516.52 422.59 516.86 422.35 516.99 422.4 517.29 422.89 517.74 422.68 517.48 422.09 517.26 421.99 516.99 421.94 516.9 421.78 516.76 421.71 516.76 421.99 516.47 422.11 516.04 422.1 515.69 422.2 515.52 422.18 514.83 422.24 514.79 422.07 514.42 421.85 514.04 422.08 513.83 421.8 513.53 421.7 513.55 421.43 513.63 421.11 513.94 420.94 513.58 420.68 513.32 420.68 513.15 420.8 513.14 421.09 513 421.29 512.97 421.45 512.84 421.5 512.71 421.31 512.48 421.43 512.46 421.29 512.24 421.28 512 421.46 511.8 421.1 511.59 421.15 511.4 421.05 511.03 421.31 511.22 421.54 511.41 421.65 511.17 422.04 511.16 422.16 510.91 422.22 510.95 422.43 510.83 422.69 510.47 422.79 510.28 422.93 510.36 423.14 510.54 423.09 510.74 423.17 510.85 422.92 511.03 422.84 511.23 423.07 511.39 423.15 511.31 423.38 510.9 423.37 510.72 423.24 510.49 423.37 510.39 423.6 510.4 423.79 510.49 424.15 510.8 424.19 510.86 424.3 510.78 424.45 510.55 424.57 510.3 424.51 510.13 424.34 509.82 424.34 509.59 424.57 509.5 424.76 509.38 424.79 509.31 424.96 509.36 425.17 509.48 425.44 509.78 425.62 509.92 425.79 509.96 425.96 510.16 425.99 510.36 425.94 510.5 426.02 510.8 425.71 510.91 425.49 511.05 425.44 511.12 425.17 511.23 425.14 511.37 424.9 511.56 424.97 511.61 424.85 511.95 424.83 511.82 425.06 510.81 425.8 510.51 426.14 510.37 426.35 510.11 426.52 509.64 426.89 509.31 427.19 508.44 427.87 508.19 428.12 507.6 428.46 507.17 428.3 507.18 428.04 507.39 428.03 507.36 427.68 507.02 427.42 507.12 427.34 506.93 427.19 506.91 427 506.76 426.78 506.86 426.63 506.8 426.52 506.87 426.36 506.56 426.16 506.48 425.95 506.38 425.89 506.3 425.62 505.98 425.05 505.73 425.03 505.34 424.74 505.35 424.57 505.16 424.44 505.03 424.57 504.8 424.69 504.8 425.04 504.9 425.23 504.77 425.38 504.68 425.37 504.62 425.66 504.46 425.71 504.41 425.51 504.53 425.4 504.45 425.07 504.44 424.87 504.52 424.65 504.43 424.4 504.28 424.34 503.96 424.06 503.86 423.75 503.68 423.69 503.43 423.82 503.36 423.94 503.52 424.23 503.46 424.37 503.29 424.49 503.29 424.65 503.09 424.82 502.86 424.79 502.64 424.59 502.51 424.66 502.19 424.66 502.12 424.8 501.97 424.85 501.85 425.02 501.63 424.68 501.44 424.51 501.1 424.72 501.08 425 501.3 425.32 501.25 425.8 501.38 425.89 501.68 425.92 501.57 426.1 501.2 425.92 500.87 426.01 501.05 426.23 500.96 426.41 500.56 426.45 500.45 426.78 500.44 427.05 500.38 427.27 499.94 427.25 499.79 427.42 499.86 427.6 499.75 427.9 499.68 428.2 499.48 428.28 499.4 428.38 499.19 428.02 498.98 428.05 498.84 428.39 498.53 428.4 498.37 428.6 498.13 428.61 498.04 428.86 497.91 428.89 497.91 429.39 497.37 429.45 497.1 429.31 496.94 428.92 496.77 428.86 496.8 428.71 496.43 428.43 496.4 428.28 496.22 428.18 496.24 428.05 495.94 427.96 495.54 427.64 495.57 427.56 495.37 427.45 495.18 427.27 494.8 427.53 494.52 427.56 494.34 427.52 494.06 427.3 494.04 427.05 493.85 426.89 493.72 426.96 493.63 427.23 493.43 427.41 493.18 427.27 492.92 427.28 492.61 426.96 492.31 426.77 492.19 426.83 491.87 426.75 491.48 426.77 490.88 426.72 489.97 426.39 489.63 426.24 489.38 426.02 489.16 425.75 488.79 425.38 488.81 425.29 489.13 425.33 489.45 425.22 489.54 425.02 489.78 424.77 489.75 424.58 489.91 424.22 490.31 424.03 490.33 424.29 490.6 424.65 490.62 424.8 490.76 424.86 491.07 425.22 491.24 425.11 491.41 424.9 491.58 424.82 491.67 424.94 491.57 425.13 491.55 425.4 491.6 425.52 491.54 425.68 491.68 426.17 491.58 426.48 491.83 426.36 491.98 426.38 492.03 426.19 492.29 426.25 492.47 426.04 492.4 425.8 492.2 425.62 492.31 425.43 492.41 425.13 492.36 424.95 492.25 424.83 492.26 424.62 492.14 424.48 491.84 424.42 491.85 424.26 491.65 424.13 491.37 424.09 491.02 423.88 490.97 423.62 490.86 423.52 490.64 423.49 490.65 423.3 490.74 423.03 490.58 422.74 490.38 422.75 490.24 422.86 490.06 422.68 489.89 422.9 489.77 423.21 489.5 423.43 489.25 423.25 488.74 423.69 488.67 423.27 488.78 423.02 488.43 423.11 488.46 422.7 488.36 422.5 488.43 422.4 488.69 422.33 488.66 422.15 488.84 422.09 488.83 421.94 488.54 422 488.2 422.16 488.53 421.79 488.35 421.7 488.25 421.55 488.23 421.4 487.87 421.43 487.84 421.55 487.69 421.6 487.64 421.73 487.43 421.92 487.26 421.98 487.16 421.91 486.55 422.3 486.3 421.85 486.11 421.77 486.08 421.34 485.83 421.22 485.9 421.02 485.56 421.21 485.29 421.25 485.26 421.18 485.4 420.91 485.33 420.67 485.19 420.54 485.21 420.17 485.08 419.93 484.84 419.22 484.45 419.17 483.66 419.41 483.3 419.3 483.47 419.18 483.68 418.6 483.63 418.37 483.67 418.04 483.73 417.92 483.74 417.67 483.64 417.37 483.53 417.27 483.19 417.2 482.78 417.21 482.38 417.29 482.11 417.41 481.71 417.18 481.45 417.2 481.12 417.29 480.13 417.82 479.84 418.06 479.4 417.93 479.75 417.65 479.76 417.44 479.67 417.35 479.39 417.33 479.35 417.16 479.52 417.06 479.52 416.96 479.74 416.71 480.04 416.77 480.21 416.63 480.25 416.29 480.21 416.05 480.1 415.89 480.09 415.74 479.57 415.82 479.24 415.66 479.12 415.66 478.83 415.77 478.7 415.99 478.43 415.95 478.33 416.06 478.15 415.95 477.92 415.9 477.81 415.73 477.63 415.86 477.53 416.04 477.68 416.34 477.6 416.48 477.3 416.55 476.98 416.71 476.73 416.8 475.95 417.26 475.43 417.65 474.98 418.11 474.88 417.93 475.05 417.86 475.19 417.71 475.3 417.39 475.15 417.16 474.97 417.13 474.91 417.33 474.74 417.43 474.62 417.24 474.44 417.31 474.52 417.69 473.97 417.45 473.88 417.59 474.05 417.97 474.29 418.13 474.58 418.44 474.89 418.51 475.11 418.43 475.66 418.41 475.68 418.53 475.16 418.97 475.15 419.13 475.29 419.3 475.33 419.5 475.59 419.96 475.7 420.08 476.05 419.85 476.3 419.9 476.66 419.81 476.78 419.67 476.93 419.66 477 419.78 476.48 420.09 476.29 420.28 476.37 420.42 476.75 420.42 476.75 420.55 476.32 420.56 476.19 420.6 475.74 420.53 475.04 420.6 474.67 420.73 474.13 420.99 473.27 421.54 472.8 421.67 472.47 421.69 472.14 421.75 471.18 421.57 470.57 421.48 470.35 421.4 469.72 421.25 468.65 421.13 468.56 421.08 468.21 421.05 468.08 420.8 467.91 420.95 467.51 420.95 467.12 420.88 467.07 420.76 466.89 420.71 466.63 420.77 466.22 420.64 465.93 420.52 465.38 420.37 465.13 420.28 464.76 420.06 464.51 420.02 463.51 419.55 463.27 419.47 461.85 418.82 461.33 418.61 460.88 418.48 460.63 418.48 460.56 418.37 459.67 418.1 459.45 418.07 457.8 417.69 457.19 417.61 456.57 417.58 456.03 417.65 454.99 417.92 454.25 417.86 453.45 417.84 452.91 417.85 452.26 417.9 450.93 418.13 450.19 418.23 449.42 418.37 448.47 418.6 447.8 418.85 447.24 419.15 446.94 419.38 446.86 419.5 446.42 418.87 446.3 418.65 445.99 418.53 445.9 418.33 445.95 418.16 445.82 417.98 445.41 417.73 445.3 417.5 445.31 417.26 445.39 417.08 445.75 416.73 446.21 416.44 446.5 416.2 446.77 415.83 446.89 415.61 447.11 415.1 447.24 414.45 447.47 414.03 447.57 413.76 447.82 413.65 448.08 413.28 448.34 413.1 448.37 412.85 448.64 412.54 448.99 412.42 448.87 412.26 448.7 412.23 448.58 411.97 448.57 411.76 448.72 411.61 448.76 411.46 448.91 411.4 448.93 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595.74 157.94 595.47 158.06 595.3 158.03 595.13 158.18 595.04 158.34 594.99 158.63 595.03 158.82 595.14 158.91 595.48 159 595.54 159.34 595.63 159.56 595.46 159.64 595.12 159.69 594.95 159.77 594.77 160.03 594.51 160.69 594.46 161.14 594.54 161.31 594.54 161.55 594.79 162.01 594.66 162.91 594.64 163.15 594.47 163.44 594.33 163.54 594.18 163.92 594.27 164.05 593.98 164.18 593.8 164.35 593.42 164.55 592.91 164.69 592.42 164.99 592.21 165.21 591.99 165.62 591.89 166.15 591.75 166.6 591.76 167.13 591.8 167.83 592.02 168.52 592.14 168.74 592.04 169.48 591.7 169.57 591.58 169.82 591.29 170.04 591.4 170.41 591.2 170.62 591.35 170.77 591.54 170.73 591.68 170.81 591.67 170.96 591.42 171.32 591.19 171.52 590.97 171.58 590.7 171.9 590.64 172.16 590.72 172.44 590.5 172.57 590.3 172.5 590.13 172.52 589.82 172.8 589.71 173.17 589.71 173.64 589.64 173.85 589.46 173.98 589.25 173.95 589.11 174.09 588.94 174.49 588.83 174.91 588.71 175.1 588.51 175.18 588.43 175.39 588.49 175.91 588.76 176.46 588.74 176.58 588.44 176.7 588.45 176.86 586.47 177.19 584.12 177.6 582.77 177.82 580.82 178.16 580.53 178.2 578.92 178.47 575.75 178.99 572.77 179.44 570.28 179.81 569.49 179.95 569.35 178.72 567 179.01 566.06 179.11 564.19 179.33 562.27 179.54 558.05 180.03 555.46 180.31 552.64 180.6 550.71 180.79 548.77 181 545.19 181.37 543.47 181.54 540.87 181.78 Z M 519.71 75.05 519.85 75.02 520.05 74.85 520.14 74.91 520.4 74.91 520.38 75.18 520.16 75.2 520.03 75.09 519.71 75.05 Z M 498.14 68.16 498.23 68.03 498.62 67.92 498.55 67.76 498.62 67.34 498.84 67.19 498.85 67.1 499.13 66.85 500.17 66.15 501.25 65.52 501.42 65.4 501.97 65.13 502.22 64.97 502.3 64.98 502.66 64.8 502.67 64.69 503.39 64.21 503.23 64.47 503.57 64.3 503.64 64.19 504 64.05 504.12 63.95 504.27 63.61 504.97 63.18 505.36 62.86 505.45 62.56 506.1 62.15 506.55 61.97 506.93 61.7 507.23 61.86 507.53 61.78 507.76 61.54 508.04 61.44 508.2 61.45 508.51 61.27 508.58 61.47 508.57 61.65 508.26 61.97 506.8 63.25 506.68 63.43 506.74 63.84 506.61 64.02 505.59 64.91 504.99 65.27 504.39 65.52 504.31 65.59 504.06 65.65 503.54 65.97 503.3 65.96 502.84 66.25 502.72 66.24 502.4 66.45 502.41 66.57 502.13 66.71 501.91 66.9 501.44 67.18 501.43 67.37 501.49 67.52 501.79 67.41 502.05 67.4 502.14 67.47 502.78 67.2 502.64 67.42 502.15 67.69 501.83 67.82 501.25 68.15 500.98 68.22 500.18 68.66 499.98 68.81 499.7 68.85 499.5 68.94 499.09 68.78 499 68.51 498.86 68.45 498.53 68.47 498.66 68.15 498.93 67.84 498.79 67.81 498.61 67.99 498.22 68.18 498.14 68.16 Z M 484.65 93.86 485.06 93.51 485.76 92.98 486.08 93.07 486.61 92.74 486.97 92.61 487.31 92.42 487.91 92.15 488.73 91.91 489.45 91.62 489.66 91.49 490.07 91.1 490.26 90.82 490.55 90.62 490.95 90.23 491.19 89.95 491.88 89.03 492.09 88.86 492.62 88.55 493.53 88.26 493.96 88.23 494.14 88.17 494.6 88.31 494.73 88.41 494.95 88.38 495.17 88.23 495.68 88.04 495.83 88.02 496.22 87.86 496.78 87.91 497.23 87.84 497.52 87.73 498.32 87.32 498.56 87.1 498.82 86.97 499.04 86.79 499.18 86.74 499.52 86.49 499.88 86.25 500.2 85.88 500.43 85.48 500.53 85.23 500.72 85.12 500.9 84.81 501.07 84.65 501.21 84.61 501.37 84.74 501.74 84.73 501.94 84.66 502.23 84.43 502.37 84.39 502.54 84.51 502.92 84.42 503.1 84.32 503.37 84.07 503.57 83.73 503.79 83.18 503.8 82.9 503.89 82.66 504.06 82.37 504.48 82.08 504.6 82.06 504.78 81.81 504.88 81.61 505.28 81.32 505.47 81.31 505.65 81.18 506.02 80.59 506.38 80.2 506.92 79.77 507.12 79.73 507.39 79.58 507.45 79.49 507.91 79.33 508.22 78.97 508.84 78.32 509.11 77.92 509.19 77.64 509.31 77.4 509.59 77.06 509.71 76.83 509.85 76.75 510.36 76.32 510.59 76.27 510.98 76.05 511.45 75.66 511.96 75.51 512.19 75.35 512.34 75.06 512.74 74.88 513.02 74.81 513.26 74.84 513.28 74.74 513.86 74.6 514.04 74.53 514.23 74.56 514.46 74.5 514.55 74.38 515.35 74.25 515.87 74.2 516.34 74.21 516.66 74.36 517.01 74.32 517.07 74.21 517.46 74.21 517.66 74.17 518.26 74.35 518.62 74.54 518.83 74.7 518.89 74.95 518.84 75.04 518.95 75.33 518.94 75.43 518.54 75.38 518.33 75.45 518.23 75.63 517.81 75.7 517.62 75.86 517.07 75.7 516.74 75.73 516.56 75.82 516.38 75.81 515.78 75.97 515.69 76.22 515.75 76.44 515.95 76.56 516.09 76.8 516 76.96 515.71 77.01 515.46 77.23 515.13 77.56 514.65 77.76 514.45 77.99 514.16 78.5 513.9 78.64 513.67 79.04 513.43 79.24 513.32 79.45 512.97 79.6 512.73 79.61 512.53 79.83 512.42 80.08 512.42 80.61 512.57 80.83 512.39 81.04 512.24 80.89 512.11 80.9 511.94 81.03 511.86 81.2 511.89 81.49 511.79 81.8 511.14 82.28 511.12 82.69 511.08 82.98 510.99 83.23 511 83.38 510.78 83.68 510.49 84.21 510.28 84.24 510.07 84.35 510.05 84.84 509.99 85.29 509.85 85.85 509.78 86.02 509.82 86.19 509.78 86.48 509.78 87.16 509.93 87.41 509.94 87.57 510.1 87.83 510.02 88.02 509.85 87.99 509.66 88.45 509.92 88.6 510.09 88.55 510.3 88.32 510.31 88.18 510.47 87.73 510.69 87.36 511.09 86.82 510.96 86.58 510.78 86.6 510.94 86.29 511.16 86.18 511.13 86.38 511.23 86.45 511.45 86.44 511.95 85.77 512.3 85.42 512.54 85.23 512.75 84.95 513.09 84.73 513.32 84.63 513.43 84.46 513.99 84.13 514.16 84.24 513.99 84.38 513.96 84.58 513.51 85.09 513.2 85.3 512.94 85.6 512.84 85.79 512.66 86.42 512.54 86.72 512.4 86.84 512.54 86.98 512.66 86.73 512.76 86.67 512.88 86.24 512.99 86.01 513.25 85.78 513.19 85.64 513.57 85.36 513.87 85.33 514.32 85.2 514.64 85.03 514.89 84.95 515.11 84.96 515.56 85.11 515.76 85.06 516.01 85.14 516.56 85.02 517.32 84.96 517.65 85.24 518.04 85.38 518.41 85.21 518.6 85.38 518.88 85.38 518.98 85.62 519.26 85.72 519.45 85.61 519.58 86.14 519.69 86.31 520 86.32 520.37 86.07 520.39 86.32 520.49 86.44 520.74 86.51 520.95 86.49 521.32 86.91 521.54 87.03 521.51 87.17 521.61 87.57 521.74 87.84 521.75 87.98 521.89 88.17 522.31 88.45 522.36 88.57 522.57 88.67 522.6 88.94 522.8 89.2 522.94 89.46 523.08 89.54 523.42 89.65 523.51 90.04 523.81 90.24 523.98 90.46 524.22 90.41 524.29 90.48 524.59 90.56 524.52 90.79 524.78 91.23 524.6 91.32 524.57 91.5 524.76 91.79 525.07 92.02 525.43 92.13 525.74 92.18 526.43 92.19 527.17 92.07 527.46 91.96 527.55 91.78 527.73 91.87 528.05 91.93 528.29 91.89 528.77 91.45 529.2 91.31 529.27 91.2 529.44 91.19 529.47 91.03 529.84 91.13 530.07 91.12 530.25 91.29 530.59 91.96 530.63 92.16 530.83 92.23 531.07 92.17 531.35 92.29 531.42 92.56 531.57 92.68 532.08 92.69 532.35 92.59 532.38 92.31 532.46 92.03 532.65 91.8 533.09 91.72 533.41 91.84 533.4 91.96 533.61 92.13 533.84 92.42 534.1 92.4 534.27 92.26 534.46 92.3 534.52 92.5 534.41 92.7 534.57 92.87 534.75 92.86 535.09 92.22 535.06 92.05 535.23 92.02 535.38 91.72 535.54 91.53 535.73 91.16 535.98 91.05 536.18 90.72 536.42 90.53 536.56 90.17 536.72 89.97 536.92 89.96 537.05 90.04 537.51 89.76 537.72 89.66 538.23 89.33 538.59 89.03 540.2 87.67 540.52 87.34 540.82 87.24 541.09 87.52 541.28 87.55 541.52 87.51 541.89 87.35 542.16 87.2 542.7 87.03 542.92 87.07 543.3 86.93 543.8 86.66 544.2 86.54 544.69 86.53 545.31 86.61 545.9 86.62 546.37 86.57 546.97 86.45 547.55 86.41 548.05 86.44 548.63 86.38 549.06 86.3 549.41 86.18 549.86 85.92 550.11 85.75 550.34 85.65 550.9 85.32 551.54 84.84 552.21 84.46 552.72 84.34 553.48 84.09 554.49 84.12 555.08 84 555.57 83.73 555.89 83.66 556.15 83.73 555.76 84.21 555.53 84.56 555.4 84.88 555.34 85.18 555.38 85.6 555.39 86.56 555.42 87.02 555.49 87.38 555.63 87.78 555.68 88.1 555.5 88.18 555.36 88.33 555.38 88.67 555.47 88.87 555.71 89.15 555.98 89.28 556.65 89.25 556.85 89.03 556.98 89.03 557.22 89.32 557.61 89.36 558.02 89.23 558.13 89.31 558.36 89.64 558.66 89.64 558.88 89.58 559.27 89.39 559.84 89.04 560.39 88.6 560.72 88.67 561.01 88.58 561.15 88.69 561.38 89.08 561.51 89.16 561.54 89.35 561.48 89.5 561.63 89.85 561.8 89.86 562.11 89.76 562.32 89.64 562.62 89.35 562.71 89.37 562.86 89.09 563.13 89.33 563.33 89.14 563.39 88.89 563.37 88.72 563.26 88.65 563.45 88.21 563.75 87.94 564.09 87.93 564.34 87.71 564.77 87.69 564.99 87.81 565.44 87.89 565.8 87.82 565.92 87.68 566.22 87 566.62 86.83 566.87 87.06 567.02 87.05 567.36 86.89 567.5 86.92 567.68 87.13 567.8 87.38 567.54 89.05 567.75 89.92 568.09 90.55 568.29 90.81 568.14 90.97 568.3 91.85 568.56 92.04 568.46 92.34 568.36 92.4 568.31 92.6 568.13 92.56 567.99 92.65 567.92 92.8 567.74 92.51 567.44 92.65 567.39 92.47 567.13 92.42 567.1 92.7 566.96 92.72 566.82 92.95 566.74 92.9 566.54 93.03 566.38 93.37 566.55 93.56 566.81 93.72 566.73 93.82 567.16 94.01 567.47 93.91 567.53 93.8 567.79 93.57 567.87 93.72 568.12 93.58 568.17 93.7 568.34 93.73 568.42 93.55 568.53 93.62 568.56 93.83 568.94 94.11 569.04 94.03 569.18 94.12 569.32 94.06 569.75 94.23 569.65 94.41 569.49 94.55 569.3 94.88 569.31 95.09 569.68 95.39 569.98 95.76 570.23 95.92 570.31 95.87 570.65 96.18 570.71 96.32 570.86 96.31 570.88 96.14 571.23 96.05 571.27 96.23 571.65 96.36 571.88 96.81 571.75 96.95 571.79 97.06 571.75 97.37 571.57 97.21 571.3 97.28 570.82 97.28 570.61 97.45 570.58 97.65 570.33 97.53 569.85 97.45 569.64 97.47 569.08 97.34 568.96 97.24 568.63 97.35 568.55 97.48 568.39 97.49 568.18 97.4 567.95 97.49 567.91 97.58 567.57 97.38 567.58 97.53 567.44 97.55 567.25 97.47 567.09 97.48 566.88 97.4 567.12 97.78 567.06 98.01 566.9 97.96 566.68 98.09 566.46 97.94 566.34 98.08 566.16 98.13 565.85 98.12 566.03 98.33 565.91 98.45 565.74 98.47 565.46 98.37 565.29 98.46 564.95 98.22 565.03 98.05 564.96 97.95 565.17 97.73 565.09 97.56 564.87 97.39 564.65 97.32 564.53 97.42 564.36 97.37 564.26 97.49 564.35 97.75 564.43 97.83 564.29 98.04 564.15 97.94 564.02 97.62 563.78 97.6 563.69 97.71 563.73 98.12 563.49 98.18 563.44 98 563.47 97.76 563.37 97.44 563.21 97.19 562.93 97.04 562.7 97.1 562.64 97.18 562.38 97.17 562.24 97.06 562 97.01 561.66 96.8 561.42 96.96 561.29 97.19 561.27 97.53 561.4 97.74 561.39 97.99 561.32 98.13 561.46 98.27 561.43 98.39 561.16 98.39 561.14 98.51 560.97 98.52 560.89 98.65 560.81 98.96 560.91 99.17 561.12 99.27 561.22 99.48 560.97 99.52 560.99 99.87 561.11 99.95 561.3 100.43 561.52 100.65 561.46 100.75 561.06 100.82 560.92 100.98 560.55 100.84 560.29 100.69 560.12 100.49 559.89 100.56 559.75 100.5 559.64 100.33 559.59 100.03 559.32 99.97 559.04 99.78 558.88 99.59 558.62 99.65 558.54 99.61 558.08 98.98 557.61 98.56 557.17 98.23 556.46 97.99 555.93 97.96 555.4 97.66 555.11 97.61 554.93 97.68 554.82 97.52 554.68 97.47 554.6 97.72 554.31 97.6 554.07 97.55 553.99 97.6 553.77 97.5 553.62 97.51 552.96 97.27 552.73 97.12 552.46 97.09 552.32 97.13 552.03 97.47 551.86 97.15 551.56 97.04 551.36 97.05 550.98 97.31 550.66 97.23 550.4 97.25 550.13 97.39 549.9 97.64 549.62 98.03 549.53 98.31 549.37 98.43 549.14 98.82 549.04 99.15 548.84 99.49 548.67 99.61 548.65 99.91 548.25 100 548.16 100.17 547.89 100.09 547.62 100.08 547.57 100.14 547.15 100.06 546.8 99.93 546.54 99.92 546.34 100.01 546.27 100.18 546.14 100.24 545.89 100.21 545.46 100.28 545.27 100.45 545.11 100.68 545.1 100.99 545.23 101.05 545.19 101.2 544.87 101.06 544.68 100.92 544.1 100.73 543.23 100.57 542.79 100.57 542.41 100.65 542.13 100.82 541.91 100.9 541.45 100.78 541.14 100.89 541.03 101.12 540.73 101.11 540.44 101.26 540.43 101.46 540.34 101.6 540.07 101.72 539.86 102.04 539.89 102.4 539.8 102.75 539.93 103.01 539.77 103.18 539.67 103.47 539.74 103.67 539.65 103.99 539.74 104.09 539.48 104.34 539.2 104.22 538.95 104.25 538.75 104.38 538.73 104.67 538.65 104.93 538.49 104.92 538.41 105.07 538.15 104.93 538.07 105.03 538.02 105.28 537.79 105.19 537.4 105.34 537.43 105.67 537.41 106.08 537.26 106 536.91 105.98 536.82 106.07 536.79 106.34 536.85 106.57 536.75 106.69 536.77 106.97 536.5 106.91 536.3 107.12 536.37 107.44 536.52 107.92 536.3 107.92 536.08 107.98 535.86 107.89 535.55 107.68 535.41 107.32 535.17 107.27 535.06 106.96 535.08 106.78 535.25 106.62 535.43 106.67 535.59 106.57 535.71 106.36 535.6 106.02 535.7 105.85 535.85 105.85 535.93 105.62 536.13 105.31 536.17 105.13 535.98 105.14 536.05 104.9 536.24 104.77 536.35 104.85 536.62 104.8 536.8 104.9 536.99 104.84 536.83 104.65 536.69 104.58 536.69 104.38 536.88 104.29 536.97 104.1 536.9 103.99 536.94 103.76 537.12 103.63 537.26 103.31 537.2 102.9 537.1 102.7 536.75 102.48 536.46 102.57 536.27 102.96 536.08 102.99 535.85 103.32 535.89 103.64 535.73 103.66 535.51 103.85 535 103.72 534.77 103.77 534.56 103.67 534.39 103.38 534.17 103.35 533.87 103.51 533.9 103.88 533.83 103.99 533.99 104.13 534.07 104.43 533.96 104.76 533.72 104.81 533.69 105.14 533.51 105.27 533.54 105.54 533.4 105.65 533.25 105.94 533.33 106.06 533.32 106.26 533.08 106.37 533.02 106.47 532.63 106.49 532.53 106.54 532.34 106.8 532.25 106.69 532.04 106.72 531.92 107.06 531.72 107.21 531.68 106.95 531.52 106.91 531.45 106.71 531.46 106.35 531.5 106.26 531.48 105.74 531.4 105.67 531.33 105.35 531.36 105.18 531.26 104.97 531.21 104.72 531.04 104.6 530.95 104.4 531.18 104.23 531.21 104.01 531.37 103.86 531.43 103.67 531.63 103.41 531.59 103.02 531.36 102.91 531.18 102.9 531.19 103.12 531.04 103.21 530.86 103.63 530.68 103.82 530.83 103.96 531.01 104.03 530.76 104.22 530.49 104.34 530.34 104.58 530.29 104.77 530.3 105.8 530.43 105.98 530.68 106.05 530.43 106.21 530.29 106.57 530.45 106.75 529.98 106.94 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422.67 670.09 422.95 669.96 423.26 669.88 423.71 669.86 424.05 669.88 424.6 670 425.4 670.19 426.21 670.52 427.25 670.65 427.57 671.15 428.77 671.37 429.22 671.75 429.88 672.14 430.49 672.64 431.24 673.31 432.17 674.01 433.1 674.01 433.14 674.8 434.28 675.45 435.2 675.95 436.19 676.31 436.99 676.34 437.12 676.5 437.4 676.78 437.72 676.97 438.24 677.33 439.02 677.59 439.45 677.85 439.93 677.87 440.06 678.58 441.33 679.22 442.24 679.39 442.57 680.19 443.84 680.9 444.81 681.11 445.22 681.06 445.35 681.36 445.89 681.46 446.12 681.66 446.43 682.03 446.93 682.59 447.87 682.82 448.43 682.95 448.66 683.35 449.54 683.9 450.7 684.35 451.83 684.41 452.26 684.34 452.41 684.58 453.36 684.73 454.65 684.88 455.46 684.94 456.09 684.96 456.54 684.94 457.23 684.99 458.69 685.14 460.52 685.11 460.86 685.22 461.99 685.15 462.34 685.22 464.36 685.31 465.11 685.26 465.21 685.44 467.16 685.64 468.83 685.79 469.41 685.86 469.79 685.92 470.4 685.89 471.21 685.91 471.34 685.74 471.62 685.73 471.8 685.51 472 685.72 472.09 685.75 472.23 685.68 472.63 685.69 472.77 685.82 473.13 685.64 473.1 685.33 472.92 685.48 472.61 685.3 472.48 685.52 472.32 685.63 472.18 685.21 471.83 685.14 471.82 684.63 471.91 684.18 472.34 684.03 472.63 684.15 472.89 683.96 473.38 683.89 473.69 683.87 474.07 683.81 474.11 683.68 474.47 683.47 474.47 683.37 474.6 683.34 474.83 683.42 475.16 683.55 475.41 683.46 476.11 683.29 476.15 683.19 476.3 683.23 476.49 683.13 476.85 683.22 477.41 683.34 477.54 683.56 477.97 683.66 478.48 683.66 478.73 683.95 478.86 684.07 478.84 684.03 479.12 683.81 479.47 683.76 479.68 683.61 479.99 683.64 480.14 683.3 480.11 683.15 480.22 683.1 480.63 683.23 480.9 682.98 480.86 682.82 481.17 682.82 481.46 682.92 481.7 682.91 481.88 682.68 481.98 682.71 482.14 682.63 482.43 682.74 482.67 683.01 482.75 683.19 482.71 683.21 482.61 683.5 482.54 683.49 482.4 683.81 482.32 683.98 481.92 684.03 481.66 684 481.23 683.85 481.22 683.75 481.01 683.55 481.03 683.51 480.92 683.78 480.73 683.93 480.81 684.03 480.74 684.55 480.14 684.54 479.98 684.68 479.85 684.75 479.5 684.85 479.39 685.12 479.57 685.05 479.88 684.9 479.99 684.79 480.28 684.8 480.39 684.71 480.71 684.44 481.29 684.35 481.63 684.26 481.74 684.1 482.11 684.01 482.52 683.89 482.63 683.88 482.78 683.77 482.91 683.91 483.02 683.89 483.35 683.7 483.44 683.63 483.82 683.46 484.03 683.31 484.29 683.14 484.43 682.9 484.44 682.83 484.73 682.65 485.02 682.35 485.18 682.2 485.37 682.03 485.7 681.89 485.86 681.99 486.01 681.86 486.24 681.69 486.36 681.61 486.57 681.36 486.72 681.14 487.12 681.09 487.27 680.95 487.42 680.84 487.63 680.36 487.85 679.94 488.39 679.84 488.57 679.48 488.95 679.41 488.83 679.57 488.62 679.72 488.57 680 488.17 680.09 487.78 680.3 487.84 680.28 487.63 680.36 487.46 680.52 487.55 680.59 487.47 680.8 487.49 680.98 487.29 681.08 486.76 681.15 486.69 681.1 486.46 681.38 486.33 681.58 486.37 681.65 486.1 681.81 485.71 681.97 485.58 682.33 485.02 682.33 484.89 682.47 484.81 682.73 484.4 682.7 484.29 682.52 484.16 682.17 484.03 682.21 483.84 682.1 483.71 682.07 483.51 682.19 483.14 682.32 483 682.17 482.78 681.85 482.57 681.6 482.58 681.23 482.83 680.97 482.56 680.8 482.54 680.73 482.7 680.57 482.72 680.17 482.83 680.27 483.06 680.12 483.2 680.08 482.86 679.84 482.92 679.85 483.1 679.71 483.16 679.67 483.34 679.54 483.36 679.4 483.13 678.92 483.45 678.68 483.45 678.53 483.78 678.83 483.8 678.74 484.16 678.82 484.32 678.67 484.43 678.51 484.4 678.75 483.97 678.66 483.89 678.51 483.97 678.41 483.84 678.23 483.87 677.98 484.12 678.01 484.28 677.79 484.37 677.57 484.26 677.28 484.27 677.27 484.46 677.43 484.43 677.62 484.5 677.27 484.63 677.02 484.37 676.86 484.32 676.63 484.39 676.5 484.31 676.22 484.41 676.26 484.09 676 484.04 675.9 484.09 676.02 484.33 675.76 484.53 675.61 484.33 675.33 484.28 675 484.36 674.8 484.48 674.73 484.61 674.48 484.71 674.54 485.13 674.27 485.14 673.82 485.34 673.57 485.36 673.33 485.43 672.88 485.69 672.45 485.66 671.98 485.75 671.72 485.87 671.44 486.07 671.31 486.06 671.16 485.83 670.87 485.6 670.57 485.46 670.33 485.46 670.23 484.99 669.93 484.56 669.6 484.34 669.55 483.9 669.55 483.44 669.62 483.32 669.58 483.15 669.6 482.89 669.7 482.74 669.72 482.49 669.65 482.38 669.8 482.04 669.91 481.99 670.13 482.04 670.16 481.72 670 481.63 669.99 481.29 669.66 481.3 669.49 481.21 669.45 480.99 669.5 480.89 669.37 480.58 669.25 480.5 669.24 480.35 669.02 480.07 668.95 479.73 668.55 479.58 668.12 479.15 668.08 478.96 668.15 478.62 668 478.37 667.69 478.23 667.52 478.06 667.3 477.65 667.28 477.38 666.74 477.31 666.64 477.13 666.64 476.87 666.45 476.78 666.31 476.62 666.22 476.29 666.27 476.15 666.2 476 665.96 475.92 665.79 475.77 665.45 475.68 664.97 475.41 664.84 475.18 664.45 475.1 664.47 474.94 664.38 474.61 664.23 474.52 664.13 474.57 663.78 474.53 663.59 474.38 663.28 474.32 663 474.4 662.77 474.32 662.86 474.16 662.56 474.01 662.39 474.02 662.3 473.87 661.76 473.76 661.52 473.5 661.3 473.67 661.2 473.52 660.83 473.43 660.72 473.46 660.63 473.25 660.2 473.02 659.9 473.1 659.73 472.99 659.66 473.17 659.48 473.04 659.08 473.39 659.04 473.5 659.16 473.67 659.07 473.99 658.86 473.98 658.21 473.02 658.01 473.03 657.91 472.62 657.76 472.46 657.49 472.31 657.43 472.2 657.58 471.93 657.44 471.54 657.17 471.31 656.91 470.83 656.65 470.47 656.26 469.82 655.97 468.7 655.81 468.33 655.68 467.7 655.53 467.15 655.15 466.11 654.86 465.52 654.3 464.63 653.95 464.31 653.74 464.24 653.44 463.83 653.21 463.68 652.93 463.56 652.6 463.47 652.35 463.27 652.31 463.06 651.82 462.97 651.62 463.01 651.53 462.96 651.56 462.62 651.49 462.33 651.39 462.19 651.21 462.19 650.95 462.33 650.9 462.19 650.6 461.94 650.45 462.21 650.43 462.4 650.52 462.61 650.77 462.95 650.29 463.11 650.13 463.24 649.97 463.26 649.93 463.12 649.98 462.75 649.93 462.59 649.74 462.46 649.67 462.22 649.48 461.97 649.4 461.74 649.38 461.47 649.17 460.97 649.05 460.94 648.83 460.55 648.9 460.36 648.74 460.19 648.43 459.95 648.35 459.82 648.13 459.75 648.06 459.51 648.19 459.29 648.46 459.22 648.58 459.26 649.03 459.28 649.32 459.58 649.53 460.07 649.63 460.21 649.82 460.16 649.9 460.03 649.71 459.81 649.74 459.45 649.72 459.12 649.77 458.84 649.92 458.32 649.92 457.72 649.88 457.44 649.95 457.18 649.79 456.51 649.76 456.13 649.71 455.88 649.6 455.81 649.13 455.7 649.02 455.61 648.91 455.22 649.06 454.91 649.39 454.86 649.59 454.6 649.34 454.36 649.11 454.32 648.91 454.43 648.46 454.32 648.52 454.55 648.37 454.67 648.19 455.13 648.05 455.22 647.54 454.87 647.41 455 647.48 455.27 647.72 455.66 648.13 456.46 648.46 457.66 648.05 458.08 647.61 458.09 647.49 458.26 647.23 458.26 647.05 458.2 646.74 458.4 646.67 459.08 646.35 458.04 646.07 457.71 646.04 457.49 645.64 457.06 645.14 456.45 644.81 456.17 644.2 455.41 643.97 455.08 643.58 454.62 643.37 454.27 643.16 453.99 642.61 453.31 642.14 452.42 642.07 452.37 641.86 451.88 641.36 451.19 641.29 451.03 640.86 450.35 640.57 450.07 640.38 449.8 640.04 449.68 639.92 449.51 640.04 449.19 639.87 449.15 639.73 448.96 639.52 448.8 639.44 448.64 638.78 448.09 638.39 447.62 638.02 447.23 637.47 446.89 637.43 446.71 637.03 445.94 636.68 445.49 636.32 445.2 636.31 445.05 636.74 445.23 636.93 445.26 636.94 445.68 637.02 445.73 637.36 445.7 637.33 445.5 637.5 445.26 637.82 445.18 638.05 445.07 637.95 444.93 638.12 444.79 638.14 444.55 638.42 444.14 638.39 443.87 638.62 443.67 638.77 443.65 638.93 443.52 639.09 443.19 639.07 442.77 639.15 442.74 639.42 442.05 639.69 441.53 639.71 441.38 640 441.08 640.21 441.04 640.3 440.94 640.21 440.53 640.54 440.36 640.9 440.09 640.85 439.88 641.17 439.35 641.17 439.15 641.3 439.1 641.39 438.61 641.2 438.2 641.12 437.79 640.85 437.49 640.62 437.54 640.32 437.37 640.28 437.45 640.05 437.45 639.98 436.89 639.9 436.94 639.55 437.3 639.54 437.4 639.66 437.76 639.81 437.89 639.71 438.19 639.73 438.35 640.11 438.69 640.1 439.08 639.81 439.13 639.44 439.08 638.97 438.9 638.66 438.81 638.64 438.52 638.88 438.45 638.99 438.19 638.95 438.06 638.77 438.09 638.89 437.7 638.79 437.45 638.78 437.16 638.5 436.72 638.35 436.57 638.15 436.59 637.82 436.41 637.52 436.44 637.12 436.23 637.02 436.11 636.81 436.02 636.75 435.84 636.51 435.87 636.52 436.22 636.38 436.19 636.3 435.92 636.31 435.68 636.1 435.62 635.9 435.76 636.2 436.13 636.06 436.48 635.97 436.58 636.03 436.82 635.91 437.04 635.56 437.2 635.63 437.54 635.94 437.73 636.1 437.73 636.28 437.83 636.99 437.86 637.16 437.95 637.13 438.16 637.52 438.34 637.89 438.73 638.13 439.22 638.04 439.55 637.89 439.85 637.92 439.96 637.67 440.1 637.72 440.35 637.72 440.62 637.63 440.75 637.77 440.91 637.72 440.99 637.78 441.25 637.69 441.57 637.6 441.71 637.4 441.81 637.06 441.75 636.91 441.77 636.78 441.91 636.6 441.77 636.39 441.86 636.3 442.13 636.33 442.66 636.56 443.05 636.79 443.07 636.71 443.34 636.2 443.68 636.17 443.46 636.09 443.35 635.94 442.91 635.92 442.6 635.99 442.33 635.94 441.89 635.87 441.68 635.73 441.47 635.45 441.23 635.24 440.85 635.05 440.71 634.83 440.43 634.27 440.08 634.11 439.94 633.82 439.56 633.72 439.38 633.55 438.8 633.58 437.87 633.67 437.56 633.69 437.27 633.6 436.22 633.69 435.66 633.81 435.98 633.82 436.34 633.95 436.43 633.84 436.64 634.13 437.18 634.22 436.39 634.19 435.87 634.23 435.6 634.01 435.62 633.73 435.53 633.61 435.57 633.38 435.41 633.27 435.13 633.27 434.89 633.45 435.03 633.53 435.39 633.75 435.4 633.98 435.54 634.26 435.5 634.18 435.27 634.28 435.11 634.19 434.99 634.2 434.66 634.12 434.49 634.1 434.09 633.88 433.64 633.6 433.69 633.71 433.5 633.58 433.23 633.67 433 633.83 432.86 633.88 432.57 634.08 432.56 634.24 432.14 634.11 432.1 634.12 431.87 634.29 431.8 634.29 431.6 634.37 431.36 634.34 431.17 634.48 430.88 634.41 430.73 634.42 430.26 634.62 429.84 634.63 429.57 634.73 429.15 634.67 429.08 634.64 428.76 634.81 428.64 634.7 428.53 634.78 428.33 635.02 428.08 635.1 427.78 635.05 427.67 634.87 427.64 634.84 427.51 635.05 427.39 635.1 427.02 635.01 426.93 634.94 426.29 635.15 426.17 635.17 426.07 634.96 425.85 635.14 425.71 634.99 425.38 635.1 425.22 634.88 424.92 634.8 424.88 634.79 424.58 634.54 424.31 634.62 424.04 634.44 423.93 634.76 423.5 634.75 423.39 634.53 423.37 634.52 423.21 634.37 423.1 634.09 423.08 633.83 422.87 633.57 422.92 633.63 422.66 633.77 422.46 634.02 422.42 633.86 422.23 633.8 421.73 633.7 421.68 633.85 421.44 633.72 421.31 633.47 421.28 632.97 420.87 632.98 420.65 633.12 420.57 632.98 420.34 633.03 419.97 633.47 419.77 633.63 419.61 633.59 419.23 633.34 419 633.4 418.77 633.18 418.71 632.88 418.41 632.83 418.25 632.51 418.14 632.49 417.99 632.24 417.88 632.09 417.63 632.15 417.49 632.13 417.25 632.19 417.1 631.95 416.6 631.72 416.58 631.27 416.7 631.25 416.65 631.57 416.45 631.58 416.37 631.3 416.3 631.04 416.37 631.02 416.1 630.84 415.9 630.97 415.82 631.16 415.52 631.02 415.36 631.03 414.96 630.83 414.68 630.72 414.7 630.52 414.87 630.1 414.79 629.81 414.88 629.28 414.85 629.01 414.79 628.64 414.88 627.74 414.89 627.71 415.21 627.54 415.29 627.46 415.59 627.25 415.73 627.13 415.67 626.9 415.85 626.85 415.68 626.73 415.64 626.64 415.44 626.65 415.22 626.58 414.95 626.47 414.83 626.2 414.42 626.15 414.13 626.19 413.85 626.29 413.67 626.23 413.53 626.01 413.35 625.69 413.35 625.37 413.2 624.94 413.05 624.76 413.15 624.61 413.08 624.44 412.67 624.59 412.62 624.61 412.44 624.44 412.31 624.46 412.1 624.26 412.03 624.01 411.63 623.93 411.68 623.8 411.4 623.8 411.19 623.64 411.14 623.64 411.01 623.48 410.73 623.3 410.74 623.25 410.63 623.07 410.55 622.55 410.63 622.23 410.59 621.91 410.19 621.87 410.02 621.6 409.91 621.47 409.95 621.3 409.77 621.12 409.73 620.98 409.54 620.76 409.57 620.6 409.52 620.5 409.36 620.22 409.31 620.27 409.13 620.11 408.83 620.14 408.69 620.05 408.42 619.97 408.32 619.93 407.98 619.99 407.5 619.91 407.12 619.78 406.81 619.61 406.58 619.22 406.37 619.03 406.43 618.85 406.36 618.41 406.27 618.2 405.82 618.01 405.83 617.35 405.64 617.13 405.42 617.02 405.4 616.88 405.06 616.65 404.96 616.44 404.7 616.54 404.52 616.39 404.28 616.39 404.02 616.27 404.04 616.23 403.87 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73.85 134.32 74.08 134.16 74.28 133.97 74.26 133.83 74.36 133.83 74.58 134.09 74.73 134.22 75.04 134.2 75.35 134.27 75.47 134.23 75.77 134.3 75.89 134.29 76.34 133.39 76.1 128.83 75.04 128.6 75.03 128.14 74.88 127.04 74.64 123.89 73.88 120.27 73.01 118.59 72.62 117.26 72.3 113.79 71.47 111.97 71.02 108.03 70.07 107.44 69.93 107.06 70.25 106.78 70.37 106.28 70.46 105.8 70.65 105.33 70.73 104.74 70.69 104.41 70.6 104.04 70.41 103.66 70.18 102.79 70.09 102.19 70.17 101.06 69.97 100.52 70.05 100.06 69.89 99.53 69.42 99.13 69.43 98.76 69.62 97.93 70.37 96.55 70.23 96.17 70.1 95.16 70.09 94.72 70.11 93.95 69.99 93.43 70.1 92.41 70.36 91.43 70.34 91 70.45 90.31 70.98 89.36 70.83 88.7 70.86 87.67 70.82 86.64 70.64 86.36 70.46 86.2 70.22 85.85 69.57 85.48 69.31 84.91 69.17 84.4 69.34 84.06 69.54 83.56 69.59 82.63 69.74 81.69 69.78 81.03 70.17 80.79 70.16 80.47 69.75 80.36 69.72 79.92 69.77 79.64 69.59 79.29 69.54 78.9 69.41 78.61 69.42 78.03 69.75 78.04 69.86 77.81 69.96 77.32 69.9 77.12 69.84 77.01 69.6 77.09 69.37 77.12 68.98 77.03 68.53 76.19 67.99 75.93 67.66 75.62 67.48 75.16 67.39 74.74 67.48 74.46 67.38 73.99 67.1 73.62 66.62 73.21 66.39 71.83 66.44 71.36 66.3 70.8 66.35 70.44 66.27 69.52 65.76 68.73 65.81 68.17 66.1 68.13 66.26 68 66.37 67.6 66.47 67.33 66.4 67.18 66.57 66.87 66.69 66.57 66.74 66.32 66.68 66.01 66.71 65.14 66.98 64.99 66.98 64.64 66.82 64.05 66.79 63.75 66.97 63.05 67.1 62.8 67.1 62.43 67.01 61.99 66.79 61.82 66.32 61.5 66.1 61.35 66.08 61.07 66.14 60.68 66.11 60.51 65.98 60.3 65.71 59.72 65.32 59.45 65.1 58.8 64.69 58.28 64.5 57.92 64.24 57.75 64.05 57.53 63.74 57.25 63.52 56.99 63.19 56.97 62.72 57.1 62.38 57.44 61.78 57.56 61.33 57.57 60.9 57.39 60.27 57.46 59.99 57.7 59.68 57.83 59.25 57.75 58.89 57.73 58.32 57.9 57.98 57.96 57.43 57.76 56.98 57.7 56.29 57.51 55.91 57.58 55.35 57.46 54.85 56.82 54.24 56.44 53.56 56.04 53.19 55.95 53.02 55.39 52.38 55.29 52.2 54.67 51.94 53.99 52.07 53.71 52.15 52.98 52.32 51.82 51.95 51.63 51.73 51.26 51.08 51.56 50.22 51.41 49.77 51.23 49.42 51.11 49.3 50.85 49.18 50.19 49.22 49.99 49.12 49.5 48.97 49.36 48.96 49.11 48.78 48.68 48.62 48.59 48.48 48.7 48.04 48.49 47.81 48.18 47.78 48.05 47.99 47.79 47.85 47.58 48.12 47.38 48.07 47.18 47.81 46.95 47.83 46.8 48 46.6 47.96 46.37 48.05 46.17 48.21 45.91 48.32 45.52 48.09 45.38 47.92 45.37 47.8 45.16 47.47 45.11 47.16 45.01 47.02 45.04 46.87 44.9 46.64 44.49 46.38 44.27 46.56 44.1 46.58 44 47.02 43.77 46.9 43.54 46.88 43.68 46.52 43.99 46.01 44.4 44.94 44.54 44.53 45.01 43 45.3 41.84 45.47 40.99 45.71 40.15 45.92 40.06 45.91 40.29 46.05 40.49 46.04 40.62 45.82 40.66 45.83 41.16 45.93 41.5 45.83 41.84 45.62 42.42 45.54 42.79 45.35 43.04 45.09 44.56 44.91 45.25 44.97 45.41 45.4 45.38 45.55 45.49 45.69 45.49 45.91 44.93 45.71 44.9 45.73 44.59 45.84 44.45 45.81 44.32 45.59 44.06 45.7 43.76 45.67 43.69 45.8 43.33 45.9 43.2 46.05 43.46 46.01 43.66 46.31 43.95 46.43 43.54 46.75 43.37 46.87 43.2 46.99 43.31 47.17 43.24 47.25 42.85 47.34 42.79 47.36 42.58 47.23 42.48 47.14 42.12 47.16 41.75 46.94 41.36 46.92 41.19 47.02 40.77 47.12 40.8 47.18 41 47.28 41.03 47.3 40.76 47.59 40.66 47.7 40.34 47.83 40.17 47.97 40.2 48.58 40 48.77 39.98 49.06 40.02 49.08 39.76 48.91 39.7 48.85 39.55 48.6 39.37 48.56 38.96 48.26 38.95 48.12 39.06 48.12 39.3 47.67 39.19 47.47 38.92 47.27 39.08 47.23 39.49 47.08 39.37 46.93 39.35 46.77 39.04 46.61 39.02 46.27 38.6 46.05 38.51 45.92 38.24 45.99 38.06 46.13 37.55 46.21 37.05 46.27 36.56 46.29 35.37 46.31 35.23 46.48 35.24 46.66 35.16 46.82 35.43 46.82 35.55 46.69 35.76 46.68 36.06 46.85 36.23 47.13 36.14 47.31 35.78 47.52 35.7 47.83 35.69 47.95 35.55 48.11 35.57 48.29 35.47 48.64 35.59 48.93 35.53 49.85 35.52 50.15 35.44 50.27 35.3 50.13 35.12 49.75 34.98 49.66 34.89 49.37 34.8 49.03 34.76 48.95 34.48 48.53 34.39 48.3 34.22 48.27 34.04 48.49 33.9 48.36 33.75 48.4 33.66 48.37 33.34 48.17 33.2 48.01 32.97 47.94 32.99 47.44 32.81 47.23 32.77 46.95 32.81 46.75 33.03 46.75 33.25 46.8 33.48 46.72 33.67 46.64 33.99 46.63 34.5 46.9 34.6 46.81 34.8 46.52 34.5 46.28 34.56 46.25 34.65 45.95 34.65 46.02 34.39 46.15 34.09 46.38 33.45 46.72 32.12 46.83 31.63 47.04 30.08 47.12 29.23 47.17 27.87 47 27.48 46.75 27.36 46.74 26.7 46.71 26.51 46.51 26.31 46.62 25.46 46.57 25.34 46.71 24.83 46.93 23.79 47.19 22.01 47.2 21.59 47.27 21.05 47.28 20.39 47.23 19.86 47.32 19.21 47.31 18.79 47.15 18.56 47.14 18.41 46.96 18.25 46.91 17.83 46.98 17.46 46.9 17.15 46.71 17.1 46.65 16.89 46.43 16.78 46.49 16.64 46.38 16.54 46.33 16.36 46.37 16.19 46.21 16.07 46.18 15.9 45.84 15.69 45.65 15.38 45.68 15.16 45.6 15.06 45.7 14.86 45.71 14.55 45.57 14.28 45.64 13.97 45.54 13.92 45.66 13.6 45.63 13.39 45.73 13.08 45.73 12.86 45.85 12.33 45.81 12.13 45.83 11.93 45.95 11.61 46.06 11.54 46.11 11.24 45.99 10.31 45.91 10.14 45.96 9.97 46.24 9.83 46.38 9.81 46.71 9.35 46.75 9.14 46.68 8.8 46.79 8.69 47.02 8.61 47.19 8.23 47.18 8.02 47.5 7.88 47.61 7.7 47.64 7.51 47.77 7.34 47.69 7.11 47.46 7.09 47.41 6.85 47.3 6.73 47.29 6.49 47.16 6.35 47.15 6.15 47.38 6.05 47.49 6.16 47.7 6.14 48.1 6.25 48.31 6.43 48.36 6.71 48.56 6.88 48.84 6.83 49.13 7.03 49.35 7.45 49.51 7.52 49.81 7.85 50.18 8.32 50.29 8.42 50.37 8.63 50.61 8.81 50.77 9.1 50.93 9.23 51.18 9.25 51.39 9.55 51.84 9.84 51.83 10.01 52.18 10.21 52.38 10.15 52.55 10.17 52.76 10.42 53.03 10.64 53.56 11.17 53.65 11.34 53.99 11.51 53.83 11.8 54.2 12.11 54.4 12.41 55.28 12.95 55.63 13.01 55.74 13.15 55.97 13.25 56.34 13.33 56.55 13.52 56.88 13.6 57.07 13.55 57.18 13.7 57.64 13.84 58.29 13.84 58.4 14 58.56 13.87 58.99 14.1 59.31 14.36 59.33 14.6 59.85 14.9 60.43 14.75 60.6 14.91 60.7 15.14 60.86 15.27 61.29 15.35 61.75 15.33 62.2 15.48 62.2 15.55 61.78 15.39 61.44 15.38 61.44 15.48 61.81 15.82 62.16 16 62.41 16.08 62.69 16.09 62.85 16.22 63.15 16.3 63.52 16.27 63.73 16.43 64.11 16.5 64.43 16.41 64.83 16.21 65.29 15.9 65.58 15.79 65.73 15.86 65.52 16.14 65.85 16.41 65.88 16.55 66.06 16.9 66.26 17.08 66.38 17.57 66.39 17.9 66.69 17.9 66.87 17.85 67.21 17.85 67.63 17.92 67.97 18.07 67.69 18.56 67.76 18.75 68.2 19.1 68.31 19.3 68.32 19.73 68.21 19.88 67.99 19.99 68 20.1 68.27 20.13 68.44 20.06 68.54 19.94 68.83 19.29 68.57 19.03 68.56 18.83 68.36 18.57 68.21 18.51 68.4 18.33 68.44 17.99 69.22 17.67 69.88 17.69 70.17 17.77 70.08 17.99 70.18 18.29 69.75 18.38 69.5 18.51 69.37 18.64 69.49 18.86 69.48 19.04 69.56 19.23 69.57 19.63 69.72 19.87 69.93 19.84 69.9 19.55 70.04 19.2 69.95 19.11 70.23 18.82 70.73 18.73 70.78 18.87 70.72 19.04 70.73 19.3 70.61 19.88 70.72 20.13 70.63 20.39 70.37 20.49 70.05 20.1 69.91 20.13 69.93 20.56 69.88 20.76 70.02 21.08 70.23 21.16 70.25 21.43 70.06 21.67 70.05 21.91 69.94 22.21 70.08 22.17 70.27 21.99 70.36 22.21 70.23 22.49 70.37 22.83 70.6 22.89 70.53 23.12 70.42 23.05 70.3 23.23 70.07 23.26 69.89 23.15 69.55 23.02 69.58 23.51 69.44 23.72 69.23 23.77 68.96 23.97 68.57 24 68.55 24.2 68.45 24.28 68.34 24.65 68.17 24.8 68.1 25.01 67.93 25.07 67.72 25.31 67.57 25.7 67.67 25.89 67.62 25.98 67.1 26 66.91 25.79 67.09 25.41 67.26 25.37 67.29 25.17 67.41 25.08 67.47 24.8 67.65 24.64 67.76 24.38 67.95 24.08 68.04 23.85 67.97 23.7 68.04 23.42 67.96 23.11 67.81 23.11 67.67 23.39 67.72 23.69 67.54 24 67.24 24.11 67.1 24.05 67.22 23.75 67.24 23.61 67.02 23.65 66.91 24.22 67.04 24.42 66.93 24.68 66.68 24.65 66.58 24.88 66.48 24.83 66.36 25.15 66.26 25.27 66.31 25.6 66.02 25.73 65.8 25.95 65.83 26.17 65.76 26.32 65.36 26.23 65.21 26.43 64.73 26.64 64.62 26.63 64.55 26.81 64.23 27.07 63.81 27.51 63.61 27.78 63.49 27.77 63.33 27.91 63.07 28.4 62.77 28.57 62.31 28.93 62.18 28.97 62.02 29.29 61.5 29.87 61.27 30.35 61.13 30.4 61.1 30.81 61.19 30.89 61.53 30.73 61.73 30.74 61.79 30.86 62 30.95 62.1 31.1 62.61 31.23 63.32 30.96 63.81 30.93 63.93 30.97 64.11 30.91 64.3 30.97 64.66 30.7 64.84 30.69 65.03 30.52 64.78 30.41 64.57 30.5 64.37 30.5 64.01 30.6 63.51 30.6 63.38 30.71 62.97 30.78 62.74 31.06 62.5 31.04 62.37 30.81 62.04 30.59 61.78 30.56 61.7 30.16 62.05 29.8 62.06 29.75 62.45 29.32 62.7 29.13 62.87 28.94 63.11 28.8 63.33 28.6 63.45 28.3 63.71 28.06 63.85 28 64.52 27.43 64.67 27.19 65.06 27.21 65.27 27.12 65.42 26.93 65.46 26.72 65.75 26.71 66.28 26.6 66.38 26.46 66.72 26.4 66.58 26.64 66.64 26.7 66.94 26.58 67.32 26.49 67.79 26.42 67.99 26.02 68.06 25.57 68.28 25.26 68.38 25.26 68.56 25.09 68.76 24.77 69.12 24.67 69.31 24.32 69.83 24.01 70.17 23.85 70.26 23.86 70.56 23.54 70.99 23.64 71.09 23.35 71.07 22.79 71.1 22.58 71.04 22.42 70.8 22.25 70.88 22.01 71.05 22.03 71.03 22.19 71.1 22.39 71.22 22.47 71.62 22.61 71.7 22.74 71.88 22.82 71.81 23.04 71.88 23.42 71.77 23.7 71.79 24.04 71.7 24.36 71.72 24.47 71.91 24.74 71.82 24.93 71.54 25.12 71.72 25.35 71.72 25.6 71.79 25.68 71.7 25.97 71.46 26.03 71.13 25.93 70.87 25.79 70.68 25.82 70.55 26.11 70.63 26.29 70.61 26.43 70.73 26.58 70.99 26.58 71.02 26.87 70.83 27.28 70.87 27.52 70.66 27.56 70.69 27.78 70.87 28.04 70.65 28.28 70.66 28.44 70.58 28.67 70.49 28.75 70.7 28.91 70.64 29 70.39 29.04 70.2 29.01 69.9 29.15 69.8 29.25 69.78 29.49 69.62 29.73 69.64 29.83 69.9 29.91 70.11 30.09 70.16 30.26 69.73 30.62 69.63 30.8 69.48 30.88 69.44 31.12 69.33 31.23 69.28 31.59 68.97 31.94 68.84 32.17 68.91 32.56 68.74 32.71 68.54 33.01 68.32 33.21 68.17 33.48 68.2 33.72 68.32 34.18 67.99 34.48 67.68 34.62 67.54 34.41 67.59 34.23 67.4 34.22 67.24 34.03 66.9 33.83 66.77 33.71 66.62 33.79 66.43 33.66 66.65 33.26 66.88 33.01 67.06 32.71 67.26 32.54 67.59 32.44 67.81 32.25 67.82 32.12 67.5 32.18 67.03 32.23 66.91 32.39 66.62 32.52 66.3 32.57 66.32 32.71 66.22 32.89 66 33.08 65.81 33.32 65.68 33.68 65.7 33.92 65.8 33.93 65.8 34.15 65.91 34.29 65.84 34.44 65.82 34.73 65.33 35.02 65.31 35.21 65.16 35.5 64.88 35.53 64.89 35.17 64.76 35.09 64.68 34.6 64.73 34.39 64.56 34.17 64.52 33.91 64.89 33.39 65.18 33.23 65.36 33.03 65.41 32.62 65.61 32.25 65.69 31.91 65.45 31.9 65.43 31.52 65.55 31.28 65.45 31.15 65.22 31.48 65.29 31.63 65.2 31.85 65.19 32.15 65.04 32.26 65.14 32.43 65.05 32.55 64.88 32.43 64.76 32.6 64.6 32.62 64.62 32.88 64.27 33.11 64.28 33.27 64.11 33.63 64.09 33.87 64.18 33.97 64.16 34.22 64.26 34.5 63.97 34.93 63.75 35.13 63.9 35.33 63.96 35.57 63.87 35.62 63.81 36.16 63.95 36.08 64.15 35.43 64.31 35.17 64.53 35.71 64.48 36.21 64.61 36.37 64.74 36.42 64.81 36.58 65.15 36.96 65.4 37.03 65.47 36.95 65.72 37.04 66.1 36.67 66.31 36.57 66.58 36.51 66.78 36.27 66.88 36.05 67.18 36.01 67.39 35.75 67.52 35.43 67.74 35.27 67.9 34.88 68 34.89 68.1 34.73 68.46 34.39 68.6 34.1 68.48 33.61 68.67 33.66 68.79 33.87 68.93 33.95 68.98 34.18 69.24 34.6 69.44 34.75 69.55 34.99 69.83 34.91 70.08 34.62 69.94 34.4 69.7 34.27 69.86 34.18 69.98 33.97 70.34 34.02 70.51 33.96 70.69 34.02 70.75 33.93 71.26 33.91 71.45 33.82 71.62 33.1 71.63 32.69 71.51 32.51 71.56 32.01 71.44 31.86 71.25 31.75 71.48 31.65 71.55 31.4 71.68 31.27 71.65 31.04 71.47 30.8 71.4 30.47 71.5 30.36 71.58 29.88 71.52 29.54 71.43 29.32 71.71 29.25 71.96 29.09 72.05 29.32 72.21 29.39 72.49 29.33 72.57 29.19 72.55 28.99 72.32 28.61 72.16 28.54 71.84 28.18 71.83 27.92 71.75 27.78 72.09 27.54 72.28 27.17 72.54 27.11 72.72 26.92 72.82 26.7 72.8 26.33 72.89 26.14 72.78 25.84 72.81 25.65 72.93 25.48 72.95 25.2 73.16 25.13 73.65 24.74 73.85 24.67 74.1 24.3 74.1 24.09 74.42 23.53 74.62 23.35 74.79 22.92 75.19 22.89 75.57 22.94 75.86 22.8 76.02 22.28 76.04 22.1 76.25 21.94 76.2 21.71 76.07 21.68 75.71 21.23 75.76 21.08 75.72 20.94 75.5 20.84 75.5 20.72 75.29 20.47 75.3 20.24 75.11 20.09 75.09 19.75 75.02 19.67 75 19.32 75.12 19.04 75.12 18.77 75.37 18.5 75.26 18.29 75.31 18.03 75.4 17.87 75.36 17.67 75.19 17.49 74.88 17.49 74.75 17.26 74.61 17.23 74.42 17.31 74.4 17.58 74.46 17.7 74.24 17.89 74.03 17.88 73.9 17.96 73.82 18.36 74.02 18.89 74.05 19.13 74.25 19.36 74.61 20.15 74.73 20.79 74.48 20.7 74.39 20.52 74.39 20.26 74.19 19.92 74.14 19.71 73.92 19.56 73.74 19.05 73.6 19.04 73.45 19.16 73.2 18.83 73.26 18.56 73.17 18.1 73.15 17.83 73.26 17.64 73.23 17.48 73.39 17.13 73.47 16.81 73.57 16.65 74 16.64 74.13 16.79 74.3 16.75 74.47 16.52 74.65 16.63 75.12 17.06 75.25 17.07 75.48 16.65 75.6 16.15 75.53 16.07 75.51 15.76 75.34 15.49 75.12 15.36 74.96 15.04 74.46 14.75 74.46 14.65 74.21 14.34 74.24 13.94 74.15 13.86 74.16 13.34 74.38 13.03 74.04 12.94 73.95 13.13 73.81 13.26 73.56 13.23 73.4 13.37 73.26 13.31 73.14 13.37 72.85 13.33 72.72 12.96 72.76 12.74 73.11 12.5 73.17 12.14 73.11 11.86 72.9 11.69 72.72 11.64 73.03 11.39 73.17 11.53 73.95 11.41 74.14 11.48 74.03 11.63 74 12.01 74.03 12.52 74.2 12.57 74.25 12.06 74.53 12.01 74.63 12.68 74.88 12.73 74.93 12.85 75.37 12.87 75.51 12.74 75.43 12.62 75.42 12.41 75.49 12.09 75.57 11.94 75.59 11.59 75.52 11.5 75.54 11.02 75.33 10.91 75.16 10.68 75.71 10.84 75.79 11.19 75.87 11.27 76.03 11.14 76.17 11.18 76.51 10.96 76.7 10.66 76.53 10.16 76.35 10.05 76.17 9.66 75.99 9.19 76.27 9.13 76.32 8.9 76.3 8.62 76.15 8.45 76.15 8.2 76.63 7.84 76.68 7.68 76.45 7.49 76.46 7.38 76.31 7.23 76.26 7.07 75.93 6.93 75.68 7 75.62 6.95 75.3 7.05 75.24 7.15 74.8 7.44 74.58 7.73 74.46 7.64 74.44 7.41 74.35 7.28 74.87 6.71 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339.15 386.26 339.13 386.43 339.19 386.85 338.93 387.24 338.78 387.46 338.84 387.87 339.09 388.02 339.34 388 339.73 387.81 340.29 387.96 340.54 388.1 340.64 388.38 340.73 389.23 340.74 389.46 340.54 389.62 340.27 389.77 339.93 389.83 339.6 390.02 339.62 389.86 339.89 389.94 340.06 390.16 339.84 390.31 339.47 390.61 339.81 390.86 340.02 391.08 339.92 391.2 339.7 391.25 339.21 391.32 339.1 391.56 338.94 391.81 338.92 392.21 339.22 392.3 339.38 392.49 340.25 392.49 340.38 392.26 340.55 392.06 340.55 391.9 340.73 391.86 341.09 392.09 341.5 392.14 341.73 392.06 341.89 392.23 342 392.38 342.35 392.52 342.51 392.74 342.66 393.1 342.76 393.31 342.72 393.56 342.55 393.74 342.25 393.76 341.83 393.63 341.38 393.62 341.2 393.73 341 393.87 340.93 394.36 340.84 394.34 340.6 394.2 340.47 393.8 340.39 393.69 340.31 393.75 340.14 394.05 340.01 394.24 340.1 394.39 340.42 394.51 340.44 394.75 340.33 395.36 339.52 395.37 339.17 395.22 338.65 395.22 338.36 395.34 338.22 395.47 338.21 395.46 338.47 395.57 338.58 396.37 338.13 396.64 338.37 396.73 338.63 396.78 339.35 396.97 339.9 397.23 340.18 397.48 340.3 397.63 340.19 397.66 339.9 397.78 339.77 398.37 339.89 398.6 340.1 398.65 340.41 398.76 340.69 398.88 340.75 399.13 340.73 399.66 340.62 399.87 340.48 400.01 340.27 400.14 339.81 400.17 339.38 400.29 339.07 400.5 338.99 401 339.42 401.56 339.4 401.67 339.53 401.48 339.8 401.25 339.91 400.98 340.23 401.07 340.44 401.64 340.7 401.86 340.87 402.21 340.87 402.5 340.8 402.59 340.84 402.75 341.18 402.76 341.48 403.01 341.77 403.44 341.72 403.66 341.73 403.83 341.61 404.23 341.71 404.38 342.06 404.53 342.28 405.07 342.85 405.18 343.33 405.28 343.42 405.56 343.39 405.83 343.27 406.01 342.98 406.06 342.8 406.05 342.51 406.23 341.92 406.36 341.81 406.75 341.89 407.29 342.26 407.43 342.27 407.75 342.18 408.1 342.02 408.23 341.84 408.34 341.48 408.37 341.15 408.14 341.23 408.09 341.06 408.31 340.92 408.56 340.9 408.52 340.65 408.57 340.54 408.97 340.5 409.17 340.64 409.34 340.68 409.33 340.35 409.58 340.37 410.14 340.57 410.32 340.47 410.45 340.19 410.6 340.24 410.6 340.49 410.83 340.39 410.94 340.29 411 340.09 411.16 340.03 411.16 340.26 411.35 340.18 411.84 340.08 411.98 339.67 412.08 339.63 412.58 339.97 412.7 340.02 413.01 340.28 413.19 340.32 413.36 340.51 413.62 340.57 413.77 340.41 413.73 340.18 414.06 340.09 414.23 340.16 414.53 340.39 414.74 340.3 414.83 340.09 414.66 339.83 414.76 339.48 414.92 339.41 415.13 339.42 415.48 339.63 415.89 339.53 416.12 339.23 416.27 339.14 416.59 339.24 416.8 339.18 416.96 338.81 417.16 338.77 417.27 338.53 417.38 338.53 417.52 338.68 417.79 338.7 417.94 338.79 418.04 339.17 418 339.46 418.09 339.71 418.28 339.69 418.63 339.37 418.72 339.42 418.71 339.76 418.84 339.82 419.24 339.7 419.46 339.87 419.74 339.97 419.95 339.89 420.35 340 420.63 339.92 420.97 339.95 421.41 339.76 421.49 339.59 421.73 339.66 421.87 339.79 422.13 339.82 422.3 339.73 422.27 339.37 422.18 339.24 422.29 339.11 422.49 339.11 422.5 339.39 422.58 339.54 422.7 339.41 422.77 338.91 422.74 338.56 423.01 338.34 423.04 338.15 423.3 338.1 423.54 338.26 423.98 338.4 424.19 338.57 424.47 338.62 424.62 338.58 424.77 338.68 424.61 338.98 424.69 339.15 424.84 339.21 425.28 339.01 425.42 339.13 425.16 339.28 425.13 339.45 425.28 339.65 425.42 339.62 425.45 339.22 425.74 339.24 425.77 339.51 425.9 339.7 425.96 339.99 426.5 340.07 426.67 339.97 426.82 340.18 426.99 340.18 427.19 340.01 427.27 340.47 427.59 340.61 427.44 340.86 427.53 341.01 427.66 341.06 427.89 341 427.87 340.74 428.05 340.7 428.13 340.93 428.02 341.01 427.95 341.33 428.11 341.58 428.23 341.61 428.36 341.77 428.69 341.79 428.82 341.89 428.66 342.08 428.79 342.2 429.11 342.32 429.39 342.3 429.52 342.16 429.39 341.96 429.48 341.76 429.58 341.77 429.7 342.17 429.63 342.32 429.88 342.43 430.18 342.2 430.23 342.02 430.35 341.89 430.51 341.94 430.49 342.17 430.3 342.17 430.07 342.37 430.11 342.46 430.32 342.56 430.5 342.54 430.65 342.4 430.79 342.54 430.96 342.61 430.9 342.75 430.62 342.96 430.81 343.03 430.91 343.21 431.17 343.26 431.22 343.09 431.14 342.96 430.98 342.92 431.03 342.75 431.45 342.98 431.39 343.28 431.72 343.34 432.01 343.14 432.2 343.26 432.29 343.07 432.45 343.17 432.29 343.39 432.26 343.59 432.07 343.51 431.94 343.63 432.03 343.76 432.24 343.8 432.48 343.72 432.62 343.39 432.85 343.49 433.02 343.73 433.16 343.69 433.22 343.45 433.38 343.43 433.39 343.69 433.67 343.61 433.66 343.72 433.41 343.84 433.23 344.01 433.31 344.12 433.63 343.86 433.83 343.77 433.96 343.83 433.94 344.04 433.62 344.19 433.56 344.4 433.83 344.4 434.04 344.2 434.25 344.14 434.34 344.23 434.1 344.47 434.23 344.62 434.48 344.48 434.59 344.52 434.8 344.44 434.88 344.19 435.2 344.21 435.27 344.07 435.5 344.13 435.48 344.24 435.25 344.32 435.41 344.47 435.38 344.62 435.15 344.77 435.18 344.92 435.33 344.94 435.4 345.06 435.78 345.07 436.05 345.48 436.21 345.5 436.48 345.24 436.61 345.37 436.54 345.52 436.3 345.57 436.24 345.67 436.44 345.91 436.56 345.96 436.97 345.97 437.1 345.8 437.02 345.64 437.24 345.51 437.35 345.77 437.55 345.85 437.7 345.8 437.87 345.32 438.1 345.21 438.13 345.38 438 345.48 438 345.65 438.26 345.65 438.51 345.19 438.7 345.06 438.85 345.12 438.81 345.3 438.62 345.52 438.64 345.68 438.84 345.76 439.02 345.75 439.22 345.55 439.38 345.48 439.49 345.7 439.59 345.55 439.52 345.34 439.25 345.34 439.25 345.16 439.48 345.19 439.68 344.93 440.02 345.04 440.03 345.19 440.18 345.28 440.25 345.48 440.47 345.41 440.53 345.72 440.66 345.71 440.7 345.45 440.81 345.44 441.05 345.31 441.29 345.27 441.54 345.39 441.46 345.68 441.63 345.76 441.92 345.7 441.98 348.24 442 349.42 442.09 353.22 442.08 353.55 442.14 355.93 442.2 358.76 442.26 362.18 442.29 363.13 442.35 366.14 442.44 370.3 442.5 373.16 442.54 375.47 442.56 375.6 442.76 375.53 442.96 375.65 442.98 375.82 443.13 375.95 443.35 376.37 443.56 376.58 443.69 376.93 443.93 376.92 444.02 377.14 444.41 377.11 444.52 377.28 444.37 377.46 444.54 377.6 444.64 377.47 444.94 377.43 444.87 377.71 445.19 378.05 445.18 378.33 445.32 378.45 445.29 378.61 445.33 378.81 445.69 379.12 445.92 379.21 446 379.53 446.18 379.69 446.15 379.93 445.99 380.2 446.22 380.5 446.37 380.62 446.39 380.83 446.32 380.95 446.48 381.06 446.69 381.07 446.53 381.39 446.38 381.58 446.25 381.62 446.18 381.76 446.29 382 446.37 382.42 446.33 382.72 446.14 382.78 446.02 382.91 446 383.06 446.08 383.3 446.3 383.63 446.32 383.83 446.44 383.98 446.67 384.14 446.7 384.29 446.99 384.45 447.33 384.47 447.41 384.35 447.6 384.4 447.64 384.56 447.76 384.66 448.09 384.62 447.87 385.12 447.64 385.23 447.52 385.52 447.97 385.8 448.04 385.73 448.27 385.8 448.24 386.04 448.46 386.03 448.27 386.45 448.27 386.61 448.42 386.63 448.78 386.85 448.82 386.93 448.93 387.47 449.33 387.31 449.22 387.61 448.94 387.67 448.87 387.75 448.88 387.99 448.76 388.13 448.8 388.29 448.65 388.37 448.6 388.53 448.66 388.69 448.94 388.77 449.07 389.05 449.21 389.01 449.33 389.25 449.68 389.23 449.82 389.43 449.83 389.62 449.77 389.97 450.09 390.13 449.96 390.5 450.05 390.61 450.09 391.05 450.29 391.25 450.44 391.21 450.59 391.01 450.92 390.83 451.18 390.87 451.19 391.06 451.04 391.12 451.14 391.36 450.94 391.42 450.94 391.56 451.09 391.93 451.08 392.23 450.96 392.48 450.74 392.54 450.92 392.78 450.92 392.89 451.24 392.97 451.48 393.2 451.31 393.29 451.28 393.4 451.47 393.52 451.44 393.69 451.66 393.82 451.44 394 451.26 394.03 451.17 394.23 450.97 394.22 450.9 394.33 450.74 394.15 450.54 394.41 450.62 394.56 450.77 394.63 450.69 394.86 451.06 395.07 451.08 395.2 451.32 395.19 451.31 395.36 451.42 395.58 451.35 395.83 451.15 395.92 451.04 395.85 450.9 396.05 451.06 396.36 450.78 396.41 450.66 396.61 450.83 396.91 450.95 397.23 450.78 397.4 450.94 397.46 451.03 397.59 451.01 397.78 450.86 397.89 450.91 398.08 450.69 398.2 450.54 398.59 450.4 398.77 450.42 398.93 450.21 398.97 450.05 399.08 450.16 399.24 449.99 399.35 450.13 399.5 450.13 399.81 449.92 400.14 449.99 400.27 449.84 400.54 449.71 400.68 449.44 400.74 449.36 400.9 449.19 400.98 449.19 401.08 448.99 401.31 448.96 401.61 449 401.94 449.08 402.2 448.93 402.28 448.85 402.2 448.68 402.31 448.51 402.34 448.28 402.6 448.35 402.89 448.24 403 448.27 403.16 448.2 403.42 448.59 403.67 448.65 403.79 448.5 404.13 448.61 404.27 448.51 404.36 448.8 404.81 448.68 404.86 448.83 405.06 448.82 405.2 448.67 405.34 448.48 405.41 448.37 405.36 448.34 405.67 448.07 406 447.89 406.11 447.92 406.41 447.89 406.62 447.99 406.68 447.83 406.85 447.81 407.01 448.14 407.76 448.47 407.93 448.8 408.02 448.74 408.49 448.79 408.98 448.59 409.39 448.59 409.57 448.71 409.92 448.86 410.23 448.9 410.41 448.81 410.57 449 410.65 449.06 410.96 448.93 410.91 448.91 411.4 448.76 411.46 448.72 411.61 448.57 411.76 448.58 411.97 448.7 412.23 448.87 412.26 448.99 412.42 448.64 412.54 448.37 412.85 448.34 413.1 448.08 413.28 447.82 413.65 447.57 413.76 447.47 414.03 447.24 414.45 447.11 415.1 446.89 415.61 446.77 415.83 446.5 416.2 446.21 416.44 445.75 416.73 445.39 417.08 445.31 417.26 445.3 417.5 445.41 417.73 445.82 417.98 445.95 418.16 445.9 418.33 445.99 418.53 446.3 418.65 446.42 418.87 446.86 419.5 446.86 419.72 446.47 419.73 445.45 419.68 444.95 419.68 444.14 419.73 443.91 419.77 443.23 419.94 442.58 420.16 441.73 420.52 441.11 420.8 439.32 421.65 436.07 423.12 434.84 423.71 433.73 424.29 433.34 424.52 432.91 424.82 432.46 425.24 432.21 425.64 432.13 425.83 432.01 425.95 431.82 425.82 431.3 426.04 431.31 425.77 431.48 425.49 431.36 425.32 431.68 425 431.84 425.14 432.25 424.73 432.53 424.6 432.72 424.15 432.91 423.94 433.16 423.8 433.48 423.88 433.78 423.83 434.19 423.63 434.26 423.55 434.33 423.23 434.66 422.83 434.87 422.77 435.4 423.03 435.64 422.98 435.77 423.12 436.02 423.08 436.09 422.96 435.98 422.86 436.12 422.63 436.29 422.47 436.38 422.25 435.96 422.39 435.92 422.48 435.54 422.57 435.41 422.28 435.23 422.13 435.13 421.98 434.87 421.94 434.2 422.23 433.59 422.42 433.28 422.47 432.78 422.66 432.53 422.65 431.89 422.88 431.53 422.94 431.25 422.83 431.08 422.52 431.24 422.46 431.37 422.65 431.54 422.61 431.73 422.38 431.67 422.23 431.95 421.97 432.13 421.57 432.3 421.29 432.52 420.73 432.58 420.31 432.59 419.93 432.7 419.7 432.69 419.39 432.64 419.12 432.49 418.79 432.46 418.55 432.19 418.31 431.96 418.47 431.8 418.35 431.59 418.04 431.06 418.28 430.88 418.33 430.59 418.49 430.01 419.2 429.78 419.7 429.74 420.02 429.66 420.16 429.34 420.36 429.07 420.47 428.83 420.43 428.6 419.96 428.6 419.77 428.49 419.67 427.97 419.58 427.89 419.46 427.55 419.47 427.45 419.56 427.52 419.7 427.84 420.08 427.53 420.31 427.35 420.6 427.3 420.93 427.41 421.1 427.74 421.36 427.84 421.51 427.55 421.87 427.37 422.14 427.26 422.41 427.32 422.69 427.66 423.07 427.97 423.23 428.74 423.44 429.04 423.5 429.07 423.58 428.82 423.99 428.77 423.82 428.58 423.82 428.36 423.96 428.39 424.06 428.66 424.29 428.81 424.27 428.88 424.41 429.39 424.69 429.45 425.08 429.49 425.58 429.57 425.74 429.83 425.82 429.83 425.95 429.41 426.17 429.38 426.43 429.3 426.58 429.4 426.76 429.41 426.98 429.33 427.15 429.08 427.37 428.93 427.36 428.93 427.59 428.71 427.54 428.08 427.63 427.81 427.92 427.53 428.36 427.19 428.63 427.08 428.93 426.93 429.07 426.66 429.23 426.44 429.29 425.95 429.67 425.83 429.51 425.75 429.26 425.52 429.24 425.42 429.33 425.12 429.25 425.01 429.28 425.13 429.58 425.07 429.72 425.05 430.11 424.85 430.69 424.86 430.84 424.97 431.05 425.14 431.13 425.35 431.44 425.58 431.53 425.59 431.64 425.24 431.94 424.49 432.52 423.46 433.41 422.88 434 422.74 434.21 422.31 434.49 421.98 434.76 421.36 435.33 421.26 435.49 420.72 435.7 419.89 435.96 419.53 436.15 418.25 436.92 417.08 437.58 416.64 437.78 416.61 437.88 414.75 439.01 413.71 439.6 412.76 440.07 411.32 440.71 411.1 440.79 409.51 441.52 408.47 442.05 407.45 442.6 406.35 443.28 405.91 443.6 405.51 444 405.35 443.97 405.13 444.1 404.32 444.79 404.33 444.92 404.15 445.26 403.94 445.53 403.43 446.01 403.27 446.11 402.13 446.64 401.43 447.02 401.05 447.25 400.22 447.79 399.18 448.54 398.17 449.33 397.14 450.21 396.48 450.81 395.88 451.4 395.18 452.14 394.59 452.81 393.81 453.79 393.5 454.24 393.28 454.64 393.13 455 392.98 454.86 393.19 454.33 393.17 454.02 393.25 453.97 393.37 453.62 393.56 453.56 393.85 453.32 393.89 453.11 393.72 453.05 393.22 453.31 393.16 453.25 393.42 453.03 394.1 452.93 394.21 452.67 394.18 452.44 394.21 452.27 394.5 451.64 394.7 451.4 394.87 451.13 395.08 450.92 395.12 450.61 395.23 450.3 395.57 450.07 395.99 449.98 395.88 449.78 396.11 449.46 396.44 449.71 396.62 449.93 396.88 449.85 397.19 449.61 397.16 449.47 397.31 449.43 397.31 449.26 397.09 449.31 397.08 448.99 397.01 448.85 397.4 448.48 397.6 448.4 398.31 448.42 398.76 448.33 399.11 448.18 399.02 447.92 399.24 447.88 399.51 447.75 399.7 447.73 399.7 447.61 399.83 447.34 400.13 447.11 400.27 447.05 400.32 446.91 400.66 446.63 400.71 446.47 401.07 446.3 401.47 446.3 401.66 446.23 401.76 446.02 402.04 445.9 403.01 445.72 403.3 445.63 403.47 445.53 403.45 445.35 403.59 445.14 403.4 445.01 402.95 445.1 403 444.98 403.26 444.82 403.36 444.59 403.81 444.36 403.82 444.13 403.27 444.09 402.27 444.76 401.62 445.02 401.23 445.22 401.03 445.37 400.35 446.02 400.49 446.21 400.32 446.23 400.32 446.08 400.22 445.97 399.81 445.99 399.67 446.14 399.35 446.05 399.29 445.79 399 445.39 399.08 445.17 399.1 444.78 398.98 444.56 398.98 444.33 398.71 444.25 398.29 444.23 398.21 444.01 398.21 443.78 398.11 443.63 397.69 443.35 397.53 443.16 397.53 442.88 397.42 442.85 397.16 442.97 396.95 443.15 397.23 443.35 397.52 443.3 397.9 443.87 398.01 443.93 398 444.17 397.63 444.37 397.2 444.02 397.09 443.9 396.77 443.78 396.61 443.84 396.44 444.03 396.43 444.23 396.62 444.4 396.96 444.8 397.41 445.07 397.54 445.21 397.48 445.39 397.56 445.88 397.53 446.08 397.23 446.49 397.41 446.77 397.42 446.89 397.56 447.09 397.65 447.38 397.63 447.65 397.16 447.87 397.03 448.01 396.95 448.22 396.6 448.58 396.61 448.67 396.3 448.72 395.89 449.05 395.86 449.18 395.67 449.26 395.47 449.59 395.44 449.7 395.22 449.79 395.49 449.43 395.43 449.37 395.19 449.53 395.13 449.63 394.64 449.64 394.68 449.48 394.91 449.15 394.88 449 394.97 448.73 395.09 448.68 395.28 448.2 395.16 447.98 395 447.91 395 447.74 395.21 447.52 395.24 447.37 395.48 446.97 395.45 446.87 395.21 447.01 395.18 447.17 394.95 447.22 394.83 447.33 394.83 447.51 394.52 447.8 394.64 447.97 394.9 448.25 394.84 448.45 394.49 448.74 394.55 448.91 394.44 449.04 394.35 449.33 394.39 449.46 394.25 449.6 394.06 449.4 393.85 449.41 393.79 449.29 393.56 449.14 393.72 449.05 393.65 448.87 393.67 448.48 393.86 448.35 393.84 448.12 393.72 448.11 393.47 448.38 393.2 448.45 392.71 448.64 392.06 448.98 391.81 449.17 391.5 449.26 391.19 449.52 390.82 449.77 390.46 450.08 390.19 450.46 390.93 450.82 390.94 451.09 391.21 451.02 391.23 451.17 391.34 451.31 391.6 451.43 391.87 451.4 392.07 451.32 392.05 451.15 391.8 451.15 391.66 451.03 391.89 450.96 392.06 450.82 392.06 450.64 392.28 450.47 392.5 450.45 392.8 450.34 393.05 450.2 393.17 450.02 393.15 449.75 393.28 449.71 393.55 449.81 393.62 449.98 393.42 450.17 393.34 450.52 393.4 450.74 393.4 450.94 393.52 451.17 393.53 451.35 393.21 451.43 393.13 451.54 392.9 452.03 392.79 452.39 392.78 452.62 392.46 452.51 391.88 453.4 391.7 453.53 391.67 453.79 391.52 454.09 391.42 454.09 391.16 454.43 390.68 455.28 390.32 455.32 390.14 455.25 390.16 454.99 389.92 454.76 389.69 454.27 389.27 454.16 388.86 454.24 388.02 454.53 388.29 454.3 388.19 454.11 387.85 454.15 387.79 454.25 387.55 454.26 387.09 454.23 386.85 454.33 386.19 454.3 386.06 454.47 385.74 454.52 385.73 454.34 385.58 454.14 385.49 454.11 385.15 454.29 385.07 454.49 385.17 454.68 385.47 454.71 385.63 454.84 385.61 455.02 385.74 455.14 386.04 455.22 386.22 455.18 386.36 455.06 386.51 455.05 386.83 455.25 386.95 455.04 387.36 454.92 387.48 455.07 387.25 455.41 387.26 455.76 387.22 456 387.33 456.27 387.44 456.37 387.51 456.64 387.75 456.92 388.04 457.13 388.5 457.35 388.93 457.49 389.12 457.51 389.69 457.71 389.53 457.76 389.45 457.98 389.33 458.07 388.82 459.23 388.77 459.38 388.84 459.63 388.37 460.07 388.14 460.76 387.97 461.13 387.85 461.72 387.56 462.45 387.52 463.07 386.97 464.34 386.89 464.58 386.73 464.74 386.38 464.88 386.1 464.88 385.55 465.17 385.11 465.6 384.88 465.5 384.7 465.52 384.49 465.41 384.81 465.3 384.96 465.03 385.18 465.03 385.31 464.92 385.22 464.7 385.28 464.6 385.59 464.37 385.48 464.14 385.64 463.77 385.54 463.68 385.51 463.48 385.39 463.41 385.3 463.57 385.32 463.76 385.11 463.83 385.08 463.93 384.8 464.18 384.69 464.36 384.12 464.76 383.83 464.93 383.42 465.34 383.18 465.31 383.1 465.17 382.95 465.11 383.04 464.92 382.99 464.62 382.68 464.62 382.4 464.21 382.54 463.99 382.27 463.84 382.21 463.63 382.05 463.54 381.72 463.44 381.66 463.61 381.89 463.96 382.01 464.3 381.98 464.43 382.12 464.59 382.11 464.7 382.26 464.85 382.61 464.99 382.49 465.29 382.37 465.37 382.15 465.39 381.82 465.54 381.63 465.49 381.39 465.64 381.35 465.79 381.66 465.77 382.38 465.59 382.73 465.53 382.85 465.64 382.85 465.96 383 466.18 383.58 466.18 383.97 466.26 384.27 466.4 384.73 466.46 385.07 466.35 385.24 466.18 385.43 466.09 385.81 466.01 386.05 465.85 386.3 465.83 386.57 465.87 386.57 465.95 386.34 467 386.22 467.72 386.4 467.78 386.33 468.08 386.23 469.37 386.19 470.25 386.12 471.06 386.05 471.71 385.95 472.38 385.87 473.04 386.64 473.14 386.64 473.27 385.92 473.2 385.86 473.22 385.8 473.71 386.03 473.96 386.27 474.05 386.59 474.24 386.53 474.33 386.13 474.14 386.02 474.18 385.72 474.15 385.69 474.41 385.48 474.47 385.55 475.19 385.63 475.71 385.62 476.11 385.68 476.23 385.68 476.6 385.75 476.72 385.82 477.11 386.01 477.75 385.97 477.91 385.99 478.21 386.19 478.58 386.2 478.73 386.35 479.23 386.49 479.29 386.39 479.61 386.45 479.92 386.63 480.29 386.51 480.64 386.64 480.69 387.07 480.66 387.5 481.76 387.63 482.04 387.92 482.8 387.93 482.97 388.03 483.09 388.47 484.16 388.59 484.22 388.74 484.46 388.76 484.64 388.65 484.71 388.96 485.71 388.91 485.74 388.57 484.64 388.25 484.31 388.08 484.47 388.17 484.59 388.37 484.62 388.43 484.83 388.28 485.23 388.25 485.43 388.11 485.52 388.32 485.93 388.48 486.12 388.46 486.31 388.33 486.53 388.47 486.82 388.4 486.97 388.63 487.33 388.64 487.58 388.47 487.6 388.53 487.78 388.72 488.02 388.89 488.13 389.28 488.25 389.96 488.27 390.27 488.46 390.12 488.52 390.16 488.9 390.7 488.58 390.93 488.65 390.9 489.05 390.92 489.45 390.99 490.34 390.98 490.67 390.82 490.74 390.79 490.58 390.53 490.45 390.3 490.55 390.28 490.63 389.96 490.55 389.63 490.54 389.31 490.64 389.25 490.74 388.73 490.66 388.59 490.71 388.72 490.97 388.25 490.96 387.89 491.18 387.65 491.22 387.69 491.08 387.48 491.04 387.42 491.18 387.02 491.51 387.17 491.58 387.15 491.9 387.29 492.04 387.28 492.15 387.09 492.41 387.03 492.75 386.58 492.76 386.38 492.54 386.34 492.72 386.08 492.69 385.95 492.56 385.82 492.58 385.72 492.37 385.79 492.22 385.56 491.89 385.44 491.95 385.35 491.81 385.15 491.97 384.88 491.95 384.9 491.67 384.64 491.82 384.49 491.84 384.43 491.63 384.26 491.34 384.06 491.12 384.04 490.93 383.82 490.96 383.42 490.85 383.47 490.74 383.44 490.42 383.21 490.41 383.08 490.47 382.94 490.31 382.98 490.11 382.82 490.04 382.75 489.87 382.34 489.53 382.49 489.38 382.36 489.13 382.14 489.28 381.98 489.3 381.84 489.16 381.6 489.11 381.52 489.27 381.36 489.05 381.24 489.14 381.06 489.05 380.8 489.03 380.47 489.04 380.3 489.11 380.32 488.82 380.06 489.06 379.81 488.97 379.72 488.85 379.82 488.61 379.68 488.49 378.82 488.61 378.49 488.51 378.35 488.37 378.17 488.32 378.06 488.44 377.78 488.5 377.46 488.51 377.08 488.39 376.78 488.58 376.58 488.42 376.54 488.28 376.32 488.43 376.19 488.31 375.83 488.4 375.69 488.29 375.52 488.75 375.13 488.64 374.99 488.54 374.89 488.23 374.63 488.39 374.39 488.23 373.99 488.32 373.84 488.32 373.7 488.55 373.43 488.27 373.29 488.29 373.16 488.06 372.87 488.46 372.75 488.39 372.66 488.21 372.39 488.01 372.23 488 371.9 488.08 371.85 487.95 371.66 487.84 371.57 487.68 371.26 487.5 371.26 487.41 371.55 487.41 371.53 487.28 371.17 487.15 371.05 487.19 370.92 487.45 370.85 487.25 370.68 487.19 370.43 486.81 370.39 486.55 370.48 486.41 370.46 486.28 370.24 486.3 370.2 486.52 369.93 486.39 369.6 486.43 369.46 486.24 369.28 486.11 369.26 485.93 369.02 485.89 368.83 485.7 368.6 485.6 368.67 485.38 368.65 485.22 368.55 485.12 368.37 485.23 368.27 485.09 368.13 485.18 367.94 485.2 367.61 485.38 367.49 485.34 367.6 485.14 367.37 485.04 367.24 485.14 367.03 485.06 366.85 484.7 366.81 484.89 366.5 485.02 366.46 484.75 366.24 484.86 366.16 484.7 366.25 484.51 366.12 484.43 365.91 484.43 365.68 484.51 365.53 484.4 365.34 484.52 365.32 484.66 364.96 484.81 364.7 484.8 364.53 484.62 364.56 484.43 364.46 484.26 364.2 484.23 363.87 484.11 363.98 483.97 364.13 484.01 364.16 483.84 363.88 483.81 363.72 483.59 363.48 483.67 363.33 483.64 363.58 483.37 363.38 483.17 363.36 482.99 363.24 482.97 363.03 483.07 362.83 483.04 362.66 482.94 362.7 482.83 362.56 482.6 362.53 482.39 362.38 482.21 362.25 482.27 362.04 482.21 361.78 482.39 361.52 482.26 361.39 482.26 360.83 482.47 360.73 482.12 360.51 482.08 360.38 481.9 360.38 481.73 360.2 481.8 360.18 482.06 359.97 482.13 359.82 481.98 359.88 481.72 359.74 481.59 359.5 481.53 359.3 481.68 358.87 481.67 358.7 481.37 358.44 481.25 358 481.55 357.65 481.56 357.53 481.33 357.17 480.98 357.14 480.81 357.33 480.68 357.4 480.31 357.54 480.03 357.32 479.58 356.94 479.1 356.67 479.04 356.28 478.87 356.2 478.61 356.28 478.42 356.13 477.27 355.77 476.58 355.63 475.86 355.67 475.28 355.15 474.87 355.13 474.06 354.81 473.53 354.72 473.01 354.52 472.72 354.28 472.57 353.91 472.55 353.71 472.28 353.85 471.77 353.8 471.6 353.59 471.46 353.08 471.33 352.88 471.22 352.73 471.03 352.66 470.65 352.94 470.47 352.92 470.36 352.77 470.31 352.5 470.01 352.43 469.78 352.31 469.63 352.07 469.74 351.98 469.72 351.79 469.5 351.81 469.12 351.71 468.75 351.75 468.65 352.03 468.46 352.11 468.15 351.92 467.95 352.13 467.55 352.12 467.34 352.01 467.2 352.02 467.03 352.16 466.94 352.24 466.61 352.14 466.09 352.14 465.95 351.94 465.71 352.02 465.46 352.03 465.21 351.85 464.94 351.67 464.85 351.36 465 351.17 464.91 351.1 464.76 351.25 464.48 351.26 464.33 351.16 464.16 350.56 464.09 350.43 463.87 350.54 463.76 350.72 463.74 351.01 463.47 350.97 463.2 351.13 462.84 351.25 462.71 351.25 462.48 351.35 462.11 351.23 461.6 351.25 461.36 351.45 461.07 351.54 460.86 351.51 460.67 351.25 460.44 350.72 460.44 350.78 460.23 350.86 459.59 351.06 459.21 350.98 459.06 350.74 458.9 350.56 458.41 350.34 458.24 350.28 458.34 349.91 458.45 349.95 458.13 349.72 457.95 349.7 457.76 349.54 457.68 349.16 457.88 348.92 457.95 348.66 457.89 348.47 457.76 348.61 457.54 348.44 457.3 348.14 457.26 348.06 457.12 347.92 457.37 347.83 457.37 347.55 457.15 347.51 457.01 347.29 456.64 346.97 456.26 346.9 456.05 346.76 455.87 346.4 455.86 346.24 455.66 346.18 455.34 346.07 455.05 345.91 455.17 345.69 455.24 345.56 455.12 345.44 454.64 345.12 454.61 344.99 454.49 345.06 454.21 345.01 454.04 345.05 453.79 344.96 453.55 344.73 453.4 344.64 453.27 344.61 452.98 344.79 452.73 344.8 452.62 344.7 452.37 344.41 452.24 344.27 452.06 344.27 451.9 344.09 451.8 344.08 451.54 344.2 451.29 344.21 451.04 343.69 450.97 343.24 450.77 342.96 450.23 342.89 449.92 342.82 449.39 342.65 449.22 342.36 449.1 342.24 448.98 342.21 448.67 342.02 448.43 341.86 448.13 341.78 447.84 341.66 447.75 341.17 447.59 340.82 447.34 340.54 447.34 340.36 447.25 340.27 447.1 339.9 446.88 339.71 446.87 339.64 446.75 339.58 446.17 339.48 446 339.1 446.01 338.91 445.88 338.75 445.69 338.51 445.29 338.34 445.13 338.33 445.02 338.49 444.57 338.45 444.4 338.05 443.84 338.01 443.62 337.61 443.07 337.5 442.73 337.6 442.59 337.75 442.22 337.68 441.85 337.26 441.35 337.36 441.21 337.52 441.21 337.79 441.05 337.83 440.89 337.48 440.79 337.38 440.72 336.97 440.59 336.84 440.31 336.68 440.16 336.59 439.85 336.85 439.41 336.8 439.2 336.28 438.97 336.26 438.8 336.03 438.73 336.02 438.59 336.09 438.14 335.8 438.11 335.61 437.99 335.53 437.84 335.23 437.74 335.05 437.14 335.03 436.82 335.13 436.65 335.14 436.19 334.92 435.86 334.74 435.86 334.78 435.59 334.69 435.47 334.77 435.21 334.72 434.93 334.57 434.79 334.55 434.54 334.45 434.49 334.09 434.46 334.06 434.32 334.14 434.09 333.85 433.8 333.87 433.62 333.66 433.31 333.72 433.07 333.51 433.05 333.35 432.89 333.21 433.01 333.09 432.75 333.24 432.61 333.11 432.53 333.03 432.33 332.92 432.25 333 431.97 332.99 431.58 333.04 431.41 333.01 431.14 332.9 430.82 332.81 430.22 332.82 429.73 332.67 429.23 332.39 428.92 332.1 428.82 331.81 428.63 331.65 428.43 331.63 428.21 331.35 428.09 331.24 427.92 331.05 427.75 331.22 427.52 331.21 427.34 331.08 427.25 331.1 427.06 330.92 426.69 330.77 426.7 330.79 426.47 330.75 426.33 330.46 426.19 330.51 426.03 330.16 426.03 329.8 425.74 329.44 425.62 329.4 425.27 329.32 425.1 329.03 425 328.84 424.86 328.82 424.76 328.45 424.57 328.33 424.29 328.07 424.28 327.93 424.14 327.57 423.95 327.42 423.91 327.26 423.73 327.24 423.47 326.92 423.1 326.84 422.64 326.62 422.42 326.59 422.08 326.15 421.85 325.87 421.81 325.68 421.84 325.44 421.64 325.31 421.73 325.08 421.65 324.78 421.12 324.75 420.91 324.44 420.79 323.87 420.72 323.74 420.66 323.41 420.73 323.32 420.41 323.56 419.99 323.68 419.88 323.54 419.14 323.64 418.88 323.59 418.76 323.39 418.62 323.29 418.63 323.08 418.91 323.12 419.06 323.1 419.37 322.86 419.72 322.63 419.59 322.53 419.44 322.54 418.95 322.78 418.4 322.73 418.17 322.56 418.03 322.05 417.95 321.85 418.18 321.75 418.11 321.72 417.83 321.62 417.58 321.65 417.32 321.6 417.16 321.39 417.04 321.23 416.85 321.28 416.66 321.22 416.45 320.98 416.28 321 416.16 321.25 416.03 321.28 415.89 321.1 415.82 320.66 416.14 320.49 416.19 320.41 416.11 320.35 415.76 320.41 415.55 320.26 415.41 320.04 415.47 319.84 415.67 319.55 415.85 319.28 415.83 319.07 415.92 318.95 415.87 318.99 415.4 319.06 415.19 318.96 414.93 318.77 415.05 318.52 415.14 318.4 415.32 318.41 415.62 318.33 415.69 317.82 415.57 317.44 415.65 317.35 415.83 317.16 415.9 316.91 415.57 316.59 415.75 316.46 415.54 316.3 415.64 316.08 415.68 315.99 415.44 315.8 415.49 315.6 415.34 315.4 415.35 315.13 415.15 314.89 415.12 314.84 415.28 314.63 415.27 314.47 415.18 314.42 415.02 314.61 414.81 314.38 414.64 314.26 414.7 314.35 415.04 314.25 415.1 314.01 414.94 313.83 414.68 313.55 414.86 313.29 414.92 313.13 414.83 312.88 414.79 312.75 414.84 312.58 415.06 312.44 415.03 312.45 414.8 312.24 414.71 312.09 414.81 311.99 414.75 311.91 414.46 311.68 414.4 311.61 414.71 311.49 414.72 311.4 414.56 311.1 414.71 310.96 414.59 310.78 414.56 310.67 414.64 310.65 414.83 310.44 414.87 310.12 414.85 309.95 414.68 309.75 414.74 309.54 414.71 309.31 414.5 309.21 414.56 309 414.47 308.86 414.29 308.73 414.23 308.61 414 308.42 414 308.44 413.72 308.4 413.61 308.24 413.58 308.08 413.75 307.93 413.61 307.7 413.67 307.56 413.5 307.41 413.51 307.4 413.3 307.21 413.4 307.06 413.36 307.1 413.18 306.98 413.09 306.85 413.18 306.7 413.03 306.46 412.87 306.14 412.83 306.04 413.13 305.79 412.99 305.64 413.11 305.56 413.31 305.37 413.42 305.39 413.65 305.26 413.89 305.1 414.26 305.09 414.46 304.87 414.59 304.93 414.76 304.9 414.91 304.69 414.83 304.52 414.9 304.11 414.65 303.73 414.66 303.6 414.48 303.48 414.62 303.36 414.61 303.26 414.4 303.05 414.48 302.79 414.41 302.86 414.63 302.8 414.77 302.49 414.92 302.2 415.13 301.91 414.6 301.81 414.65 301.82 414.87 301.54 414.99 301.4 414.94 301.13 414.99 300.96 415.19 300.68 415.23 300.31 415.16 300.11 414.98 299.97 415.28 299.79 415.4 299.81 415.72 299.67 415.83 299.61 416.09 299.7 416.26 299.52 416.34 299.35 416.58 299.18 416.7 299.13 416.83 298.97 416.86 298.83 417.03 298.88 417.24 298.82 417.67 298.74 417.77 298.46 417.65 298.35 417.72 298.43 418.02 298.15 418.34 298.15 418.61 297.93 418.67 297.86 418.88 297.58 419.05 297.6 419.18 297.56 419.59 297.66 419.74 297.44 419.79 297.39 420.02 297.21 420.31 297.27 420.41 297.1 420.51 297.06 420.72 297.13 421.02 297.02 421.14 297.12 421.41 296.99 421.58 296.95 421.75 296.77 421.83 296.75 421.99 296.84 422.12 296.48 422.23 296.19 422.15 296.08 422.28 296.14 422.45 296.04 422.79 295.88 423 295.94 423.33 295.67 423.6 295.72 423.74 295.59 423.88 295.88 424.21 296.15 424.31 296.17 424.67 296 424.81 295.64 424.89 295.49 424.68 295.36 424.76 295.42 424.93 295.29 425.07 295.3 425.22 295.06 425.13 294.87 425.18 294.8 425.37 294.66 425.41 294.37 425.24 294.1 425.27 293.95 425.4 293.96 425.68 293.84 425.88 293.73 425.91 293.71 426.11 293.59 426.17 293.37 426.5 293.2 426.82 293.05 426.87 292.89 426.76 292.72 426.92 292.62 426.87 292.45 426.99 292.49 427.2 292.3 427.35 292.08 427.46 292.06 427.63 291.94 427.89 292.07 428.1 291.71 428.59 291.72 428.87 291.39 428.88 291.04 429.08 290.78 428.89 290.26 428.72 289.88 428.64 289.67 428.78 289.47 428.79 289.41 428.67 289.21 428.48 289.11 428.67 288.96 428.82 288.88 428.37 288.61 428.21 288.42 428.19 288.54 427.99 288.15 428.01 288.04 427.93 288.08 427.79 288.22 427.74 288.25 427.58 288.16 427.48 287.97 427.44 287.78 427.87 287.67 427.93 287.45 427.82 287.22 427.78 287.22 427.6 286.99 427.62 286.96 427.48 286.78 427.49 286.24 426.92 286.25 426.78 285.86 426.78 285.93 426.51 285.71 426.32 285.48 425.9 285.31 425.79 285.08 425.77 285.11 425.48 284.87 425.27 284.65 425.24 284.7 425.07 284.38 425.06 284.23 425.14 283.99 425.12 283.71 424.8 283.22 424.85 283.07 424.92 282.95 424.68 282.76 424.57 282.61 424.56 282.44 424.46 282.25 424.45 282.18 424.32 281.93 424.36 281.84 424.14 281.58 423.81 281.58 423.56 281.28 423.33 281.12 423.57 280.95 423.39 281 423.09 281.1 423.02 280.98 422.68 280.77 422.77 280.61 422.74 280.5 422.48 280.28 422.55 280.09 422.36 279.79 422.27 279.68 422.31 279.33 422.18 279.25 422.28 279.09 422.1 278.76 422.12 278.7 421.96 278.46 421.95 278.07 421.8 277.84 421.83 277.55 421.65 277.13 421.47 276.83 421.29 276.56 421.06 276.57 420.94 276.31 420.75 276.14 420.74 275.73 420.16 275.53 420.2 275.33 419.93 275.08 419.88 274.79 419.65 274.79 419.44 274.62 419.36 274.62 419.14 274.45 418.88 274.44 418.77 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478.94 158.65 478.86 Z M 160.29 485.92 160.36 485.85 160.45 485.79 160.48 485.86 160.38 485.95 160.32 485.97 160.29 485.92 Z M 158.15 477.74 158.22 477.61 158.21 477.55 158.25 477.45 158.26 477.32 158.29 477.27 158.28 477.17 158.36 477.16 158.36 477.07 158.45 477.04 158.44 476.96 158.53 476.9 158.63 476.88 158.68 476.89 158.75 476.86 158.94 476.93 159 476.92 159.06 476.84 159.13 476.78 159.21 476.74 159.34 476.72 159.53 476.78 159.63 476.83 159.73 476.91 159.76 477.05 159.81 477.11 159.77 477.18 159.73 477.19 159.69 477.27 159.66 477.42 159.69 477.51 159.77 477.6 159.85 477.77 159.83 477.84 159.86 477.9 159.82 477.96 159.63 478.12 159.48 478.19 159.45 478.18 159.36 478.23 159.11 478.41 159.04 478.31 158.97 478.27 158.93 478.28 158.88 478.23 158.78 478.19 158.71 478.09 158.53 478.01 158.4 477.98 158.21 477.91 158.15 477.74 Z M 158.53 479.56 158.52 479.52 158.6 479.41 158.65 479.36 158.72 479.35 158.76 479.29 158.85 479.36 158.83 479.44 158.86 479.49 158.94 479.55 158.97 479.69 158.88 479.72 158.85 479.7 158.71 479.73 158.66 479.79 158.58 479.7 158.53 479.56 Z M 157.77 477.05 157.86 477.02 157.88 476.96 157.94 476.93 158.03 476.97 158.01 477.03 157.9 477.06 157.77 477.05 Z M 158.67 484.44 158.73 484.23 158.78 484.23 158.89 484.16 158.99 484.18 159.01 484.28 158.96 484.46 158.88 484.47 158.84 484.51 158.76 484.55 158.69 484.52 158.67 484.44 Z M 157.97 483.77 158 483.66 157.95 483.61 157.98 483.56 158.04 483.56 158.07 483.48 158.16 483.5 158.24 483.4 158.34 483.46 158.37 483.41 158.43 483.46 158.47 483.44 158.6 483.51 158.61 483.58 158.67 483.66 158.67 483.85 158.63 483.99 158.61 484.05 158.56 484.05 158.5 484.11 158.47 484.26 158.38 484.17 158.32 484.13 158.25 484.15 158.25 484.09 158.2 484.02 158.23 483.99 158.16 483.93 158.02 483.86 157.97 483.77 Z M 157.22 481.17 157.29 481.16 157.31 481.22 157.24 481.23 157.22 481.17 Z M 157.15 481.38 157.21 481.32 157.3 481.34 157.3 481.38 157.17 481.44 157.15 481.38 Z M 154.95 472.01 154.99 471.96 155.07 472.07 155.12 472.15 155.1 472.2 154.95 472.01 Z M 158.65 488.59 158.67 488.48 158.72 488.51 158.73 488.61 158.78 488.66 158.85 488.77 158.85 488.83 158.92 488.93 158.91 489.11 158.78 489.04 158.76 488.9 158.76 488.83 158.72 488.79 158.75 488.72 158.7 488.7 158.65 488.59 Z M 157.45 484.48 157.5 484.34 157.53 484.3 157.62 484.27 157.66 484.21 157.65 484.16 157.7 484.11 157.7 484.04 157.66 483.96 157.7 483.86 157.77 483.87 157.83 483.91 157.96 483.94 158.11 484.04 158.2 484.24 158.2 484.31 158.13 484.44 157.92 484.51 157.86 484.55 157.74 484.58 157.68 484.54 157.65 484.49 157.49 484.5 157.45 484.48 Z M 153.75 468.46 153.77 468.44 153.9 468.47 153.86 468.53 153.75 468.46 Z M 157.04 483.3 157.1 483.32 157.17 483.37 157.27 483.31 157.28 483.24 157.22 483.21 157.13 483.14 157.13 483.08 157.21 482.97 157.18 482.92 157.11 482.94 157.12 482.83 157.06 482.76 157.09 482.74 157.21 482.84 157.26 482.83 157.36 482.86 157.42 482.91 157.41 483.03 157.44 483.08 157.35 483.23 157.34 483.37 157.32 483.4 157.29 483.53 157.24 483.57 157.11 483.44 157.08 483.43 157.03 483.33 157.04 483.3 Z M 157.31 484.73 157.36 484.66 157.37 484.59 157.5 484.6 157.41 484.67 157.4 484.72 157.35 484.75 157.31 484.73 Z M 157.4 485.53 157.39 485.46 157.44 485.43 157.45 485.37 157.5 485.35 157.52 485.19 157.58 485.09 157.55 485.05 157.47 485.09 157.39 485.06 157.42 484.91 157.49 484.89 157.56 484.93 157.54 484.83 157.58 484.8 157.53 484.69 157.58 484.6 157.66 484.58 157.73 484.69 157.84 484.67 158.02 484.58 158.09 484.62 158.12 484.54 158.16 484.55 158.28 484.48 158.32 484.51 158.35 484.63 158.35 484.75 158.3 484.8 158.2 484.84 158.09 484.95 158.04 484.95 158.02 485.05 157.96 485.15 157.94 485.21 157.83 485.18 157.82 485.24 157.85 485.38 157.83 485.45 157.76 485.51 157.81 485.54 157.82 485.69 157.8 485.85 157.84 485.93 157.76 485.92 157.71 485.87 157.64 485.75 157.54 485.73 157.49 485.53 157.42 485.58 157.4 485.53 Z M 156.43 481.53 156.49 481.49 156.59 481.56 156.62 481.67 156.61 481.76 156.52 481.7 156.52 481.63 156.45 481.58 156.43 481.53 Z M 156.76 483.08 156.75 483.01 156.91 482.92 156.96 482.94 156.95 483.14 156.9 483.12 156.75 483.12 156.76 483.08 Z M 156.8 483.55 156.82 483.48 156.88 483.49 156.95 483.59 156.95 483.65 156.88 483.66 156.81 483.59 156.8 483.55 Z M 155.91 481.17 155.95 481.13 155.93 481.08 155.99 481.04 156.01 480.88 156.05 480.75 156.08 480.76 156.09 480.62 156.15 480.52 156.2 480.48 156.21 480.41 156.18 480.29 156.22 480.22 156.26 480.21 156.32 480.13 156.55 480.09 156.65 480.14 156.71 480.04 156.76 480.08 156.81 480.06 156.87 480.08 156.93 480.05 156.91 479.97 156.85 479.94 156.6 479.97 156.42 479.95 156.34 479.9 156.31 479.82 156.35 479.81 156.35 479.66 156.42 479.71 156.55 479.75 156.62 479.64 156.68 479.62 156.69 479.53 156.62 479.53 156.6 479.43 156.53 479.41 156.46 479.42 156.41 479.35 156.33 479.26 156.28 479.27 156.18 479.34 156.11 479.27 156.1 479.22 156.15 479.16 156.22 479.18 156.19 478.98 156.09 478.89 156.02 478.77 156.01 478.71 156.04 478.66 155.95 478.57 155.94 478.51 155.98 478.43 156.06 478.46 156.11 478.54 156.16 478.55 156.1 478.42 156.12 478.39 155.99 478.3 156.03 478.2 156.17 478.22 156.21 478.2 156.3 478.22 156.34 478.2 156.5 478.2 156.6 478.21 156.68 478.25 156.73 478.22 156.85 478.24 156.91 478.16 157.14 478.11 157.23 478.11 157.29 478.17 157.38 478.13 157.41 478.05 157.48 478.05 157.58 478.11 157.62 478.09 157.68 477.99 157.74 478.02 157.79 478.02 157.83 478.07 157.88 478.1 157.92 478.17 158.04 478.3 158.1 478.34 158.07 478.38 158.14 478.42 158.15 478.51 158.23 478.49 158.32 478.5 158.35 478.55 158.36 478.64 158.48 478.74 158.49 478.79 158.46 478.86 158.53 478.88 158.56 478.95 158.55 479.02 158.57 479.13 158.5 479.16 158.54 479.24 158.49 479.29 158.52 479.38 158.48 479.48 158.42 479.57 158.33 479.44 158.3 479.53 158.37 479.59 158.43 479.7 158.46 479.7 158.54 479.79 158.55 479.88 158.67 479.9 158.76 479.86 158.85 479.76 158.93 479.8 158.98 479.77 159.02 479.68 159.16 479.65 159.21 479.74 159.24 479.9 159.3 479.9 159.37 479.86 159.38 479.8 159.51 479.79 159.55 479.75 159.67 479.88 159.72 479.88 159.79 479.93 159.89 479.98 160.05 480 160.16 480.15 160.26 480.22 160.46 480.31 160.62 480.41 160.65 480.49 160.81 480.58 160.85 480.65 160.93 480.72 161.07 480.81 161.15 480.9 161.21 480.95 161.35 481.11 161.4 481.14 161.35 481.26 161.35 481.32 161.41 481.36 161.43 481.41 161.57 481.5 161.61 481.55 161.62 481.66 161.58 481.69 161.63 481.84 161.62 481.93 161.7 481.89 161.73 481.96 161.72 482.02 161.75 482.08 161.72 482.19 161.8 482.16 161.8 482.06 161.83 482 161.8 481.89 161.9 481.84 161.98 481.89 162.08 481.99 162.08 482.03 162.15 482.14 162.21 482.28 162.28 482.32 162.3 482.44 162.42 482.52 162.48 482.66 162.52 482.67 162.56 482.62 162.62 482.62 162.65 482.66 162.73 482.67 162.91 482.73 163 482.79 163.07 482.85 163.13 482.97 163.17 482.95 163.23 483.09 163.19 483.13 163.11 483.15 163.05 483.09 162.92 483.06 162.84 482.97 162.72 482.92 162.68 482.93 162.53 482.87 162.43 482.87 162.31 482.82 162.14 482.78 161.99 482.77 161.91 482.73 161.81 482.7 161.67 482.55 161.62 482.59 161.53 482.58 161.39 482.62 161.32 482.7 161.52 482.73 161.56 482.8 161.43 483.07 161.44 483.1 161.38 483.25 161.33 483.27 161.33 483.37 161.24 483.41 161.23 483.51 161.17 483.56 161.19 483.63 161.24 483.63 161.27 483.57 161.31 483.45 161.4 483.38 161.44 483.39 161.54 483.35 161.51 483.13 161.67 483.03 161.69 483.11 161.76 483.07 161.81 483.07 161.98 482.96 162.06 482.93 162.11 482.99 162.13 483.09 162.17 483.1 162.2 483.19 162.28 483.13 162.41 483.15 162.48 483.09 162.53 483.12 162.53 483.16 162.63 483.21 162.71 483.29 162.64 483.36 162.48 483.43 162.41 483.48 162.32 483.49 162.28 483.47 162.25 483.53 162.19 483.5 162.16 483.54 162.22 483.58 162.32 483.61 162.31 483.65 162.38 483.69 162.41 483.74 162.48 483.73 162.45 483.62 162.48 483.57 162.59 483.64 162.57 483.55 162.64 483.53 162.68 483.48 162.82 483.46 162.86 483.52 162.98 483.59 163.01 483.67 163.15 483.74 163.29 483.69 163.27 483.78 163.31 483.82 163.38 483.84 163.42 483.9 163.45 484.01 163.53 484.12 163.61 484.17 163.64 484.23 163.71 484.22 163.7 484.31 163.74 484.33 163.68 484.45 163.61 484.45 163.58 484.49 163.63 484.55 163.54 484.6 163.31 484.61 163.23 484.6 163.21 484.66 163.26 484.67 163.23 484.74 163.17 484.76 163.18 484.83 163.15 484.88 163.18 484.93 163.29 484.84 163.29 484.79 163.35 484.76 163.4 484.78 163.44 484.72 163.59 484.75 163.71 484.73 163.7 484.78 163.77 484.83 163.82 484.81 163.84 484.71 163.81 484.67 163.87 484.63 163.89 484.54 163.84 484.46 163.87 484.33 163.93 484.27 163.91 484.24 164.01 484.18 164.15 484.28 164.18 484.42 164.25 484.5 164.28 484.59 164.25 484.63 164.33 484.74 164.36 484.83 164.32 484.94 164.32 484.98 164.27 485.04 164.22 485.04 164.2 485.14 164.26 485.18 164.22 485.24 164.21 485.31 164.31 485.24 164.38 485.26 164.41 485.31 164.32 485.42 164.3 485.47 164.23 485.55 164.16 485.55 164.09 485.61 164.1 485.66 164.05 485.76 164.12 485.79 164.16 485.87 164.08 485.95 163.99 486.01 163.98 486.07 163.81 486.18 163.75 486.25 163.66 486.29 163.69 486.36 163.75 486.37 163.82 486.34 163.84 486.28 163.92 486.27 163.95 486.34 164.05 486.4 164.02 486.29 164.1 486.19 164.1 486.13 164.23 486.09 164.27 485.98 164.34 485.98 164.36 485.85 164.41 485.81 164.45 485.87 164.53 485.79 164.58 485.79 164.59 485.98 164.64 485.98 164.66 486.14 164.73 486.31 164.77 486.31 164.77 486.42 164.8 486.54 164.79 486.6 164.81 486.68 164.84 486.71 164.84 486.79 164.89 486.9 164.86 486.97 164.67 486.88 164.65 486.78 164.54 486.84 164.61 486.95 164.67 486.98 164.77 487 164.84 487.06 164.93 487.07 164.95 487.14 165 487.17 165.1 487.38 165.11 487.47 165.06 487.54 164.99 487.56 164.97 487.68 164.94 487.74 165.01 487.8 165.04 487.92 165 488 164.99 488.08 165.04 488.21 164.92 488.2 164.86 488.18 164.79 488.21 164.73 488.22 164.67 488.35 164.63 488.32 164.43 488.35 164.42 488.26 164.34 488.29 164.28 488.28 164.24 488.16 164.13 488.24 164.08 488.19 163.99 488.2 163.95 488.33 163.88 488.34 163.78 488.32 163.79 488.24 163.73 488.15 163.55 488.16 163.49 488.12 163.51 488.01 163.47 487.93 163.41 487.96 163.38 488.01 163.23 487.96 163.13 488 163.01 488.09 162.95 488.11 162.94 488.02 163.08 487.94 163.09 487.9 163.05 487.84 163.06 487.74 163.11 487.68 163.26 487.72 163.26 487.66 163.44 487.67 163.51 487.59 163.54 487.58 163.56 487.51 163.48 487.5 163.46 487.43 163.4 487.36 163.18 487.34 163.14 487.26 163.07 487.19 162.99 487.2 162.9 487.13 162.89 487.21 162.82 487.2 162.83 487.26 162.75 487.3 162.67 487.3 162.57 487.17 162.61 487.12 162.59 487.05 162.52 487.08 162.45 487.07 162.38 487.03 162.27 486.93 162.23 486.92 162.18 486.87 162.16 486.73 162.19 486.64 162.3 486.64 162.27 486.52 162.19 486.53 162.16 486.44 162.18 486.37 162.26 486.32 162.29 486.27 162.29 486.19 162.23 486.16 162.25 485.94 162.3 485.9 162.31 485.83 162.28 485.79 162.17 485.87 162.16 485.76 162.09 485.76 162.06 485.83 162.01 486.05 162 486.21 162.01 486.32 161.97 486.31 161.91 486.15 161.93 485.99 161.9 485.92 161.92 485.82 161.92 485.75 161.95 485.59 162 485.56 161.99 485.49 161.92 485.46 161.9 485.4 161.83 485.31 161.64 485.16 161.58 485.1 161.51 485.09 161.54 485.19 161.6 485.24 161.7 485.38 161.75 485.41 161.79 485.49 161.8 485.61 161.74 485.73 161.61 485.75 161.45 485.73 161.23 485.6 161.11 485.59 161.1 485.52 161.02 485.48 160.95 485.5 161.02 485.61 161.07 485.66 161.17 485.66 161.23 485.69 161.27 485.76 161.42 485.84 161.52 485.8 161.6 485.87 161.64 485.88 161.62 485.95 161.64 486 161.58 486.03 161.59 486.12 161.7 486.2 161.7 486.29 161.79 486.41 161.81 486.54 161.79 486.61 161.8 486.66 161.73 486.67 161.65 486.76 161.62 486.82 161.55 486.83 161.51 486.77 161.46 486.77 161.35 486.8 161.23 486.74 161.08 486.75 160.97 486.68 161 486.62 160.99 486.54 161.02 486.45 161 486.3 161.01 486.25 160.93 486.23 160.88 486.12 160.89 486.04 160.75 486.09 160.71 486.04 160.64 486.04 160.65 485.96 160.71 485.99 160.77 485.85 160.76 485.77 160.73 485.73 160.66 485.79 160.54 485.77 160.51 485.72 160.56 485.64 160.51 485.53 160.42 485.55 160.32 485.54 160.23 485.65 160.17 485.61 160.12 485.64 160.07 485.56 160.06 485.47 160.09 485.43 160.18 485.39 160.18 485.32 160.04 485.36 160.01 485.32 160.03 485.26 159.99 485.23 159.91 485.25 159.92 485.35 159.79 485.33 159.73 485.38 159.81 485.45 159.91 485.46 159.93 485.55 159.86 485.54 159.9 485.69 159.96 485.74 159.91 485.77 159.9 485.83 160.01 485.78 160.04 485.86 160.12 485.96 160 486 160.01 486.06 160.15 486.12 160.24 486.14 160.28 486.1 160.37 486.19 160.36 486.26 160.43 486.36 160.44 486.45 160.52 486.47 160.61 486.55 160.55 486.58 160.43 486.52 160.38 486.47 160.24 486.54 160.25 486.57 160.35 486.58 160.38 486.63 160.46 486.64 160.5 486.68 160.48 486.74 160.63 486.82 160.63 486.88 160.73 486.85 160.77 486.88 160.79 486.99 160.78 487.08 160.81 487.08 160.83 487.17 160.93 487.25 161.06 487.33 161.08 487.37 161.14 487.42 161.08 487.5 161.22 487.62 161.29 487.63 161.35 487.6 161.4 487.69 161.56 487.81 161.59 487.85 161.56 487.9 161.49 487.93 161.5 487.98 161.66 487.9 161.78 487.95 161.82 488.02 161.9 488.04 161.94 488.15 162.04 488.29 162.11 488.35 162.1 488.45 162.13 488.53 162.13 488.6 162.31 488.6 162.26 488.68 162.26 488.75 162.31 488.82 162.23 488.88 162.35 488.91 162.44 488.95 162.44 489.01 162.39 489.06 162.31 489.01 162.24 489.09 162.11 488.99 162.13 488.95 162.06 488.92 161.97 489 161.92 488.99 161.86 488.91 161.82 488.99 161.71 489.01 161.59 488.95 161.64 488.89 161.58 488.84 161.51 488.76 161.5 488.68 161.53 488.64 161.44 488.55 161.37 488.54 161.36 488.48 161.19 488.47 161.13 488.41 161.05 488.39 161.02 488.32 160.89 488.25 160.88 488.19 160.83 488.18 160.72 488.07 160.7 487.98 160.66 487.94 160.6 487.94 160.63 487.87 160.56 487.84 160.47 487.75 160.44 487.67 160.33 487.66 160.28 487.69 160.2 487.61 160.13 487.6 160.02 487.5 160.07 487.46 160.03 487.36 159.97 487.34 159.97 487.29 160.02 487.21 159.93 487.11 159.91 487.01 159.78 487 159.7 486.92 159.68 486.81 159.83 486.84 159.83 486.78 159.73 486.77 159.57 486.69 159.53 486.65 159.51 486.55 159.54 486.5 159.62 486.49 159.8 486.5 159.94 486.44 159.85 486.41 159.69 486.43 159.52 486.4 159.53 486.34 159.6 486.28 159.56 486.23 159.51 486.23 159.46 486.14 159.56 486.1 159.52 486.03 159.45 486.03 159.39 486.01 159.36 485.9 159.37 485.83 159.42 485.79 159.38 485.75 159.35 485.6 159.37 485.54 159.48 485.48 159.54 485.48 159.61 485.43 159.64 485.36 159.7 485.33 159.69 485.28 159.49 485.37 159.43 485.37 159.36 485.34 159.3 485.35 159.27 485.4 159.27 485.53 159.25 485.75 159.13 485.83 159.05 485.84 159.01 485.9 158.94 485.93 158.85 485.82 158.73 485.81 158.69 485.84 158.68 485.91 158.64 485.98 158.53 485.98 158.44 485.9 158.37 485.75 158.35 485.64 158.35 485.56 158.51 485.54 158.54 485.41 158.47 485.47 158.36 485.46 158.3 485.35 158.27 485.25 158.33 485.23 158.36 485.17 158.43 485.15 158.57 485.15 158.55 485.06 158.66 484.96 158.77 484.96 158.82 484.99 158.83 485.04 158.88 485.05 158.89 485.12 158.95 485.22 158.9 485.28 158.9 485.38 158.96 485.39 158.96 485.31 158.99 485.28 159.1 485.27 159.18 485.35 159.27 485.33 159.19 485.26 159.17 485.19 159.18 485.11 159.09 485.07 159.01 485.01 158.96 484.93 158.89 484.86 159.02 484.88 159.13 484.82 159.13 484.8 158.99 484.81 159.02 484.71 159.06 484.71 159.11 484.6 159.25 484.57 159.4 484.66 159.39 484.57 159.41 484.54 159.49 484.54 159.44 484.47 159.41 484.5 159.34 484.47 159.48 484.39 159.48 484.29 159.55 484.39 159.61 484.36 159.64 484.27 159.62 484.2 159.52 484.19 159.45 484.14 159.42 484.07 159.45 483.99 159.4 483.97 159.32 484 159.28 483.97 159.29 483.91 159.12 483.86 159.09 483.78 159.13 483.71 159.18 483.74 159.2 483.78 159.27 483.79 159.29 483.72 159.27 483.62 159.22 483.59 159.13 483.6 159.14 483.52 159.12 483.48 159.04 483.49 159.02 483.43 158.97 483.39 159 483.32 159.08 483.29 159.08 483.21 159.04 483.19 158.98 483.2 158.89 483.16 158.85 483.18 158.84 483.26 158.71 483.25 158.72 483.31 158.68 483.35 158.63 483.3 158.49 483.35 158.46 483.32 158.48 483.24 158.42 483.21 158.35 483.22 158.15 483.12 158.1 483.15 158.05 483.1 157.98 483.08 157.9 483 157.91 482.91 157.88 482.86 157.8 482.91 157.79 482.82 157.86 482.8 158 482.8 157.99 482.69 157.95 482.67 157.92 482.58 157.84 482.53 157.82 482.48 157.84 482.41 157.92 482.38 157.93 482.3 158.01 482.35 158.04 482.31 158.03 482.25 158.08 482.18 158.04 482.14 157.96 482.13 157.88 482.2 157.88 482.23 157.77 482.31 157.65 482.26 157.6 482.28 157.47 482.23 157.4 482.15 157.38 482.24 157.49 482.42 157.54 482.42 157.56 482.55 157.55 482.61 157.45 482.68 157.43 482.73 157.21 482.69 157.11 482.63 157.06 482.63 156.93 482.58 156.76 482.41 156.76 482.35 156.62 482.25 156.78 482.12 156.73 482.07 156.72 482 156.74 481.94 156.8 481.91 156.8 481.84 156.87 481.87 156.92 481.95 157.01 481.98 156.96 481.88 156.96 481.83 157 481.77 157.12 481.76 157.17 481.81 157.31 481.84 157.33 481.89 157.4 481.86 157.39 481.98 157.45 482.02 157.5 481.97 157.45 481.92 157.51 481.89 157.54 482 157.63 481.99 157.75 481.92 157.86 481.89 157.86 481.84 157.82 481.81 157.8 481.7 157.86 481.72 157.87 481.79 157.93 481.83 157.95 481.78 158.03 481.77 158.05 481.71 157.99 481.62 157.94 481.61 157.84 481.53 157.94 481.51 157.94 481.42 157.84 481.29 157.82 481.25 157.66 481.33 157.63 481.29 157.54 481.26 157.59 481.21 157.55 481.16 157.5 481.2 157.36 481.18 157.37 481.11 157.44 481.1 157.47 481 157.41 480.94 157.38 481.01 157.29 481.01 157.22 480.96 157.12 480.92 157.16 480.73 157.21 480.59 157.13 480.49 157.12 480.38 157.07 480.37 157.05 480.48 157 480.59 156.99 480.65 156.95 480.74 156.88 480.81 156.83 480.81 156.76 480.89 156.75 481.01 156.72 481.03 156.71 481.15 156.66 481.18 156.66 481.25 156.57 481.26 156.53 481.32 156.48 481.32 156.44 481.36 156.45 481.45 156.4 481.51 156.36 481.49 156.33 481.35 156.27 481.35 156.22 481.41 156.14 481.32 156.02 481.39 156 481.33 155.94 481.26 155.91 481.17 Z M 156.67 484.7 156.67 484.64 156.8 484.49 156.76 484.39 156.8 484.27 156.96 484.12 156.97 484.07 156.93 484.03 156.89 484.05 156.78 484.03 156.79 483.92 156.84 483.87 157.11 483.78 157.21 483.83 157.28 483.94 157.3 483.88 157.28 483.76 157.4 483.79 157.46 483.85 157.48 484.02 157.51 484.08 157.47 484.13 157.35 484.22 157.36 484.31 157.34 484.39 157.37 484.44 157.36 484.51 157.32 484.53 157.29 484.61 157.19 484.54 157.07 484.53 156.99 484.44 156.79 484.57 156.75 484.63 156.72 484.72 156.67 484.7 Z M 155.13 477.94 155.24 477.92 155.29 477.99 155.37 478.03 155.35 478.08 155.27 478.11 155.21 478.07 155.13 477.94 Z M 155 477.45 155 477.4 155.09 477.43 155.15 477.49 155.21 477.5 155.29 477.6 155.24 477.67 155.19 477.61 155.12 477.61 155 477.48 155 477.45 Z M 153.67 472.09 153.68 472.01 153.66 471.98 153.69 471.8 153.77 471.79 153.79 471.73 153.94 471.83 153.95 471.88 153.89 471.88 153.86 471.92 153.79 471.87 153.78 471.97 153.67 472.09 Z M 155.5 481.64 155.48 481.54 155.5 481.5 155.6 481.44 155.63 481.36 155.69 481.33 155.8 481.36 155.88 481.54 155.85 481.61 155.91 481.62 155.93 481.71 155.86 481.7 155.85 481.76 155.93 481.78 155.87 481.98 155.8 482 155.71 481.96 155.6 481.86 155.58 481.77 155.53 481.73 155.5 481.64 Z M 153.98 474.81 154.1 474.89 154.07 474.93 153.98 474.81 Z M 153.63 474.59 153.67 474.56 153.77 474.64 153.82 474.71 153.7 474.68 153.7 474.63 153.63 474.59 Z M 154.67 481.46 154.72 481.23 154.77 481.2 154.74 481.34 154.73 481.43 154.76 481.49 154.76 481.61 154.7 481.58 154.67 481.46 Z M 151.4 466.51 151.47 466.49 151.57 466.52 151.6 466.59 151.58 466.63 151.43 466.6 151.4 466.51 Z M 151.46 468.04 151.5 468.01 151.56 468.03 151.6 468.12 151.73 468.25 151.73 468.29 151.91 468.47 152.01 468.61 152.07 468.75 152.03 468.81 151.96 468.77 151.94 468.69 151.73 468.5 151.66 468.43 151.62 468.34 151.7 468.33 151.55 468.17 151.46 468.04 Z M 151.13 467.65 151.27 467.63 151.38 467.72 151.46 467.7 151.58 467.83 151.57 467.91 151.52 467.9 151.5 467.95 151.43 467.94 151.38 467.98 151.28 467.89 151.18 467.77 151.13 467.65 Z M 153.84 481.93 153.87 481.86 153.93 481.79 154.1 481.82 154.15 481.74 154.22 481.74 154.24 481.84 154.28 481.97 154.33 481.98 154.41 481.92 154.39 481.85 154.43 481.82 154.54 481.85 154.53 481.79 154.57 481.72 154.67 481.67 154.79 481.68 154.8 481.71 154.78 481.82 154.64 481.91 154.62 481.96 154.56 482.01 154.51 482.09 154.46 482.13 154.44 482.22 154.38 482.3 154.31 482.32 154.34 482.42 154.3 482.47 154.25 482.42 154.17 482.47 154.05 482.41 154.01 482.32 154.02 482.27 154.1 482.18 154.08 482.12 154.03 482.12 153.93 482.06 153.85 481.98 153.84 481.93 Z M 152.27 475.54 152.29 475.4 152.38 475.32 152.4 475.26 152.46 475.16 152.44 475.11 152.55 474.98 152.66 474.95 152.96 475.13 153.12 475.19 153.16 475.23 153.25 475.27 153.34 475.22 153.25 475.16 153.25 475.05 153.19 474.98 153.15 475 152.95 474.93 152.99 474.87 152.95 474.82 152.87 474.79 152.78 474.83 152.69 474.77 152.73 474.71 152.94 474.72 153.03 474.78 153.15 474.79 153.12 474.72 153.15 474.59 153.18 474.52 153.29 474.58 153.5 474.61 153.57 474.66 153.59 474.77 153.65 474.8 153.76 474.97 153.81 475.06 153.84 475.17 153.89 475.29 153.95 475.27 154.02 475.27 154.04 475.39 154.12 475.4 154.17 475.46 154.26 475.67 154.3 475.75 154.24 475.86 154.36 475.94 154.39 475.93 154.45 476.04 154.51 475.9 154.51 475.83 154.47 475.77 154.51 475.68 154.47 475.64 154.45 475.48 154.36 475.4 154.32 475.35 154.39 475.28 154.48 475.31 154.63 475.3 154.6 475.34 154.64 475.38 154.8 475.36 154.76 475.28 154.75 475.21 154.69 475.19 154.65 475.12 154.59 475.1 154.56 475.07 154.49 475.08 154.48 475.03 154.53 474.94 154.31 474.94 154.26 474.9 154.18 474.78 154.2 474.75 154.16 474.69 154.23 474.66 154.24 474.59 154.21 474.54 154.1 474.5 153.98 474.43 154.01 474.39 154.1 474.4 154.12 474.37 154.06 474.31 153.97 474.27 153.85 474.2 153.77 474.12 153.66 474.05 153.57 474.06 153.55 474 153.45 473.95 153.48 473.9 153.49 473.8 153.41 473.71 153.41 473.67 153.47 473.58 153.58 473.51 153.67 473.51 153.7 473.44 153.84 473.33 153.92 473.28 153.99 473.3 154.21 473.32 154.48 473.31 154.51 473.3 154.65 473.37 154.72 473.38 154.8 473.37 154.88 473.38 155.01 473.33 155.1 473.36 155.17 473.41 155.27 473.39 155.33 473.43 155.39 473.43 155.47 473.4 155.55 473.46 155.64 473.45 155.72 473.51 155.83 473.52 155.93 473.51 156.02 473.47 156.04 473.44 156.16 473.43 156.19 473.38 156.28 473.38 156.38 473.4 156.51 473.37 156.63 473.31 156.92 473.32 156.98 473.3 157.1 473.35 157.15 473.42 157.23 473.47 157.33 473.58 157.39 473.58 157.49 473.63 157.59 473.75 157.69 473.97 157.76 474.04 157.81 474.17 157.86 474.26 157.87 474.37 157.94 474.4 158.02 474.5 158.2 474.51 158.38 474.49 158.48 474.57 158.49 474.61 158.58 474.67 158.66 474.7 158.72 474.81 158.8 474.89 158.83 474.97 158.98 475.02 159.06 475.02 159.06 475.11 159.14 475.12 159.35 475.17 159.37 475.22 159.36 475.33 159.44 475.39 159.51 475.51 159.56 475.53 159.62 475.51 159.68 475.55 159.75 475.54 159.79 475.68 159.74 475.76 159.65 475.85 159.63 475.88 159.55 475.94 159.54 475.98 159.43 476 159.36 476.12 159.39 476.18 159.27 476.21 159.22 476.35 159.17 476.4 159.06 476.43 159.04 476.49 158.89 476.55 158.66 476.5 158.56 476.58 158.43 476.56 158.36 476.57 158.27 476.39 158.23 476.38 158.19 476.44 158.24 476.55 158.2 476.6 158 476.58 157.91 476.5 157.82 476.55 157.82 476.58 157.88 476.65 157.78 476.67 157.75 476.8 157.77 476.85 157.73 476.91 157.75 476.95 157.66 477.09 157.49 477.22 157.42 477.17 157.38 477.1 157.33 477.13 157.26 477.06 157.21 477.07 157.16 477.13 157.08 477.08 157.05 477.14 156.99 477.2 156.87 477.18 156.84 477.08 156.77 477.04 156.67 477.06 156.65 477.08 156.52 477.08 156.54 477.14 156.65 477.22 156.68 477.31 156.63 477.33 156.61 477.39 156.55 477.37 156.5 477.43 156.43 477.43 156.38 477.47 156.35 477.56 156.29 477.59 156.25 477.57 155.99 477.65 155.83 477.66 155.75 477.63 155.7 477.51 155.66 477.35 155.66 477.3 155.63 477.22 155.55 477.18 155.59 477.11 155.56 477.02 155.57 476.89 155.45 476.84 155.42 476.97 155.39 476.97 155.37 476.89 155.36 476.77 155.43 476.73 155.55 476.61 155.51 476.56 155.43 476.51 155.4 476.45 155.35 476.51 155.39 476.56 155.37 476.67 155.3 476.73 155.31 476.86 155.28 476.91 155.11 476.93 155.05 476.87 155.03 476.81 154.85 476.74 154.82 476.66 154.75 476.66 154.69 476.7 154.61 476.66 154.58 476.67 154.68 476.79 154.82 476.83 154.88 476.93 154.83 477.02 154.77 477.02 154.82 477.13 154.81 477.2 154.83 477.29 154.79 477.38 154.64 477.38 154.62 477.41 154.68 477.51 154.76 477.51 154.81 477.56 154.94 477.58 154.97 477.68 155.02 477.78 155.11 477.89 155.04 477.89 155 477.92 154.91 477.84 154.83 477.89 154.83 477.94 154.9 477.95 154.9 478 155.01 478.18 154.93 478.22 154.85 478.15 154.87 478.27 154.84 478.34 154.9 478.34 154.93 478.39 155.06 478.43 155.1 478.39 155.14 478.45 155.18 478.46 155.25 478.54 155.29 478.63 155.26 478.71 155.21 478.78 155.27 478.9 155.19 478.99 155.13 478.95 155.09 478.84 155.02 478.84 154.79 478.57 154.75 478.55 154.68 478.62 154.75 478.74 154.75 478.8 154.91 478.86 154.97 478.95 154.98 479.01 155.04 479.03 155.09 479.14 155.13 479.16 155.19 479.28 155.25 479.36 155.22 479.43 155.21 479.52 155.17 479.53 155.12 479.47 155.05 479.49 154.99 479.55 155.04 479.66 155.14 479.81 155.15 479.92 155.19 479.93 155.17 480.02 155.09 480.05 155.16 480.29 155.15 480.34 155.02 480.43 154.94 480.42 154.78 480.23 154.8 480.17 154.81 480 154.77 479.97 154.79 479.89 154.74 479.82 154.71 479.7 154.61 479.61 154.58 479.55 154.58 479.48 154.54 479.4 154.59 479.29 154.5 479.01 154.38 478.87 154.35 478.93 154.39 478.99 154.43 479.13 154.42 479.22 154.46 479.29 154.48 479.39 154.46 479.46 154.41 479.48 154.47 479.74 154.45 479.8 154.49 479.85 154.44 479.96 154.34 479.99 154.21 479.97 154.18 479.94 154.09 479.93 154.13 479.99 154.23 480.03 154.18 480.11 154.27 480.13 154.28 480.18 154.36 480.11 154.42 480.13 154.48 480.1 154.53 480.15 154.52 480.32 154.55 480.38 154.65 480.42 154.64 480.48 154.6 480.54 154.51 480.58 154.43 480.51 154.41 480.52 154.51 480.66 154.63 480.76 154.64 480.97 154.59 481.06 154.5 481.03 154.49 481 154.41 481 154.38 480.86 154.46 480.82 154.41 480.76 154.34 480.77 154.18 480.76 154.12 480.72 154.11 480.57 154.16 480.46 154.05 480.41 154 480.43 153.95 480.4 153.93 480.32 154 480.22 154.04 480.22 154.09 480.11 154.04 480.06 153.87 480.09 153.88 480.01 153.85 479.83 153.81 479.76 153.81 479.68 153.74 479.6 153.69 479.49 153.68 479.4 153.75 479.35 153.77 479.31 153.83 479.29 153.87 479.22 153.89 479.11 153.87 479.04 153.94 479.02 153.98 478.93 153.96 478.88 153.9 478.9 153.75 479.06 153.79 479.12 153.74 479.22 153.68 479.19 153.64 479.24 153.55 479.25 153.56 479.18 153.53 479.11 153.61 479.05 153.58 478.96 153.49 478.88 153.48 478.79 153.57 478.66 153.62 478.64 153.59 478.58 153.6 478.46 153.65 478.46 153.62 478.37 153.55 478.34 153.54 478.25 153.57 478.22 153.5 478.15 153.5 478.05 153.57 477.98 153.56 477.9 153.6 477.88 153.75 478.05 153.85 478.23 153.95 478.38 153.99 478.46 154.07 478.48 154.01 478.38 154 478.3 153.94 478.24 153.92 478.14 153.87 478.11 153.91 477.99 153.97 477.94 153.93 477.86 153.81 477.72 153.79 477.67 153.74 477.69 153.69 477.58 153.64 477.59 153.59 477.52 153.55 477.42 153.4 477.38 153.37 477.35 153.27 477.35 153.18 477.37 153.16 477.42 153.09 477.44 153.07 477.35 153.14 477.25 153.14 477.2 153.06 477.13 153.09 477.03 153.05 476.95 153.13 476.93 153.12 476.88 153.07 476.85 153.01 476.75 152.89 476.79 152.81 476.62 152.71 476.63 152.68 476.53 152.59 476.41 152.51 476.29 152.49 476.18 152.5 476.06 152.44 475.9 152.36 475.79 152.28 475.57 152.27 475.54 Z M 149.03 465.88 149.1 465.94 149.06 465.97 149.03 465.88 Z M 148.04 464.5 148.05 464.43 148.1 464.46 148.19 464.59 148.32 464.72 148.4 464.82 148.45 464.91 148.62 465.14 148.52 465.18 148.48 465.16 148.34 464.95 148.29 464.9 148.25 464.82 148.2 464.77 148.18 464.66 148.08 464.59 148.04 464.5 Z M 147.86 463.82 147.89 463.82 148.03 463.95 147.98 463.96 147.91 463.86 147.86 463.82 Z M 148.03 465.28 148.04 465.25 148.02 465 148.07 465.02 148.19 465.16 148.31 465.39 148.35 465.49 148.4 465.57 148.46 465.55 148.38 465.35 148.49 465.41 148.54 465.39 148.7 465.5 148.74 465.67 148.82 465.71 148.86 465.77 148.93 465.78 148.97 465.82 149.03 465.98 149.11 466.07 149.18 466.09 149.19 466.16 149.23 466.34 149.27 466.36 149.32 466.54 149.54 466.48 149.62 466.42 149.77 466.32 149.74 466.24 149.78 466.21 149.87 466.27 150.02 466.32 150.12 466.3 150.22 466.26 150.32 466.27 150.45 466.33 150.51 466.37 150.59 466.35 150.72 466.37 150.75 466.31 150.8 466.29 150.87 466.3 150.9 466.24 151.02 466.21 151.1 466.13 151.14 466.15 151.22 466.15 151.23 466.27 151.27 466.29 151.3 466.37 151.24 466.42 151.12 466.44 151.2 466.49 151.3 466.62 151.28 466.69 151.38 466.79 151.46 466.82 151.47 466.85 151.57 466.94 151.66 467.05 151.7 467.06 151.75 467.14 151.78 467.21 151.75 467.29 151.82 467.36 152.07 467.58 152.16 467.64 152.27 467.73 152.29 467.8 152.24 467.87 152.39 468.02 152.41 468.08 152.5 468.12 152.65 468.26 152.76 468.39 152.79 468.44 152.77 468.49 152.81 468.66 152.89 468.79 152.9 468.84 152.97 468.88 152.93 469.01 152.96 469.08 152.95 469.13 152.99 469.19 152.98 469.23 153.07 469.33 153.17 469.42 153.37 469.55 153.43 469.72 153.47 469.85 153.46 469.96 153.41 469.97 153.35 469.93 153.25 469.78 153.22 469.65 153.05 469.51 152.95 469.39 152.85 469.35 152.83 469.32 152.74 469.27 152.69 469.27 152.68 469.21 152.55 469.02 152.5 468.93 152.48 468.85 152.38 468.76 152.39 468.69 152.36 468.59 152.33 468.55 152.26 468.41 152.23 468.42 152.09 468.32 151.95 468.24 151.87 468.14 151.83 468.04 151.75 468.05 151.71 467.96 151.59 467.74 151.64 467.66 151.59 467.6 151.58 467.54 151.43 467.41 151.42 467.35 151.26 467.2 151.19 467.21 151.11 467.19 151.02 467.14 150.9 467.15 151.11 467.31 151.24 467.42 151.29 467.54 151.22 467.54 151.14 467.48 151.04 467.46 150.9 467.39 150.87 467.4 150.88 467.48 150.96 467.54 151.01 467.61 151.04 467.7 151.2 467.92 151.23 468.11 151.22 468.23 151.22 468.33 151.18 468.36 151.21 468.42 151.23 468.54 151.3 468.53 151.31 468.48 151.27 468.41 151.27 468.36 151.37 468.2 151.45 468.25 151.53 468.35 151.56 468.42 151.85 468.76 151.89 468.84 152.06 469.06 152.12 469.06 152.15 469.16 152.34 469.29 152.42 469.38 152.43 469.42 152.29 469.47 152.27 469.57 152.31 469.63 152.36 469.56 152.44 469.54 152.58 469.52 152.74 469.61 152.82 469.68 152.9 469.72 152.94 469.79 152.94 469.9 152.96 470.08 153.01 470.2 153.07 470.29 153.19 470.38 153.27 470.46 153.39 470.62 153.47 470.75 153.45 470.78 153.55 470.89 153.52 470.92 153.46 470.84 153.39 470.78 153.38 470.74 153.25 470.62 153.19 470.63 153.22 470.7 153.17 470.78 153.28 470.9 153.32 470.88 153.43 471.04 153.43 471.17 153.58 471.41 153.54 471.53 153.41 471.63 153.36 471.69 153.3 471.91 153.24 471.94 153.14 471.9 153.08 471.83 152.97 471.84 152.9 471.81 152.87 471.75 152.75 471.65 152.78 471.74 152.79 471.84 152.73 471.93 152.66 471.83 152.63 471.73 152.54 471.63 152.47 471.61 152.4 471.51 152.31 471.52 152.31 471.58 152.37 471.62 152.41 471.68 152.47 471.69 152.51 471.82 152.48 471.85 152.5 471.9 152.57 471.89 152.66 471.95 152.61 471.98 152.55 472.07 152.65 472.05 152.76 472.13 152.78 472.17 152.84 472.2 152.86 472.33 152.82 472.49 152.78 472.43 152.68 472.49 152.71 472.59 152.7 472.63 152.72 472.77 152.67 472.84 152.62 472.95 152.56 473.04 152.5 473.08 152.47 473.01 152.37 473.02 152.35 473.12 152.42 473.12 152.42 473.18 152.34 473.18 152.32 473.24 152.36 473.31 152.28 473.37 152.15 473.37 152.2 473.48 152.08 473.51 152.01 473.46 151.95 473.5 151.91 473.62 151.95 473.66 152.08 473.7 152.08 473.73 151.99 473.87 151.92 473.95 151.76 474.08 151.73 474.13 151.75 474.21 151.8 474.28 151.65 474.3 151.53 474.36 151.46 474.34 151.43 474.27 151.31 474.32 151.29 474.45 151.27 474.46 151.25 474.35 151.26 474.25 151.19 474.11 151.19 474.07 151.12 473.96 151.12 473.89 151.06 473.84 151.06 473.73 151.08 473.67 151.02 473.64 151.05 473.53 151.12 473.46 150.99 473.37 150.92 473.28 150.9 473.18 150.85 473.11 150.83 472.99 150.87 472.87 150.93 472.94 151.01 472.94 151.05 472.99 151.15 473 151.22 472.87 151.16 472.85 151.08 472.86 150.93 472.75 150.9 472.67 150.99 472.61 151.06 472.39 151.24 472.28 151.21 472.2 151.11 472.15 151 472.18 150.94 472.15 150.93 471.9 150.86 471.75 150.95 471.69 151.04 471.68 151.07 471.75 151.05 471.79 151.16 471.82 151.24 471.87 151.45 471.85 151.52 471.81 151.46 471.74 151.38 471.78 151.3 471.78 151.29 471.72 151.19 471.66 151.17 471.61 150.91 471.36 150.88 471.26 150.71 471.31 150.74 471.25 150.75 471.17 150.67 471.05 150.6 471.01 150.65 470.97 150.61 470.9 150.6 470.83 150.57 470.79 150.5 470.64 150.36 470.51 150.31 470.45 150.18 470.36 150.19 470.31 150.06 470.04 150.05 469.97 149.98 469.89 149.97 469.78 149.85 469.68 149.79 469.49 149.8 469.28 149.82 469.17 149.77 469.12 149.76 468.85 149.68 468.77 149.7 468.7 149.6 468.48 149.53 468.4 149.49 468.31 149.46 468.13 149.47 468.11 149.38 468.03 149.31 467.89 149.36 467.86 149.3 467.73 149.21 467.65 149.16 467.58 149.12 467.55 149.12 467.48 149.07 467.44 149.06 467.34 149.07 467.26 149.13 467.24 149.11 467.17 149.16 467.11 149.17 467.04 149.09 467.06 149.02 467.02 148.96 466.92 148.9 466.77 148.85 466.71 148.76 466.64 148.72 466.56 148.68 466.53 148.61 466.52 148.54 466.46 148.5 466.38 148.42 466.27 148.44 466.21 148.49 466.18 148.53 466.11 148.53 466.06 148.47 466.03 148.41 466.04 148.43 466.1 148.38 466.12 148.26 465.95 148.19 465.74 148.16 465.69 148.15 465.53 148.13 465.51 148.05 465.35 148.03 465.28 Z M 147.53 464.2 147.59 464.24 147.62 464.29 147.74 464.39 147.83 464.37 147.87 464.47 147.97 464.51 148 464.56 147.94 464.58 147.78 464.54 147.73 464.51 147.61 464.34 147.6 464.29 147.53 464.2 Z M 147.76 466.1 147.81 466.14 147.84 466.22 147.9 466.27 147.89 466.32 147.8 466.23 147.79 466.16 147.76 466.1 Z M 145.99 460.87 146.03 460.87 146.14 460.97 146.08 461 146.06 460.94 145.99 460.87 Z M 145.75 461.06 145.77 461.02 145.85 461.09 146.02 461.38 146.04 461.6 146.08 461.67 146.04 461.71 145.94 461.59 145.82 461.33 145.75 461.06 Z M 148.43 474.94 148.51 474.94 148.49 474.89 148.55 474.85 148.61 474.87 148.57 474.95 148.49 474.98 148.43 474.94 Z M 148.14 474.62 148.17 474.58 148.23 474.59 148.22 474.65 148.14 474.62 Z M 148.26 475.64 148.26 475.6 148.35 475.58 148.44 475.63 148.43 475.81 148.37 475.76 148.36 475.71 148.26 475.64 Z M 147.97 474.66 148.05 474.67 148.03 474.72 147.97 474.66 Z M 147.85 474.55 147.89 474.52 147.89 474.42 148.01 474.4 148.07 474.49 148.09 474.59 148.05 474.62 147.96 474.57 147.85 474.55 Z M 147.59 473.66 147.64 473.61 147.7 473.47 147.84 473.5 147.96 473.44 148 473.46 148.03 473.53 148.05 473.64 148 473.83 147.91 473.93 147.85 473.9 147.7 473.76 147.64 473.73 147.59 473.66 Z M 147.87 476.24 147.89 476.2 148.03 476.23 148.07 476.27 148.11 476.21 148.2 476.26 148.14 476.3 148.05 476.4 148 476.36 147.94 476.37 147.87 476.24 Z M 146.75 472.86 146.77 472.78 146.82 472.8 146.85 472.75 146.98 472.73 147.03 472.74 147.27 472.75 147.39 472.73 147.49 472.77 147.53 472.75 147.53 472.67 147.47 472.69 147.37 472.65 147.19 472.63 147.13 472.59 146.97 472.62 146.93 472.55 146.98 472.53 147 472.47 147.07 472.42 147.13 472.26 147.1 472.23 147.13 472.16 147.22 472.13 147.23 472.05 147.18 471.88 147.1 471.75 147.2 471.69 147.25 471.62 147.26 471.55 147.37 471.38 147.4 471.31 147.48 471.26 147.52 471.29 147.65 471.26 147.75 471.29 147.81 471.34 147.89 471.35 147.97 471.48 148.05 471.53 148.05 471.58 148 471.65 147.81 471.8 147.77 471.85 147.65 471.98 147.66 472.03 147.71 472.1 147.76 472.1 147.75 472 147.85 471.92 147.88 471.82 147.96 471.8 148.01 471.74 148.07 471.71 148.14 471.73 148.25 471.69 148.33 471.63 148.47 471.67 148.52 471.75 148.6 471.77 148.6 471.82 148.5 471.87 148.46 471.92 148.5 471.96 148.56 471.94 148.61 471.89 148.7 471.91 148.83 471.92 148.93 471.97 149.02 471.97 149.06 472.05 149.16 472.04 149.19 471.98 149.26 471.99 149.29 471.91 149.37 471.89 149.48 471.82 149.65 471.83 149.73 471.84 149.83 471.89 149.89 471.84 149.91 471.93 149.91 472.04 149.99 472.14 150.04 472.28 150.11 472.34 150.1 472.49 150.14 472.57 150.14 472.65 150.07 472.69 150.01 472.59 149.92 472.57 149.73 472.41 149.68 472.45 149.62 472.47 149.55 472.44 149.4 472.47 149.46 472.51 149.57 472.55 149.55 472.63 149.57 472.69 149.66 472.74 149.65 472.8 149.69 472.83 149.68 472.94 149.75 473 149.8 473 149.83 472.9 149.77 472.78 149.79 472.73 149.89 472.75 149.92 472.81 149.87 472.87 149.93 472.89 149.98 472.87 150.05 472.94 150.1 473.02 150.12 473.16 150.08 473.27 150.29 473.44 150.37 473.57 150.32 473.61 150.35 473.72 150.43 473.78 150.47 473.85 150.55 474.04 150.51 474.07 150.55 474.14 150.59 474.14 150.65 474.21 150.65 474.27 150.74 474.45 150.72 474.52 150.83 474.63 150.86 474.79 150.8 474.88 150.89 474.89 150.9 474.99 150.96 475.01 151.04 475.19 150.95 475.2 150.99 475.25 151.09 475.26 151.14 475.33 151.16 475.41 151.14 475.48 151.17 475.59 151.2 475.63 151.19 475.72 151.21 475.77 151.35 475.86 151.35 475.92 151.39 475.94 151.45 476.16 151.4 476.21 151.5 476.24 151.52 476.32 151.6 476.4 151.59 476.45 151.64 476.49 151.7 476.67 151.7 476.72 151.74 476.84 151.77 476.89 151.77 477 151.83 477.1 151.82 477.17 151.86 477.35 151.85 477.44 151.87 477.55 151.9 477.65 151.9 477.73 151.84 477.76 151.79 477.61 151.73 477.49 151.71 477.64 151.76 477.81 151.86 478.04 151.87 478.13 151.91 478.15 151.97 478.22 151.97 478.36 152.02 478.48 151.96 478.55 152.02 478.57 152.06 478.63 152.1 478.74 152.08 478.82 152.12 478.85 152.15 478.92 152.16 479.04 152.13 479.15 152.04 479.24 151.97 479.34 151.99 479.37 152.15 479.25 152.19 479.25 152.23 479.36 152.23 479.42 152.17 479.58 152.11 479.62 152.16 479.74 152.19 479.76 152.25 479.69 152.32 479.69 152.35 479.76 152.3 479.81 152.27 479.93 152.27 480.1 152.32 480.15 152.31 480.4 152.27 480.41 152.21 480.36 152.15 480.38 152.13 480.28 152.18 480.19 152.08 480.06 152.12 479.96 152.03 480.03 151.98 480.13 151.83 480.13 151.77 480.07 151.81 480.03 151.68 480.04 151.66 480 151.7 479.92 151.65 479.8 151.61 479.91 151.55 479.84 151.56 479.75 151.47 479.73 151.46 479.64 151.32 479.57 151.22 479.55 151.18 479.51 151.2 479.46 151.15 479.34 151.05 479.25 151.05 479.18 150.95 479.17 150.92 479.08 150.92 478.95 150.87 478.93 150.75 478.84 150.77 478.79 150.68 478.74 150.64 478.62 150.56 478.56 150.56 478.53 150.49 478.47 150.43 478.36 150.4 478.25 150.36 478.21 150.3 478.21 150.27 478.12 150.31 478.07 150.25 477.99 150.23 477.92 150.25 477.8 150.3 477.73 150.38 477.65 150.44 477.62 150.53 477.62 150.58 477.52 150.48 477.47 150.42 477.41 150.26 477.42 150.25 477.53 150.16 477.64 150.06 477.75 149.87 477.79 149.9 477.64 149.89 477.57 149.85 477.52 149.84 477.44 149.76 477.44 149.78 477.34 149.76 477.29 149.78 477.16 149.73 477.14 149.64 477.21 149.64 477.33 149.52 477.38 149.39 477.28 149.43 477.17 149.5 477.13 149.53 477.01 149.49 476.96 149.43 477 149.42 477.11 149.34 477.13 149.33 477.17 149.2 477.17 149.13 477.1 149.16 477.06 149.03 477.01 149 476.87 149.15 476.75 149.11 476.68 149.02 476.65 148.96 476.61 148.91 476.65 148.93 476.74 148.86 476.87 148.81 476.82 148.8 476.74 148.76 476.66 148.66 476.73 148.47 476.71 148.41 476.78 148.34 476.73 148.25 476.72 148.25 476.54 148.21 476.42 148.28 476.38 148.3 476.32 148.36 476.36 148.42 476.32 148.42 476.22 148.5 476.27 148.55 476.37 148.64 476.33 148.57 476.26 148.57 476.1 148.61 476.06 148.51 475.96 148.57 475.95 148.64 475.87 148.52 475.81 148.57 475.76 148.65 475.76 148.79 475.83 148.78 475.77 148.73 475.75 148.62 475.59 148.52 475.57 148.42 475.53 148.47 475.48 148.45 475.31 148.41 475.26 148.44 475.23 148.54 475.24 148.71 475.23 148.69 475.16 148.56 475.17 148.48 475.16 148.46 475.07 148.6 475.1 148.63 475.04 148.74 474.98 148.87 474.98 148.91 474.86 148.95 474.8 149.03 474.82 149.04 474.85 149.18 474.92 149.24 474.91 149.13 474.81 149.06 474.78 149.02 474.73 148.93 474.7 148.9 474.77 148.85 474.83 148.79 474.8 148.76 474.84 148.66 474.76 148.59 474.8 148.55 474.77 148.41 474.86 148.35 474.86 148.43 474.71 148.38 474.68 148.3 474.57 148.26 474.53 148.19 474.43 148.2 474.28 148.27 474.22 148.23 474.13 148.36 473.98 148.41 473.96 148.51 473.96 148.56 473.94 148.55 473.87 148.45 473.86 148.39 473.88 148.33 473.86 148.31 473.93 148.21 474.04 148.17 474.17 148.09 474.13 148.02 474 148.07 473.9 148.07 473.86 148.15 473.76 148.16 473.68 148.13 473.53 148.18 473.5 148.21 473.4 148.15 473.36 148.1 473.39 148.01 473.41 147.94 473.41 147.9 473.45 147.83 473.47 147.73 473.44 147.61 473.47 147.59 473.51 147.52 473.6 147.44 473.63 147.4 473.59 147.29 473.41 147.21 473.35 147.3 473.27 147.15 473.22 147.02 473.15 147.01 473.09 146.94 473.07 146.86 473.01 146.75 472.86 Z M 145.26 465.85 145.32 465.76 145.37 465.76 145.52 465.67 145.69 465.7 145.8 465.75 145.84 465.79 146 465.88 145.97 466 145.88 466.04 145.7 466.05 145.61 466.09 145.49 466.07 145.38 465.98 145.26 465.85 Z M 146.24 473.93 146.29 473.88 146.32 473.8 146.37 473.71 146.35 473.68 146.25 473.64 146.3 473.6 146.32 473.54 146.29 473.5 146.29 473.43 146.32 473.37 146.31 473.32 146.18 473.25 146.2 473.13 146.25 473.1 146.44 473.11 146.49 472.99 146.56 473.04 146.59 473.12 146.64 473.05 146.83 473.13 146.9 473.15 147.02 473.23 147.07 473.22 147.15 473.33 147.24 473.4 147.29 473.48 147.36 473.56 147.4 473.64 147.39 473.7 147.29 473.72 147.21 473.68 147.15 473.62 147.06 473.65 147.18 473.72 147.21 473.82 147.26 473.9 147.31 473.94 147.31 474.04 147.35 474.17 147.41 474.18 147.4 474.1 147.49 474.04 147.52 473.96 147.49 473.81 147.52 473.78 147.5 473.69 147.53 473.67 147.68 473.77 147.82 473.91 147.88 473.95 147.91 474 147.99 474.08 148 474.17 147.88 474.14 147.91 474.09 147.89 474.04 147.83 474.03 147.75 474.15 147.66 474.16 147.66 474.2 147.74 474.23 147.73 474.27 147.61 474.24 147.58 474.19 147.5 474.2 147.55 474.34 147.52 474.41 147.54 474.49 147.52 474.53 147.57 474.66 147.5 474.76 147.48 474.84 147.5 474.93 147.48 475.02 147.44 475.09 147.42 475.18 147.43 475.27 147.35 475.25 147.25 475.27 147.14 475.37 146.95 475.42 146.92 475.46 146.79 475.5 146.76 475.54 146.64 475.54 146.6 475.52 146.59 475.43 146.62 475.38 146.59 475.31 146.6 475.24 146.58 475.02 146.55 475 146.55 474.89 146.61 474.83 146.6 474.78 146.66 474.75 146.68 474.7 146.76 474.68 146.82 474.63 146.83 474.52 146.8 474.46 146.87 474.37 146.81 474.31 146.81 474.27 146.64 474.23 146.57 474.31 146.49 474.31 146.46 474.26 146.49 474.04 146.45 473.93 146.51 473.82 146.47 473.72 146.41 473.78 146.38 473.84 146.39 473.91 146.29 473.97 146.24 473.93 Z M 145.89 472.68 145.91 472.6 146 472.63 145.92 472.72 145.89 472.68 Z M 144 465.04 144.02 464.98 144.09 464.94 144.14 464.97 144.09 465.07 144.01 465.09 144 465.04 Z M 143.44 464.53 143.46 464.44 143.58 464.43 143.64 464.52 143.71 464.7 143.67 464.76 143.44 464.53 Z M 143.83 466.75 143.93 466.61 143.94 466.56 144.03 466.56 144.11 466.5 144.13 466.46 144.21 466.4 144.25 466.54 144.28 466.72 144.19 466.73 144.14 466.79 144.14 466.84 144.06 466.88 143.94 466.86 143.83 466.75 Z M 143.01 464.12 143.04 464.03 143.12 464.07 143.14 464.16 143.21 464.29 143.17 464.32 143.09 464.26 143.01 464.12 Z M 144.06 470.79 144.13 470.78 144.19 470.68 144.26 470.75 144.3 470.83 144.27 470.9 144.19 470.96 144.17 470.88 144.11 470.81 144.06 470.79 Z M 143.55 470.25 143.63 470.24 143.61 470.31 143.55 470.25 Z M 142.94 466.98 143.03 466.97 143.09 467.01 143.16 466.94 143.25 466.91 143.35 466.93 143.4 466.97 143.36 467.03 143.4 467.07 143.34 467.19 143.26 467.17 143.16 467.18 143.18 467.23 143.1 467.24 143.07 467.12 142.93 467.01 142.94 466.98 Z M 143.02 467.5 143.02 467.47 143.15 467.44 143.14 467.5 143.06 467.52 143.02 467.5 Z M 143.03 467.65 143.05 467.63 143.12 467.7 143.06 467.73 143.03 467.65 Z M 142.61 468.77 142.65 468.73 142.65 468.64 142.61 468.61 142.6 468.53 142.63 468.37 142.67 468.29 142.83 468.23 142.92 468.23 142.98 468.12 142.96 468.07 143.04 468 143.09 467.92 143.14 467.92 143.23 467.81 143.36 467.88 143.42 467.96 143.56 468.02 143.59 468.08 143.63 468.06 143.57 467.95 143.48 467.89 143.47 467.82 143.51 467.77 143.45 467.73 143.4 467.74 143.35 467.69 143.36 467.64 143.26 467.56 143.21 467.49 143.23 467.46 143.17 467.39 143.18 467.29 143.27 467.3 143.31 467.36 143.35 467.34 143.4 467.24 143.45 467.24 143.48 467.28 143.51 467.38 143.62 467.46 143.66 467.59 143.71 467.66 143.79 467.67 143.86 467.6 143.81 467.54 143.79 467.49 143.83 467.4 143.9 467.29 143.91 467.23 143.89 467.17 143.95 467.13 144.05 467.13 144.23 467.15 144.34 467.11 144.37 467.17 144.43 467.19 144.45 467.28 144.54 467.29 144.59 467.24 144.6 467.12 144.69 467.02 144.72 466.92 144.81 466.8 144.91 466.76 144.97 466.66 145.02 466.61 145.04 466.51 145.13 466.45 145.2 466.47 145.26 466.59 145.31 466.57 145.35 466.66 145.44 466.76 145.47 466.73 145.55 466.78 145.64 466.81 145.76 466.74 145.84 466.8 145.88 466.87 146.09 466.92 146.22 466.99 146.25 466.97 146.33 467.03 146.39 467.06 146.35 467.18 146.32 467.23 146.36 467.39 146.37 467.43 146.32 467.53 146.33 467.58 146.19 467.74 146.1 467.92 146.08 468 145.91 467.99 145.93 468.05 145.85 468.1 145.91 468.17 145.95 468.15 146.02 468.2 146.11 468.19 146.1 468.36 146.13 468.44 146.27 468.4 146.35 468.18 146.34 468.06 146.41 467.85 146.47 467.82 146.47 467.73 146.51 467.69 146.5 467.64 146.6 467.65 146.57 467.55 146.65 467.51 146.58 467.39 146.57 467.29 146.67 467.26 146.7 467.2 146.81 467.2 146.88 467.25 146.95 467.26 147.04 467.3 147.04 467.4 147.13 467.38 147.23 467.48 147.3 467.42 147.67 467.42 147.72 467.38 147.81 467.39 147.89 467.34 148.01 467.39 148.03 467.48 147.94 467.47 147.93 467.54 148.01 467.52 148.29 467.54 148.46 467.54 148.57 467.58 148.67 467.73 148.71 467.86 148.79 467.99 148.72 468.03 148.73 468.16 148.81 468.21 148.83 468.37 148.71 468.48 148.73 468.52 148.6 468.66 148.67 468.75 148.78 468.81 148.75 468.84 148.65 468.75 148.48 468.62 148.45 468.65 148.33 468.62 148.27 468.58 148.14 468.56 147.98 468.5 147.92 468.45 147.81 468.42 147.81 468.5 147.93 468.6 147.98 468.68 148.12 468.78 148.19 468.8 148.37 468.82 148.43 468.88 148.49 468.87 148.57 469.03 148.68 469.01 148.64 469.09 148.74 469.09 148.87 469.15 148.88 469.22 148.8 469.25 148.7 469.39 148.68 469.45 148.62 469.45 148.51 469.52 148.4 469.46 148.32 469.53 148.38 469.65 148.44 469.69 148.52 469.69 148.61 469.64 148.69 469.66 148.72 469.7 148.82 469.6 148.85 469.55 149 469.51 149.04 469.53 149.13 469.76 149.15 469.85 149.23 469.96 149.18 470.08 149.21 470.12 149.16 470.17 149.23 470.21 149.3 470.23 149.36 470.29 149.52 470.54 149.59 470.71 149.61 470.87 149.6 470.96 149.63 471.06 149.69 471.15 149.75 471.16 149.74 471.24 149.79 471.38 149.75 471.42 149.62 471.28 149.57 471.25 149.53 471.29 149.57 471.33 149.53 471.37 149.66 471.48 149.69 471.53 149.6 471.58 149.48 471.59 149.46 471.61 149.3 471.62 149.28 471.67 149.22 471.65 149.11 471.71 148.98 471.68 148.87 471.69 148.79 471.64 148.68 471.5 148.55 471.46 148.39 471.35 148.31 471.35 148.15 471.23 148.06 471.2 147.86 471.1 147.81 471.1 147.72 471.02 147.65 471.03 147.45 470.91 147.41 470.91 147.27 470.84 147.19 470.82 147.03 470.71 146.93 470.7 146.92 470.65 146.81 470.61 146.74 470.7 146.71 470.78 146.66 470.81 146.65 470.87 146.53 470.94 146.56 470.99 146.74 471.06 146.81 471.02 146.83 470.98 147.04 471.03 147.1 471.08 147.09 471.15 147.03 471.15 146.92 471.23 146.89 471.33 146.8 471.31 146.78 471.4 146.98 471.47 146.99 471.52 146.96 471.66 147.01 471.72 147.04 471.8 147.1 471.85 147.13 471.93 147.15 472.1 147.09 472.13 147 472.22 147.06 472.26 147.04 472.33 146.94 472.4 146.95 472.45 146.91 472.5 146.76 472.53 146.78 472.6 146.87 472.63 146.83 472.71 146.79 472.66 146.74 472.71 146.75 472.75 146.69 472.81 146.64 472.81 146.53 472.83 146.46 472.81 146.39 472.73 146.29 472.77 146.12 472.73 146.03 472.52 146 472.57 145.83 472.43 145.68 472.34 145.59 472.34 145.51 472.18 145.42 472.12 145.35 472.13 145.31 472.08 145.21 472.04 145.2 471.95 145.1 471.87 145.09 471.82 145.03 471.8 144.99 471.74 144.99 471.67 145.11 471.57 145.07 471.52 144.97 471.47 144.9 471.56 144.86 471.56 144.83 471.45 144.77 471.45 144.79 471.55 144.79 471.69 144.71 471.77 144.7 471.71 144.52 471.64 144.44 471.6 144.46 471.54 144.54 471.54 144.59 471.46 144.54 471.38 144.49 471.43 144.4 471.39 144.4 471.31 144.31 471.23 144.26 471.1 144.27 471.04 144.22 471.02 144.32 470.89 144.42 470.89 144.39 470.72 144.48 470.71 144.49 470.67 144.43 470.59 144.31 470.56 144.33 470.43 144.29 470.42 144.23 470.5 144.13 470.41 144.1 470.43 144.14 470.54 144.13 470.66 144.08 470.71 144.04 470.7 143.97 470.59 143.9 470.56 143.94 470.46 143.94 470.38 143.85 470.37 143.83 470.33 143.76 470.34 143.79 470.24 143.68 470.21 143.67 470.11 143.63 470.05 143.55 470.04 143.53 470.14 143.45 470.16 143.36 470 143.3 470.02 143.25 469.99 143.25 469.94 143.16 469.92 143.1 469.85 143.17 469.71 143.1 469.71 143.11 469.65 142.97 469.65 142.97 469.59 143 469.52 142.97 469.46 142.93 469.54 142.9 469.63 142.84 469.6 142.79 469.64 142.74 469.46 142.79 469.41 142.71 469.3 142.73 469.19 142.72 469.07 142.77 469.06 142.81 468.98 142.76 468.93 142.68 468.95 142.61 468.77 Z M 141.53 462.75 141.57 462.69 141.61 462.71 141.64 462.79 141.59 462.82 141.53 462.75 Z M 140.45 462.6 140.48 462.52 140.52 462.51 140.64 462.54 140.64 462.64 140.76 462.73 140.73 462.78 140.64 462.77 140.48 462.65 140.45 462.6 Z M 129.89 458.57 129.93 458.46 130 458.41 130.05 458.47 130.18 458.53 130.17 458.58 130.05 458.65 129.92 458.62 129.89 458.57 Z M 129.7 459.26 129.76 459.2 129.79 459.26 129.77 459.31 129.7 459.26 Z M 129.28 459.59 129.38 459.47 129.45 459.3 129.53 459.25 129.54 459.33 129.52 459.39 129.53 459.49 129.6 459.54 129.61 459.61 129.55 459.63 129.43 459.59 129.44 459.66 129.38 459.79 129.28 459.59 Z M 112.79 457.77 112.82 457.76 112.86 457.84 112.86 457.89 112.9 458.1 112.89 458.2 112.82 458.18 112.84 458.03 112.8 457.9 112.79 457.77 Z M 112.61 457.03 112.72 457.02 112.81 457.06 112.96 457.1 113 457.23 113 457.37 112.94 457.47 112.83 457.3 112.71 457.17 112.65 457.12 112.61 457.03 Z M 112.14 459.65 112.18 459.52 112.23 459.41 112.27 459.21 112.35 459.12 112.42 459 112.51 458.92 112.54 458.86 112.67 458.71 112.65 458.66 112.7 458.56 112.75 458.59 112.83 458.54 112.92 458.41 113 458.33 112.99 458.25 113.07 458.17 113.11 458.21 113.18 458.16 113.43 458.05 113.52 458.07 113.41 458.2 113.18 458.41 113 458.59 112.95 458.64 112.91 458.7 112.78 458.82 112.65 459.06 112.54 459.13 112.41 459.3 112.29 459.53 112.14 459.65 Z M 110.25 455.95 110.3 455.74 110.4 455.61 110.42 455.69 110.28 455.95 110.25 455.95 Z M 108.22 455.74 108.24 455.71 108.4 455.73 108.47 455.7 108.6 455.75 108.7 455.92 108.78 455.96 108.78 456.07 108.61 456.17 108.47 456.13 108.41 456.02 108.31 455.94 108.26 455.87 108.22 455.74 Z M 107.03 455.55 107.23 455.46 107.45 455.53 107.48 455.5 107.56 455.51 107.7 455.59 107.85 455.56 107.95 455.57 107.97 455.65 107.94 455.78 107.85 455.83 107.67 455.86 107.54 455.81 107.46 455.7 107.33 455.66 107.05 455.59 107.03 455.55 Z M 105.89 455.1 105.94 454.99 105.94 454.87 106.04 454.72 106.19 454.71 106.27 454.7 106.35 454.65 106.49 454.62 106.54 454.67 106.64 454.58 106.7 454.56 106.79 454.49 106.93 454.44 106.98 454.42 107.01 454.32 107.04 454.31 107.13 454.37 107.18 454.31 107.15 454.28 107.19 454.22 107.24 454.2 107.33 454.21 107.36 454.16 107.45 454.18 107.54 454.17 107.73 454.09 107.75 454.03 107.81 453.97 107.85 453.99 107.75 454.12 107.75 454.15 107.84 454.17 107.71 454.36 107.64 454.42 107.6 454.43 107.44 454.52 107.31 454.61 107.21 454.65 107.13 454.71 106.95 454.81 106.82 454.92 106.73 454.98 106.55 455.06 106.32 455.17 106.25 455.19 106.1 455.19 105.96 455.17 105.89 455.1 Z M 104.53 455.72 104.59 455.67 104.59 455.57 104.61 455.5 104.69 455.4 104.73 455.39 104.74 455.3 104.81 455.14 104.92 454.98 104.98 454.97 105.04 454.99 105.18 454.95 105.27 455.06 105.37 455.07 105.43 455.04 105.52 455.08 105.59 455.04 105.69 454.97 105.74 455.01 105.82 455.03 105.84 455.07 105.8 455.21 105.82 455.3 105.8 455.36 105.83 455.42 105.81 455.5 105.89 455.51 106.01 455.44 106.18 455.4 106.24 455.4 106.42 455.34 106.48 455.34 106.6 455.3 106.64 455.44 106.75 455.45 106.77 455.47 106.75 455.59 106.77 455.67 106.82 455.76 106.8 455.78 106.67 455.76 106.57 455.77 106.41 455.83 106.4 455.91 106.32 455.92 106.21 456.01 106.13 455.96 106.04 455.96 105.9 456 105.77 456.06 105.57 456.19 105.47 456.28 105.4 456.32 105.34 456.4 105.26 456.46 105.19 456.56 105.07 456.64 104.97 456.75 104.91 456.76 104.82 456.74 104.79 456.63 104.71 456.62 104.65 456.51 104.65 456.45 104.8 456.29 104.86 456.31 104.91 456.22 105.11 456.13 105.12 456.04 105.23 456.04 105.23 455.96 105.28 455.9 105.27 455.85 105.11 455.92 105.01 455.9 104.94 455.91 104.94 455.97 104.88 456.06 104.81 456.09 104.76 456.02 104.67 455.97 104.57 456 104.53 455.89 104.56 455.82 104.53 455.72 Z M 104.17 452.06 104.27 452.02 104.3 452.04 104.33 452.14 104.26 452.13 104.25 452.08 104.17 452.06 Z M 104.17 452.61 104.19 452.58 104.17 452.45 104.22 452.34 104.28 452.25 104.31 452.26 104.38 452.36 104.4 452.31 104.38 452.25 104.31 452.18 104.35 452.15 104.4 452.17 104.57 452.38 104.56 452.44 104.51 452.47 104.53 452.58 104.48 452.65 104.36 452.68 104.26 452.7 104.17 452.61 Z M 101.88 385.6 101.93 385.55 101.98 385.46 102.04 385.47 102.05 385.54 101.94 385.59 101.88 385.6 Z M 102.42 452.22 102.53 452.16 102.53 452.12 102.63 452.13 102.64 452.06 102.76 451.98 102.81 451.98 102.77 452.12 102.8 452.12 102.85 451.99 102.97 452.06 103.02 452.04 103.14 452.04 103.1 452.12 103.11 452.18 103.18 452.13 103.19 452.06 103.28 452.05 103.28 452.16 103.23 452.24 103.08 452.37 103.02 452.38 102.98 452.34 102.89 452.34 102.92 452.24 102.84 452.24 102.76 452.29 102.68 452.25 102.52 452.25 102.42 452.22 Z M 102.17 454.77 102.24 454.7 102.33 454.74 102.23 454.78 102.17 454.77 Z M 102.17 459.41 102.24 459.34 102.27 459.39 102.19 459.44 102.17 459.41 Z M 102.12 453.47 102.15 453.41 102.2 453.44 102.31 453.37 102.34 453.46 102.26 453.59 102.13 453.51 102.12 453.47 Z M 101.96 452.2 102 452.17 102.09 452.22 102.1 452.3 102.05 452.31 101.96 452.2 Z M 101.89 453.27 102.05 453.27 102.06 453.2 102.13 453.25 102.16 453.17 102.24 453.21 102.14 453.35 102.06 453.36 101.91 453.32 101.89 453.27 Z M 101.83 453.8 101.97 453.76 102.03 453.7 102 453.66 101.91 453.64 101.91 453.58 101.99 453.54 102.03 453.49 102.06 453.59 102.15 453.56 102.17 453.59 102.19 453.69 102.26 453.82 102.31 453.82 102.32 453.72 102.42 453.73 102.43 453.65 102.52 453.75 102.45 453.81 102.45 453.86 102.37 453.99 102.3 454.01 102.28 453.96 102.23 453.94 102.21 453.88 102.15 453.87 102.11 453.98 101.99 454.06 101.88 454.07 101.92 454.01 101.96 454 101.96 453.92 102.01 453.93 102.05 453.84 101.97 453.85 101.88 453.88 101.83 453.8 Z M 101.85 456.64 101.87 456.59 101.98 456.58 102.03 456.52 102.1 456.42 102.22 456.31 102.26 456.39 102.36 456.3 102.4 456.29 102.42 456.5 102.35 456.57 102.26 456.61 102.24 456.66 102.18 456.65 102.09 456.72 102.06 456.75 101.94 456.85 101.85 456.8 101.9 456.73 101.85 456.64 Z M 100.89 453.75 100.95 453.59 100.97 453.51 101.02 453.53 100.99 453.59 100.93 453.73 100.89 453.75 Z M 100.36 460.01 100.46 459.94 100.47 459.8 100.42 459.64 100.46 459.58 100.51 459.46 100.6 459.39 100.88 459.38 100.98 459.32 100.97 459.27 100.83 459.27 100.77 459.13 100.8 459.04 100.96 458.95 100.93 458.91 101.03 458.8 101.13 458.82 101.22 458.81 101.24 458.75 101.29 458.71 101.22 458.61 101.15 458.6 101.19 458.5 101.22 458.5 101.38 458.41 101.47 458.38 101.61 458.24 101.62 458.19 101.68 458.11 101.75 458.08 101.85 457.98 101.91 457.97 101.94 457.92 102.1 457.8 102.11 457.74 102.2 457.67 102.22 457.58 102.27 457.56 102.31 457.47 102.31 457.33 102.41 457.26 102.45 457.16 102.51 457.11 102.51 457.04 102.56 456.98 102.52 456.93 102.52 456.87 102.64 456.84 102.73 456.87 102.75 456.79 102.82 456.73 102.87 456.76 102.95 456.66 102.88 456.64 102.86 456.56 102.94 456.53 102.9 456.47 102.81 456.42 102.85 456.28 102.93 456.29 103 456.27 102.99 456.19 102.93 456.14 102.85 456.13 102.86 455.98 103.03 455.89 103.06 455.82 103.18 455.77 103.26 455.76 103.29 455.8 103.29 455.86 103.11 456.04 103.21 456.05 103.29 456.01 103.35 456.04 103.49 456 103.59 456 103.59 456.06 103.55 456.15 103.3 456.38 103.22 456.54 103.29 456.58 103.39 456.53 103.39 456.49 103.48 456.46 103.51 456.39 103.59 456.32 103.69 456.32 103.77 456.24 103.89 456.26 103.9 456.37 103.79 456.52 103.73 456.68 103.65 456.71 103.61 456.79 103.54 456.84 103.43 456.95 103.41 456.99 103.33 457.03 103.32 457.08 103.15 457.17 102.92 457.39 102.87 457.47 102.76 457.62 102.7 457.74 102.56 457.88 102.49 458.01 102.37 458.15 102.32 458.31 102.29 458.45 102.34 458.52 102.3 458.58 102.3 458.66 102.4 458.75 102.33 458.81 102.29 458.75 102.24 458.77 102.16 458.71 102.02 458.81 102 458.86 101.89 458.91 101.88 459.05 101.93 459.13 102.02 459.17 102.08 459.16 102.06 459.33 102.09 459.4 102 459.5 101.9 459.53 101.85 459.6 101.78 459.62 101.71 459.57 101.62 459.53 101.47 459.54 101.42 459.58 101.34 459.69 101.37 459.78 101.32 459.8 101.22 459.91 101.18 459.87 101.07 459.9 101.03 459.9 100.92 459.97 100.81 460.01 100.71 460.12 100.55 460.17 100.44 460.11 100.36 460.01 Z M 100.22 456.7 100.26 456.63 100.33 456.62 100.36 456.44 100.41 456.36 100.49 456.39 100.54 456.35 100.62 456.33 100.66 456.38 100.71 456.33 100.82 456.3 100.9 456.24 100.9 456.2 101.01 456.16 100.95 456.05 100.9 456.1 100.85 456.11 100.78 456.17 100.65 456.24 100.54 456.21 100.49 456.23 100.45 456.08 100.55 456.03 100.58 455.95 100.52 455.9 100.61 455.8 100.61 455.7 100.67 455.6 100.7 455.43 100.74 455.31 100.83 455.19 100.83 455.09 100.88 455.03 100.92 455.09 100.86 455.3 100.9 455.37 100.95 455.3 101 455.33 101.05 455.31 101.05 455.22 101.09 455.16 101.05 455.12 101.08 454.94 101.08 454.86 101.18 454.83 101.2 454.94 101.26 454.94 101.29 454.89 101.34 454.86 101.28 454.73 101.29 454.68 101.26 454.61 101.35 454.62 101.42 454.52 101.39 454.49 101.43 454.42 101.49 454.5 101.56 454.5 101.59 454.46 101.54 454.4 101.61 454.33 101.67 454.41 101.65 454.46 101.67 454.54 101.65 454.56 101.62 454.67 101.58 454.62 101.56 454.8 101.58 454.96 101.5 454.9 101.45 455.02 101.42 454.97 101.37 454.99 101.4 455.07 101.42 455.17 101.35 455.23 101.34 455.29 101.45 455.38 101.47 455.45 101.33 455.56 101.29 455.54 101.2 455.58 101.18 455.64 101.25 455.74 101.31 455.7 101.41 455.7 101.44 455.77 101.44 455.87 101.36 456 101.36 456.08 101.28 456.13 101.29 456.23 101.23 456.32 101.18 456.36 101.16 456.44 101.07 456.5 101.1 456.56 101.08 456.6 101 456.65 101.04 456.73 101.04 456.79 101.17 456.75 101.1 457.02 101.02 457.08 100.94 457.04 100.94 457.1 101 457.17 100.95 457.37 100.92 457.39 100.85 457.33 100.81 457.17 100.75 457.21 100.66 457.12 100.7 457.06 100.71 457 100.76 456.96 100.77 456.9 100.67 456.9 100.64 456.94 100.58 456.89 100.47 456.88 100.42 456.9 100.36 456.84 100.32 456.9 100.27 456.85 100.29 456.75 100.22 456.7 Z M 100.04 453.31 100.14 453.28 100.15 453.36 100.19 453.37 100.2 453.47 100.27 453.48 100.19 453.21 100.24 453.12 100.28 453.16 100.3 453.33 100.39 453.4 100.34 453.22 100.37 453.2 100.45 453.24 100.65 453.54 100.57 453.7 100.36 453.63 100.37 453.69 100.34 453.8 100.21 453.68 100.2 453.59 100.11 453.58 100.13 453.49 100.12 453.41 100.04 453.31 Z M 99.95 457.33 99.97 457.26 100.03 457.17 100.11 457.23 100.1 457.3 100 457.43 99.96 457.4 99.95 457.33 Z M 99.91 458.84 99.99 458.72 100.09 458.55 100.16 458.53 100.19 458.43 100.25 458.36 100.32 458.34 100.35 458.19 100.42 458.14 100.53 457.99 100.64 457.92 100.65 457.99 100.73 457.99 100.76 458.05 100.74 458.15 100.71 458.19 100.65 458.32 100.61 458.38 100.58 458.52 100.47 458.66 100.4 458.7 100.1 458.86 100 458.92 99.91 458.84 Z M 99.57 456.25 99.6 456.14 99.69 456.11 99.73 456.05 99.79 456.04 99.77 455.95 99.8 455.89 99.85 455.89 99.92 455.79 100.03 455.82 100.08 455.74 100.14 455.78 100.16 455.84 100.14 455.99 100.08 456.11 100.05 456.24 100.05 456.39 100.03 456.48 99.97 456.52 99.84 456.53 99.75 456.49 99.67 456.48 99.69 456.41 99.59 456.38 99.57 456.25 Z M 99.57 458.5 99.64 458.5 99.65 458.45 99.62 458.37 99.66 458.33 99.67 458.24 99.71 458.12 99.77 458.02 99.84 457.83 99.96 457.76 99.97 457.69 100.05 457.66 100.08 457.76 100.14 457.63 100.12 457.56 100.18 457.45 100.21 457.35 100.25 457.44 100.24 457.58 100.32 457.55 100.38 457.6 100.43 457.55 100.5 457.65 100.5 457.74 100.44 457.82 100.34 457.87 100.32 457.92 100.24 457.97 100.17 458.05 100.15 458.15 100.01 458.16 99.95 458.26 99.88 458.27 99.78 458.41 99.77 458.47 99.69 458.58 99.63 458.58 99.57 458.5 Z M 99.23 458.92 99.35 458.92 99.45 458.87 99.38 458.84 99.34 458.8 99.42 458.76 99.47 458.68 99.39 458.68 99.35 458.63 99.42 458.61 99.49 458.64 99.6 458.64 99.62 458.7 99.69 458.72 99.75 458.66 99.79 458.57 99.82 458.55 99.89 458.44 99.92 458.43 99.96 458.36 100.07 458.21 100.13 458.23 100.13 458.28 100.07 458.36 99.98 458.56 99.86 458.69 99.78 458.8 99.59 458.93 99.32 458.97 99.31 458.93 99.23 458.92 Z M 95.29 459.11 95.4 459.08 95.32 458.97 95.37 458.95 95.35 458.89 95.41 458.82 95.45 458.91 95.44 459.02 95.41 459.1 95.36 459.16 95.29 459.11 Z M 95.12 459.49 95.16 459.47 95.17 459.36 95.22 459.36 95.28 459.44 95.28 459.51 95.25 459.54 95.19 459.47 95.15 459.55 95.12 459.49 Z M 96.34 383.07 96.47 383.12 96.41 383.15 96.37 383.13 96.34 383.07 Z M 94.18 460.78 94.21 460.74 94.18 460.69 94.19 460.6 94.22 460.59 94.24 460.76 94.26 460.82 94.23 460.89 94.33 460.9 94.41 460.96 94.38 461.06 94.34 461.01 94.31 460.93 94.2 460.92 94.2 460.82 94.18 460.78 Z M 93.54 460.7 93.68 460.85 93.77 461.02 93.82 461.2 93.63 460.92 93.63 460.87 93.58 460.85 93.54 460.7 Z M 92.34 450.3 92.44 450.29 92.49 450.23 92.56 450.01 92.6 449.99 92.75 449.97 92.78 450 92.75 450.12 92.65 450.23 92.5 450.34 92.37 450.33 92.34 450.3 Z M 91.35 462.8 91.4 462.76 91.49 462.77 91.58 462.73 91.6 462.81 91.56 462.85 91.58 462.89 91.54 463.02 91.42 462.95 91.44 462.9 91.55 462.92 91.51 462.82 91.45 462.8 91.35 462.8 Z M 90.13 463.13 90.22 463.11 90.2 463.06 90.14 463.03 90.16 462.98 90.23 463 90.26 462.94 90.28 462.82 90.37 462.78 90.41 462.67 90.39 462.6 90.4 462.53 90.44 462.43 90.53 462.49 90.65 462.52 90.74 462.62 90.75 462.7 90.7 462.68 90.74 462.81 90.71 462.83 90.7 462.92 90.62 462.94 90.55 463.04 90.54 463.13 90.47 463.24 90.42 463.25 90.38 463.31 90.32 463.35 90.27 463.33 90.3 463.27 90.35 463.24 90.29 463.19 90.21 463.24 90.12 463.21 90.13 463.13 Z M 87.55 461.55 87.62 461.48 87.67 461.53 87.67 461.62 87.64 461.63 87.55 461.55 Z M 87.36 464.21 87.46 464.22 87.56 464.27 87.63 464.33 87.68 464.33 87.7 464.45 87.66 464.51 87.54 464.46 87.47 464.38 87.41 464.38 87.36 464.33 87.38 464.26 87.36 464.21 Z M 86.63 464.4 86.71 464.3 86.79 464.31 86.83 464.37 86.91 464.41 86.94 464.46 86.85 464.56 86.78 464.52 86.67 464.51 86.63 464.4 Z M 86.08 464.08 86.17 464.02 86.22 464.01 86.3 463.94 86.38 463.94 86.42 464.04 86.38 464.12 86.39 464.16 86.38 464.23 86.34 464.25 86.23 464.17 86.1 464.15 86.08 464.08 Z M 85.63 470.89 85.66 470.85 85.64 470.77 85.74 470.68 85.71 470.56 85.75 470.5 85.84 470.46 85.87 470.41 85.97 470.44 86.02 470.49 86.04 470.6 86.01 470.72 86.01 470.82 85.95 470.99 85.73 471.13 85.69 471.09 85.69 471.01 85.63 470.95 85.63 470.89 Z M 85.47 465.76 85.52 465.76 85.63 465.7 85.72 465.75 85.71 465.78 85.51 465.82 85.47 465.76 Z M 85.27 465.69 85.31 465.68 85.34 465.6 85.34 465.55 85.41 465.52 85.49 465.54 85.46 465.6 85.37 465.68 85.34 465.8 85.27 465.76 85.27 465.69 Z M 85.88 455.58 85.92 455.45 86.06 455.46 86.15 455.4 86.18 455.26 86.13 455.19 86.27 455.11 86.34 454.97 86.36 454.88 86.38 454.77 86.34 454.66 86.35 454.59 86.43 454.49 86.41 454.41 86.51 454.4 86.56 454.45 86.74 454.56 86.81 454.62 86.59 454.76 86.57 454.81 86.61 454.9 86.57 454.94 86.45 454.97 86.4 455.01 86.33 455.16 86.26 455.24 86.28 455.31 86.34 455.42 86.22 455.49 85.91 455.61 85.88 455.58 Z M 83.88 473.94 83.92 473.87 84.04 473.8 84.1 473.71 84.16 473.68 84.19 473.77 84.16 473.83 84.09 473.86 84.04 473.9 83.94 473.95 83.88 473.94 Z M 83.66 476.71 83.72 476.61 83.82 476.52 83.89 476.53 83.91 476.61 83.86 476.66 83.78 476.71 83.66 476.71 Z M 84.25 465.68 84.36 465.71 84.42 465.64 84.42 465.57 84.48 465.51 84.5 465.42 84.6 465.46 84.6 465.49 84.71 465.56 84.84 465.56 84.91 465.51 84.98 465.6 84.89 465.63 84.8 465.6 84.71 465.7 84.66 465.74 84.47 465.77 84.34 465.75 84.25 465.68 Z M 83.71 473.73 83.78 473.64 83.83 473.61 83.86 473.71 83.89 473.75 83.83 473.85 83.72 473.88 83.73 473.82 83.71 473.73 Z M 83.38 467.57 83.47 467.53 83.47 467.6 83.43 467.61 83.38 467.57 Z M 83.86 456.72 83.93 456.62 83.97 456.65 84.07 456.68 84.13 456.9 84.11 457 84.15 457.09 84.13 457.21 84.01 457.11 83.96 456.99 83.88 456.84 83.86 456.72 Z M 81.91 472.36 81.97 472.26 82.18 472.22 82.34 472.25 82.38 472.19 82.45 472.19 82.45 472.26 82.42 472.3 82.36 472.47 82.37 472.51 82.27 472.61 82.2 472.64 82.07 472.57 82.07 472.53 81.95 472.47 81.91 472.36 Z M 79.89 471.46 79.99 471.32 80.09 471.28 80.13 471.23 80.22 471.2 80.23 471.07 80.3 471.03 80.31 470.95 80.4 470.89 80.47 470.88 80.53 470.91 80.75 471.23 80.83 471.33 81.01 471.33 81.05 471.3 81.13 471.35 81.28 471.2 81.19 471.21 81.13 471.18 81.02 471.18 80.93 471.22 80.89 471.18 80.87 471.06 80.8 471 80.69 470.82 80.69 470.75 80.73 470.68 80.71 470.64 80.75 470.57 80.75 470.52 80.89 470.42 80.94 470.44 80.97 470.49 81.08 470.51 81.09 470.54 81.21 470.56 81.23 470.6 81.31 470.62 81.4 470.57 81.5 470.59 81.53 470.49 81.51 470.44 81.38 470.35 81.3 470.32 81.18 470.17 81.18 470.13 81.32 470.02 81.34 469.93 81.41 469.88 81.41 469.83 81.52 469.89 81.56 469.88 81.62 469.92 81.65 469.98 81.75 470 81.81 470.05 81.87 470.03 81.87 470.1 81.91 470.11 82.02 470.1 81.99 470.04 82.03 470.01 82.26 470.02 82.23 469.96 82.16 469.92 81.93 469.86 81.88 469.81 81.84 469.66 81.89 469.62 82.02 469.62 82.07 469.68 82.26 469.73 82.24 469.78 82.32 469.79 82.35 469.88 82.42 469.88 82.43 469.82 82.39 469.72 82.32 469.63 82.33 469.59 82.41 469.59 82.42 469.47 82.32 469.46 82.27 469.4 82.27 469.36 82.17 469.35 82.05 469.16 82.15 469.19 82.34 469.2 82.41 469.16 82.47 469.09 82.51 468.97 82.59 468.96 82.62 468.82 82.74 468.8 82.8 468.82 82.87 468.81 82.87 468.76 82.92 468.7 82.97 468.68 83.04 468.75 83.11 468.73 83.13 468.79 83.23 468.8 83.35 468.88 83.45 468.83 83.4 468.78 83.28 468.74 83.24 468.67 83.1 468.62 82.96 468.51 82.97 468.45 83.02 468.42 83.02 468.34 82.94 468.28 82.95 468.17 82.99 468.1 83.06 468.04 83.06 467.94 83.18 467.82 83.25 467.84 83.32 467.73 83.36 467.72 83.42 467.8 83.41 467.87 83.47 467.88 83.5 467.96 83.56 467.91 83.57 467.85 83.64 467.87 83.66 467.82 83.77 467.67 83.89 467.85 83.96 467.72 84.08 467.67 84.18 467.65 84.25 467.7 84.17 467.77 84.19 467.82 84.15 467.86 84.12 467.95 84.17 468.02 84.13 468.11 84.04 468.18 83.99 468.31 84.05 468.4 83.97 468.45 83.91 468.51 83.85 468.51 83.82 468.57 83.88 468.59 83.86 468.66 83.76 468.74 83.69 468.75 83.59 468.82 83.59 468.89 83.5 469 83.45 469.12 83.37 469.21 83.39 469.26 83.47 469.22 83.6 469.32 83.55 469.43 83.49 469.5 83.49 469.63 83.51 469.65 83.63 469.66 83.67 469.62 83.65 469.52 83.71 469.52 83.77 469.63 83.79 469.69 83.85 469.76 83.9 469.72 83.86 469.65 83.94 469.63 83.96 469.49 84.06 469.4 84 469.23 84.02 469.17 84.12 469.28 84.16 469.22 84.1 469.16 84.14 469.11 84.23 469.15 84.29 469.19 84.33 469.28 84.41 469.34 84.44 469.42 84.52 469.51 84.42 469.59 84.51 469.72 84.63 469.69 84.69 469.57 84.76 469.53 84.85 469.45 84.9 469.46 84.87 469.54 84.89 469.6 84.98 469.6 85.06 469.66 84.96 469.67 84.91 469.82 84.86 469.83 84.88 469.92 84.81 470.05 84.77 470.16 84.73 470.34 84.71 470.54 84.72 470.65 84.78 470.62 84.78 470.53 84.82 470.51 84.86 470.41 84.88 470.27 84.92 470.16 84.98 470.07 85.04 470.02 85.08 470.06 85.06 470.17 85.01 470.32 85.04 470.37 85.11 470.25 85.15 470.22 85.31 469.84 85.37 469.83 85.43 469.92 85.4 470.05 85.41 470.11 85.4 470.22 85.35 470.27 85.39 470.32 85.4 470.44 85.35 470.47 85.31 470.57 85.36 470.63 85.31 470.75 85.24 470.81 85.12 470.79 85.03 470.87 85.01 470.93 85.06 470.96 85.03 471.02 84.91 471.16 84.8 471.2 84.77 471.11 84.71 471.13 84.7 470.99 84.64 470.97 84.54 471.01 84.48 470.98 84.47 470.89 84.42 470.86 84.41 470.77 84.48 470.72 84.43 470.66 84.43 470.59 84.39 470.58 84.38 470.51 84.32 470.47 84.28 470.52 84.17 470.48 84.1 470.49 84.09 470.57 84.09 470.69 84.17 470.77 84.18 470.9 84.15 470.95 84 470.85 83.95 470.9 84.01 470.92 84.01 471.05 84.05 471.07 84.1 471.14 84.14 471.15 84.19 471.23 84.23 471.26 84.18 471.33 84.13 471.3 84.03 471.3 84.03 471.34 83.92 471.41 83.91 471.31 83.78 471.27 83.74 471.34 83.69 471.28 83.61 471.26 83.59 471.2 83.53 471.19 83.5 471.27 83.42 471.24 83.39 471.29 83.3 471.34 83.26 471.32 83.21 471.46 83.21 471.52 83.11 471.53 83.11 471.43 83.08 471.31 83.13 471.16 83.15 470.88 83.12 470.8 83.03 470.8 83.02 470.92 82.97 471.04 82.95 471.25 82.89 471.38 82.88 471.43 82.84 471.51 82.85 471.57 82.79 471.59 82.73 471.67 82.44 471.73 82.34 471.68 82.32 471.54 82.27 471.55 82.27 471.7 82.35 471.9 82.31 472.01 82.26 472.04 82.24 472.13 82.16 472.15 82.09 472.1 82.05 472.13 81.96 472.1 81.86 472.18 81.81 472.26 81.72 472.2 81.66 472.21 81.57 472.18 81.47 472.18 81.38 472.12 81.23 472.09 81.09 472 80.94 471.85 80.85 471.79 80.79 471.79 80.66 471.72 80.6 471.6 80.54 471.63 80.38 471.59 80.34 471.57 80.08 471.64 80.04 471.53 79.89 471.46 Z M 79.63 467.6 79.72 467.51 79.73 467.61 79.63 467.6 Z M 80.11 462.08 80.17 461.97 80.39 461.98 80.5 461.95 80.52 461.9 80.69 461.85 80.79 461.88 80.82 462.01 80.9 462.11 80.92 462.16 80.94 462.28 80.85 462.41 80.76 462.43 80.65 462.51 80.64 462.47 80.51 462.46 80.48 462.47 80.3 462.49 80.21 462.42 80.17 462.37 80.22 462.22 80.19 462.14 80.11 462.12 80.11 462.08 Z M 78.44 479.62 78.51 479.57 78.68 479.54 78.72 479.56 78.67 479.64 78.54 479.72 78.49 479.71 78.44 479.62 Z M 77.24 480.74 77.34 480.67 77.36 480.71 77.25 480.79 77.24 480.74 Z M 76.22 480.96 76.31 480.82 76.39 480.77 76.42 480.83 76.48 480.82 76.58 480.75 76.69 480.73 76.77 480.77 76.75 480.84 76.77 480.95 76.73 481 76.63 481 76.59 480.95 76.49 480.94 76.46 480.91 76.36 480.89 76.26 480.98 76.22 480.96 Z M 75.33 481.88 75.41 481.78 75.41 481.75 75.55 481.59 75.66 481.52 75.75 481.49 75.93 481.41 75.94 481.44 76.03 481.49 76.22 481.49 76.33 481.44 76.41 481.43 76.47 481.54 76.47 481.64 76.51 481.76 76.58 481.88 76.66 481.93 76.75 481.94 76.83 481.93 76.87 481.9 76.97 481.92 77.1 481.89 77.25 481.92 77.27 482 77.18 482.13 77.09 482.18 76.97 482.22 76.9 482.3 76.82 482.29 76.74 482.3 76.71 482.27 76.62 482.25 76.56 482.26 76.51 482.32 76.47 482.29 76.29 482.27 76.23 482.23 76.09 482.19 75.93 482.22 75.81 482.28 75.7 482.23 75.64 482.18 75.53 482.17 75.4 482.13 75.32 482 75.33 481.88 Z M 75.82 471.06 75.88 471.02 75.95 471.07 76 471.08 76 471.14 75.93 471.17 75.86 471.17 75.82 471.13 75.82 471.06 Z M 73.57 482.49 73.58 482.46 73.69 482.31 73.7 482.28 73.84 482.11 73.88 482.04 74.05 481.87 74.26 481.75 74.35 481.68 74.6 481.49 74.79 481.41 74.86 481.4 74.94 481.42 75.21 481.55 75.25 481.67 75.22 481.79 75.06 481.87 75.02 481.88 74.93 481.96 74.9 482.04 74.86 482.07 74.77 482.07 74.55 482.13 74.37 482.2 74.21 482.3 74.09 482.4 74 482.51 73.93 482.61 73.81 482.7 73.69 482.72 73.65 482.69 73.58 482.59 73.57 482.49 Z M 74.24 476.02 74.32 475.9 74.37 475.89 74.38 475.96 74.47 475.97 74.55 475.9 74.64 475.75 74.68 475.62 74.67 475.56 74.59 475.52 74.61 475.47 74.69 475.4 74.73 475.35 74.82 475.3 74.9 475.09 74.94 475.06 74.98 474.95 75.06 474.9 75.17 474.88 75.27 474.81 75.39 474.75 75.45 474.65 75.46 474.57 75.53 474.51 75.57 474.55 75.67 474.57 75.76 474.52 75.82 474.51 75.91 474.41 75.94 474.36 76.13 474.25 76.18 474.14 76.22 474.17 76.31 474.17 76.4 474.14 76.47 474.14 76.52 474.08 76.62 474.01 77.09 474.14 77.25 474.13 77.35 474.09 77.37 474.15 77.46 474.12 77.53 474.19 77.5 474.25 77.49 474.32 77.52 474.39 77.5 474.45 77.49 474.64 77.52 474.77 77.49 474.89 77.45 474.93 77.52 474.98 77.57 474.97 77.67 475.03 77.68 475.13 77.67 475.22 77.86 475.18 77.88 475.05 77.86 474.96 77.98 474.85 77.99 474.77 78.09 474.74 78.15 474.7 78.08 474.58 77.95 474.43 77.91 474.34 77.92 474.27 77.97 474.22 78.03 474.22 78.13 474.25 78.23 474.26 78.32 474.25 78.39 474.29 78.43 474.26 78.5 474.32 78.59 474.26 78.61 474.34 78.73 474.36 78.79 474.29 78.7 474.15 78.59 474.11 78.37 473.99 78.31 474 78.26 473.92 78.16 473.92 78.12 473.88 78.01 473.83 77.79 473.85 77.77 473.73 77.81 473.72 77.75 473.61 77.8 473.48 77.79 473.33 77.82 473.08 77.96 472.99 77.97 472.93 78.08 472.9 78.15 472.81 78.14 472.72 78.26 472.72 78.33 472.69 78.39 472.7 78.45 472.64 78.53 472.63 78.54 472.57 78.62 472.55 78.65 472.5 78.69 472.61 78.78 472.62 78.88 472.67 78.94 472.64 79.04 472.67 78.98 472.8 78.98 472.86 79 472.94 79.1 472.94 79.13 473 79.19 473.03 79.22 473.23 79.27 473.29 79.31 473.45 79.22 473.56 79.19 473.72 79.2 473.82 79.23 473.87 79.3 473.91 79.38 473.74 79.46 473.46 79.55 473.54 79.65 473.53 79.64 473.41 79.58 473.37 79.58 473.31 79.53 473.19 79.51 473.03 79.57 472.99 79.66 473.02 79.74 473.07 79.8 473.09 79.88 473.17 79.99 473.25 80.06 473.27 80.12 473.31 80.19 473.33 80.29 473.28 80.31 473.22 80.14 473.17 80.09 473.13 80.13 473.08 80.1 472.98 79.92 472.94 79.87 472.91 79.87 472.85 79.82 472.8 79.73 472.78 79.66 472.74 79.57 472.61 79.53 472.59 79.39 472.37 79.4 472.3 79.45 472.25 79.47 472.14 79.54 472.1 79.62 472.08 79.69 472.11 79.83 472.25 79.91 472.28 80 472.38 80.1 472.41 80.1 472.46 80.16 472.5 80.21 472.58 80.3 472.6 80.34 472.7 80.4 472.75 80.48 472.69 80.57 472.72 80.63 472.78 80.74 472.84 80.77 472.91 80.86 472.99 80.91 473 80.92 473.06 80.97 473.11 81.02 473.03 81 472.93 80.93 472.89 80.87 472.79 80.87 472.74 80.76 472.62 80.75 472.55 80.66 472.49 80.63 472.4 80.55 472.37 80.47 472.3 80.39 472.25 80.34 472.13 80.3 472.09 80.28 471.99 80.33 471.94 80.37 471.93 80.48 471.96 80.65 472.17 80.75 472.21 80.83 472.21 80.95 472.34 81.01 472.29 81.07 472.28 81.13 472.3 81.18 472.27 81.31 472.34 81.32 472.4 81.38 472.39 81.54 472.42 81.64 472.4 81.75 472.5 81.94 472.55 82.03 472.64 82.11 472.68 82.14 472.75 82.06 472.83 81.87 472.92 81.93 473 81.83 473.05 81.82 473.1 81.77 473.13 81.69 473.26 81.69 473.34 81.66 473.38 81.71 473.48 81.71 473.55 81.66 473.62 81.62 473.64 81.64 473.78 81.7 473.87 81.76 473.94 81.82 473.96 81.86 473.93 81.85 473.81 81.85 473.6 81.87 473.57 81.87 473.44 81.9 473.3 81.97 473.19 82.11 473.11 82.18 473.13 82.25 473.19 82.28 473.38 82.34 473.38 82.37 473.24 82.41 473.17 82.41 473.12 82.47 473.02 82.58 472.95 82.62 472.96 82.71 472.87 82.73 472.72 82.77 472.69 82.84 472.68 83 472.84 83.1 472.81 83.18 472.71 83.27 472.63 83.32 472.56 83.31 472.41 83.42 472.48 83.52 472.37 83.6 472.39 83.62 472.46 83.58 472.53 83.6 472.58 83.56 472.62 83.64 472.69 83.78 472.71 83.86 472.75 83.91 472.8 83.87 472.86 83.79 472.92 83.83 472.96 83.74 473.01 83.59 472.98 83.53 472.93 83.52 472.87 83.44 472.85 83.35 472.94 83.39 473.08 83.51 473.12 83.52 473.18 83.59 473.19 83.57 473.26 83.52 473.31 83.43 473.32 83.45 473.39 83.51 473.48 83.59 473.41 83.7 473.39 83.73 473.34 83.79 473.36 83.82 473.43 83.86 473.45 83.79 473.55 83.64 473.64 83.67 473.7 83.61 473.79 83.48 473.79 83.43 473.71 83.29 473.81 83.26 473.88 83.24 473.97 83.18 474.02 83.16 474.07 83.19 474.13 83.26 474.1 83.28 474.06 83.35 474.06 83.38 474.13 83.31 474.15 83.25 474.2 83.27 474.27 83.23 474.38 83.27 474.4 83.23 474.48 83.09 474.57 83.11 474.64 83.16 474.66 83.24 474.58 83.39 474.48 83.45 474.4 83.53 474.39 83.62 474.46 83.51 474.55 83.51 474.6 83.43 474.65 83.38 474.76 83.29 474.9 83.21 474.99 83.24 475.04 83.36 475.05 83.42 475 83.44 474.95 83.52 474.91 83.55 474.84 83.62 474.82 83.63 474.73 83.71 474.65 83.75 474.68 83.81 474.78 83.76 474.84 83.8 474.9 83.98 474.83 83.98 474.87 84.05 474.94 84.14 474.92 84.2 474.92 84.25 474.88 84.33 474.9 84.4 474.88 84.41 474.96 84.37 474.98 84.36 475.09 84.39 475.13 84.18 475.33 83.97 475.56 83.83 475.63 83.76 475.79 83.73 475.83 83.69 475.96 83.69 476.09 83.67 476.16 83.71 476.23 83.61 476.29 83.54 476.24 83.36 476.17 83.25 476.16 83.17 476.18 83.1 476.25 83.06 476.22 83.18 476.11 83.21 476.05 83.2 476 83.13 475.94 83.07 475.93 83.01 476.07 82.94 476.16 82.86 476.05 82.8 476.07 82.77 476.01 82.69 476.05 82.68 476 82.62 475.93 82.65 475.87 82.56 475.83 82.45 475.91 82.32 475.89 82.26 475.78 82.2 475.79 82.19 475.68 82.14 475.6 82.07 475.58 82 475.6 81.9 475.66 81.83 475.64 81.74 475.55 81.68 475.52 81.6 475.51 81.55 475.56 81.45 475.57 81.46 475.61 81.53 475.63 81.56 475.7 81.46 475.73 81.47 475.79 81.51 475.82 81.59 475.8 81.71 475.81 81.79 475.85 81.83 475.81 81.95 475.9 82.03 475.92 82.1 476 82.14 476.08 82.15 476.19 82.25 476.25 82.33 476.25 82.37 476.31 82.51 476.33 82.52 476.43 82.6 476.5 82.57 476.55 82.57 476.68 82.46 476.75 82.44 476.84 82.47 476.86 82.45 476.94 82.28 477.09 82.18 477.2 82.13 477.12 82.14 477.04 82.09 476.98 82.02 476.96 81.98 476.99 81.93 477.07 81.86 477.13 81.83 477.2 81.74 477.27 81.62 477.2 81.61 477.16 81.65 477.04 81.59 476.98 81.52 477.08 81.47 477.07 81.46 477.01 81.38 476.93 81.37 476.84 81.47 476.77 81.47 476.69 81.28 476.78 81.2 476.78 81.14 476.76 81.12 476.69 80.85 476.75 80.75 476.79 80.71 476.84 80.67 476.82 80.5 476.78 80.39 476.85 80.39 476.89 80.47 476.94 80.6 476.96 80.66 477.04 80.77 476.99 80.9 477.01 80.98 476.96 81.13 477.09 81.18 477.2 81.24 477.28 81.2 477.36 81.1 477.4 81.08 477.43 80.95 477.47 80.91 477.46 80.82 477.54 80.72 477.57 80.66 477.55 80.59 477.56 80.39 477.54 80.35 477.49 80.22 477.47 80.17 477.52 80.19 477.62 80.23 477.65 80.29 477.63 80.34 477.65 80.37 477.72 80.34 477.82 80.29 477.88 80.34 477.93 80.47 477.86 80.53 477.8 80.74 477.74 80.69 477.84 80.71 477.88 80.79 477.86 80.83 477.9 80.89 477.9 80.94 477.81 81.09 477.77 81.18 477.78 81.2 477.87 81.28 477.95 81.39 477.94 81.43 477.96 81.46 478.07 81.4 478.14 81.28 478.23 81.23 478.22 81.12 478.27 81.08 478.24 80.99 478.26 80.86 478.22 80.78 478.25 80.72 478.31 80.59 478.31 80.58 478.39 80.46 478.42 80.42 478.35 80.34 478.34 80.2 478.41 80.13 478.48 80.08 478.61 80.13 478.64 80.14 478.76 80.12 478.81 80.03 478.9 79.98 479.01 79.87 479 79.75 479.06 79.7 479.07 79.67 479.01 79.59 478.98 79.56 478.92 79.66 478.82 79.67 478.7 79.63 478.66 79.53 478.67 79.53 478.62 79.65 478.52 79.7 478.42 79.61 478.44 79.39 478.53 79.38 478.41 79.57 478.29 79.52 478.22 79.46 478.22 79.5 478.12 79.68 477.96 79.82 477.78 79.88 477.74 79.89 477.61 79.94 477.55 79.9 477.51 79.76 477.63 79.68 477.66 79.58 477.59 79.57 477.74 79.44 477.88 79.36 477.98 79.32 478.08 79.27 478.1 79.22 478.17 79.16 478.14 79.15 478.07 79.11 478.03 79.11 477.97 79.02 477.93 78.98 478.03 79.05 478.2 79.07 478.32 79.05 478.42 79 478.49 78.92 478.41 78.82 478.35 78.72 478.26 78.6 478.3 78.36 478.28 78.33 478.33 78.36 478.37 78.22 478.48 78.37 478.52 78.47 478.49 78.49 478.52 78.57 478.54 78.64 478.52 78.68 478.57 78.69 478.65 78.6 478.71 78.55 478.76 78.57 478.82 78.68 478.84 78.74 478.91 78.8 478.93 78.73 479.14 78.65 479.2 78.56 479.23 78.51 479.38 78.41 479.37 78.28 479.38 78.23 479.34 78.17 479.24 78.14 479.3 78.18 479.48 78.11 479.57 78 479.66 77.86 479.7 77.82 479.79 77.87 479.86 77.91 479.85 77.94 479.78 78.04 479.75 78.13 479.75 78.19 479.77 78.08 479.92 77.96 479.94 77.85 480 77.81 480.05 77.76 480.04 77.75 479.95 77.71 479.92 77.58 479.98 77.51 480.06 77.54 480.11 77.48 480.18 77.4 480.24 77.38 480.3 77.31 480.3 77.27 480.36 77.27 480.45 77.15 480.49 77.09 480.53 76.97 480.6 76.81 480.58 76.79 480.5 76.75 480.43 76.67 480.43 76.55 480.51 76.48 480.53 76.37 480.55 76.32 480.49 76.36 480.35 76.41 480.25 76.51 480.16 76.52 480.06 76.58 479.97 76.69 479.82 76.79 479.78 76.85 479.8 76.92 479.76 76.97 479.68 76.98 479.62 77.04 479.58 77.05 479.51 77.13 479.44 77.2 479.4 77.3 479.4 77.36 479.34 77.48 479.34 77.6 479.22 77.64 479.15 77.62 479.07 77.57 479.06 77.56 478.99 77.49 478.99 77.45 479.06 77.34 479.11 77.22 479.1 77.13 479.11 77.11 479.08 77.15 478.96 77.14 478.92 77.18 478.86 77.16 478.81 77.24 478.67 77.33 478.56 77.4 478.42 77.37 478.37 77.51 478.27 77.59 478.19 77.67 478.19 77.88 478.04 77.92 477.94 77.97 477.91 77.98 477.85 77.97 477.74 77.89 477.72 77.82 477.83 77.81 477.93 77.72 477.97 77.62 478 77.57 477.99 77.47 478.12 77.38 478.17 77.32 478.24 77.26 478.27 77.24 478.32 77.18 478.33 77.16 478.39 77.03 478.56 76.98 478.64 76.94 478.65 76.88 478.74 76.84 478.83 76.73 478.96 76.65 478.98 76.63 478.94 76.57 478.96 76.56 479.02 76.52 479.06 76.36 479.29 76.3 479.29 76.23 479.33 76.17 479.34 76.13 479.43 76.07 479.49 76.08 479.58 75.98 479.63 75.89 479.71 75.81 479.75 75.78 479.72 75.81 479.47 75.8 479.3 75.73 479.17 75.65 479.12 75.6 479.07 75.57 478.98 75.47 478.87 75.24 478.73 75.02 478.62 75.03 478.53 75.08 478.39 75.1 478.21 75.12 478.05 75.12 477.75 75.14 477.48 75.14 477.29 75.09 477.11 75.03 477 75.01 476.87 74.95 476.74 74.85 476.63 74.61 476.64 74.66 476.58 74.59 476.5 74.46 476.54 74.25 476.49 74.38 476.43 74.4 476.36 74.36 476.33 74.42 476.27 74.4 476.17 74.3 476.12 74.27 476.04 74.24 476.02 Z M 69.33 486.36 69.35 486.35 69.57 486.27 69.64 486.23 69.76 486.11 69.87 485.87 69.94 485.82 70.03 485.8 70.15 485.85 70.16 485.94 70.05 486.15 70.02 486.23 70.03 486.32 70.07 486.52 70.05 486.63 70.06 486.68 70 486.74 69.94 486.86 69.83 486.89 69.74 486.8 69.72 486.76 69.62 486.72 69.52 486.74 69.4 486.71 69.41 486.62 69.38 486.59 69.43 486.51 69.36 486.44 69.33 486.36 Z M 68.64 475.15 68.7 475.1 68.76 475.16 68.73 475.19 68.64 475.15 Z M 68.53 475.23 68.56 475.2 68.64 475.24 68.57 475.3 68.53 475.23 Z M 68.4 475.44 68.46 475.37 68.52 475.43 68.46 475.46 68.4 475.44 Z M 67.45 477.48 67.49 477.42 67.52 477.42 67.59 477.55 67.45 477.48 Z M 65.6 484.36 65.7 484.37 65.73 484.31 65.81 484.32 65.82 484.26 65.76 484.22 65.69 484.11 65.72 484.04 65.84 484.15 65.93 484.04 65.92 483.96 65.98 483.97 66 484.09 66.06 484.18 66.06 484.34 65.88 484.38 65.9 484.44 65.85 484.5 65.87 484.58 65.87 484.68 65.83 484.69 65.79 484.61 65.74 484.57 65.76 484.5 65.63 484.45 65.6 484.36 Z M 65.5 483.41 65.54 483.33 65.53 483.2 65.57 483.17 65.57 483.08 65.6 483.02 65.65 483.05 65.64 483.13 65.74 483.27 65.67 483.38 65.67 483.45 65.65 483.54 65.57 483.53 65.5 483.49 65.5 483.41 Z M 63.84 480.52 63.89 480.49 63.96 480.43 63.97 480.38 64.08 480.31 64.11 480.26 64.21 480.25 64.25 480.3 64.35 480.31 64.51 480.29 64.59 480.29 64.64 480.33 64.78 480.33 64.85 480.36 64.99 480.49 65.05 480.52 65.1 480.6 65.14 480.61 65.22 480.72 65.15 480.74 65.09 480.7 65.05 480.62 64.87 480.57 64.74 480.57 64.66 480.54 64.57 480.59 64.52 480.69 64.39 480.64 64.34 480.67 64.28 480.63 64.17 480.6 64.07 480.62 63.93 480.58 63.84 480.61 63.84 480.52 Z M 63.56 479.71 63.62 479.71 63.69 479.78 63.63 479.81 63.57 479.78 63.56 479.71 Z M 62.2 480.63 62.27 480.53 62.29 480.6 62.2 480.63 Z M 61.41 481.54 61.52 481.51 61.56 481.46 61.72 481.44 61.8 481.52 61.73 481.59 61.74 481.65 61.79 481.77 61.72 481.76 61.67 481.84 61.59 481.76 61.55 481.65 61.45 481.61 61.41 481.54 Z M 60.2 482.8 60.34 482.8 60.38 482.82 60.36 482.9 60.3 482.85 60.21 482.84 60.2 482.8 Z M 56.94 484.55 57.07 484.34 57.04 484.29 57.12 484.21 57.22 484.23 57.33 484.17 57.41 484.15 57.45 484.23 57.49 484.22 57.6 484.31 57.57 484.37 57.57 484.48 57.68 484.51 57.74 484.59 57.73 484.63 57.67 484.68 57.6 484.65 57.64 484.59 57.63 484.56 57.54 484.55 57.49 484.57 57.46 484.49 57.39 484.5 57.35 484.45 57.4 484.36 57.31 484.36 57.19 484.38 57.11 484.46 57.08 484.58 57.03 484.59 57.09 484.71 56.98 484.68 56.94 484.55 Z M 55.84 484.25 55.89 484.23 55.99 484.11 56.03 484.03 56.15 484.15 56.2 484.16 56.2 484.22 56.14 484.24 56.19 484.3 56.19 484.37 56.09 484.42 56 484.38 55.92 484.29 55.87 484.29 55.84 484.25 Z M 54.3 489.59 54.36 489.58 54.44 489.63 54.43 489.71 54.35 489.66 54.3 489.59 Z M 54.07 490.71 54.15 490.67 54.23 490.68 54.27 490.6 54.22 490.51 54.3 490.47 54.38 490.41 54.43 490.48 54.41 490.58 54.51 490.63 54.6 490.59 54.65 490.61 54.66 490.74 54.58 490.86 54.48 490.95 54.4 490.99 54.3 491.02 54.19 491 54.16 490.96 54.16 490.88 54.12 490.84 54.13 490.78 54.07 490.71 Z M 55.08 484.47 55.13 484.38 55.3 484.35 55.3 484.41 55.37 484.48 55.34 484.6 55.41 484.66 55.36 484.76 55.23 484.82 55.26 484.69 55.21 484.63 55.21 484.56 55.17 484.5 55.08 484.47 Z M 55.1 484.19 55.18 484.23 55.12 484.27 55.1 484.19 Z M 54.85 484.97 54.91 484.92 54.95 484.83 54.95 484.76 54.99 484.72 55.03 484.61 55.08 484.61 55.17 484.64 55.19 484.69 55.16 484.73 54.91 484.94 54.85 484.97 Z M 53.66 489.78 53.71 489.78 53.78 489.7 53.81 489.62 53.87 489.62 53.87 489.53 53.98 489.59 54.04 489.56 54.14 489.56 54.24 489.61 54.26 489.72 54.22 489.78 54.18 489.74 54.09 489.67 54.01 489.81 54.08 489.83 54.14 489.91 54.1 489.95 54.19 490.01 54.22 490.09 54.22 490.19 54.12 490.22 54.06 490.19 53.96 490.31 53.84 490.31 53.78 490.36 53.66 490.35 53.75 490.26 53.76 490.22 53.71 490.14 53.8 490.07 53.86 490.12 53.94 490.14 53.96 490.01 53.91 490 53.88 489.94 53.91 489.78 53.99 489.74 53.93 489.7 53.85 489.72 53.82 489.77 53.74 489.82 53.66 489.85 53.66 489.78 Z M 52.91 491.12 52.96 491.07 53.07 491.09 53.15 491.26 53.25 491.38 53.21 491.54 53.18 491.58 53.08 491.58 52.97 491.56 52.88 491.49 52.95 491.42 52.95 491.25 52.91 491.21 52.91 491.12 Z M 53.09 488.93 53.14 488.86 53.2 488.91 53.26 488.94 53.32 489.03 53.33 489.08 53.44 489.17 53.48 489.1 53.37 488.96 53.41 488.9 53.42 488.84 53.5 488.88 53.56 488.89 53.6 488.84 53.56 488.79 53.47 488.77 53.38 488.73 53.41 488.68 53.48 488.73 53.51 488.63 53.48 488.44 53.48 488.37 53.54 488.34 53.57 488.44 53.63 488.43 53.71 488.32 53.72 488.26 53.78 488.2 53.83 488.26 53.81 488.35 53.76 488.46 53.63 488.54 53.66 488.58 53.63 488.66 53.7 488.69 53.77 488.67 53.78 488.82 53.66 488.82 53.64 488.88 53.71 488.9 53.75 488.95 53.65 489.04 53.6 488.98 53.54 488.99 53.62 489.08 53.57 489.15 53.58 489.23 53.53 489.3 53.58 489.4 53.63 489.45 53.68 489.54 53.65 489.58 53.56 489.6 53.54 489.53 53.49 489.5 53.46 489.31 53.42 489.26 53.35 489.28 53.35 489.47 53.34 489.54 53.24 489.53 53.18 489.46 53.02 489.47 53.04 489.4 53.03 489.34 53.08 489.31 53.08 489.24 53.12 489.22 53.24 489.25 53.29 489.18 53.17 489.09 53.17 488.99 53.09 488.93 Z M 53.12 488.5 53.18 488.52 53.18 488.61 53.11 488.56 53.12 488.5 Z M 52.66 489.07 52.68 489.01 52.76 488.99 52.75 488.94 52.81 488.86 52.87 488.86 52.88 488.94 52.83 489.09 52.76 489.13 52.68 489.1 52.66 489.07 Z M 52.04 490.95 52.11 490.96 52.19 490.92 52.24 490.95 52.32 490.87 52.4 490.83 52.46 490.85 52.57 490.92 52.48 490.97 52.48 491.03 52.35 490.99 52.3 491.02 52.3 491.08 52.21 491.08 52.22 491.15 52.1 491.12 52.08 491.05 52.04 490.95 Z M 52.34 489.16 52.39 489.12 52.4 489.06 52.46 489.04 52.53 489.06 52.6 489.12 52.59 489.23 52.42 489.26 52.34 489.16 Z M 52.18 489.34 52.24 489.27 52.3 489.4 52.33 489.57 52.25 489.59 52.21 489.49 52.22 489.42 52.18 489.34 Z M 56.28 464.32 56.37 464.35 56.39 464.43 56.31 464.48 56.28 464.32 Z M 51.27 489.84 51.32 489.87 51.32 489.98 51.26 489.93 51.27 489.84 Z M 51.95 486.01 51.98 485.93 52.07 485.9 52.05 485.99 51.95 486.01 Z M 51.54 487.14 51.66 487.09 51.76 487.11 51.8 487.21 51.87 487.27 51.85 487.34 51.8 487.38 51.68 487.35 51.55 487.28 51.54 487.14 Z M 50.72 489.54 50.81 489.52 50.83 489.57 50.72 489.54 Z M 55.73 462.5 55.81 462.5 55.8 462.57 55.88 462.67 55.82 462.69 55.8 462.6 55.72 462.56 55.73 462.5 Z M 50.4 490.02 50.45 489.98 50.48 489.85 50.57 489.79 50.63 489.81 50.69 489.87 50.8 489.77 50.75 489.64 50.88 489.6 50.93 489.53 51.03 489.36 51.17 489.31 51.17 489.25 51.26 489.25 51.29 489.2 51.24 489.11 51.08 489.13 51.06 489.11 50.94 489.05 50.95 488.94 50.99 488.91 51.04 488.94 51.1 488.92 51.17 489.01 51.2 488.98 51.2 488.91 51.17 488.83 51.04 488.76 50.94 488.69 50.93 488.62 51 488.56 51.09 488.58 51.25 488.74 51.37 488.84 51.4 488.89 51.46 488.85 51.39 488.78 51.35 488.78 51.27 488.55 51.24 488.52 51.24 488.42 51.34 488.34 51.39 488.42 51.45 488.46 51.48 488.55 51.51 488.58 51.51 488.65 51.55 488.7 51.63 488.73 51.62 488.81 51.69 488.79 51.74 488.72 51.68 488.66 51.74 488.61 51.67 488.53 51.74 488.46 51.69 488.44 51.63 488.36 51.63 488.27 51.6 488.22 51.62 488.16 51.58 488.1 51.71 488.1 51.79 488.17 51.82 488.25 51.9 488.34 51.9 488.44 51.95 488.46 51.99 488.4 51.98 488.35 51.97 488.09 52.03 488.09 52.06 488.15 52.12 488.15 52.15 488.12 52.12 487.9 52.19 487.87 52.22 487.82 52.29 487.77 52.37 487.62 52.43 487.62 52.5 487.79 52.49 487.87 52.51 487.95 52.44 488.05 52.36 488.03 52.32 488.05 52.25 488.02 52.22 488.06 52.25 488.17 52.24 488.25 52.18 488.39 52.17 488.5 52.12 488.61 52.2 488.61 52.19 488.72 52.22 488.73 52.31 488.6 52.34 488.43 52.38 488.4 52.47 488.43 52.54 488.43 52.54 488.48 52.47 488.51 52.51 488.57 52.47 488.62 52.46 488.69 52.41 488.78 52.35 488.78 52.28 488.75 52.31 488.89 52.21 488.98 52.16 488.94 52.15 488.88 52.1 488.87 52.02 488.77 51.99 488.69 51.93 488.71 51.92 488.83 51.89 488.88 51.79 488.86 51.84 488.97 51.91 488.96 51.91 489.08 51.87 489.12 51.75 489.09 51.65 489.02 51.6 489.1 51.66 489.21 51.6 489.28 51.49 489.35 51.44 489.3 51.39 489.38 51.36 489.47 51.28 489.48 51.22 489.53 51.11 489.55 51.02 489.68 51.01 489.81 50.95 489.84 50.87 489.82 50.77 489.84 50.73 489.88 50.71 490.08 50.59 490.17 50.61 490.26 50.53 490.28 50.49 490.32 50.47 490.24 50.47 490.13 50.41 490.08 50.4 490.02 Z M 55.21 463.56 55.28 463.47 55.28 463.39 55.33 463.32 55.38 463.39 55.39 463.46 55.35 463.64 55.42 463.69 55.44 463.76 55.39 463.89 55.33 463.89 55.35 463.8 55.32 463.74 55.21 463.61 55.21 463.56 Z M 50.74 486.32 50.86 486.21 50.94 486.19 51.13 486.12 51.22 486.18 51.28 486.2 51.25 486.26 51.27 486.3 51.33 486.34 51.43 486.35 51.53 486.31 51.6 486.33 51.52 486.42 51.48 486.53 51.52 486.64 51.47 486.68 51.5 486.74 51.44 486.8 51.26 486.66 51.17 486.5 51.11 486.47 51.04 486.47 50.95 486.58 50.8 486.56 50.73 486.37 50.74 486.32 Z M 54.77 463.49 54.83 463.4 54.89 463.21 54.96 463.09 54.98 463.09 55.02 463.24 55.02 463.3 54.99 463.42 54.94 463.47 54.82 463.56 54.77 463.49 Z M 49.88 486.91 49.96 486.91 50.02 486.85 50 486.81 50.02 486.73 50.09 486.69 50.17 486.7 50.19 486.78 50.33 486.87 50.57 486.77 50.58 486.75 50.71 486.79 50.73 486.86 50.6 486.93 50.71 486.98 50.71 487.15 50.73 487.2 50.69 487.29 50.64 487.32 50.64 487.37 50.58 487.48 50.53 487.51 50.39 487.43 50.41 487.38 50.39 487.25 50.32 487.22 50.27 487.25 50.23 487.22 50.23 487.15 50.2 487.13 50.06 487.17 49.91 487 49.88 486.91 Z M 48.55 486.64 48.66 486.63 48.68 486.53 48.75 486.47 48.76 486.42 48.89 486.28 48.96 486.24 49.08 486.24 49.2 486.15 49.29 486.23 49.35 486.22 49.45 486.28 49.5 486.35 49.5 486.4 49.46 486.49 49.47 486.56 49.43 486.65 49.38 486.69 49.33 486.77 49.3 486.74 49.22 486.77 49.22 486.84 49.25 486.9 49.31 486.93 49.42 486.88 49.43 486.83 49.5 486.82 49.53 486.77 49.63 486.78 49.62 486.71 49.57 486.64 49.64 486.56 49.68 486.54 49.83 486.4 49.88 486.42 49.99 486.52 49.97 486.57 49.97 486.66 49.93 486.67 49.88 486.75 49.74 486.81 49.72 486.88 49.67 486.92 49.66 486.98 49.67 487.13 49.66 487.19 49.72 487.3 49.79 487.35 49.79 487.43 49.74 487.47 49.67 487.44 49.61 487.47 49.61 487.51 49.74 487.54 49.83 487.57 49.88 487.61 49.86 487.68 49.87 487.82 49.98 487.89 49.95 487.93 49.87 487.91 49.85 487.94 49.77 487.89 49.74 487.84 49.64 487.83 49.8 488.01 49.78 488.07 49.72 488.12 49.64 488.23 49.62 488.15 49.62 488.04 49.5 488.03 49.48 488.09 49.41 488.08 49.39 488 49.31 488.05 49.26 487.91 49.18 487.92 49.1 487.83 49.09 487.67 49 487.62 48.8 487.61 48.74 487.67 48.75 487.71 48.64 487.83 48.62 487.9 48.58 487.95 48.57 488.01 48.52 488.04 48.46 488.05 48.51 487.92 48.5 487.88 48.56 487.84 48.56 487.73 48.53 487.69 48.55 487.61 48.48 487.48 48.44 487.45 48.46 487.38 48.56 487.23 48.57 487.12 48.5 487 48.63 486.82 48.6 486.7 48.55 486.64 Z M 49.08 482.59 49.17 482.53 49.27 482.56 49.35 482.56 49.45 482.5 49.53 482.41 49.58 482.31 49.63 482.34 49.58 482.42 49.58 482.55 49.53 482.59 49.44 482.56 49.09 482.6 49.08 482.59 Z M 48.89 481.75 48.92 481.72 49.04 481.67 49.23 481.7 49.31 481.73 49.27 481.77 49.21 481.74 49.02 481.72 48.9 481.8 48.89 481.75 Z M 52.32 463.71 52.38 463.62 52.38 463.55 52.41 463.46 52.39 463.4 52.46 463.28 52.48 463.19 52.53 463.15 52.57 463.04 52.57 462.98 52.71 462.93 52.81 462.86 53.13 462.75 53.3 462.79 53.42 462.76 53.53 462.68 53.63 462.64 53.72 462.66 53.8 462.58 53.84 462.51 53.93 462.51 54.05 462.45 53.96 462.59 53.81 462.8 53.64 463 53.48 463.25 53.46 463.29 53.21 463.61 53.15 463.7 53.05 463.9 53.02 463.93 52.87 464.03 52.76 464.04 52.69 464.08 52.63 464.03 52.42 463.97 52.3 464.03 52.26 463.97 52.33 463.84 52.3 463.74 52.32 463.71 Z M 59.49 424.85 59.52 424.76 59.55 424.92 59.48 424.89 59.49 424.85 Z M 46.09 487.01 46.18 486.92 46.3 486.89 46.38 486.97 46.49 486.94 46.51 486.99 46.48 487.07 46.51 487.09 46.53 487.19 46.51 487.29 46.47 487.37 46.42 487.39 46.18 487.18 46.19 487.13 46.1 487.08 46.09 487.01 Z M 45.24 487.76 45.26 487.76 45.34 487.65 45.33 487.49 45.43 487.59 45.5 487.74 45.47 487.85 45.43 487.87 45.33 487.88 45.24 487.76 Z M 45.67 484.67 45.73 484.6 45.76 484.67 45.67 484.67 Z M 45.1 486.74 45.13 486.67 45.18 486.59 45.31 486.53 45.36 486.56 45.49 486.6 45.59 486.56 45.69 486.57 45.81 486.53 45.83 486.59 45.73 486.68 45.68 486.74 45.68 486.8 45.62 486.88 45.59 486.83 45.54 486.81 45.41 486.85 45.34 486.9 45.19 486.81 45.12 486.82 45.1 486.74 Z M 44.19 487.02 44.23 486.99 44.26 486.91 44.37 486.91 44.43 486.84 44.51 486.85 44.54 486.82 44.66 486.93 44.77 486.96 44.8 487.05 44.85 487.06 44.86 487.18 44.91 487.19 45.09 487.32 45.14 487.33 45.21 487.38 45.19 487.51 45.08 487.53 45.02 487.55 44.97 487.61 44.98 487.66 44.88 487.62 44.82 487.72 44.68 487.75 44.63 487.75 44.58 487.63 44.52 487.58 44.52 487.48 44.56 487.41 44.63 487.4 44.69 487.35 44.75 487.24 44.75 487.11 44.69 487.05 44.69 487 44.6 486.99 44.56 487.01 44.63 487.1 44.6 487.2 44.52 487.29 44.51 487.33 44.4 487.25 44.39 487.21 44.3 487.16 44.22 487.15 44.19 487.02 Z M 43.96 487.86 44.05 487.91 44.08 488.01 44.13 488.06 44.07 488.13 44 488.03 43.99 487.95 43.95 487.9 43.96 487.86 Z M 44.05 487.23 44.14 487.2 44.17 487.28 44.23 487.28 44.28 487.35 44.24 487.43 44.18 487.44 44.07 487.28 44.05 487.23 Z M 43.83 487.42 43.88 487.46 43.86 487.55 43.91 487.61 43.93 487.7 43.87 487.72 43.82 487.54 43.83 487.42 Z M 41.5 490.13 41.53 490.04 41.6 490.06 41.58 490.17 41.51 490.18 41.5 490.13 Z M 41.74 488.03 41.9 488.03 41.98 487.99 42.08 487.89 42.07 487.85 42.27 487.76 42.51 487.86 42.55 487.9 42.58 488.02 42.57 488.12 42.52 488.23 42.53 488.31 42.49 488.5 42.46 488.54 42.41 488.54 42.28 488.67 42.25 488.78 42.15 488.82 42.06 488.84 41.96 488.75 41.95 488.64 41.89 488.56 41.84 488.54 41.81 488.43 41.75 488.41 41.77 488.29 41.74 488.24 41.78 488.1 41.74 488.03 Z M 40.75 491.55 40.79 491.52 40.91 491.58 40.94 491.63 41.07 491.67 41.02 491.7 41.02 491.81 41.06 491.84 41.13 491.81 41.2 491.82 41.17 491.88 41.11 491.9 41.09 491.94 41.02 491.88 40.94 491.86 40.89 491.89 40.82 491.79 40.78 491.68 40.78 491.63 40.75 491.55 Z M 40.55 491.8 40.69 491.82 40.71 491.89 40.62 491.88 40.55 491.84 40.55 491.8 Z M 54.42 427.72 54.49 427.74 54.52 427.66 54.65 427.63 54.69 427.57 54.77 427.5 54.79 427.59 54.86 427.61 54.87 427.52 54.99 427.47 55.08 427.49 55.11 427.55 55.21 427.61 55.31 427.61 55.36 427.59 55.38 427.53 55.46 427.57 55.52 427.64 55.49 427.77 55.58 427.91 55.51 427.96 55.51 428.03 55.46 428.06 55.47 428.15 55.49 428.2 55.44 428.26 55.39 428.23 55.4 428.15 55.34 428.1 55.25 428.18 55.08 428.12 55.04 428.16 54.89 428.08 54.81 428.12 54.76 428.08 54.7 428.1 54.65 428.07 54.61 427.95 54.56 427.92 54.5 427.93 54.46 427.88 54.51 427.81 54.45 427.78 54.42 427.72 Z M 39.26 491.13 39.37 491.04 39.39 490.95 39.43 490.91 39.51 490.9 39.44 490.78 39.45 490.72 39.53 490.74 39.6 490.72 39.94 490.96 39.96 491.01 40.08 491.06 40.04 491.11 40.09 491.16 40.12 491.11 40.2 491.2 40.27 491.14 40.35 491.18 40.3 491.24 40.45 491.38 40.45 491.46 40.55 491.46 40.61 491.51 40.6 491.56 40.44 491.51 40.43 491.6 40.48 491.68 40.44 491.73 40.36 491.64 40.29 491.64 40.23 491.54 40.17 491.57 40.05 491.53 40.03 491.56 40.03 491.63 39.96 491.59 39.98 491.54 39.93 491.5 39.85 491.53 39.77 491.42 39.73 491.41 39.52 491.48 39.56 491.54 39.51 491.56 39.48 491.48 39.4 491.39 39.34 491.23 39.26 491.13 Z M 40.67 484.74 40.84 484.66 41.06 484.57 41.29 484.49 41.42 484.46 41.44 484.51 41.33 484.51 41.22 484.57 41.06 484.6 40.89 484.66 40.7 484.75 40.67 484.74 Z M 39.87 487.8 39.92 487.79 39.95 487.85 39.89 487.87 39.87 487.8 Z M 40.1 485.27 40.3 485.09 40.46 484.92 40.47 484.94 40.29 485.16 40.26 485.16 40.15 485.26 40.1 485.27 Z M 39.6 484 39.65 483.91 39.77 483.89 39.83 483.95 39.84 484.01 39.8 484.15 39.71 484.18 39.63 484.11 39.6 484 Z M 43.7 453.58 43.72 453.58 43.82 453.72 43.88 453.78 43.96 453.81 43.95 453.88 43.87 453.84 43.75 453.72 43.7 453.58 Z M 47.68 430.01 47.78 429.95 47.85 429.97 47.89 430.03 47.86 430.09 47.78 430.12 47.7 430.08 47.68 430.01 Z M 47.69 429.73 47.72 429.67 47.83 429.58 47.87 429.63 47.85 429.75 47.74 429.8 47.67 429.8 47.69 429.73 Z M 30.82 490.79 30.89 490.77 30.94 490.82 30.86 490.84 30.82 490.79 Z M 46.42 431.48 46.47 431.43 46.51 431.5 46.44 431.53 46.42 431.48 Z M 30.73 490.65 30.81 490.62 30.86 490.64 31.11 490.57 31.25 490.6 31.23 490.7 31.17 490.7 31.12 490.65 31.03 490.65 30.98 490.71 30.89 490.7 30.8 490.73 30.73 490.65 Z M 46.13 432.32 46.21 432.32 46.24 432.26 46.29 432.38 46.18 432.38 46.13 432.32 Z M 45.96 432.42 45.99 432.36 46.06 432.33 46.1 432.42 46.22 432.43 46.27 432.52 46.28 432.77 46.26 432.9 46.18 432.92 46.05 432.9 46.02 432.84 45.96 432.82 45.91 432.67 45.95 432.54 45.96 432.42 Z M 31.17 488 31.26 487.91 31.27 487.87 31.38 487.85 31.46 487.87 31.6 487.8 31.63 487.75 31.7 487.78 31.83 487.74 31.93 487.73 31.98 487.76 32.14 487.74 32.23 487.7 32.45 487.48 32.65 487.24 32.84 486.97 32.98 486.84 33.2 486.54 33.22 486.41 33.28 486.28 33.42 486.28 33.42 486.25 33.56 486.15 33.66 486.13 33.71 486.16 33.84 486.11 33.96 486.2 33.98 486.25 34.03 486.28 34.08 486.36 34.07 486.4 34.14 486.45 34.27 486.47 34.29 486.45 34.44 486.44 34.59 486.41 34.75 486.34 34.87 486.28 34.94 486.22 35.03 486.21 35.09 486.17 35.16 486.23 35.27 486.27 35.45 486.26 35.61 486.21 35.82 486.13 35.92 486.07 36.13 485.93 36.18 485.93 36.31 485.98 36.47 485.97 36.62 485.94 36.74 486.02 36.84 486.06 37.06 486.13 37.46 486.19 37.56 486.17 37.7 486.26 37.64 486.27 37.59 486.22 37.53 486.26 37.51 486.34 37.53 486.42 37.68 486.59 37.81 486.83 37.84 486.96 37.85 487.2 37.88 487.26 37.88 487.38 37.82 487.43 37.8 487.54 37.77 487.62 37.76 487.73 37.79 487.85 37.83 487.88 37.83 487.94 37.78 488.1 37.79 488.16 37.88 488.33 37.91 488.44 37.97 488.43 38.03 488.47 38.1 488.46 38.18 488.49 38.24 488.46 38.3 488.51 38.42 488.47 38.52 488.42 38.54 488.49 38.6 488.48 38.65 488.52 38.69 488.62 38.73 488.74 38.77 488.8 38.76 488.96 38.72 489.06 38.75 489.11 38.84 489.13 38.89 489.13 38.88 489.21 38.9 489.25 38.83 489.31 38.73 489.28 38.62 489.21 38.45 489.18 38.5 489.13 38.6 489.09 38.64 489.1 38.67 489.04 38.47 488.95 38.34 488.92 38.3 488.93 38.23 489.05 38.2 488.99 38.22 488.94 38.18 488.9 38.13 488.93 38.08 488.88 38.16 488.82 38.13 488.77 37.97 488.82 37.91 488.69 37.88 488.65 37.87 488.57 37.91 488.49 37.88 488.45 37.74 488.41 37.62 488.43 37.6 488.47 37.53 488.5 37.47 488.56 37.49 488.67 37.48 488.76 37.44 488.9 37.39 488.99 37.17 488.95 37.04 488.94 37 489.03 36.94 489.06 36.72 489.05 36.69 489.11 36.64 489.14 36.6 489.1 36.41 489 36.26 488.93 36.06 488.86 35.95 488.81 35.78 488.75 35.68 488.77 35.61 488.74 35.2 488.64 34.83 488.59 34.64 488.58 34.38 488.6 34.14 488.64 33.94 488.7 33.78 488.77 33.59 488.87 33.46 489.01 33.51 489.14 33.44 489.17 33.44 489.28 33.38 489.34 33.25 489.41 33.22 489.45 33.11 489.47 33.04 489.53 32.9 489.56 32.86 489.59 32.69 489.59 32.6 489.56 32.43 489.55 32.38 489.57 32.23 489.55 32.2 489.58 32.01 489.6 31.94 489.53 31.81 489.46 31.69 489.45 31.66 489.47 31.57 489.41 31.46 489.36 31.41 489.28 31.29 489.18 31.28 489.04 31.22 489 31.23 488.84 31.22 488.76 31.16 488.75 31.13 488.68 31.21 488.61 31.2 488.5 31.12 488.39 31.12 488.28 31.17 488.13 31.17 488 Z M 42.33 444.93 42.49 444.66 42.59 444.73 42.69 444.83 42.78 444.97 42.79 445.04 42.73 445.06 42.59 445.08 42.4 445.08 42.33 445.03 42.33 444.93 Z M 45.61 432.66 45.71 432.5 45.75 432.54 45.79 432.71 45.83 432.73 45.85 432.83 45.78 432.88 45.65 432.87 45.62 432.84 45.61 432.66 Z M 45.41 432.83 45.53 432.77 45.6 432.87 45.42 432.87 45.41 432.83 Z M 29.2 490.96 29.24 490.98 29.26 490.92 29.32 490.88 29.4 490.88 29.48 490.95 29.57 490.84 29.66 490.87 29.69 490.93 29.82 490.92 29.88 490.99 29.92 490.98 29.93 491.05 29.99 491.07 30.03 491.02 30.11 491.07 30.21 491.11 30.27 491.02 30.42 491.03 30.45 491.08 30.42 491.12 30.43 491.21 30.34 491.26 30.28 491.36 30.21 491.43 30.1 491.37 30.03 491.41 30 491.36 29.86 491.4 29.79 491.33 29.7 491.33 29.67 491.29 29.51 491.15 29.42 491.24 29.41 491.17 29.31 491.08 29.2 491.04 29.2 490.96 Z M 28.09 490.85 28.3 490.86 28.33 490.89 28.44 490.9 28.5 490.88 28.59 490.87 28.62 490.83 28.68 490.91 28.76 490.93 28.91 490.94 29.01 490.98 29.01 491.04 29.06 491.11 29.07 491.2 29 491.24 28.98 491.17 28.89 491.15 28.84 491.21 28.81 491.31 28.76 491.25 28.71 491.22 28.67 491.05 28.54 490.99 28.51 490.99 28.35 490.92 28.27 490.94 28.14 490.9 28.09 490.85 Z M 27.65 490.97 27.71 490.98 27.89 490.87 27.93 490.97 28.02 491.06 27.99 491.1 27.82 491.1 27.7 491.12 27.71 491.04 27.65 490.97 Z M 27.59 489.46 27.68 489.32 27.77 489.28 27.86 489.3 27.9 489.26 27.86 489.18 27.92 489.16 28.01 489.21 28.03 489.28 28.1 489.34 28.25 489.28 28.39 489.29 28.53 489.37 28.49 489.44 28.37 489.4 28.32 489.45 28.31 489.51 28.14 489.53 28.1 489.58 28.1 489.65 28.15 489.73 28.11 489.81 28.14 489.84 28.2 489.81 28.28 489.91 28.4 489.92 28.5 489.97 28.55 490.02 28.65 489.99 28.71 490.12 28.61 490.26 28.55 490.21 28.45 490.17 28.37 490.17 28.3 490.14 28.23 490.2 28.22 490.26 28.13 490.27 28.11 490.34 28.05 490.34 28.01 490.29 27.93 490.29 27.9 490.36 27.97 490.42 27.89 490.51 27.78 490.51 27.7 490.43 27.65 490.42 27.64 490.33 27.57 490.21 27.66 490.22 27.79 490.11 27.82 490.05 27.73 489.98 27.7 489.84 27.75 489.8 27.97 489.71 27.98 489.65 27.93 489.57 27.88 489.54 27.81 489.6 27.74 489.62 27.63 489.59 27.59 489.51 27.59 489.46 Z M 25.52 490.68 25.63 490.7 25.67 490.78 25.58 490.81 25.52 490.68 Z M 25.66 489.81 25.72 489.8 25.72 489.7 25.76 489.65 25.86 489.64 25.88 489.48 26.03 489.43 26.14 489.45 26.22 489.4 26.27 489.33 26.33 489.35 26.38 489.29 26.5 489.34 26.56 489.31 26.56 489.4 26.65 489.44 26.71 489.41 26.8 489.47 26.8 489.57 26.7 489.69 26.75 489.81 26.85 489.87 26.96 489.78 26.99 489.85 27.04 489.84 27.1 489.91 27.19 489.97 27.21 490.04 27.2 490.09 27.08 490.13 26.96 490.1 26.89 490.07 26.83 490.12 26.94 490.16 27.14 490.31 27.28 490.31 27.38 490.3 27.43 490.25 27.47 490.28 27.46 490.36 27.39 490.39 27.38 490.47 27.33 490.52 27.19 490.5 27.13 490.53 27.03 490.54 27 490.57 26.91 490.59 26.86 490.51 26.72 490.47 26.73 490.41 26.63 490.42 26.57 490.57 26.48 490.6 26.45 490.67 26.41 490.68 26.34 490.63 26.39 490.5 26.34 490.44 26.27 490.41 26.16 490.43 26.14 490.34 26.08 490.32 26.02 490.4 25.98 490.39 25.87 490.43 25.76 490.42 25.77 490.28 25.81 490.22 25.76 490.09 25.68 490.02 25.66 489.81 Z M 40.44 437.57 40.51 437.59 40.5 437.69 40.46 437.72 40.44 437.57 Z M 25.04 490.64 25.1 490.68 25.17 490.66 25.21 490.59 25.28 490.65 25.43 490.73 25.43 490.8 25.51 490.9 25.45 490.94 25.33 490.94 25.08 490.87 25.01 490.83 25.04 490.72 25.04 490.64 Z M 45.58 418.71 45.68 418.71 45.69 418.74 45.63 418.85 45.59 418.85 45.58 418.71 Z M 24.21 491.86 24.27 491.79 24.35 491.93 24.39 491.81 24.53 491.79 24.48 492.01 24.57 491.96 24.67 491.82 24.65 491.76 24.69 491.69 24.75 491.66 24.93 491.65 25.04 491.68 25.12 491.64 25.13 491.69 25.22 491.75 25.07 491.8 24.97 491.85 24.92 491.95 25.01 492.03 24.92 492.08 24.96 492.17 24.89 492.2 24.76 492.17 24.7 492.1 24.63 492.12 24.68 492.24 24.74 492.31 24.6 492.4 24.53 492.39 24.45 492.34 24.43 492.42 24.46 492.5 24.38 492.48 24.31 492.42 24.29 492.26 24.19 492.22 24.18 492.11 24.22 491.92 24.21 491.86 Z M 33.01 446.87 33.07 446.92 33.1 446.98 33.14 447.01 33.24 446.99 33.32 446.92 33.44 446.92 33.51 446.89 33.59 446.9 33.68 446.96 33.63 447.02 33.71 447.03 33.82 446.97 34.01 447.04 34.06 447.09 34.14 447.12 34.24 447.08 34.26 447.16 34.41 447.28 34.46 447.3 34.6 447.29 34.76 447.33 34.73 447.45 34.84 447.5 34.91 447.46 34.98 447.46 34.99 447.53 35.03 447.55 35.17 447.44 35.2 447.46 35.27 447.31 35.25 447.26 35.28 447.21 35.23 447.14 35.32 447.05 35.36 447.05 35.41 446.99 35.47 446.99 35.53 446.94 35.63 446.92 35.69 447.01 35.73 446.98 35.76 446.91 35.89 446.95 35.92 446.88 35.98 446.92 36.07 447.01 36.05 447.06 36.11 447.09 36.16 447.03 36.21 447.01 36.23 446.8 36.32 446.79 36.34 446.75 36.4 446.77 36.48 446.73 36.51 446.69 36.58 446.65 36.65 446.68 36.7 446.74 36.76 446.77 36.83 446.84 36.83 446.9 36.91 446.99 36.98 446.98 37.02 446.94 37.17 446.93 37.22 446.88 37.32 446.88 37.5 446.9 37.59 446.9 37.64 446.99 37.71 447.03 37.8 446.97 37.81 446.86 37.77 446.83 37.79 446.73 37.86 446.75 37.87 446.86 37.83 446.9 37.84 447.01 37.81 447.07 37.82 447.12 37.87 447.16 37.84 447.22 37.91 447.33 37.92 447.38 37.84 447.42 37.86 447.48 37.97 447.54 38.09 447.62 38.24 447.63 38.27 447.62 38.36 447.65 38.44 447.53 38.48 447.55 38.55 447.53 38.64 447.62 38.71 447.67 38.77 447.67 38.76 447.73 38.88 447.76 38.85 447.79 38.88 447.85 38.96 447.91 39.02 447.91 39.03 447.97 39.12 448.07 39.06 448.14 39.11 448.24 39.03 448.27 39.01 448.34 38.89 448.34 38.88 448.47 38.91 448.52 38.97 448.53 38.93 448.62 38.94 448.71 38.82 448.81 38.73 448.92 38.75 449 38.88 449.02 38.89 449.08 38.82 449.12 38.86 449.3 38.8 449.35 38.8 449.43 38.75 449.48 38.68 449.51 38.61 449.58 38.61 449.67 38.67 449.69 38.63 449.84 38.69 449.89 38.69 449.93 38.77 450 38.69 450.12 38.65 450.13 38.65 450.19 38.71 450.33 38.67 450.38 38.76 450.39 38.82 450.32 38.87 450.32 38.94 450.4 38.89 450.48 38.83 450.46 38.77 450.56 38.83 450.7 38.73 450.8 38.62 450.77 38.54 450.81 38.48 450.77 38.43 450.79 38.3 450.78 38.23 450.8 38.21 450.7 38.11 450.67 38.05 450.72 38 450.68 37.92 450.71 37.86 450.68 37.76 450.71 37.67 450.77 37.56 450.77 37.55 450.71 37.43 450.67 37.24 450.68 37.07 450.72 36.95 450.77 36.78 450.85 36.65 450.85 36.7 450.92 36.73 451.02 36.7 451.08 36.74 451.15 36.77 451.25 36.72 451.33 36.63 451.35 36.53 451.33 36.48 451.35 36.36 451.3 36.3 451.2 36.34 451.17 36.32 451.06 36.25 450.89 36.14 450.73 36.05 450.65 35.99 450.63 35.95 450.53 35.85 450.43 35.74 450.35 35.58 450.33 35.54 450.37 35.47 450.35 35.43 450.28 35.4 450.3 35.32 450.27 35.22 450.26 35.11 450.21 35.03 450.07 35.04 450.04 34.96 449.93 34.82 449.83 34.82 449.8 34.71 449.77 34.65 449.62 34.52 449.4 34.35 449.16 34.21 449.05 34.17 448.98 34.01 448.89 33.94 448.79 33.87 448.81 33.73 448.76 33.67 448.69 33.64 448.61 33.57 448.54 33.5 448.4 33.43 448.28 33.41 448.16 33.34 448.1 33.2 448.06 33.12 447.97 33.19 447.85 33.19 447.72 33.21 447.58 33.2 447.49 33.13 447.23 33.11 447.09 33.06 446.99 33.02 446.95 33.01 446.87 Z M 16.99 493.2 17.07 493.18 17.15 493.22 17.2 493.16 17.47 493.07 17.49 493.02 17.59 492.98 17.72 492.91 17.79 492.89 17.86 492.89 17.87 492.97 17.91 492.98 17.96 492.92 18.02 492.96 17.98 493.01 18.03 493.06 18.07 493 18.19 493.06 18.2 493.02 18.27 492.99 18.33 492.93 18.41 492.96 18.42 493.06 18.48 493.05 18.54 493.1 18.59 493.17 18.64 493.11 18.61 493.09 18.59 492.95 18.66 492.91 18.7 492.93 18.78 492.86 18.8 492.78 18.86 492.78 18.94 492.88 19.01 492.92 19.01 492.99 19.04 493.08 19.11 493.08 19.13 492.93 19.16 492.9 19.21 493.04 19.26 493.08 19.31 493.22 19.36 493.2 19.37 493.13 19.33 492.98 19.34 492.89 19.4 492.86 19.5 493.06 19.53 493.02 19.54 492.95 19.65 492.99 19.57 492.83 19.64 492.78 19.73 492.83 19.75 492.85 19.88 492.96 19.95 493 20.01 492.94 20.08 492.95 20.14 493.02 20.19 492.97 20.17 492.92 20.08 492.86 20.09 492.81 20.18 492.84 20.22 492.73 20.12 492.62 20.14 492.59 20.4 492.73 20.57 492.85 20.66 492.81 20.6 492.72 20.53 492.7 20.54 492.6 20.43 492.53 20.39 492.47 20.41 492.4 20.45 492.39 20.42 492.3 20.42 492.25 20.39 492.1 20.42 492.04 20.5 492.03 20.49 491.98 20.62 491.97 20.69 491.95 20.75 491.98 20.8 492.06 20.81 492.12 20.88 492.2 20.92 492.17 20.92 492.07 20.95 492.04 21.07 492.16 21.1 492.02 21.01 491.88 20.91 491.8 20.93 491.66 21.04 491.57 21.12 491.54 21.27 491.53 21.39 491.6 21.43 491.57 21.61 491.64 21.7 491.65 21.68 491.75 21.71 491.82 21.75 491.86 21.77 491.99 21.72 492.06 21.72 492.19 21.76 492.21 21.85 492.12 21.91 492.24 21.89 492.28 21.95 492.39 21.98 492.3 21.99 492.17 21.96 492.1 21.97 491.98 21.92 491.93 21.95 491.85 21.94 491.78 22.03 491.81 22.09 491.91 22.2 491.98 22.28 491.93 22.15 491.88 22.15 491.83 22.22 491.76 22.33 491.85 22.4 491.86 22.49 491.9 22.51 491.85 22.46 491.79 22.4 491.78 22.24 491.67 22.15 491.64 22.01 491.56 21.89 491.55 21.92 491.51 21.9 491.44 21.83 491.39 21.67 491.32 21.55 491.15 21.49 491.15 21.43 491.21 21.33 491.25 21.25 491.22 21.25 491.14 21.13 490.95 21.06 490.91 21.13 490.84 21.15 490.78 21.11 490.71 21.01 490.63 20.93 490.61 20.9 490.58 20.92 490.5 20.91 490.45 20.94 490.37 21.01 490.34 21.07 490.38 21.19 490.3 21.25 490.21 21.29 490.17 21.31 490.1 21.4 490.02 21.53 490.03 21.58 490.01 21.65 489.9 21.75 489.87 21.8 489.91 21.86 489.92 21.99 489.89 22 489.84 22.07 489.89 22.2 489.83 22.29 489.82 22.35 489.9 22.42 489.94 22.48 489.94 22.57 489.87 22.61 489.89 22.68 489.86 22.73 489.88 22.83 489.82 22.9 489.81 22.95 489.94 23.05 489.97 23.12 489.9 23.22 489.89 23.24 489.93 23.3 489.94 23.37 490.01 23.42 490.18 23.41 490.3 23.42 490.34 23.36 490.38 23.26 490.38 23.21 490.47 23.13 490.51 23.11 490.55 23.15 490.68 23.17 490.72 23.16 490.79 23.06 490.87 23.13 490.95 23.24 490.87 23.31 490.93 23.26 490.97 23.19 491.1 23.12 491.13 23.16 491.23 23.24 491.14 23.32 491.1 23.39 491.09 23.43 491.02 23.36 491.01 23.36 490.95 23.45 490.91 23.48 490.84 23.48 490.76 23.58 490.69 23.67 490.69 23.68 490.78 23.64 490.82 23.6 490.81 23.51 490.85 23.53 490.92 23.47 490.97 23.51 491.03 23.6 490.96 23.79 490.89 23.8 490.93 23.87 490.92 23.97 490.79 23.95 490.72 24 490.59 24.03 490.58 24.09 490.67 24.14 490.61 24.12 490.57 24.19 490.41 24.32 490.37 24.38 490.28 24.41 490.3 24.43 490.42 24.33 490.56 24.26 490.6 24.24 490.69 24.27 490.73 24.35 490.72 24.41 490.75 24.57 490.66 24.59 490.69 24.69 490.58 24.73 490.57 24.75 490.67 24.74 490.76 24.75 490.89 24.69 491 24.74 491.05 24.82 490.95 24.85 491.02 24.83 491.14 24.79 491.17 24.7 491.19 24.68 491.3 24.57 491.34 24.46 491.34 24.4 491.3 24.32 491.3 24.28 491.26 24.29 491.17 24.24 491.15 24.2 491.2 24.16 491.34 24 491.4 23.99 491.46 23.93 491.48 23.81 491.44 23.82 491.6 23.65 491.63 23.61 491.67 23.55 491.66 23.41 491.59 23.36 491.6 23.37 491.71 23.45 491.71 23.48 491.76 23.4 491.76 23.39 491.83 23.33 491.82 23.23 491.84 23.05 491.84 22.91 491.87 23.04 491.92 23.13 491.94 23.12 491.98 23.05 492.03 22.96 492.04 22.97 492.11 23.07 492.11 23.14 492.25 23.21 492.15 23.21 492.07 23.3 492.03 23.4 492.11 23.46 492.07 23.48 491.99 23.54 491.95 23.74 491.91 23.77 492.02 23.72 492.08 23.73 492.11 23.83 492.13 23.87 492.07 23.93 491.89 24.05 491.82 24.09 491.84 24.12 492.01 24.11 492.11 24.04 492.23 24.11 492.22 24.2 492.26 24.24 492.37 24.23 492.48 24.2 492.51 24.14 492.49 24.09 492.59 24.01 492.57 23.94 492.59 23.84 492.54 23.83 492.61 23.74 492.61 23.75 492.48 23.72 492.47 23.67 492.54 23.56 492.51 23.59 492.62 23.47 492.6 23.43 492.67 23.39 492.66 23.34 492.73 23.26 492.63 23.2 492.64 23.17 492.55 23.14 492.55 23.12 492.7 23 492.61 22.98 492.69 22.9 492.68 22.88 492.72 22.91 492.78 22.97 492.8 23 492.9 23 493.03 22.97 493.02 22.92 492.87 22.83 492.79 22.79 492.84 22.76 492.93 22.76 493 22.68 493.11 22.61 493.04 22.58 493.08 22.61 493.18 22.54 493.16 22.48 493.06 22.49 492.92 22.45 492.86 22.42 492.77 22.36 492.79 22.35 492.85 22.38 492.97 22.4 492.99 22.38 493.08 22.4 493.14 22.37 493.26 22.35 493.28 22.26 493.23 22.23 493.15 22.13 493.1 22.11 493 22.06 493.1 22.23 493.27 22.24 493.33 22.28 493.37 22.2 493.49 22.12 493.46 22.09 493.4 22.08 493.32 22.01 493.35 21.98 493.29 21.92 493.25 21.93 493.14 21.87 493.08 21.85 492.99 21.86 492.89 21.89 492.84 21.78 492.84 21.75 492.92 21.79 493.08 21.74 493.15 21.8 493.2 21.74 493.28 21.85 493.39 21.84 493.48 21.81 493.54 21.73 493.56 21.76 493.68 21.68 493.65 21.58 493.53 21.61 493.48 21.59 493.41 21.5 493.51 21.45 493.61 21.39 493.54 21.38 493.47 21.33 493.41 21.21 493.61 21.18 493.61 21.21 493.47 21.16 493.45 21.12 493.55 21.01 493.47 21.02 493.42 21.08 493.34 21 493.32 20.95 493.28 20.89 493.42 20.84 493.5 20.77 493.52 20.7 493.47 20.74 493.4 20.81 493.35 20.68 493.29 20.61 493.29 20.53 493.27 20.51 493.35 20.45 493.4 20.34 493.41 20.27 493.38 20.21 493.41 20.18 493.33 20.12 493.32 19.97 493.43 19.94 493.47 19.88 493.44 19.8 493.44 19.71 493.51 19.65 493.48 19.59 493.52 19.47 493.49 19.37 493.5 19.35 493.57 19.26 493.73 19.23 493.73 19 493.64 18.97 493.57 18.83 493.63 18.75 493.62 18.71 493.65 18.64 493.64 18.62 493.71 18.57 493.74 18.47 493.84 18.37 493.87 18.37 493.99 18.3 493.99 18.21 493.82 18.11 493.81 18.07 493.74 17.96 493.68 17.89 493.73 17.87 493.78 17.79 493.88 17.7 493.87 17.65 493.89 17.63 493.78 17.51 493.67 17.5 493.63 17.42 493.63 17.29 493.56 17.29 493.5 17.17 493.51 17.14 493.47 17.17 493.39 17.13 493.33 17.06 493.32 16.99 493.2 Z M 41.2 413.82 41.26 413.81 41.28 413.76 41.35 413.77 41.35 413.81 41.31 413.92 41.22 413.89 41.2 413.82 Z M 42.6 409.17 42.66 409.07 42.72 408.98 42.78 408.93 43.15 408.77 43.26 408.74 43.52 408.69 43.9 408.64 43.99 408.64 44.02 408.62 44.44 408.54 44.54 408.52 44.61 408.53 44.69 408.47 45.13 408.33 45.48 408.19 45.53 408.19 45.65 408.11 46.05 407.93 47.03 407.54 47.16 407.49 47.78 407.25 48.12 407.13 48.42 407.04 48.94 406.9 49.06 406.89 49.15 406.91 49.28 406.79 49.48 406.71 49.59 406.71 49.68 406.65 49.97 406.54 50.67 406.33 50.96 406.26 51.68 406.09 52.07 406.01 52.4 405.94 52.88 405.88 53.29 405.82 53.57 405.78 53.99 405.74 54.64 405.7 54.77 405.74 55.32 405.81 55.5 405.84 55.88 405.92 56.13 406 56.43 406.11 56.62 406.24 56.72 406.34 56.77 406.41 56.64 406.41 56.29 406.17 56.17 406.12 56.06 406.17 56.02 406.12 55.9 406.1 55.91 406.19 56.01 406.2 56.06 406.24 56.11 406.21 56.24 406.31 56.27 406.3 56.35 406.35 56.32 406.52 56.36 406.58 56.36 406.67 56.31 406.79 56.19 406.96 56.16 407.02 56 407.14 55.85 407.23 55.75 407.41 55.73 407.57 55.66 407.79 55.61 407.88 55.64 407.94 55.7 408.01 55.67 408.14 55.68 408.2 55.62 408.32 55.54 408.36 55.3 408.55 55.13 408.53 55 408.53 54.96 408.7 55 408.76 55.13 408.74 55.09 408.83 55.13 408.84 55.24 408.81 55.25 408.72 55.33 408.72 55.34 408.77 55.35 409.13 55.37 409.27 55.45 409.46 55.5 409.62 55.61 409.72 55.72 409.76 55.75 409.8 55.88 409.87 55.98 409.82 56.12 409.85 56.28 409.78 56.48 409.85 56.54 409.83 56.61 409.88 56.74 409.87 56.73 409.93 56.8 410 56.86 410.04 57.1 410.12 57.12 410.16 57.19 410.18 57.32 410.19 57.48 410.18 57.65 410.15 57.78 410.09 57.87 410.1 58.01 410.2 58.2 410.18 58.22 410.2 58.33 410.17 58.37 410.29 58.42 410.34 58.5 410.39 58.5 410.49 58.54 410.57 58.61 410.67 58.66 410.66 58.84 410.68 58.94 410.67 59.11 410.63 59.19 410.7 59.21 410.83 59.31 410.89 59.4 410.9 59.6 410.87 59.79 410.82 60.04 410.69 60.05 410.76 60.08 410.79 60.23 410.82 60.3 410.8 60.33 410.86 60.43 410.95 60.45 411 60.57 411.13 60.54 411.16 60.61 411.24 60.65 411.26 60.67 411.36 60.62 411.47 60.55 411.55 60.6 411.6 60.72 411.64 60.82 411.64 60.87 411.62 60.87 411.53 60.82 411.52 60.78 411.42 60.88 411.31 60.93 411.22 60.88 411.22 60.85 411.13 60.88 411.09 61.01 411.03 61.04 410.98 61.34 410.73 61.49 410.56 61.58 410.41 61.63 410.3 61.69 410.24 61.82 410.07 61.9 409.91 62 409.88 62.09 409.8 62.22 409.82 62.31 409.87 62.39 409.89 62.49 409.89 62.5 410.05 62.54 410.18 62.78 410.31 62.9 410.33 63.09 410.27 63.18 410.23 63.26 410.27 63.23 410.34 63.18 410.35 63.15 410.52 63.09 410.56 63.17 410.6 63.23 410.61 63.31 410.59 63.35 410.54 63.36 410.41 63.42 410.38 63.47 410.27 63.44 410.24 63.41 410.06 63.33 409.91 63.31 409.71 63.26 409.54 63.2 409.46 62.97 409.34 62.84 409.21 62.63 409.07 62.51 409.03 62.35 408.91 62.24 408.84 62.18 408.81 62.01 408.8 61.88 408.75 61.73 408.73 61.6 408.8 61.46 408.84 61.29 408.89 61.23 408.87 61.12 408.89 61.08 408.92 61.07 408.98 61.11 409.01 61.05 409.06 61.03 409.12 61.05 409.19 61.16 409.19 61.11 409.26 61.09 409.38 61.16 409.43 61.16 409.56 61.08 409.56 60.97 409.51 61.03 409.39 61.02 409.37 61.04 409.21 61.02 409.13 60.95 409.1 61.05 408.94 61.18 408.68 61.29 408.42 61.37 408.16 61.41 407.99 61.41 407.79 61.38 407.68 61.24 407.37 61.16 407.24 60.99 407.06 60.96 407 60.97 406.79 60.96 406.7 60.88 406.45 60.83 406.34 60.73 406.22 60.69 406.18 60.48 406.06 60.26 405.97 60.12 405.93 60.06 405.87 60.09 405.78 60.1 405.63 60.09 405.55 60.02 405.25 59.95 405.1 59.92 404.96 59.95 404.84 60.05 404.69 60.11 404.66 60.18 404.69 60.31 404.68 60.36 404.6 60.38 404.49 60.41 404.44 60.49 404.4 60.51 404.6 60.58 404.66 60.63 404.66 60.82 404.58 60.9 404.58 60.95 404.67 60.94 404.76 60.95 404.87 61.01 405.14 61.07 405.25 61.1 405.36 61.14 405.42 61.2 405.68 61.23 405.74 61.31 405.81 61.45 405.86 61.44 405.99 61.34 406.19 61.29 406.26 61.18 406.36 61.14 406.46 61.16 406.53 61.11 406.63 61.1 406.77 61.18 406.87 61.2 406.97 61.27 407.1 61.32 407.25 61.35 407.49 61.39 407.58 61.52 407.74 61.64 407.92 61.7 407.99 61.81 408.12 61.91 408.18 61.97 408.31 62.03 408.4 62.14 408.5 62.31 408.51 62.44 408.47 62.53 408.47 62.63 408.44 62.73 408.38 62.89 408.37 62.95 408.29 63.05 408.21 63.04 408.09 62.86 408.03 62.78 408.02 62.7 407.95 62.6 407.99 62.52 407.95 62.47 407.8 62.41 407.75 62.39 407.65 62.43 407.62 62.46 407.56 62.43 407.5 62.32 407.46 62.25 407.3 62.17 407.26 62.1 407.15 62.07 407.12 62.03 406.95 61.95 406.89 61.93 406.8 61.8 406.63 61.79 406.56 61.73 406.48 61.71 406.37 61.78 406.27 61.88 406.09 61.89 406.05 61.86 405.98 61.89 405.8 61.94 405.75 62.05 405.69 62.14 405.58 62.2 405.49 62.22 405.4 62.2 405.31 62.21 405.26 62.32 405.17 62.41 405.14 62.46 405.08 62.5 404.96 62.6 404.9 62.68 404.92 62.72 404.86 62.81 404.91 62.89 405.02 63.12 405.05 63.16 404.97 63.16 404.84 63.14 404.78 63.07 404.69 63.02 404.67 62.91 404.69 62.85 404.49 62.75 404.49 62.76 404.44 62.67 404.34 62.63 404.41 62.66 404.43 62.57 404.51 62.56 404.39 62.52 404.27 62.49 404.29 62.45 404.16 62.38 404.1 62.26 404.07 62.17 404.08 62.12 404.1 61.97 404.07 61.75 404.1 61.52 404.11 61.4 404.14 61.27 404.18 61.19 404.23 60.96 404.2 60.84 404.17 60.71 404.2 60.56 404.2 60.52 404.17 60.44 404.2 60.14 404.02 60.15 403.97 60.06 403.87 60.05 403.79 59.99 403.68 59.89 403.69 59.89 403.58 59.86 403.55 59.72 403.59 59.65 403.59 59.62 403.54 59.48 403.56 59.43 403.51 59.36 403.54 59.36 403.59 59.33 403.64 59.39 403.69 59.44 403.7 59.48 403.75 59.55 403.76 59.63 403.85 59.55 403.89 59.3 403.62 59.17 403.52 59.07 403.46 58.88 403.37 58.65 403.22 58.41 403.1 58.29 403.03 58.19 402.95 58.03 402.86 57.71 402.71 57.52 402.61 57.39 402.45 57.35 402.35 57.41 402.21 57.47 401.99 57.51 401.73 57.53 401.52 57.54 401.15 57.53 401.12 57.54 400.9 57.53 400.68 57.52 400.36 57.48 400.08 57.45 399.92 57.43 399.72 57.37 399.32 57.31 399.08 57.24 398.89 57.16 398.72 57.07 398.58 56.95 398.43 56.83 398.3 56.67 398.11 56.55 397.97 56.47 397.87 56.33 397.72 56.28 397.64 56.16 397.38 56.05 397.21 55.98 397.08 55.7 396.57 55.6 396.45 55.38 396.06 55.26 395.87 55.12 395.69 55.01 395.42 54.94 395.3 54.82 395.1 54.64 394.9 54.52 394.79 54.11 394.45 53.95 394.34 53.8 394.26 53.62 394.14 53.55 394.04 53.43 393.89 53.41 393.83 53.4 393.61 53.36 393.39 53.29 393.2 53.21 393.04 53.11 392.89 53.01 392.76 52.89 392.61 52.77 392.49 52.65 392.39 52.43 392.21 52.26 392.09 52.02 391.95 51.81 391.88 51.65 391.86 51.74 391.8 51.93 391.76 52.29 391.72 52.57 391.69 52.77 391.66 52.98 391.61 53.1 391.55 53.14 391.47 53.22 391.4 53.24 391.35 53.25 391.26 53.33 391.13 53.33 391.05 53.42 390.97 53.58 390.79 53.65 390.64 53.65 390.55 53.71 390.4 53.79 390.22 53.77 390.17 53.87 390.03 53.93 389.93 53.97 389.8 53.96 389.77 54.02 389.62 54.06 389.48 54.11 389.37 54.14 389.25 54.16 389.08 54.22 388.64 54.26 388.61 54.65 388.79 55.09 388.98 55.25 389.04 55.55 389.18 55.8 389.27 55.9 389.27 56.27 389.36 56.51 389.39 56.91 389.42 56.95 389.4 57.15 389.43 57.4 389.44 57.59 389.44 57.73 389.47 58 389.48 58.27 389.45 58.4 389.49 58.58 389.53 58.89 389.57 59.16 389.58 59.29 389.58 59.49 389.53 59.68 389.43 59.97 389.37 60.13 389.32 60.24 389.25 60.33 389.16 60.41 389.11 60.83 388.93 61.11 388.72 61.23 388.64 61.4 388.47 61.55 388.27 61.92 387.98 62.21 387.69 62.36 387.51 62.43 387.4 62.57 387.16 62.71 386.87 62.73 386.77 62.77 386.63 62.82 386.42 62.9 386.1 63.01 385.59 63.08 385.36 63.2 385.15 63.23 385.12 63.32 384.9 63.44 384.67 63.63 384.31 63.69 384.23 63.8 384.1 64.08 383.85 64.22 383.73 64.27 383.71 64.36 383.58 64.69 383.27 65 382.9 65.11 382.74 65.17 382.68 65.28 382.6 65.45 382.37 65.54 382.27 65.66 382.17 65.89 381.96 66.06 381.85 66.52 381.62 66.69 381.51 66.99 381.37 67.02 381.34 67.16 381.26 67.35 381.35 67.72 381.55 68 381.67 68.13 381.71 68.31 381.74 68.41 381.78 68.5 381.77 68.85 381.69 69.05 381.66 69.09 381.67 69.32 381.59 69.83 381.41 69.97 381.33 70.1 381.28 70.46 381.08 70.62 380.98 71.06 380.67 71.39 380.41 71.56 380.25 71.62 380.16 71.69 380.14 71.72 380.08 71.76 380.06 71.86 379.99 72.16 379.72 72.3 379.6 72.42 379.53 72.55 379.43 72.75 379.27 72.85 379.16 72.98 379.05 73.05 379.01 73.24 378.94 74.08 378.71 74.18 378.69 74.53 378.67 74.75 378.62 74.99 378.59 74.82 378.66 74.7 378.66 74.57 378.71 74.5 378.69 74.39 378.69 74.27 378.74 74.07 378.74 73.99 378.75 73.82 378.8 73.82 378.85 73.95 378.87 74.08 378.87 74.15 378.81 74.18 378.94 74.24 379.11 74.07 379.08 73.83 379.08 73.76 379.11 73.69 379.11 73.66 379.27 73.71 379.31 73.74 379.45 73.83 379.43 73.86 379.35 73.98 379.48 74.05 379.47 74.15 379.52 74.27 379.49 74.33 379.44 74.37 379.51 74.46 379.53 74.52 379.51 74.58 379.39 74.53 379.34 74.34 379.23 74.35 379.14 74.51 379.27 74.59 379.32 74.77 379.39 75.23 379.51 75.41 379.5 75.48 379.47 75.54 379.51 75.6 379.51 75.69 379.46 75.76 379.44 75.76 379.5 75.87 379.51 75.97 379.42 75.96 379.37 76.14 379.42 76.32 379.45 76.45 379.46 76.64 379.44 76.76 379.42 76.97 379.37 77.12 379.32 77.41 379.2 77.55 379.13 78.1 378.79 78.31 378.62 78.55 378.4 78.68 378.28 78.88 378.04 79.21 377.6 79.3 377.49 79.49 377.25 79.6 377.12 79.91 376.77 80.02 376.64 80.11 376.57 80.43 376.34 80.62 376.26 80.6 376.52 80.65 376.66 80.8 376.75 80.85 376.73 80.88 376.82 80.93 376.9 80.99 376.95 81.14 376.99 81.17 376.95 81.41 377.06 81.47 377.12 81.63 377.2 81.59 377.31 81.67 377.38 81.71 377.47 81.66 377.54 81.65 377.59 81.55 377.62 81.55 377.67 81.59 377.7 81.72 377.68 81.79 377.62 81.87 377.6 81.92 377.43 81.97 377.45 81.98 377.56 82.02 377.62 82.1 377.63 82.22 377.59 82.3 377.63 82.35 377.61 82.43 377.72 82.56 377.72 82.62 377.79 82.73 377.87 82.71 378.05 82.8 378.35 82.79 378.45 82.7 378.59 82.62 378.62 82.56 378.72 82.48 378.7 82.4 378.84 82.34 378.82 82.27 378.91 82.26 379.02 82.21 379.09 82.14 379.06 82.07 379.07 82.02 379.18 81.99 379.22 81.95 379.16 81.89 379.14 81.73 379.15 81.59 379.14 81.54 379.17 81.56 379.25 81.59 379.54 81.5 379.56 81.5 379.62 81.55 379.64 81.62 379.63 81.65 379.76 81.66 379.92 81.6 380.01 81.61 380.06 81.74 380.13 81.86 380.14 81.91 380.12 81.99 380.15 82.15 380.14 82.18 380.08 82.25 380.08 82.27 380.21 82.36 380.24 82.41 380.05 82.45 380.11 82.54 380.1 82.61 380.03 82.66 380.04 82.7 379.87 82.7 379.67 82.67 379.48 82.68 379.43 82.78 379.43 82.86 379.38 82.96 379.26 83.03 379.19 83.06 379.1 83.25 379.01 83.33 378.99 83.35 379.08 83.41 379.25 83.47 379.27 83.5 379.24 83.55 379.09 83.55 379.01 83.51 378.89 83.46 378.83 83.4 378.7 83.35 378.64 83.37 378.56 83.48 378.47 83.59 378.42 83.64 378.37 83.69 378.61 83.79 378.65 83.82 378.55 83.83 378.41 83.81 378.3 83.75 378.24 83.83 378.2 83.8 378.11 83.86 378.07 84.13 378.32 84.19 378.36 84.52 378.73 84.79 379.1 84.88 379.27 84.9 379.34 84.85 379.37 84.8 379.45 84.75 379.65 84.76 379.78 84.73 379.94 84.74 380.16 84.72 380.26 84.75 380.38 84.75 380.44 84.79 380.52 84.84 380.49 84.95 380.49 84.97 380.53 85.16 380.5 85.3 380.51 85.38 380.57 85.5 380.63 85.56 380.73 85.57 380.8 85.49 380.9 85.59 380.94 85.64 380.98 85.75 380.96 85.9 380.86 86.03 380.71 86.1 380.67 86.26 380.37 86.27 380.27 86.42 380.24 86.62 380.24 86.71 380.23 86.83 380.24 86.94 380.29 87 380.27 87.19 380.3 87.37 380.31 87.53 380.28 87.73 380.2 87.9 380.11 88.02 380.11 88.21 380.15 88.38 380.21 88.4 380.28 88.46 380.33 88.64 380.37 88.68 380.41 88.69 380.54 88.75 380.66 88.88 380.69 88.91 380.61 88.97 380.5 88.97 380.46 89.06 380.49 89.13 380.48 89.23 380.51 89.36 380.51 89.44 380.5 89.51 380.56 89.64 380.62 89.85 380.69 89.93 380.78 90.03 380.82 90.11 380.89 90.23 380.94 90.3 381.03 90.3 381.13 90.26 381.15 90.15 381.16 90.07 381.2 90.03 381.26 89.93 381.46 89.87 381.6 89.8 381.57 89.82 381.7 89.74 381.77 89.7 381.85 89.61 381.84 89.58 381.86 89.6 382.05 89.59 382.25 89.62 382.27 89.67 382.44 89.75 382.46 89.84 382.54 89.92 382.51 89.93 382.47 90.03 382.57 90.23 382.65 90.36 382.62 90.48 382.67 90.5 382.73 90.49 382.81 90.33 382.76 90.16 382.66 90.06 382.74 89.97 382.7 89.89 382.73 89.85 382.69 89.73 382.68 89.68 382.7 89.62 382.66 89.59 382.68 89.44 382.62 89.38 382.67 89.33 382.74 89.34 382.81 89.41 382.92 89.56 382.9 89.62 382.84 89.67 382.86 89.83 382.86 89.81 382.93 89.88 382.95 89.91 382.91 90.11 382.96 90.18 382.91 90.35 382.9 90.4 382.95 90.45 382.92 90.52 382.95 90.57 382.9 90.58 382.85 90.69 382.82 90.76 382.85 90.83 382.91 90.91 382.89 90.99 382.92 91.07 382.97 91.2 382.95 91.3 382.92 91.35 382.96 91.28 383.02 91.14 383.23 91.1 383.28 91.14 383.35 91.14 383.41 91.02 383.4 90.93 383.45 90.81 383.47 90.72 383.58 90.74 383.66 90.8 383.69 90.83 383.76 90.89 383.79 90.96 383.76 91.16 383.76 91.29 383.81 91.39 383.78 91.49 383.8 91.54 383.77 91.61 383.77 91.66 383.81 91.73 383.8 91.77 383.86 91.9 383.91 92.15 384.01 92.25 384.07 92.37 384.28 92.48 384.28 92.61 384.26 92.64 384.16 92.76 384.09 92.86 383.91 92.92 383.87 93.01 383.76 93.07 383.74 93.1 383.7 93.21 383.69 93.32 383.76 93.4 383.75 93.49 383.69 93.59 383.71 93.69 383.81 93.78 383.7 93.79 383.6 93.89 383.58 94.07 383.57 94.13 383.57 94.18 383.66 94.37 383.75 94.46 383.9 94.43 383.97 94.49 384.11 94.62 384.07 94.77 383.99 94.9 383.94 94.94 383.96 95.02 383.95 95.09 383.99 95.25 383.87 95.31 383.8 95.47 383.66 95.69 383.43 95.78 383.55 95.85 383.56 95.89 383.61 95.93 383.55 96.04 383.48 96.07 383.51 96.2 383.49 96.36 383.55 96.48 383.52 96.53 383.48 96.63 383.42 96.72 383.53 96.74 383.6 96.82 383.63 96.87 383.61 96.95 383.53 96.99 383.59 97.07 383.62 97.18 383.61 97.26 383.65 97.37 383.67 97.42 383.74 97.59 383.81 97.67 383.88 97.7 383.95 97.78 384.01 97.83 384.09 97.97 384.06 98 384.1 98.11 384.13 98.12 384.2 98.2 384.21 98.24 384.25 98.29 384.21 98.4 384.18 98.43 384.23 98.57 384.23 98.62 384.32 98.71 384.27 98.8 384.41 98.85 384.41 98.93 384.49 98.97 384.55 99.01 384.71 98.99 384.79 98.95 384.84 98.96 384.92 99.03 384.89 99.05 384.92 99.16 384.97 99.26 384.97 99.35 384.9 99.45 384.81 99.53 384.71 99.56 384.77 99.57 384.97 99.68 384.99 99.73 384.94 99.75 384.86 99.8 384.81 99.81 384.72 99.86 384.69 99.89 384.77 100.01 384.83 100.07 384.93 100.13 384.93 100.27 384.99 100.36 385.12 100.41 385.14 100.55 385.16 100.6 385.12 100.62 385.27 100.58 385.38 100.46 385.43 100.57 385.52 100.61 385.51 100.65 385.58 100.72 385.55 100.79 385.63 100.88 385.69 100.9 385.67 101.11 385.67 101.18 385.7 101.23 385.66 101.41 385.73 101.47 385.77 101.59 385.79 101.69 385.79 101.74 385.75 101.79 385.85 101.83 385.82 101.83 385.73 101.89 385.67 101.95 385.75 101.96 385.89 102.04 385.91 102.11 386.02 102.21 385.98 102.27 386.01 102.55 386.01 102.59 386.03 102.73 385.9 102.82 385.9 102.88 385.8 102.98 385.83 103.08 385.81 103.17 385.85 103.34 385.84 103.44 385.79 103.53 385.82 103.67 385.75 103.77 385.79 103.88 385.77 103.94 385.8 104.07 385.79 104.11 385.81 104.23 385.8 104.32 385.83 104.38 385.89 104.43 385.87 104.48 385.91 104.61 385.92 104.7 386.02 104.79 386.01 104.95 386.07 105.01 386.03 105.11 386.1 105.16 386.06 105.25 386.11 105.28 386.08 105.25 385.99 105.26 385.9 105.28 385.88 105.35 385.92 105.35 385.96 105.42 386.01 105.51 386.12 105.57 386.15 105.7 386.28 105.76 386.31 105.79 386.36 105.86 386.41 105.97 386.44 106.04 386.44 106.06 386.49 106.12 386.49 106.14 386.54 106.22 386.57 106.27 386.64 106.32 386.74 106.38 386.78 106.47 386.78 106.53 386.82 106.64 386.86 106.66 386.89 106.74 386.88 106.8 386.79 106.86 386.84 106.85 386.95 106.95 387.03 107.26 387.09 107.34 387.08 107.44 387.14 107.49 387.23 107.62 387.2 107.73 387.12 107.78 387.12 107.79 387.05 107.91 387.07 108.08 387.14 108.22 387.15 108.29 387.14 108.43 387.04 108.63 386.76 108.64 386.69 108.7 386.63 108.87 386.58 109.09 386.57 109.19 386.44 109.38 386.39 109.45 386.29 109.61 386.21 109.73 386.19 109.9 386.1 109.99 385.95 110.06 385.95 110.19 386.03 110.31 385.99 110.31 385.9 110.38 385.86 110.52 385.82 110.65 385.81 110.71 385.73 110.84 385.72 111.03 385.8 111.1 385.84 111.26 385.81 111.38 385.7 111.5 385.61 111.55 385.62 111.64 385.72 111.79 385.78 111.85 385.84 112.11 385.97 112.2 386.05 112.28 386.06 112.33 386.1 112.43 386.13 112.55 386.2 112.77 386.27 113.13 386.49 113.25 386.59 113.35 386.68 113.47 386.75 113.45 386.87 113.63 386.99 113.7 386.99 113.79 387.07 113.73 387.13 113.77 387.17 113.91 387.15 113.91 387.09 113.99 387.13 114.13 387.25 114.18 387.27 114.4 387.43 114.68 387.55 114.88 387.68 114.92 387.68 115.07 387.71 115.41 387.84 115.52 387.9 115.73 388.01 115.85 388.1 116.01 388.24 116.2 388.42 116.14 388.45 116.19 388.53 116.2 388.58 116.25 388.59 116.29 388.72 116.31 388.72 116.38 388.84 116.46 388.89 116.75 388.88 116.76 388.74 116.81 388.62 116.83 388.49 117.03 388.54 117.3 388.68 117.35 388.7 117.62 391.24 117.88 393.65 117.93 394.1 118.19 396.53 118.22 396.81 118.45 398.99 118.65 400.85 118.94 403.58 119.73 410.88 120.15 414.77 120.25 415.71 120.64 419.28 120.91 421.75 121.66 428.7 122.36 435.2 122.57 437.2 122.8 439.25 122.89 440.12 123.01 441.25 123.19 442.96 123.27 443.66 123.38 444.74 123.49 445.73 123.78 448.39 124.1 451.39 124.42 454.38 124.49 454.99 124.75 455.05 125.33 455.22 126.23 455.41 126.37 454.76 127.29 455.12 128.14 455.46 128.68 454.7 129 454.25 131.12 453.84 131.16 454.07 130.95 455.77 131.54 456.36 132.5 456.73 132.84 456.81 133 457.23 133.07 457.47 133.27 457.74 133.88 458.22 134.86 458.96 135.78 459.64 136.62 460.28 137.43 460.89 137.83 461.83 138.11 462.65 138.11 463.21 138.39 463.15 138.94 462.39 139.35 462 140.21 461.19 140.32 461.03 141.18 460.83 141.39 460.11 141.35 460 141.43 459.92 141.29 459.28 141.17 458.65 141.56 458.7 141.6 458.69 141.78 458.55 141.94 458.09 141.89 457.84 141.44 457.63 141.95 457.25 142.76 456.94 143.56 456.25 144.24 455.67 144.73 456.01 145.16 456.21 145.23 456.21 145.33 456.44 145.6 456.65 145.74 456.64 146.13 457 146.26 457.62 146.12 457.81 146.07 458 146.52 458.2 146.43 458.52 146.77 458.92 147.74 458.96 147.89 459.34 148.38 459.68 148.67 459.62 148.87 459.89 149.17 460.19 149.17 460.62 149.53 460.67 149.5 460.96 149.88 461.33 151.04 461.77 151.57 461.93 152.23 462.63 152.9 463.13 153.7 463.63 153.46 464 154.06 464.67 154.41 464.95 154.88 465.38 154.87 465.41 155.04 465.67 155.48 466.37 156.49 467.27 157.13 468.13 157.63 468.64 157.67 468.71 158.22 469.39 159.05 470.15 159.18 470.29 159.83 471.09 159.59 472.02 160.87 472.05 160.87 473.3 161.93 473.53 161.92 473.92 162.16 474.23 162.43 474.92 163.37 474.58 163.89 474.89 165.2 475.3 165.61 475.51 166.83 475.47 167.62 475.99 167.97 476.04 168.25 475.99 168.61 476.64 168.92 476.65 169.37 476.76 169.87 476.43 170.47 477.1 170.6 477.78 170.66 477.79 170.52 478.46 170.4 478.62 170.37 478.91 170.48 479.26 170.68 479.44 170.81 480.15 171.12 480.68 171.4 480.94 171.7 481.69 171.94 481.9 171.99 482.02 171.66 482.77 171.58 483.16 171.59 483.29 171.55 483.55 171.58 483.75 171.41 484.45 171.23 484.91 171.01 485.3 170.92 485.51 170.59 486.01 170.37 486.14 170.29 486.31 170.45 486.44 170.39 486.47 170.41 486.53 170.38 486.57 170.26 486.55 170.23 486.58 170.1 486.55 170 486.49 169.96 486.43 169.91 486.32 169.95 486.26 169.91 486.2 169.89 486.09 169.85 486.05 169.78 486.1 169.69 486.01 169.67 486.04 169.72 486.23 169.72 486.29 169.65 486.4 169.5 486.52 169.42 486.47 169.35 486.46 169.22 486.4 169.2 486.36 169.13 486.35 169.08 486.25 169.02 486.17 169.03 486.02 168.96 485.99 168.89 485.8 168.89 485.75 168.86 485.67 168.75 485.56 168.76 485.48 168.84 485.46 168.81 485.35 168.77 485.3 168.71 485.28 168.62 485.17 168.52 485.08 168.45 485.07 168.46 484.96 168.42 484.8 168.46 484.74 168.42 484.58 168.5 484.51 168.62 484.45 168.7 484.38 168.79 484.27 168.83 484.24 168.85 484.11 168.89 484.07 168.97 484.07 169.02 484.16 169.03 484.22 169.12 484.31 169.18 484.34 169.26 484.29 169.31 484.22 169.43 484.11 169.42 484.02 169.43 483.89 169.37 483.85 169.31 483.88 169.33 483.97 169.31 483.99 169.34 484.09 169.23 484.18 169.12 484.13 169.07 484.02 168.96 483.87 168.91 483.9 168.9 483.97 168.78 484.06 168.78 484.12 168.72 484.23 168.63 484.32 168.42 484.45 168.37 484.46 168.3 484.44 168.23 484.45 168.17 484.35 168.1 484.31 168 484.28 167.95 484.15 167.86 484.03 167.79 483.83 167.98 483.55 168.03 483.41 168.1 483.34 168.18 483.14 168.16 483.03 168.19 482.97 168.25 482.92 168.31 482.9 168.42 482.92 168.51 482.89 168.54 482.83 168.5 482.79 168.43 482.77 168.38 482.66 168.35 482.54 168.3 482.46 168.28 482.36 168.29 482.29 168.23 482.18 168.15 482.21 168.05 482.03 168.02 482.04 168 481.92 168.01 481.81 168.04 481.75 168.05 481.64 168.08 481.48 168.02 481.35 168.04 481.2 168.2 481.15 168.24 481.1 168.2 481.07 168.16 481.11 167.97 481.1 167.9 480.94 167.88 480.84 167.77 480.59 167.73 480.54 167.7 480.44 167.62 480.26 167.63 480.12 167.57 480.07 167.36 479.82 167.2 479.65 167.25 479.56 167.22 479.5 167.09 479.58 167.02 479.54 166.72 479.21 166.66 479.18 166.6 479.09 166.52 479.02 166.45 479 166.27 478.84 166.21 478.83 166.09 478.75 165.95 478.58 165.89 478.56 165.88 478.5 165.98 478.36 166.07 478.29 166.18 478.12 166.23 478.06 166.17 477.92 166.09 477.96 166.02 478.12 165.96 478.16 165.79 478.4 165.59 478.52 165.51 478.58 165.5 478.64 165.43 478.77 165.38 478.79 165.4 478.87 165.49 478.84 165.58 478.74 165.65 478.69 165.76 478.66 165.86 478.79 166.03 478.91 166.2 479 166.27 479.08 166.52 479.29 166.64 479.4 166.7 479.44 166.77 479.55 166.86 479.65 166.91 479.74 166.89 479.82 166.94 479.84 167.02 479.95 167.08 479.99 167.19 480.1 167.32 480.2 167.38 480.3 167.38 480.37 167.46 480.45 167.52 480.54 167.53 480.62 167.61 480.75 167.57 480.87 167.59 480.98 167.7 480.97 167.73 481.05 167.7 481.21 167.64 481.19 167.54 481.1 167.54 481.16 167.58 481.31 167.58 481.39 167.66 481.45 167.63 481.49 167.68 481.69 167.67 481.81 167.71 481.88 167.9 482.32 167.91 482.37 167.85 482.45 167.79 482.4 167.78 482.35 167.73 482.29 167.64 482.29 167.64 482.36 167.69 482.49 167.72 482.54 167.74 482.63 167.77 482.66 167.75 482.71 167.76 482.78 167.71 482.88 167.76 483.02 167.74 483.1 167.77 483.21 167.78 483.34 167.75 483.41 167.66 483.49 167.67 483.54 167.64 483.65 167.58 483.66 167.55 483.73 167.55 483.79 167.53 483.87 167.47 483.86 167.43 483.94 167.36 483.97 167.29 483.94 167.24 483.96 167.13 483.91 167.08 483.9 167.04 483.82 166.96 483.81 166.94 483.77 166.86 483.73 166.82 483.67 166.87 483.65 166.94 483.57 167.05 483.34 167.06 483.16 167.05 483.09 167.07 483.05 167.06 482.92 167.09 482.8 167.03 482.64 167.02 482.58 166.92 482.57 166.86 482.69 166.84 482.62 166.74 482.69 166.68 482.71 166.67 482.75 166.73 482.8 166.73 482.9 166.84 482.96 166.91 483.04 166.93 483.12 166.87 483.17 166.87 483.37 166.83 483.47 166.77 483.49 166.71 483.54 166.69 483.62 166.65 483.65 166.55 483.63 166.45 483.68 166.36 483.65 166.2 483.63 166.13 483.58 166.09 483.53 166.15 483.33 166.2 483.31 166.28 483.19 166.36 483.13 166.38 483.06 166.31 483.04 166.28 483.1 166.2 483.12 166.14 483.2 166.08 483.23 166.03 483.31 165.93 483.29 165.87 483.36 165.9 483.41 165.88 483.59 165.82 483.61 165.74 483.54 165.61 483.51 165.4 483.39 165.27 483.36 165.2 483.4 165.25 483.46 165.31 483.48 165.56 483.67 165.58 483.73 165.51 483.75 165.52 483.84 165.45 483.8 165.46 483.76 165.35 483.67 165.25 483.68 165.31 483.78 165.31 483.82 165.41 483.97 165.37 484.01 165.41 484.19 165.4 484.23 165.24 484.22 165.14 484.1 165.08 484.14 165.13 484.2 165.19 484.24 165.18 484.31 165.25 484.34 165.25 484.37 165.33 484.4 165.37 484.45 165.37 484.62 165.32 484.74 165.33 484.78 165.41 484.76 165.42 484.83 165.37 484.86 165.34 484.94 165.27 484.95 165.2 484.9 165.19 484.84 165.12 484.82 165.01 484.67 164.97 484.66 164.89 484.55 164.9 484.51 164.86 484.46 164.79 484.32 164.76 484.19 164.71 484.06 164.62 483.97 164.53 483.76 164.53 483.67 164.51 483.61 164.53 483.51 164.39 483.39 164.39 483.33 164.56 483.28 164.49 483.23 164.41 483.03 164.48 483 164.53 483.03 164.61 483.04 164.62 483.09 164.79 483.15 164.8 483.2 164.85 483.2 165.01 483.29 165.03 483.27 164.93 483.19 164.92 483.11 164.81 483.04 164.72 482.95 164.65 482.93 164.6 482.88 164.46 482.83 164.42 482.7 164.47 482.64 164.55 482.62 164.61 482.56 164.66 482.44 164.77 482.24 164.8 482.14 164.79 482.05 164.81 481.89 164.75 481.87 164.81 481.79 164.83 481.73 164.93 481.74 164.9 481.66 164.97 481.59 164.92 481.57 164.81 481.58 164.68 481.56 164.55 481.44 164.54 481.33 164.58 481.28 164.55 481.24 164.53 481.06 164.55 481.03 164.49 480.93 164.43 480.92 164.42 480.87 164.35 480.81 164.38 480.77 164.35 480.69 164.42 480.58 164.48 480.6 164.48 480.49 164.51 480.45 164.61 480.42 164.65 480.46 164.72 480.46 164.84 480.29 164.9 480.32 164.98 480.3 165.1 480.21 165.16 480.19 165.15 480.13 165.05 480.12 164.97 480.09 164.94 480.19 164.81 480.2 164.71 480.3 164.65 480.33 164.52 480.27 164.45 480.26 164.35 480.35 164.31 480.2 164.24 480.04 164.36 479.99 164.44 479.97 164.53 479.97 164.91 479.88 165.01 479.81 165.03 479.76 164.85 479.8 164.79 479.79 164.78 479.68 164.66 479.59 164.56 479.5 164.57 479.41 164.65 479.38 164.66 479.32 164.6 479.27 164.5 479.35 164.42 479.24 164.22 479.45 164.12 479.62 163.99 479.8 163.83 479.81 163.79 479.87 163.72 479.85 163.65 479.92 163.48 480 163.44 480 163.4 480.06 163.42 480.1 163.47 480.11 163.53 480.16 163.73 480.11 163.82 480.14 163.9 480.13 164 480.2 164.04 480.18 164.08 480.25 164.07 480.29 164.1 480.39 164.07 480.43 164.09 480.49 164.06 480.58 164.02 480.6 164.03 480.91 164.01 480.97 163.84 480.98 163.98 481.15 164.01 481.14 164.12 481.3 164.05 481.32 164.07 481.38 164.02 481.42 164.03 481.59 163.97 481.6 163.97 481.67 163.93 481.74 163.98 481.82 163.94 481.85 163.85 481.79 163.8 481.8 163.76 481.76 163.61 481.68 163.58 481.61 163.51 481.56 163.29 481.43 163.38 481.53 163.43 481.56 163.6 481.72 163.68 481.88 163.8 481.95 163.81 482.02 163.76 482.04 163.83 482.11 163.86 482.24 163.89 482.33 163.82 482.38 163.81 482.46 163.84 482.58 163.79 482.62 163.66 482.56 163.58 482.55 163.47 482.44 163.35 482.44 163.22 482.4 163.15 482.41 163.01 482.35 162.93 482.25 162.83 482.21 162.76 482.1 162.7 481.95 162.7 481.91 162.63 481.77 162.6 481.75 162.56 481.62 162.48 481.48 162.28 481.27 162.24 481.18 162.2 481.21 162.14 481.11 162.15 481.07 162.22 481.08 162.38 481.19 162.49 481.22 162.55 481.18 162.55 481.04 162.5 480.88 162.47 480.82 162.5 480.78 162.47 480.73 162.61 480.7 162.67 480.62 162.88 480.58 162.94 480.61 163.02 480.61 162.97 480.54 162.93 480.54 162.89 480.45 162.79 480.43 162.78 480.37 162.73 480.32 162.79 480.14 162.86 480.05 162.84 479.97 162.79 479.87 162.7 479.79 162.68 479.69 162.69 479.63 162.77 479.58 162.75 479.52 162.79 479.49 162.86 479.49 162.88 479.46 163.02 479.38 162.99 479.31 162.98 479.19 163.02 479.17 162.9 478.94 162.85 478.87 162.81 478.75 162.76 478.51 162.77 478.48 162.74 478.31 162.69 478.11 162.65 477.98 162.79 477.92 162.86 477.86 162.95 477.84 162.93 477.73 162.99 477.68 163.09 477.68 163.19 477.71 163.21 477.66 163.27 477.67 163.37 477.57 163.54 477.59 163.63 477.63 163.72 477.56 163.85 477.6 163.88 477.59 163.84 477.48 163.77 477.48 163.71 477.44 163.64 477.42 163.53 477.44 163.49 477.46 163.39 477.42 163.32 477.44 163.28 477.49 163.21 477.52 163.1 477.54 162.93 477.49 162.85 477.55 162.75 477.51 162.7 477.53 162.81 477.63 162.8 477.72 162.74 477.81 162.64 477.83 162.58 477.87 162.53 477.85 162.47 477.96 162.49 478.03 162.51 478.31 162.48 478.32 162.43 478.27 162.4 478.33 162.4 478.43 162.36 478.47 162.25 478.37 162.21 478.28 162.14 478.2 162.08 478.17 162.05 478.25 162 478.27 161.97 478.2 161.88 478.18 161.83 478.22 161.87 478.28 161.98 478.35 162.04 478.43 162.19 478.48 162.29 478.58 162.26 478.62 162.31 478.68 162.22 478.7 162.12 478.66 162.11 478.77 162.16 478.83 161.99 478.86 161.96 478.78 161.91 478.84 161.84 478.86 161.88 478.94 161.93 478.94 162.07 479 162.02 479.05 162.01 479.11 162.08 479.11 162.12 479.18 162.23 479.29 162.24 479.34 162.21 479.42 162.28 479.46 162.4 479.6 162.46 479.7 162.43 479.72 162.34 479.92 162.23 479.84 162.14 479.67 162.13 479.8 162.1 479.89 162.04 479.92 161.89 479.9 161.9 479.98 161.79 480.05 161.87 480.1 161.9 480.16 161.84 480.18 161.85 480.23 161.81 480.27 161.72 480.28 161.74 480.35 161.83 480.37 161.89 480.44 161.86 480.48 161.78 480.46 161.79 480.52 161.74 480.53 161.67 480.58 161.58 480.45 161.5 480.38 161.52 480.3 161.48 480.23 161.54 480.2 161.57 480.04 161.5 480.02 161.43 479.95 161.37 479.92 161.34 479.96 161.27 479.97 161.21 479.94 161.24 479.85 161.22 479.81 161.11 479.82 161.1 479.78 161.16 479.75 161.18 479.69 161.07 479.69 161.09 479.64 161.17 479.62 161.18 479.59 161.29 479.56 161.34 479.48 161.34 479.34 161.27 479.47 161.12 479.49 161 479.54 160.92 479.42 160.93 479.31 160.96 479.16 160.9 479.13 160.89 479.2 160.83 479.23 160.74 479.18 160.66 479.22 160.67 479.35 160.63 479.33 160.46 479.22 160.44 479.22 160.39 479.34 160.42 479.37 160.41 479.48 160.51 479.54 160.52 479.66 160.41 479.62 160.4 479.54 160.32 479.58 160.26 479.48 160.18 479.42 160.13 479.3 160.11 479.3 159.95 479.12 159.95 479.05 159.88 478.98 159.83 478.89 159.89 478.7 159.87 478.63 159.83 478.59 159.8 478.52 159.85 478.43 159.74 478.39 159.74 478.33 159.79 478.24 159.78 478.2 159.86 478.17 159.97 478.2 160.03 478.15 160.14 478.12 160.15 477.69 160.22 477.59 160.23 477.53 160.2 477.47 160.24 477.37 160.36 477.35 160.48 477.27 160.53 477.2 160.58 477.18 160.65 477.2 160.68 477.25 160.74 477.28 160.8 477.38 160.87 477.43 160.88 477.5 160.85 477.61 160.86 477.67 160.94 477.77 160.92 477.94 161.12 478.03 161.21 478.13 161.3 478.18 161.36 478.14 161.49 478.14 161.6 478.06 161.56 478.04 161.44 478.03 161.31 477.97 161.26 477.91 161.18 477.89 161.1 477.76 161.05 477.66 160.96 477.6 160.99 477.43 160.96 477.17 160.89 477.15 160.89 477.08 160.81 476.97 160.84 476.84 160.88 476.79 160.83 476.68 160.74 476.63 160.63 476.5 160.52 476.24 160.53 476.19 160.64 476.2 160.68 476.24 160.77 476.28 160.88 476.3 160.99 476.28 161.03 476.32 161.11 476.34 161.16 476.41 161.18 476.48 161.25 476.56 161.22 476.61 161.25 476.69 161.4 476.82 161.5 476.85 161.56 476.83 161.48 476.72 161.48 476.62 161.39 476.54 161.26 476.25 161.01 476.1 160.91 476.14 160.8 476.02 160.71 475.99 160.57 475.91 160.53 475.82 160.52 475.71 160.49 475.65 160.43 475.45 160.49 475.4 160.54 475.11 160.46 475.11 160.31 475.25 160.2 475.4 159.99 475.5 159.96 475.48 159.8 475.47 159.62 475.4 159.58 475.31 159.62 475.21 159.58 475.16 159.45 475.14 159.45 475.05 159.52 475.09 159.63 475.06 159.63 474.9 159.51 474.79 159.51 474.72 159.45 474.64 159.54 474.64 159.56 474.54 159.51 474.49 159.45 474.52 159.22 474.45 159.16 474.41 159.07 474.41 158.88 474.32 158.83 474.28 158.62 474.19 158.48 474.15 158.42 474.12 158.34 473.99 158.33 473.89 158.25 473.81 158.07 473.75 157.94 473.66 157.8 473.44 157.7 473.34 157.6 473.31 157.56 473.22 157.79 473.17 157.83 473.11 157.92 473.06 157.89 472.98 157.95 472.95 158.04 473.04 158.04 473.13 158.13 473.26 158.21 473.2 158.14 473.06 158.15 472.99 158.07 472.91 157.89 472.65 157.92 472.55 157.95 472.53 157.93 472.4 157.84 472.35 157.82 472.51 157.74 472.64 157.81 472.78 157.8 472.9 157.74 472.96 157.69 472.96 157.64 472.9 157.55 472.85 157.36 472.84 157.38 472.9 157.35 472.94 157.21 472.84 157.17 472.86 157.07 472.81 156.95 472.72 156.88 472.74 156.8 472.71 156.72 472.72 156.62 472.77 156.53 472.76 156.41 472.59 156.41 472.54 156.45 472.5 156.41 472.44 156.29 472.46 156.18 472.51 156.17 472.66 156.1 472.74 156.02 472.76 155.95 472.73 155.83 472.7 155.8 472.65 155.58 472.63 155.55 472.59 155.4 472.58 155.36 472.52 155.26 472.51 155.22 472.46 155.07 472.42 154.93 472.44 154.95 472.4 155.1 472.32 155.14 472.26 155.14 472.16 155.15 472.09 155.06 471.95 154.96 471.88 154.97 471.74 155.03 471.71 155.09 471.73 155.11 471.68 155.03 471.55 155.11 471.5 155.21 471.53 155.26 471.59 155.33 471.61 155.43 471.57 155.56 471.57 155.6 471.47 155.66 471.43 155.75 471.47 155.88 471.45 155.9 471.41 155.98 471.4 156.03 471.3 156.09 471.3 156.17 471.23 156.14 471.14 156.1 471.11 155.97 471.2 155.78 471.15 155.7 471.16 155.63 471.2 155.58 471.19 155.51 471.23 155.25 471.19 155.12 471.16 155.03 471.07 154.99 471 155 470.95 155.04 470.87 155.1 470.85 155.16 470.79 155.13 470.72 155.07 470.76 155.05 470.7 154.96 470.7 154.87 470.6 154.77 470.54 154.77 470.51 154.66 470.37 154.67 470.31 154.63 470.26 154.61 470.12 154.64 470.06 154.58 469.9 154.6 469.86 154.68 469.82 154.7 469.74 154.67 469.71 154.72 469.59 154.67 469.58 154.47 469.75 154.39 469.81 154.27 469.79 154.15 469.74 154.12 469.66 154.03 469.58 153.93 469.53 153.87 469.44 153.87 469.36 153.83 469.29 153.83 469.24 153.87 469.16 153.86 468.97 153.82 468.87 153.84 468.81 153.9 468.84 153.98 468.8 154.07 468.79 154.1 468.7 154.14 468.75 154.29 468.87 154.39 468.94 154.41 468.92 154.49 468.96 154.55 468.93 154.89 469 155.11 469.11 155.27 469.14 155.37 469.19 155.58 469.24 155.71 469.33 155.79 469.35 156.02 469.58 156.08 469.63 156.29 469.75 156.34 469.75 156.31 469.64 156.13 469.56 156.09 469.52 155.86 469.28 155.68 469.13 155.5 469.05 155.38 468.94 155.27 468.88 155.09 468.91 154.98 468.83 154.84 468.76 154.65 468.58 154.46 468.56 154.33 468.5 154.21 468.39 153.99 468.44 153.93 468.38 154 468.35 154.06 468.29 154.03 468.14 153.99 468.1 153.9 467.94 153.91 467.87 153.9 467.74 153.87 467.66 153.84 467.54 153.78 467.43 153.78 467.36 153.72 467.3 153.69 467.43 153.72 467.51 153.73 467.64 153.78 467.74 153.73 467.78 153.63 467.7 153.56 467.68 153.59 467.78 153.7 467.9 153.73 467.95 153.71 468.04 153.78 468.28 153.71 468.32 153.62 468.34 153.56 468.31 153.48 468.31 153.41 468.26 153.34 468.14 153.29 468.1 153.28 468.02 153.21 467.94 153.17 467.93 153.09 467.79 152.85 467.55 152.76 467.46 152.71 467.34 152.78 467.26 152.76 467.22 152.99 466.96 153.06 467.08 153.08 467.15 153.12 467.16 153.18 467.26 153.3 467.27 153.3 467.17 153.21 467.04 153.22 466.99 153.11 466.87 153.07 466.81 152.96 466.76 152.94 466.73 152.92 466.64 152.89 466.58 152.85 466.55 152.78 466.63 152.76 466.7 152.77 466.81 152.87 466.88 152.84 466.94 152.66 467.07 152.55 467.22 152.47 467.21 152.39 467.17 152.26 467.06 152.19 466.99 152.16 466.99 151.98 466.83 151.91 466.74 151.82 466.74 151.8 466.66 151.71 466.51 151.68 466.38 151.62 466.35 151.62 466.29 151.66 466.24 151.61 466.19 151.57 466.04 151.53 466 151.5 465.89 151.5 465.77 151.47 465.71 151.56 465.6 151.54 465.51 151.49 465.34 151.38 465.24 151.45 465.21 151.64 465.07 151.68 465.03 151.68 464.96 151.74 464.89 151.66 464.8 151.57 464.74 151.57 464.59 151.5 464.52 151.44 464.4 151.44 464.34 151.4 464.32 151.35 464.36 151.37 464.46 151.36 464.61 151.39 464.85 151.27 464.96 151.23 465.05 151.17 465.1 151.13 465.28 151.16 465.34 151.25 465.38 151.32 465.44 151.36 465.5 151.37 465.57 151.27 465.61 151.26 465.71 151.26 465.85 151.11 465.82 150.87 465.95 150.85 466 150.8 466.02 150.52 466.01 150.3 465.92 150.22 465.93 150.16 465.9 150.08 465.89 150 465.9 149.94 465.97 149.93 466.01 149.8 465.99 149.61 465.98 149.52 465.91 149.43 465.89 149.42 465.85 149.31 465.75 149.25 465.7 149.14 465.56 149.26 465.41 149.42 465.33 149.36 465.22 149.23 465.26 149.22 465.31 149.18 465.34 149.16 465.19 149.22 465.18 149.22 465.08 149.18 464.94 149.12 464.98 149.03 465 148.99 465.04 148.85 465.07 148.69 464.99 148.79 464.95 148.71 464.87 148.71 464.8 148.59 464.52 148.55 464.47 148.56 464.4 148.52 464.37 148.47 464.25 148.39 464.23 148.29 464.16 148.31 464.08 148.29 464.04 148.2 464.01 148.05 463.82 148.01 463.79 147.85 463.6 147.77 463.55 147.52 463.17 147.55 463.13 147.65 463.13 147.71 463.09 147.77 463.09 147.65 462.96 147.62 462.8 147.66 462.74 147.61 462.67 147.63 462.59 147.57 462.4 147.49 462.36 147.34 462.21 147.41 462.09 147.4 462.06 147.3 462.11 147.29 462.25 147.31 462.31 147.31 462.47 147.24 462.4 147.27 462.55 147.31 462.6 147.27 462.69 147.21 462.69 147.13 462.62 147.1 462.53 147.04 462.44 146.85 462.25 146.78 462.2 146.68 462.03 146.7 462 146.71 461.9 146.64 461.76 146.64 461.72 146.52 461.54 146.47 461.41 146.48 461.37 146.45 461.22 146.4 461.11 146.4 461.05 146.3 460.94 146.26 460.85 146.24 460.68 146.19 460.53 146.11 460.43 146.1 460.36 146.04 460.23 145.93 460.05 145.82 459.95 145.76 459.79 145.71 459.71 145.65 459.76 145.6 459.76 145.55 459.67 145.55 459.55 145.48 459.5 145.41 459.38 145.33 459.3 145.34 459.21 145.29 458.99 145.29 458.77 145.26 458.72 145.24 458.56 145.27 458.44 145.23 458.19 145.25 458.06 145.2 457.95 145.14 457.92 145.13 457.81 145.07 457.81 145.08 457.91 145.13 458.04 145.13 458.3 145.15 458.41 145.16 458.51 145.15 458.85 145.18 458.93 145.17 459 145.22 459.12 145.19 459.18 145.07 459.14 145.06 459.17 144.88 459.14 144.8 459.08 144.69 459.02 144.66 459.05 144.67 459.13 144.81 459.2 144.97 459.26 145.07 459.29 145.1 459.32 145.09 459.39 145.18 459.5 145.14 459.58 145.16 459.63 145.27 459.63 145.35 459.66 145.47 459.77 145.56 459.92 145.56 459.95 145.65 460.08 145.6 460.15 145.7 460.24 145.7 460.29 145.86 460.49 145.82 460.56 145.77 460.54 145.76 460.48 145.68 460.43 145.56 460.39 145.5 460.28 145.52 460.23 145.47 460.17 145.44 460.08 145.4 460.04 145.31 459.88 145.17 459.79 145.12 459.72 144.99 459.65 144.96 459.61 144.76 459.56 144.67 459.49 144.47 459.48 144.52 459.54 144.6 459.59 144.68 459.61 144.77 459.68 144.78 459.74 145.05 459.95 145.04 459.99 145.12 460.03 145.12 460.12 145.17 460.24 145.27 460.35 145.3 460.43 145.44 460.43 145.53 460.47 145.56 460.54 145.56 460.63 145.57 460.69 145.55 460.8 145.56 460.93 145.64 460.97 145.66 461.03 145.59 461.12 145.61 461.23 145.67 461.31 145.64 461.39 145.68 461.46 145.72 461.48 145.77 461.57 145.81 461.71 145.93 461.71 145.99 461.74 146.01 461.87 145.97 461.93 146.1 462.11 146.1 462.18 146.15 462.19 146.27 462.38 146.32 462.41 146.47 462.61 146.46 462.66 146.5 462.73 146.54 462.87 146.57 462.95 146.56 463 146.59 463.07 146.63 463.06 146.77 463.2 146.85 463.37 146.91 463.42 146.95 463.52 147.06 463.66 147.05 463.75 147.08 463.79 147.13 463.94 147.06 463.93 147.03 463.84 147.02 463.77 146.99 463.72 146.92 463.75 146.88 463.69 146.83 463.68 146.8 463.73 146.92 463.83 146.91 463.88 146.95 463.96 146.97 464.04 147.05 464.08 147.08 464.24 147.14 464.27 147.25 464.43 147.31 464.55 147.27 464.61 147.31 464.66 147.36 464.77 147.43 464.84 147.49 464.92 147.52 465.03 147.59 465.18 147.65 465.35 147.75 465.5 147.84 465.81 147.8 465.9 147.76 465.83 147.66 465.92 147.72 466.03 147.67 466.06 147.68 466.12 147.78 466.33 147.93 466.55 147.91 466.62 147.82 466.55 147.8 466.6 147.68 466.54 147.64 466.5 147.55 466.56 147.45 466.49 147.33 466.45 147.28 466.41 147.21 466.43 147.12 466.48 147.03 466.46 146.95 466.41 146.85 466.29 146.79 466.23 146.78 466.18 146.73 466.13 146.67 466.02 146.62 466 146.54 465.92 146.53 465.87 146.47 465.8 146.3 465.4 146.24 465.31 146.2 465.23 146.15 465.08 146.17 465.06 146.05 464.87 145.98 464.85 145.99 464.8 145.93 464.74 145.89 464.81 146.02 464.92 146.05 464.99 146.03 465.08 145.96 464.97 145.9 464.94 145.99 465.1 146.16 465.33 146.2 465.38 146.2 465.57 146.19 465.62 146.11 465.63 145.97 465.52 145.84 465.44 145.78 465.47 145.6 465.37 145.55 465.39 145.54 465.45 145.46 465.54 145.43 465.6 145.38 465.61 145.28 465.67 145.19 465.66 145.05 465.69 144.88 465.79 144.76 465.82 144.69 465.86 144.58 465.9 144.54 465.85 144.58 465.76 144.59 465.61 144.56 465.56 144.55 465.39 144.62 465.32 144.62 465.27 144.52 465.27 144.46 465.33 144.43 465.4 144.39 465.42 144.21 465.35 144.17 465.32 144.14 465.24 144.17 465.19 144.24 465.19 144.23 465.14 144.27 465.06 144.35 465.07 144.34 464.94 144.25 464.93 144.22 464.83 144.17 464.81 144.15 464.7 144.11 464.6 144.03 464.52 144.01 464.46 144.08 464.46 144.13 464.53 144.22 464.4 144.28 464.44 144.36 464.52 144.4 464.45 144.48 464.43 144.54 464.33 144.4 464.32 144.29 464.23 144.27 464.16 144.22 464.15 144.22 464.06 144.16 464.02 144.06 463.86 143.98 463.7 143.89 463.71 143.86 463.66 143.78 463.61 143.77 463.49 143.84 463.47 143.8 463.42 143.74 463.41 143.65 463.31 143.6 463.18 143.55 463.15 143.48 463.05 143.4 462.99 143.38 462.93 143.4 462.86 143.47 462.81 143.48 462.77 143.61 462.71 143.61 462.63 143.44 462.66 143.46 462.61 143.39 462.52 143.37 462.45 143.36 462.29 143.39 462.26 143.34 462.15 143.26 462.12 143.22 462.04 143.1 461.97 143.07 461.92 143.08 461.84 142.93 461.86 142.92 461.9 142.94 461.98 143 462.06 143 462.1 143.1 462.14 143.14 462.24 143.1 462.38 143.19 462.44 143.19 462.52 143.26 462.63 143.25 462.75 143.27 462.81 143.24 462.99 143.19 463.08 143.19 463.15 143.23 463.24 143.19 463.28 143.24 463.41 143.24 463.46 143.1 463.45 143.02 463.5 142.89 463.5 142.76 463.39 142.59 463.36 142.47 463.27 142.41 463.25 142.27 463.14 142.25 463.06 142.16 463.16 142.12 463.1 142.01 463.12 141.92 463.06 141.81 462.9 141.81 462.8 141.74 462.65 141.66 462.5 141.68 462.47 141.63 462.32 141.52 462.25 141.48 462.27 141.48 462.39 141.51 462.5 141.49 462.63 141.42 462.59 141.4 462.53 141.34 462.45 141.25 462.39 141.2 462.28 141.14 462.2 140.96 462.04 140.92 462.05 141 462.2 141.02 462.2 141.19 462.44 141.25 462.5 141.31 462.58 141.36 462.71 141.35 462.79 141.24 462.76 141.2 462.79 141.15 462.76 141.1 462.69 140.84 462.57 140.71 462.56 140.68 462.51 140.52 462.46 140.38 462.43 140.25 462.28 140.17 462.22 140.07 462.2 139.95 462.08 139.95 462.03 139.84 461.95 139.8 461.95 139.72 461.85 139.61 461.87 139.59 461.97 139.64 462 139.7 462.12 139.77 462.17 139.81 462.12 139.86 462.15 139.86 462.19 139.97 462.35 140.06 462.4 140.11 462.4 140.22 462.52 140.26 462.66 140.2 462.79 140.12 462.75 140.01 462.77 139.99 462.8 139.91 462.79 139.83 462.87 139.8 462.94 139.76 463.19 139.67 463.31 139.63 463.31 139.62 463.4 139.69 463.49 139.72 463.48 139.76 463.39 139.85 463.2 139.91 463.12 139.94 463.01 139.95 462.93 140.06 462.94 140.12 462.93 140.2 462.96 140.27 462.93 140.28 462.9 140.41 462.97 140.48 462.95 140.61 462.98 140.69 463.04 140.76 462.98 140.83 462.99 140.95 462.95 140.98 462.98 141.09 463.01 141.14 463.06 141.2 463.03 141.25 463.06 141.29 463.13 141.45 463.09 141.57 463.11 141.68 463.16 141.73 463.22 141.86 463.29 141.89 463.33 141.98 463.37 141.92 463.45 141.95 463.5 142.01 463.5 142.04 463.43 142.13 463.46 142.15 463.52 142.12 463.57 142.05 463.56 142.05 463.61 141.86 463.54 141.85 463.6 141.95 463.63 142.1 463.73 142.16 463.73 142.3 463.8 142.42 463.84 142.45 463.9 142.5 463.92 142.61 464.03 142.55 464.18 142.5 464.24 142.48 464.3 142.29 464.47 142.22 464.59 142.2 464.67 142.14 464.71 142.06 464.71 142.06 464.76 142.17 464.8 142.31 464.78 142.3 464.67 142.35 464.58 142.46 464.52 142.54 464.54 142.56 464.44 142.62 464.34 142.67 464.3 142.72 464.37 142.75 464.35 142.71 464.16 142.76 464.12 142.96 464.25 143.02 464.33 143.11 464.39 143.22 464.44 143.28 464.57 143.17 464.53 143.26 464.69 143.37 464.79 143.43 464.74 143.52 464.82 143.57 464.93 143.56 464.96 143.63 465.01 143.67 465.08 143.74 465.09 143.77 465.13 143.75 465.2 143.82 465.35 143.9 465.39 143.9 465.45 143.86 465.48 143.87 465.54 143.97 465.61 144.05 465.8 144.05 465.89 144.14 465.95 144.15 466.03 144.03 466.09 143.93 466.27 143.87 466.3 143.75 466.3 143.66 466.36 143.58 466.38 143.56 466.46 143.32 466.59 143.24 466.55 143.22 466.41 143.27 466.32 143.28 466.23 143.15 466.17 143.08 466.25 142.94 466.27 142.9 466.3 142.93 466.36 142.99 466.41 143.02 466.55 143.03 466.73 142.96 466.79 142.91 466.77 142.86 466.71 142.75 466.7 142.71 466.79 142.63 466.77 142.61 466.8 142.53 466.82 142.47 466.77 142.39 466.74 142.3 466.75 142.27 466.71 142.22 466.58 142.18 466.55 142 466.66 142.06 466.76 142.15 466.81 142.19 466.88 142.23 466.88 142.24 466.98 142.31 467.02 142.36 467.15 142.38 467.27 142.31 467.35 142.34 467.41 142.32 467.48 142.23 467.55 142.06 467.59 141.99 467.59 141.97 467.54 141.91 467.5 141.8 467.37 141.76 467.3 141.74 467.2 141.83 467.1 141.91 467.09 141.88 466.99 141.8 467.01 141.72 467.09 141.69 466.98 141.65 466.98 141.62 467.11 141.58 467.13 141.5 467.09 141.46 466.93 141.53 466.82 141.35 466.8 141.43 466.88 141.36 467 141.29 466.98 141.22 466.99 141.15 466.96 141.18 466.92 141.24 466.91 141.25 466.76 141.22 466.72 141.23 466.64 141.15 466.61 141.13 466.76 141.09 466.8 141.02 466.81 140.99 466.64 141.02 466.52 140.94 466.5 140.89 466.43 140.8 466.46 140.74 466.43 140.54 466.4 140.33 466.52 140.35 466.61 140.29 466.65 140.21 466.57 140.06 466.46 139.99 466.39 139.91 466.37 139.88 466.34 139.67 466.23 139.52 466.21 139.45 466.18 139.38 466.1 139 465.93 138.98 465.89 138.91 465.85 138.76 465.73 138.4 465.55 138.33 465.49 138.16 465.42 138.09 465.44 138.02 465.41 137.88 465.31 137.87 465.13 137.81 465.03 137.74 464.97 137.54 464.8 137.34 464.65 137.17 464.55 137.02 464.47 136.92 464.39 136.79 464.31 136.74 464.24 136.71 464.12 136.75 464.06 136.75 463.9 136.67 463.76 136.69 463.72 136.64 463.64 136.37 463.38 136.08 463.16 135.83 462.99 135.67 462.9 135.62 462.82 135.4 462.69 135.16 462.58 135.02 462.54 134.26 462.35 133.98 462.29 133.7 462.14 133.21 461.81 133.04 461.71 132.88 461.63 132.61 461.52 132.27 461.4 131.43 461.14 131.22 461.06 130.65 460.8 130.42 460.67 130.15 460.53 130.06 460.46 130.01 460.46 129.87 460.35 129.57 460.19 129.21 460.02 129.15 459.98 129.11 459.94 129.16 459.82 129.19 459.8 129.41 459.89 129.56 459.85 129.49 459.78 129.5 459.71 129.53 459.67 129.62 459.66 129.65 459.57 129.64 459.52 129.56 459.45 129.58 459.38 129.64 459.3 129.73 459.36 129.71 459.39 129.74 459.48 129.73 459.55 129.76 459.65 129.9 459.52 129.9 459.45 129.98 459.41 130.05 459.35 130.05 459.3 129.96 459.31 130 459.23 130.02 459.08 130.09 459.03 130.1 458.94 130.17 458.85 130.23 458.7 130.3 458.68 130.31 458.58 130.24 458.55 130.06 458.39 129.97 458.22 129.9 458.16 129.81 457.98 129.82 457.87 129.75 457.76 129.68 457.68 129.62 457.49 129.62 457.28 129.7 457.25 129.76 457.2 129.78 457.14 129.88 457.06 129.92 456.99 129.95 456.9 129.94 456.8 129.99 456.69 129.96 456.64 130.02 456.56 129.98 456.5 129.88 456.4 129.83 456.25 129.75 456.23 129.76 456.32 129.71 456.42 129.68 456.54 129.61 456.58 129.6 456.64 129.63 456.8 129.62 456.97 129.53 457 129.48 457.07 129.36 457.12 129.29 457.2 129.2 457.42 129.13 457.57 129.13 457.66 129.18 457.77 129.16 457.88 129.06 457.98 128.72 458.17 128.58 458.23 128.23 458.47 128.11 458.54 127.99 458.59 127.83 458.7 127.79 458.8 127.7 458.91 127.52 459.01 127.39 459.06 127.12 459.05 126.88 459.06 126.5 459.06 126.37 459.05 126.25 459.07 126.08 459.06 125.8 459.03 125.67 459 125.51 458.99 125.31 458.95 124.97 458.78 124.58 458.65 124.24 458.51 123.96 458.41 123.85 458.36 123.53 458.26 123.34 458.18 123.25 458.14 123.16 458.05 123.1 457.95 123.08 457.89 123.13 457.84 123.18 457.91 123.19 458.01 123.26 458.12 123.3 458 123.4 457.93 123.42 457.83 123.51 457.77 123.61 457.78 123.69 457.75 123.77 457.69 123.74 457.63 123.77 457.56 123.73 457.49 123.75 457.44 123.81 457.39 123.8 457.34 123.82 457.27 123.73 457.15 123.69 457.02 123.64 456.95 123.54 456.87 123.67 456.85 123.71 456.7 123.83 456.61 123.82 456.57 123.88 456.49 123.92 456.49 124 456.41 124.04 456.43 124.09 456.36 124.11 456.28 124.12 456.13 124.06 455.99 124 456.02 124.06 456.11 124.03 456.25 123.99 456.34 123.83 456.44 123.71 456.57 123.6 456.63 123.48 456.64 123.43 456.68 123.41 456.61 123.33 456.51 123.33 456.39 123.34 456.25 123.26 456.16 123.2 456.2 123.16 456.33 123.12 456.37 123.06 456.36 122.91 456.28 122.79 456.15 122.69 456.15 122.66 456.21 122.69 456.27 122.76 456.35 122.79 456.45 122.86 456.49 122.91 456.48 123 456.56 123.05 456.64 123.08 456.72 123.03 456.73 123.09 456.83 123.22 456.85 123.26 456.87 123.33 456.98 123.41 457.06 123.42 457.12 123.36 457.15 123.32 457.25 123.24 457.29 123.12 457.36 122.97 457.41 122.86 457.52 122.85 457.58 122.67 457.64 122.37 457.69 122.18 457.69 122.02 457.64 121.64 457.47 121.37 457.4 121.24 457.37 120.86 457.35 120.48 457.26 120.15 457.2 119.84 457.18 119.67 457.2 119.61 457.14 119.29 457.08 119.1 457.06 118.72 457.06 118.33 457.08 117.98 457.14 117.7 457.24 117.23 457.37 117 457.42 116.24 457.54 115.86 457.61 115.51 457.69 115.26 457.79 114.86 457.99 114.73 458.08 114.57 458.13 114.4 458.06 114.34 458.06 114.26 457.99 114.24 457.95 114.15 457.93 113.94 457.92 113.75 457.97 113.66 457.97 113.54 457.93 113.46 457.94 113.29 457.93 113.33 457.86 113.42 457.81 113.57 457.8 113.66 457.78 113.79 457.81 113.86 457.75 113.96 457.78 114.03 457.75 113.94 457.55 113.78 457.43 113.77 457.37 113.67 457.38 113.62 457.32 113.46 457.28 113.4 457.19 113.25 457.18 113.1 457.1 113.13 456.99 113.03 456.95 113.13 456.88 113.33 456.84 113.3 456.81 113.05 456.84 112.82 456.93 112.67 456.95 112.62 456.93 112.46 456.97 112.27 456.85 112.21 456.86 112.15 456.93 112.1 456.88 112.03 456.87 111.94 456.81 111.71 456.72 111.51 456.68 111.37 456.67 111.29 456.68 111.23 456.67 110.93 456.65 110.86 456.58 110.96 456.51 111.07 456.46 111.28 456.43 111.37 456.38 111.48 456.34 111.46 456.29 111.35 456.2 111.23 456.22 111.15 456.18 111 456.15 110.97 456.19 110.9 456.23 110.85 456.2 110.76 456.2 110.73 456.18 110.7 456.03 110.75 455.94 110.75 455.91 110.9 455.64 110.9 455.58 110.96 455.47 110.95 455.42 111.12 455.05 111.2 454.91 111.07 454.91 110.92 454.97 110.84 455.07 110.85 455.13 110.82 455.19 110.69 455.2 110.66 455.24 110.56 455.28 110.49 455.3 110.36 455.39 110.27 455.56 110.21 455.72 110.18 455.85 110.19 456.09 110.15 456.14 110.1 456.15 109.99 456.08 109.88 456.08 109.82 456.12 109.65 456.03 109.63 456 109.52 455.94 109.48 455.88 109.38 455.87 109.38 455.82 109.3 455.83 109 455.59 108.86 455.55 108.78 455.48 108.83 455.39 108.83 455.34 108.65 455.28 108.59 455.22 108.5 455.19 108.47 455.14 108.28 455.09 108.17 455.1 108.12 455.06 107.99 455.08 107.93 455.03 107.88 455.04 107.83 455.1 107.7 455.12 107.49 455.18 107.4 455.16 107.31 455.11 107.24 455.12 107.18 455.04 107.29 454.94 107.35 454.84 107.42 454.87 107.5 454.82 107.58 454.71 107.75 454.62 107.79 454.53 107.86 454.5 107.82 454.44 107.92 454.3 108.02 454.2 108.07 454.11 108.08 454.01 108.13 453.95 108.16 453.82 108.25 453.76 108.32 453.69 108.33 453.64 108.3 453.58 108.23 453.57 108.17 453.65 107.83 453.86 107.7 453.91 107.54 453.99 107.4 454 107.4 453.94 107.51 453.9 107.61 453.81 107.62 453.77 107.55 453.75 107.45 453.82 107.45 453.74 107.38 453.7 107.47 453.62 107.51 453.53 107.54 453.43 107.45 453.47 107.36 453.55 107.4 453.6 107.27 453.73 107.27 453.81 107.23 453.85 107.24 453.91 107.1 453.95 107.07 453.93 107.02 453.98 106.98 453.94 107.01 453.79 107.07 453.74 107.08 453.67 107.19 453.47 107.28 453.39 107.25 453.36 107.13 453.43 107.05 453.51 106.96 453.56 106.92 453.63 106.86 453.65 106.6 453.8 106.51 453.88 106.47 453.88 106.36 453.93 106.34 453.91 106.16 453.94 106.13 453.93 106.08 453.76 106.19 453.71 106.22 453.66 106.27 453.63 106.27 453.59 106.34 453.5 106.57 453.29 106.65 453.26 106.8 453.12 106.72 453.07 106.78 453.02 106.85 453.06 106.86 452.99 106.8 452.93 106.84 452.86 106.84 452.76 106.77 452.76 106.74 452.86 106.64 453.01 106.56 453.16 106.52 453.08 106.44 453.22 106.3 453.15 106.31 453.08 106.22 453.08 106.2 453.26 106.12 453.31 105.98 453.31 105.91 453.25 105.93 453.17 105.91 453.08 105.95 452.92 105.88 452.94 105.85 453.03 105.86 453.09 105.81 453.16 105.76 453.28 105.71 453.29 105.67 453.34 105.7 453.39 105.61 453.47 105.52 453.53 105.45 453.52 105.4 453.55 105.37 453.6 105.31 453.64 105.29 453.56 105.25 453.53 105.16 453.5 105.12 453.51 104.94 453.48 104.92 453.53 104.86 453.57 104.75 453.54 104.72 453.49 104.72 453.35 104.63 453.26 104.59 453.2 104.6 453.13 104.68 453.15 104.74 453.24 104.86 453.25 104.83 453.16 104.84 453.09 104.88 453.07 104.91 453 105.01 453.05 104.98 453.17 105.07 453.11 105.15 453.08 105.26 453.15 105.26 453.08 105.22 453.03 105.11 452.97 105.09 452.93 105.21 452.91 105.34 452.92 105.42 452.91 105.47 452.86 105.55 452.86 105.75 452.79 105.84 452.79 105.99 452.67 106.02 452.62 106.12 452.56 106.12 452.49 106.16 452.39 106.33 452.34 106.38 452.34 106.61 452.43 106.57 452.33 106.49 452.34 106.46 452.27 106.38 452.24 106.29 452.14 106.25 452.2 106.18 452.11 106.14 452.11 106.05 452.24 106.05 452.3 106.01 452.32 105.98 452.38 105.83 452.54 105.74 452.56 105.59 452.62 105.58 452.55 105.66 452.44 105.62 452.41 105.55 452.46 105.43 452.61 105.35 452.64 105.26 452.61 105.18 452.63 105.05 452.58 105.01 452.51 105.06 452.49 105.08 452.44 104.96 452.34 104.9 452.42 104.85 452.58 104.78 452.59 104.8 452.4 104.84 452.36 104.87 452.25 104.77 452.17 104.69 452.23 104.65 452.3 104.57 452.2 104.54 452.09 104.58 452.07 104.44 451.95 104.47 451.93 104.43 451.82 104.34 451.67 104.37 451.57 104.46 451.64 104.47 451.72 104.55 451.79 104.7 451.73 104.72 451.77 104.8 451.84 104.89 451.85 104.93 451.81 104.86 451.67 104.77 451.63 104.69 451.68 104.62 451.68 104.54 451.61 104.49 451.54 104.48 451.46 104.56 451.45 104.57 451.37 104.56 451.29 104.59 451.25 104.64 451.07 104.68 451.05 104.73 451.13 104.77 451.08 104.83 451.13 104.89 451.11 105 451.16 105.02 451.12 104.96 451.06 104.98 451.03 104.88 450.99 104.7 450.95 104.67 450.84 104.8 450.7 104.84 450.68 104.96 450.7 104.97 450.73 105.09 450.72 105.16 450.69 105.26 450.71 105.44 450.7 105.51 450.66 105.65 450.63 105.79 450.68 105.89 450.67 106.01 450.63 106.04 450.57 106.03 450.5 105.9 450.36 105.78 450.36 105.69 450.39 105.56 450.39 105.5 450.32 105.33 450.33 105.23 450.37 105.23 450.4 105.05 450.4 104.94 450.42 104.98 450.34 104.93 450.28 104.84 450.43 104.72 450.53 104.62 450.7 104.63 450.74 104.58 450.82 104.56 450.9 104.5 450.91 104.42 450.96 104.33 450.99 104.29 450.98 104.28 450.86 104.2 450.89 104.19 450.95 104.24 451.04 104.23 451.09 104.16 451.15 104.12 451.24 104.07 451.29 104.03 451.36 104 451.49 103.93 451.59 103.86 451.65 103.78 451.73 103.61 451.82 103.59 451.77 103.37 451.74 103.34 451.71 103.43 451.65 103.56 451.54 103.61 451.42 103.6 451.34 103.53 451.34 103.49 451.3 103.45 451.36 103.48 451.4 103.45 451.51 103.32 451.65 103.3 451.62 103.31 451.52 103.37 451.41 103.43 451.37 103.51 451.23 103.55 451.23 103.53 451.13 103.56 451.07 103.49 450.96 103.49 450.88 103.41 450.71 103.35 450.66 103.37 450.6 103.3 450.47 103.34 450.43 103.43 450.4 103.49 450.34 103.51 450.26 103.33 450.22 103.28 450.24 103.23 450.21 103.16 450.25 103.09 450.32 103.08 450.38 103.13 450.41 103.14 450.49 103.19 450.52 103.15 450.62 103.08 450.65 103.07 450.69 103.16 450.77 103.2 450.88 103.21 450.98 103.15 451.04 103.22 451.1 103.23 451.2 103.12 451.35 103.07 451.46 103.02 451.5 103.04 451.64 103.07 451.71 103.05 451.76 102.98 451.76 102.92 451.82 102.83 451.75 102.78 451.67 102.79 451.62 102.77 451.45 102.75 451.38 102.67 451.5 102.57 451.52 102.57 451.62 102.61 451.68 102.66 451.7 102.65 451.76 102.67 451.84 102.64 451.89 102.55 451.92 102.52 451.88 102.45 451.84 102.45 451.93 102.4 452 102.41 452.07 102.29 452.16 102.22 452.14 102.21 452.05 102.16 452.04 102.14 452.1 102.02 452.11 101.99 452.09 102.01 451.96 102.12 451.87 101.97 451.9 102.12 451.69 102.18 451.61 102.13 451.58 102.01 451.75 101.97 451.75 101.92 451.65 101.96 451.61 101.95 451.52 101.99 451.44 101.97 451.4 102.03 451.32 102.13 451.32 102.1 451.25 102.01 451.28 101.92 451.4 101.87 451.54 101.87 451.59 101.82 451.69 101.8 451.97 101.77 452.1 101.68 452.04 101.66 451.95 101.71 451.87 101.7 451.66 101.65 451.46 101.67 451.39 101.74 451.36 101.75 451.25 101.7 451.21 101.73 451.13 101.72 450.92 101.76 450.88 101.84 450.88 101.77 450.76 101.78 450.66 101.74 450.62 101.75 450.53 101.69 450.46 101.66 450.37 101.73 450.32 101.71 450.25 101.61 450.3 101.57 450.41 101.62 450.51 101.61 450.58 101.64 450.68 101.58 450.81 101.58 450.88 101.53 450.99 101.52 451.05 101.47 451.13 101.53 451.22 101.48 451.28 101.5 451.32 101.45 451.49 101.39 451.59 101.29 451.65 101.28 451.7 101.42 451.62 101.5 451.66 101.51 451.75 101.43 451.93 101.49 451.95 101.5 452.05 101.44 452.16 101.52 452.18 101.52 452.26 101.49 452.27 101.5 452.36 101.48 452.41 101.36 452.44 101.26 452.49 101.24 452.46 101.27 452.4 101.22 452.37 101.24 452.31 101.22 452.23 101.25 452.16 101.19 452.15 101.15 452.22 101.06 452.18 101.01 452.1 101.05 451.96 101.08 451.82 100.99 451.79 100.95 451.85 100.96 451.93 100.85 451.95 100.85 451.98 100.92 452.03 100.91 452.08 100.84 452.25 100.75 452.28 100.82 452.37 100.85 452.35 101 452.47 100.98 452.54 100.93 452.58 100.9 452.7 100.86 452.7 100.75 452.64 100.72 452.68 100.67 452.61 100.71 452.58 100.75 452.45 100.61 452.62 100.53 452.58 100.42 452.41 100.43 452.29 100.38 452.14 100.31 452.17 100.35 452.24 100.33 452.32 100.29 452.4 100.31 452.46 100.37 452.49 100.41 452.59 100.4 452.7 100.25 452.76 100.2 452.62 100.17 452.69 100.15 452.83 100 452.9 99.87 452.85 99.77 452.88 99.67 452.85 99.62 452.79 99.63 452.72 99.59 452.64 99.61 452.57 99.65 452.53 99.69 452.43 99.67 452.34 99.7 452.24 99.78 452.12 99.75 452.05 99.76 451.97 99.83 451.91 99.89 451.84 99.89 451.8 99.96 451.7 100.07 451.61 100.06 451.55 100.1 451.52 100.18 451.37 100.21 451.37 100.3 451.23 100.28 451.14 100.32 451.03 100.37 450.94 100.41 450.9 100.42 450.85 100.38 450.83 100.29 450.83 100.48 450.63 100.51 450.57 100.59 450.49 100.61 450.42 100.89 450.09 100.92 450.02 101.01 449.99 101.08 449.93 101.12 449.94 101.21 449.89 101.23 449.85 101.34 449.78 101.39 449.73 101.37 449.68 101.27 449.74 101.17 449.73 101.05 449.79 101.02 449.83 100.93 449.88 100.92 449.83 100.99 449.74 100.99 449.68 101.06 449.62 101.13 449.44 101.02 449.39 100.81 449.68 100.75 449.73 100.77 449.76 100.68 449.95 100.64 449.96 100.55 450.09 100.5 450.21 100.44 450.26 100.41 450.34 100.36 450.36 100.27 450.49 100.2 450.57 100.17 450.65 100.11 450.73 100.11 450.96 100.04 451.03 100.01 451.11 99.88 451.27 99.81 451.31 99.8 451.21 99.76 451.1 99.72 451.07 99.7 451 99.7 450.86 99.63 450.78 99.65 450.75 99.59 450.63 99.65 450.53 99.64 450.45 99.55 450.53 99.51 450.52 99.49 450.65 99.46 450.73 99.42 450.75 99.33 450.7 99.21 450.74 99.18 450.79 99.12 450.76 99.08 450.81 99.11 450.86 98.99 450.88 98.97 450.93 98.75 450.93 98.74 451.01 98.88 451.05 98.83 451.18 98.83 451.26 98.74 451.36 98.61 451.46 98.64 451.54 98.68 451.55 98.82 451.46 98.88 451.39 98.9 451.32 98.99 451.19 99.05 451.08 99.14 451.01 99.23 450.95 99.33 450.93 99.53 450.84 99.55 450.87 99.54 451 99.56 451.02 99.53 451.1 99.49 451.27 99.51 451.35 99.49 451.42 99.44 451.46 99.42 451.58 99.29 451.66 99.32 451.72 99.29 451.79 99.2 451.8 99.2 451.75 99.08 451.66 99.03 451.72 99.1 451.77 99.11 451.91 99.2 451.95 99.16 452.09 99.13 452.1 99.1 452.21 99.05 452.29 99.12 452.32 99.06 452.52 99.03 452.54 98.97 452.44 98.81 452.35 98.74 452.44 98.76 452.49 98.85 452.53 98.97 452.65 98.96 452.71 98.89 452.76 98.78 452.74 98.76 452.68 98.67 452.61 98.65 452.56 98.54 452.54 98.46 452.56 98.39 452.55 98.35 452.58 98.24 452.62 98.16 452.58 98.04 452.58 97.97 452.65 97.82 452.76 97.64 452.86 97.66 452.94 97.72 452.91 97.82 452.92 98.02 452.82 98.15 452.72 98.22 452.72 98.27 452.78 98.43 452.71 98.55 452.73 98.56 452.83 98.51 452.89 98.41 452.91 98.28 452.89 98.09 453 97.98 453.11 97.84 453.32 97.79 453.36 97.78 453.48 97.75 453.57 97.85 453.52 97.86 453.43 97.92 453.34 97.97 453.33 97.96 453.41 97.87 453.56 97.81 453.58 97.67 453.7 97.75 453.7 97.79 453.81 97.83 453.73 98.03 453.49 98.08 453.4 98.11 453.27 98.15 453.2 98.25 453.14 98.31 453.08 98.31 453.02 98.37 452.99 98.49 453.04 98.5 453.09 98.57 453.11 98.6 453 98.75 452.92 98.87 453.01 98.82 453.07 98.86 453.15 98.85 453.24 98.78 453.32 98.74 453.34 98.73 453.42 98.76 453.44 98.76 453.52 98.78 453.59 98.75 453.68 98.68 453.75 98.56 453.83 98.66 453.94 98.62 454 98.65 454.08 98.7 453.94 98.79 453.81 98.9 453.8 98.87 453.73 98.91 453.55 98.95 453.52 98.99 453.42 99.08 453.32 99.09 453.26 99.14 453.18 99.13 453.14 99.19 453.07 99.24 453.08 99.3 453.04 99.37 453.09 99.43 453.06 99.47 453.09 99.53 453.07 99.61 453.08 99.63 453.13 99.71 453.14 99.76 453.22 99.77 453.38 99.73 453.44 99.78 453.5 99.77 453.58 99.81 453.65 99.79 453.7 99.8 453.76 99.74 453.82 99.74 453.86 99.66 453.93 99.64 454.03 99.58 454.08 99.46 454.12 99.4 454.19 99.27 454.28 99.19 454.3 99.15 454.41 99.09 454.48 99.06 454.58 99.03 454.58 98.99 454.73 98.95 454.68 98.87 454.67 98.82 454.6 98.79 454.62 98.7 454.58 98.66 454.51 98.6 454.48 98.56 454.42 98.46 454.39 98.29 454.45 98.17 454.58 98.09 454.62 98.01 454.72 97.91 454.81 97.86 454.88 97.8 455.01 97.75 455.03 97.71 455.12 97.63 455.19 97.67 455.28 97.72 455.33 97.79 455.28 97.79 455.23 97.9 455.19 97.98 455.07 98.05 454.98 98.09 454.96 98.16 454.85 98.25 454.83 98.56 454.58 98.57 454.64 98.63 454.68 98.59 454.79 98.7 454.76 98.78 454.77 98.82 454.82 98.81 454.89 98.76 454.92 98.77 454.98 98.85 454.95 98.9 454.88 98.96 454.92 98.96 454.96 98.86 455.04 98.87 455.09 98.95 455.1 99.05 455.03 99.12 455.04 99.19 455.02 99.19 455.13 99.21 455.18 99.13 455.4 99.27 455.3 99.3 455.18 99.3 455.02 99.26 454.98 99.26 454.78 99.31 454.77 99.32 454.72 99.41 454.61 99.44 454.5 99.46 454.49 99.48 454.66 99.49 454.9 99.54 454.9 99.53 454.62 99.55 454.46 99.6 454.33 99.7 454.34 99.72 454.24 99.76 454.21 99.83 454.23 99.9 454.42 99.94 454.41 99.99 454.48 99.92 454.53 99.89 454.58 99.84 454.59 99.84 454.65 99.79 454.7 99.88 454.72 99.93 454.64 100.01 454.58 100.03 454.63 100.08 454.65 100.07 454.79 100.13 454.81 100.19 454.78 100.24 454.91 100.2 454.99 100.21 455.03 100.17 455.09 100.09 455.13 100.08 455.19 100.13 455.21 100.18 455.27 100.22 455.17 100.27 455.18 100.33 455.36 100.29 455.39 100.26 455.48 100.16 455.51 100.08 455.62 100 455.69 99.83 455.7 99.8 455.81 99.7 455.78 99.63 455.68 99.58 455.69 99.58 455.76 99.63 455.8 99.63 455.84 99.68 455.92 99.64 456 99.53 456.07 99.43 456.07 99.43 456.03 99.34 456.04 99.38 456.14 99.36 456.19 99.39 456.31 99.31 456.39 99.24 456.49 99.21 456.48 99.06 456.62 98.97 456.61 98.98 456.72 98.94 456.73 98.91 456.65 98.93 456.51 98.91 456.43 98.86 456.46 98.8 456.44 98.74 456.48 98.66 456.57 98.73 456.61 98.79 456.61 98.84 456.68 98.86 456.78 98.9 456.85 98.87 456.87 98.72 457.04 98.63 457.12 98.54 457.16 98.58 457.21 98.69 457.15 98.82 457.01 98.87 457.09 98.95 456.92 99 456.93 99.1 456.8 99.15 456.7 99.18 456.7 99.31 456.65 99.39 456.63 99.47 456.7 99.45 456.78 99.3 456.8 99.2 456.85 99.17 456.91 99.09 456.96 99.15 456.99 99.25 456.9 99.32 456.87 99.39 456.92 99.41 456.98 99.46 457.04 99.43 457.1 99.41 457.24 99.35 457.34 99.35 457.43 99.39 457.44 99.47 457.31 99.48 457.22 99.54 457.03 99.57 457.01 99.59 456.8 99.66 456.79 99.68 456.87 99.79 456.91 99.81 456.95 99.71 457.1 99.67 457.24 99.69 457.29 99.63 457.33 99.66 457.39 99.72 457.39 99.69 457.5 99.8 457.5 99.81 457.33 99.83 457.26 99.82 457.11 99.94 457.05 99.98 457.14 99.94 457.2 99.84 457.53 99.76 457.64 99.82 457.69 99.73 457.89 99.7 457.9 99.61 458.08 99.63 458.16 99.58 458.23 99.51 458.29 99.39 458.36 99.32 458.38 99.24 458.37 99.18 458.4 99.15 458.35 99.01 458.29 99 458.26 99.14 458.27 99.3 458.26 99.34 458.22 99.43 458.23 99.45 458.19 99.22 458.17 99.16 458.19 99.07 458.16 99.06 458.1 99.12 458.05 99.23 458.02 99.33 458.05 99.41 458.02 99.43 457.91 99.32 457.92 99.17 457.86 99.12 457.87 99.08 457.81 99.09 457.69 99.05 457.64 99.09 457.52 99.09 457.36 99 457.29 98.95 457.33 98.89 457.3 98.85 457.41 98.9 457.5 98.81 457.55 98.83 457.63 98.79 457.64 98.75 457.75 98.83 457.85 98.78 457.88 98.81 457.94 98.78 458.03 98.71 458.06 98.71 458.19 98.67 458.27 98.56 458.28 98.55 458.31 98.71 458.41 98.67 458.54 98.7 458.59 98.67 458.69 98.62 458.73 98.6 458.85 98.53 458.88 98.52 458.82 98.45 458.81 98.41 458.74 98.44 458.68 98.38 458.63 98.37 458.47 98.31 458.46 98.21 458.26 98.16 458.26 98.19 458.39 98.2 458.58 98.19 458.69 98.16 458.73 98.13 458.84 97.93 459.04 97.87 459.06 97.8 459.06 97.73 459.02 97.74 458.89 97.68 458.86 97.62 458.9 97.54 458.89 97.54 458.84 97.48 458.77 97.41 458.76 97.29 458.8 97.25 458.9 97.22 458.95 97.08 459 96.99 458.96 97.01 458.91 96.94 458.84 96.89 458.75 96.87 458.66 96.73 458.65 96.61 458.78 96.52 458.82 96.48 458.79 96.49 458.71 96.41 458.68 96.35 458.77 96.23 458.75 96.21 458.69 96.15 458.7 96.16 458.57 96.31 458.36 96.37 458.35 96.37 458.28 96.43 458.24 96.46 458.13 96.37 458.05 96.25 458.13 96.16 458.12 96.1 458.22 96.01 458.24 96.01 458.3 95.95 458.42 95.86 458.46 95.88 458.52 95.84 458.65 95.79 458.68 95.79 458.81 95.82 458.86 95.74 458.89 95.73 458.95 95.62 459.06 95.67 459.1 95.68 459.17 95.59 459.3 95.62 459.35 95.58 459.38 95.53 459.27 95.56 459.12 95.51 459.02 95.51 458.94 95.54 458.84 95.52 458.8 95.54 458.65 95.45 458.63 95.45 458.49 95.47 458.45 95.57 458.38 95.57 458.34 95.48 458.35 95.42 458.38 95.41 458.29 95.41 458.14 95.39 458.07 95.39 457.87 95.31 457.76 95.33 457.61 95.3 457.56 95.18 457.59 95.13 457.55 95.09 457.6 95.07 457.7 95.04 457.73 95.04 457.87 95.07 457.94 95.03 458.03 95.05 458.09 95.03 458.18 95.13 458.33 95.15 458.33 95.21 458.46 95.23 458.54 95.14 458.52 95.07 458.58 95.01 458.83 94.94 459 94.89 458.98 94.87 458.91 94.79 458.91 94.69 458.97 94.57 459.12 94.62 459.19 94.61 459.28 94.52 459.28 94.52 459.4 94.47 459.46 94.48 459.52 94.39 459.6 94.36 459.72 94.46 459.79 94.46 459.86 94.49 459.98 94.47 460.08 94.56 460.06 94.62 460.12 94.61 460.19 94.64 460.24 94.61 460.31 94.7 460.43 94.66 460.49 94.62 460.35 94.53 460.34 94.5 460.22 94.45 460.21 94.41 460.26 94.42 460.31 94.28 460.28 94.33 460.23 94.4 460.23 94.42 460.19 94.5 460.19 94.52 460.12 94.4 460.09 94.4 460 94.37 459.95 94.3 460.1 94.27 460.1 94.24 459.99 94.31 459.98 94.41 459.88 94.35 459.83 94.3 459.83 94.27 459.88 94.21 459.82 94.28 459.79 94.21 459.73 94.27 459.7 94.31 459.6 94.21 459.58 94.21 459.49 94.23 459.44 94.4 459.29 94.33 459.29 94.21 459.34 94.25 459.25 94.26 459.17 94.32 459.16 94.23 459.05 94.23 458.92 94.16 458.76 94.03 458.72 93.99 458.74 93.96 458.8 94.01 458.95 94.01 459.08 94.03 459.11 94.01 459.2 94.02 459.26 93.95 459.27 93.91 459.37 93.94 459.45 93.94 459.62 93.89 459.68 93.85 459.64 93.84 459.56 93.72 459.45 93.6 459.45 93.56 459.49 93.68 459.58 93.71 459.69 93.76 459.78 93.86 459.85 93.78 459.9 93.77 459.95 93.84 460.01 93.78 460.08 93.88 460.14 93.83 460.21 93.86 460.24 93.91 460.37 93.96 460.4 93.9 460.48 93.89 460.58 93.95 460.55 93.98 460.59 93.92 460.64 93.89 460.6 93.84 460.61 93.9 460.78 93.92 460.88 93.88 460.95 93.84 460.84 93.72 460.84 93.77 460.68 93.69 460.67 93.73 460.55 93.78 460.58 93.84 460.51 93.67 460.41 93.57 460.33 93.56 460.25 93.47 460.22 93.41 460.24 93.37 460.18 93.39 460.1 93.31 460.02 93.15 460.02 93.08 459.98 92.99 459.85 92.97 459.79 92.91 459.85 92.83 459.84 92.88 459.67 92.79 459.46 92.75 459.48 92.78 459.56 92.81 459.74 92.78 459.84 92.75 459.88 92.78 459.96 92.74 460.04 92.87 459.99 92.93 460.06 93.02 460.1 93.04 460.14 93.1 460.14 93.16 460.23 93.14 460.3 93.08 460.34 93.11 460.39 93.21 460.35 93.26 460.31 93.28 460.4 93.28 460.58 93.23 460.74 93.16 460.79 93.02 460.82 92.95 460.79 93 460.92 92.88 461.11 92.82 461.06 92.8 460.99 92.83 460.87 92.76 460.78 92.7 460.76 92.65 460.68 92.6 460.65 92.59 460.59 92.52 460.56 92.53 460.67 92.59 460.71 92.61 460.81 92.68 460.86 92.64 460.99 92.63 461.13 92.57 461.2 92.52 461.13 92.49 461.05 92.44 461.09 92.43 461.14 92.56 461.29 92.67 461.35 92.56 461.44 92.48 461.46 92.43 461.42 92.4 461.49 92.31 461.41 92.34 461.32 92.23 461.34 92.23 461.4 92.27 461.55 92.34 461.64 92.33 461.67 92.22 461.77 92.23 461.67 92.12 461.72 92.04 461.71 92.08 461.81 92.11 461.92 92.04 462.02 91.98 461.92 91.9 461.93 91.93 462.01 91.83 462.03 91.82 462.23 91.87 462.24 91.84 462.32 91.85 462.39 91.79 462.38 91.75 462.32 91.71 462.36 91.71 462.49 91.62 462.44 91.65 462.4 91.64 462.35 91.57 462.4 91.56 462.47 91.58 462.57 91.52 462.61 91.54 462.66 91.48 462.68 91.4 462.67 91.38 462.62 91.45 462.53 91.41 462.52 91.46 462.43 91.51 462.42 91.55 462.31 91.64 462.25 91.65 462.32 91.71 462.29 91.69 462.17 91.6 462.16 91.5 462.17 91.56 462.06 91.63 462.06 91.7 462.09 91.74 462.01 91.66 461.95 91.61 461.97 91.63 461.87 91.72 461.9 91.76 461.85 91.65 461.78 91.73 461.66 91.73 461.6 91.81 461.55 91.81 461.45 91.86 461.38 91.94 461.33 91.84 461.24 91.87 461.19 92.05 460.99 91.97 460.9 91.98 460.87 92.08 460.76 92.12 460.66 92.12 460.55 92.2 460.45 92.23 460.34 92.22 460.22 92.19 460.2 92.08 460.42 92 460.54 91.99 460.63 91.89 460.79 91.88 460.89 91.84 460.99 91.71 461.19 91.65 461.34 91.61 461.41 91.51 461.47 91.5 461.53 91.43 461.69 91.42 461.78 91.34 461.91 91.29 462.06 91.21 462.16 91.16 462.19 91.14 462.13 91.08 462.12 91.09 462 91.21 461.97 91.17 461.89 91.08 461.91 90.97 461.84 90.99 461.74 90.92 461.65 90.98 461.57 91.03 461.55 91.05 461.48 91.12 461.42 91.16 461.34 91.16 461.17 91.11 461.11 91.06 461.2 90.98 461.19 90.99 461.26 90.93 461.31 90.87 461.4 90.85 461.52 90.77 461.59 90.7 461.52 90.62 461.53 90.6 461.57 90.67 461.66 90.73 461.68 90.77 461.73 90.78 461.82 90.85 461.86 90.88 461.92 90.87 462.09 90.81 462.05 90.77 462.09 90.65 462.08 90.64 462.13 90.75 462.18 90.83 462.19 90.86 462.25 90.81 462.32 90.77 462.41 90.68 462.4 90.57 462.45 90.49 462.38 90.46 462.33 90.3 462.38 90.26 462.53 90.2 462.63 90.16 462.73 90.1 462.75 90.04 462.82 89.9 462.84 89.85 462.98 89.76 463.12 89.67 463.12 89.59 463.18 89.64 463.23 89.64 463.3 89.69 463.32 89.69 463.41 89.73 463.48 89.52 463.71 89.45 463.72 89.39 463.68 89.33 463.7 89.33 463.76 89.29 463.82 89.39 463.97 89.24 463.86 89.27 463.73 89.22 463.66 89.25 463.57 89.31 463.53 89.38 463.54 89.32 463.43 89.23 463.43 89.19 463.39 89.22 463.32 89.15 463.26 89.18 463.17 89.23 463.13 89.24 463.05 89.18 463.06 89.17 463.12 89.07 463.27 89.07 463.33 89 463.42 88.88 463.33 88.74 463.3 88.65 463.24 88.61 463.17 88.55 463.15 88.47 463.19 88.36 463.11 88.22 463.09 88.22 463.13 88.38 463.22 88.44 463.3 88.51 463.28 88.62 463.34 88.75 463.43 88.75 463.46 88.87 463.52 88.93 463.53 88.93 463.71 88.85 463.81 88.69 463.89 88.5 463.77 88.46 463.84 88.38 463.88 88.34 463.7 88.27 463.67 88.25 463.76 88.19 463.82 88.06 463.71 87.94 463.58 87.94 463.55 87.8 463.49 87.74 463.48 87.69 463.52 87.7 463.61 87.65 463.62 87.62 463.57 87.55 463.59 87.44 463.67 87.43 463.72 87.51 463.75 87.56 463.74 87.63 463.78 87.6 463.84 87.49 463.81 87.42 463.89 87.4 463.87 87.22 463.8 87.16 463.88 87.12 463.9 87.02 463.9 87.06 463.97 87.11 463.96 87.2 464.02 87.13 464.1 87.06 464.07 86.96 464.08 86.87 464.06 86.81 464.09 86.74 464.07 86.65 464.12 86.56 464.07 86.52 463.96 86.53 463.85 86.56 463.79 86.54 463.71 86.71 463.72 86.71 463.67 86.63 463.63 86.53 463.63 86.4 463.72 86.34 463.68 86.31 463.72 86.18 463.7 85.98 463.56 86.03 463.49 86.14 463.5 86.11 463.41 85.96 463.37 85.84 463.41 85.78 463.36 85.79 463.18 85.76 462.94 85.85 462.88 85.87 462.72 85.98 462.69 86.02 462.63 86.08 462.62 86.19 462.63 86.27 462.67 86.34 462.68 86.4 462.78 86.52 462.8 86.51 462.72 86.46 462.66 86.23 462.55 86.24 462.5 86.2 462.46 86.15 462.46 86.13 462.33 86.2 462.18 86.37 462.12 86.41 462.08 86.46 462.11 86.6 462.03 86.63 462.05 86.7 462.01 86.73 462.05 86.7 462.17 86.73 462.25 86.79 462.31 86.87 462.42 86.91 462.38 86.81 462.24 86.78 462.09 86.86 461.88 86.89 461.9 87 461.85 87.05 461.79 87.21 461.86 87.32 461.85 87.33 461.92 87.53 461.9 87.5 461.81 87.58 461.83 87.69 461.91 87.78 461.96 87.69 461.75 87.69 461.69 87.82 461.53 87.8 461.47 87.82 461.42 87.89 461.41 87.95 461.44 88.02 461.43 88.09 461.36 88.16 461.26 88.25 461.25 88.27 461.19 88.33 461.18 88.41 461.24 88.46 461.17 88.42 461.12 88.43 461.06 88.5 461.07 88.65 461.05 88.65 461.11 88.77 461.1 88.82 461.15 88.85 461.1 88.75 460.99 88.71 460.85 88.7 460.76 88.74 460.72 88.88 460.67 88.9 460.62 89.05 460.54 89 460.51 89.03 460.46 89.04 460.37 89.1 460.29 89.17 460.25 89.21 460.16 89.3 460.19 89.3 460.08 89.4 460.04 89.41 459.94 89.47 459.9 89.55 459.9 89.58 459.84 89.65 459.78 89.56 459.76 89.5 459.72 89.51 459.69 89.34 459.69 89.16 459.74 89.07 459.8 89.02 459.85 88.9 459.93 88.74 460.1 88.64 460.15 88.58 460.21 88.5 460.25 88.44 460.3 88.23 460.43 88.1 460.44 87.93 460.51 87.87 460.57 87.86 460.63 87.79 460.7 87.7 460.73 87.68 460.76 87.54 460.75 87.48 460.71 87.24 460.65 87.15 460.62 87.02 460.54 86.9 460.43 86.59 460.17 86.53 460.09 86.43 459.88 86.38 459.7 86.43 459.62 86.45 459.54 86.54 459.41 86.65 459.11 86.68 458.93 86.72 458.9 86.83 458.73 86.91 458.51 87 458.19 87.02 458.04 87.09 457.88 87.19 457.79 87.29 457.63 87.41 457.45 87.68 457.22 87.78 457.11 87.89 456.96 88.14 456.65 88.2 456.54 88.25 456.39 88.31 456.06 88.32 455.85 88.34 455.59 88.39 455.52 88.5 455.49 88.64 455.39 88.66 455.22 88.69 455.09 88.73 454.73 88.74 454.54 88.79 454.35 88.8 454.28 88.68 454.19 88.61 454.09 88.58 453.99 88.54 453.66 88.51 453.52 88.44 453.37 88.38 453.19 88.37 453.03 88.48 452.96 88.54 452.93 88.76 452.89 88.86 452.84 88.91 452.76 88.9 452.69 89.05 452.64 89.43 452.64 89.58 452.62 89.72 452.56 89.77 452.47 90.18 452.16 90.29 452.05 90.43 451.96 90.69 451.71 90.83 451.62 90.96 451.45 91.13 451.4 91.28 451.31 91.33 451.27 91.52 451.18 91.54 451.15 91.78 451.05 91.94 450.92 92.01 450.92 92.09 450.97 92.13 451.03 92.19 451.23 92.29 451.45 92.37 451.59 92.44 451.67 92.55 451.83 92.6 451.92 92.79 451.92 92.86 451.95 92.89 452.01 92.95 452.04 93.04 452.01 93.18 452.06 93.18 452.2 93.23 452.22 93.29 452.17 93.28 452.11 93.3 452 93.36 452.01 93.38 451.96 93.44 451.97 93.46 451.9 93.51 451.86 93.55 451.78 93.6 451.73 93.6 451.68 93.71 451.54 93.78 451.49 93.88 451.5 94.07 451.49 94.09 451.52 94.19 451.57 94.22 451.57 94.4 451.66 94.45 451.79 94.48 451.82 94.6 451.81 94.76 451.74 94.9 451.82 94.94 451.82 95.08 451.87 95.14 451.95 95.21 451.99 95.28 451.95 95.36 452.02 95.48 452.05 95.68 452.04 95.79 452.05 95.88 452.1 96.11 452.11 96.17 452.18 96.27 452.18 96.34 452.25 96.42 452.27 96.49 452.34 96.49 452.4 96.57 452.42 96.66 452.52 96.69 452.46 96.65 452.35 96.58 452.27 96.53 452.15 96.46 452.07 96.36 451.93 96.24 451.89 96.16 451.81 96.02 451.7 95.92 451.73 95.63 451.77 95.45 451.82 95.45 451.76 95.39 451.68 95.29 451.64 95.11 451.48 95.07 451.48 95.01 451.41 94.92 451.38 94.87 451.41 94.74 451.39 94.68 451.4 94.61 451.38 94.52 451.28 94.33 451.23 94.32 451.2 94.17 451.13 94.13 451.06 94.05 451 93.96 450.84 93.9 450.77 93.81 450.63 93.71 450.57 93.64 450.54 93.54 450.45 93.42 450.3 93.1 450.15 93.07 450.12 93.1 450.05 93.22 449.93 93.24 449.82 93.3 449.79 93.38 449.82 93.49 449.8 93.58 449.77 93.67 449.67 93.65 449.64 93.7 449.57 93.75 449.4 93.83 449.33 93.99 449.01 94.12 448.92 94.23 448.92 94.32 448.86 94.33 448.69 94.31 448.61 94.37 448.54 94.49 448.5 94.58 448.51 94.65 448.48 94.8 448.37 94.85 448.35 94.92 448.38 94.99 448.33 95.04 448.25 95.15 448.2 95.28 448.07 95.33 448.05 95.3 447.95 95.14 447.94 94.99 447.85 94.97 447.76 94.9 447.75 94.78 447.77 94.74 447.75 94.59 447.8 94.5 447.85 94.46 447.9 94.35 447.96 94.2 448.07 94.15 448.16 94.13 448.24 93.99 448.43 93.82 448.47 93.77 448.52 93.74 448.61 93.73 448.7 93.66 448.82 93.63 448.97 93.65 449.08 93.62 449.22 93.62 449.34 93.59 449.39 93.5 449.44 93.39 449.55 93.09 449.42 92.89 449.38 92.65 449.36 92.56 449.38 92.42 449.39 92.37 449.37 92.21 449.41 92.02 449.44 91.75 449.44 91.66 449.39 91.56 449.26 91.53 449.16 91.49 449.07 91.38 449.08 91.33 449.17 91.25 449.18 91.19 449.08 91.13 449.06 91.07 449.2 91.01 449.29 90.95 449.34 90.86 449.37 90.79 449.42 90.64 449.47 90.51 449.53 90.44 449.59 90.34 449.63 90.17 449.64 90.14 449.62 90.06 449.74 89.94 449.79 89.81 449.88 89.68 450.06 89.65 450.16 89.55 450.36 89.51 450.4 89.49 450.49 89.43 450.61 89.33 450.75 89.24 450.77 89.01 450.78 88.89 450.81 88.83 450.83 88.79 450.9 88.72 450.97 88.64 450.98 88.44 450.94 88.22 450.94 88.05 451.06 87.91 451.18 87.74 451.3 87.67 451.41 87.53 451.54 87.48 451.57 87.41 451.58 87.37 451.69 87.2 451.85 87.09 452 87.08 452.13 87.15 452.35 87.23 452.5 87.36 452.89 87.35 453.01 87.31 453.05 87.2 453.01 87.16 452.94 86.99 452.88 86.96 452.8 86.89 452.71 86.8 452.66 86.74 452.61 86.69 452.51 86.66 452.58 86.68 452.64 86.77 452.7 86.84 452.76 86.87 452.84 86.75 452.91 86.63 452.95 86.33 453.19 86.18 453.33 86.12 453.44 86.09 453.46 86.03 453.56 85.94 453.79 85.81 453.9 85.68 453.9 85.57 453.98 85.36 454.15 85.18 454.37 85.13 454.48 85.14 454.52 85.09 454.6 85.08 454.82 85.1 454.92 85.14 455.01 85.26 455.08 85.36 455.2 85.13 455.36 85.12 455.41 84.96 455.43 84.89 455.46 84.82 455.62 84.82 455.68 84.79 455.8 84.7 455.91 84.6 455.91 84.52 455.95 84.4 456.02 84.26 456.17 84.21 456.29 84.15 456.33 83.99 456.33 83.89 456.26 83.83 456.17 83.77 456.15 83.73 456.21 83.62 456.16 83.51 456.27 83.49 456.24 83.38 456.25 83.28 456.2 83.19 456.17 83.11 456.1 83.05 456.11 83.09 456.22 83.14 456.29 83.31 456.44 83.44 456.48 83.52 456.57 83.54 456.63 83.66 456.71 83.72 456.78 83.72 456.85 83.68 456.89 83.76 456.99 83.77 457.03 83.98 457.19 84 457.28 84.05 457.36 84.02 457.56 83.93 457.7 83.93 457.79 83.65 458.08 83.61 458.15 83.56 458.33 83.55 458.42 83.49 458.5 83.35 458.57 83.19 458.6 83.14 458.65 83.12 458.73 83.03 458.71 82.92 458.73 82.84 458.67 82.65 458.71 82.59 458.65 82.45 458.62 82.32 458.63 82.19 458.69 81.99 458.74 81.93 458.77 81.88 458.72 81.74 458.8 81.59 458.97 81.73 459 81.89 459.13 82.03 459.09 82.1 458.96 82.21 458.99 82.35 458.98 82.41 459.02 82.44 459.16 82.4 459.36 82.34 459.48 82.3 459.61 82.24 459.74 82.23 459.81 82.19 459.88 82.17 459.96 82.1 459.96 82.01 460.03 81.9 460.06 81.86 460.05 81.81 460.09 81.81 460.16 81.77 460.21 81.62 460.3 81.53 460.34 81.46 460.34 81.39 460.29 81.33 460.07 81.27 460.07 81.19 460.11 81.24 460.2 81.22 460.25 81.24 460.34 81.17 460.38 81.09 460.4 80.94 460.27 80.83 460.26 80.8 460.23 80.82 460.17 80.95 460.08 80.95 459.98 81.03 459.84 80.99 459.8 81.01 459.72 81.06 459.72 81.16 459.65 81.1 459.58 81.01 459.6 80.94 459.47 80.89 459.44 80.9 459.35 80.85 459.28 80.79 459.29 80.74 459.35 80.77 459.51 80.75 459.58 80.79 459.69 80.77 459.83 80.7 459.96 80.66 460.15 80.56 460.24 80.48 460.27 80.43 460.26 80.39 460.31 80.31 460.32 80.3 460.22 80.2 460.09 80.18 459.9 80.1 459.98 80.09 460.15 80 460.17 79.83 460.16 79.82 460.26 79.89 460.3 80.02 460.25 80.1 460.25 80.12 460.32 80.17 460.39 80.3 460.44 80.3 460.57 80.25 460.66 80.19 460.81 80.16 460.83 79.95 460.78 79.79 460.8 79.7 460.78 79.64 460.83 79.58 460.82 79.53 460.86 79.49 460.96 79.54 461 79.54 461.06 79.63 461.1 79.71 461.41 79.56 461.5 79.56 461.56 79.6 461.61 79.53 461.64 79.48 461.62 79.25 461.7 79.19 461.69 79.09 461.64 78.97 461.68 78.86 461.79 78.77 461.9 78.75 461.8 78.68 461.78 78.66 461.86 78.56 461.92 78.5 461.92 78.44 461.83 78.32 461.93 78.22 461.97 78.16 461.92 78.09 461.96 78.16 462.04 78.17 462.11 78.23 462.13 78.37 462.12 78.41 462.09 78.57 462.1 78.62 462.05 78.69 462.1 78.62 462.13 78.49 462.25 78.38 462.31 78.28 462.34 78.15 462.42 78.09 462.53 78.04 462.65 78.01 462.77 78 462.91 77.97 462.96 78 463.06 78.05 463.09 78 463.18 77.94 463.14 77.82 463.19 77.86 463.28 77.81 463.33 77.74 463.35 77.64 463.33 77.58 463.37 77.59 463.43 77.68 463.41 77.67 463.46 77.48 463.51 77.49 463.61 77.54 463.63 77.71 463.65 77.8 463.69 77.78 463.74 77.8 463.83 77.7 463.88 77.72 463.94 77.8 463.92 77.73 464.01 77.69 464.02 77.66 464.1 77.74 464.09 77.68 464.18 77.77 464.35 77.75 464.39 77.85 464.41 77.93 464.34 78.11 464.11 78.16 464.07 78.32 464.08 78.57 464.15 78.68 464.21 78.77 464.21 78.91 464.27 78.97 464.26 79.07 464.15 79.14 464.17 79.16 464.12 79.26 464.15 79.29 464.22 79.39 464.21 79.46 464.17 79.57 464.37 79.64 464.52 79.76 464.69 79.95 464.84 80.07 464.88 80.2 464.78 80.35 464.98 80.43 465 80.48 464.99 80.49 465.15 80.54 465.2 80.57 465.29 80.61 465.34 80.73 465.35 80.74 465.44 80.71 465.47 80.73 465.65 80.77 465.7 80.7 465.72 80.65 465.76 80.76 465.87 80.93 465.79 80.98 465.9 80.82 465.98 80.74 465.96 80.73 465.91 80.66 465.89 80.6 465.92 80.54 466.03 80.51 466.23 80.47 466.32 80.46 466.39 80.39 466.58 80.29 466.71 80.23 466.81 80.14 466.86 80.06 466.81 80 466.85 79.93 466.95 79.81 466.95 79.76 466.98 79.65 467.13 79.6 467.34 79.54 467.33 79.45 467.34 79.33 467.45 79.06 467.46 78.94 467.49 78.82 467.47 78.68 467.41 78.58 467.41 78.48 467.43 78.45 467.45 78.42 467.58 78.48 467.67 78.44 467.7 78.36 467.86 78.32 468.01 78.36 468.07 78.27 468.21 78.16 468.25 78.05 468.24 78.01 468.21 77.88 468.24 77.82 468.21 77.78 468.23 77.72 468.32 77.73 468.57 77.78 468.75 77.84 468.84 77.91 468.84 78 468.92 77.94 468.98 77.94 469.04 77.82 469.05 77.78 469.09 77.76 469.16 77.65 469.16 77.58 469.12 77.54 469.18 77.45 469.21 77.36 469.11 77.27 469.1 77.16 469.14 77.31 469.2 77.3 469.27 77.08 469.27 76.72 469.46 76.69 469.5 76.6 469.53 76.58 469.59 76.62 469.64 76.65 469.73 76.77 469.7 76.8 469.75 76.9 469.72 76.92 469.68 76.89 469.6 76.83 469.57 76.81 469.53 76.9 469.52 77.07 469.48 77.14 469.54 77.18 469.46 77.11 469.42 77.15 469.36 77.29 469.37 77.34 469.41 77.37 469.49 77.38 469.59 77.51 469.69 77.47 469.73 77.39 469.77 77.31 469.75 77.16 469.78 77.1 469.83 77.3 470.01 77.27 470.06 77.29 470.15 77.21 470.12 77.17 470.14 77.21 470.24 77.15 470.3 77.11 470.27 76.99 470.32 76.89 470.28 76.84 470.34 76.74 470.24 76.75 470.33 76.79 470.45 76.9 470.52 76.9 470.55 76.98 470.61 76.97 470.68 76.78 470.69 76.69 470.64 76.68 470.57 76.54 470.47 76.55 470.61 76.52 470.7 76.58 470.8 76.6 470.96 76.54 471.02 76.48 470.98 76.49 470.91 76.43 470.88 76.32 470.68 76.25 470.64 76.17 470.5 76.16 470.42 76.18 470.32 76.08 470.18 76.03 470.23 76.07 470.27 76.06 470.35 76.09 470.37 76.09 470.5 76.05 470.51 76.09 470.67 76.08 470.78 76.09 470.86 76.02 470.97 75.91 470.94 75.85 470.9 75.84 470.96 75.76 470.96 75.73 470.9 75.67 470.93 75.74 471.02 75.72 471.12 75.64 471.21 75.6 471.33 75.54 471.35 75.52 471.3 75.45 471.29 75.33 471.24 75.3 471.13 75.34 471.06 75.31 471.02 75.21 471 75.08 471.05 75.04 471.08 75 471.18 74.96 471.34 74.89 471.35 74.84 471.39 74.68 471.41 74.64 471.38 74.61 471.27 74.52 471.24 74.49 471.22 74.4 471.19 74.31 471.21 74.15 471.34 74.03 471.33 73.93 471.37 73.89 471.3 73.82 471.43 73.84 471.5 73.78 471.63 73.74 471.65 73.65 471.62 73.57 471.66 73.49 471.66 73.5 471.74 73.54 471.84 73.66 471.97 73.66 472.02 73.56 472.19 73.47 472.23 73.41 472.22 73.3 472.27 73.2 472.25 73.14 472.3 73.07 472.24 73.03 472.19 72.95 472.16 72.94 472.24 73.03 472.31 73.04 472.39 72.95 472.45 72.79 472.47 72.74 472.44 72.6 472.4 72.56 472.47 72.58 472.49 72.57 472.61 72.48 472.66 72.55 472.74 72.58 472.86 72.64 472.9 72.67 472.97 72.65 473.09 72.63 473.15 72.46 473.14 72.28 473.24 72.28 473.13 72.25 473.01 72.15 472.95 72.01 472.9 71.87 472.8 71.78 472.67 71.76 472.6 71.67 472.57 71.56 472.6 71.5 472.65 71.46 472.79 71.48 472.85 71.4 472.99 71.36 473.15 71.39 473.23 71.44 473.29 71.53 473.29 71.55 473.35 71.47 473.48 71.29 473.5 71.09 473.54 71.02 473.6 70.9 473.61 70.83 473.54 70.77 473.55 70.82 473.64 70.94 473.7 70.93 473.78 70.87 473.83 70.92 473.99 70.86 474.07 70.85 474.14 70.87 474.16 70.85 474.24 70.67 474.2 70.57 474.07 70.57 473.97 70.51 473.96 70.44 474.02 70.38 474.12 70.27 474.16 70.23 474.12 70.18 474.16 70.19 474.22 70.09 474.22 69.96 474.13 69.91 474.07 69.85 473.95 69.82 473.93 69.7 473.95 69.71 474.12 69.74 474.21 69.73 474.26 69.67 474.27 69.67 474.36 69.64 474.42 69.65 474.47 69.65 474.63 69.72 474.77 69.67 474.88 69.41 474.82 69.33 474.67 69.27 474.63 69.29 474.59 69.17 474.53 69.12 474.47 69.06 474.47 69 474.53 68.99 474.6 68.94 474.71 68.8 474.73 68.69 474.79 68.65 474.77 68.59 474.8 68.53 474.81 68.44 474.87 68.39 474.95 68.34 474.98 68.18 475.14 68.06 475.16 67.95 475.3 67.86 475.33 67.82 475.38 67.74 475.35 67.62 475.4 67.6 475.5 67.57 475.53 67.57 475.63 67.6 475.7 67.68 475.66 67.75 475.68 67.77 475.64 67.99 475.58 68.05 475.58 68.17 475.52 68.24 475.54 68.32 475.5 68.42 475.58 68.34 475.61 68.35 475.67 68.44 475.73 68.37 475.93 68.32 476.03 68.16 476.03 68.09 476.08 68.08 476.15 68.04 476.2 68.09 476.26 68.1 476.37 68.18 476.39 68.19 476.44 68.3 476.48 68.32 476.51 68.25 476.56 68.18 476.68 68.1 476.77 67.99 476.79 67.92 476.9 67.86 476.91 67.84 476.86 67.71 476.85 67.69 476.94 67.77 476.96 67.76 477.02 67.79 477.1 67.77 477.16 67.63 477.18 67.58 477.26 67.46 477.36 67.29 477.37 67.2 477.36 67.09 477.31 67.08 477.35 67.17 477.4 67.22 477.48 67.27 477.63 67.27 477.69 67.22 477.81 67.15 477.76 67.1 477.76 66.98 477.68 66.94 477.69 66.89 477.61 66.81 477.65 66.8 477.58 66.73 477.39 66.66 477.33 66.59 477.34 66.53 477.39 66.45 477.33 66.42 477.38 66.46 477.45 66.46 477.51 66.52 477.6 66.43 477.7 66.35 477.78 66.32 477.84 66.31 477.97 66.27 478.05 66.21 478.22 66.12 478.27 66.07 478.23 66.06 478.14 66.06 478.05 65.97 477.91 65.95 477.85 65.95 477.75 65.84 477.75 65.77 477.8 65.74 477.94 65.7 478 65.74 478.06 65.66 478.09 65.54 478.07 65.47 478.1 65.35 478.2 65.25 478.34 65.18 478.47 65.1 478.57 65.1 478.64 65.05 478.68 65.02 478.57 64.87 478.55 64.83 478.58 64.79 478.66 64.84 478.73 64.79 478.81 64.81 478.85 64.69 478.96 64.58 478.97 64.47 478.92 64.47 478.87 64.39 478.77 64.26 478.68 64.25 478.6 64.19 478.53 64.12 478.41 64.08 478.38 64.04 478.3 63.99 478.28 63.96 478.21 63.87 478.19 63.75 478.21 63.64 478.29 63.59 478.37 63.6 478.54 63.64 478.6 63.71 478.6 63.76 478.63 63.74 478.74 63.8 478.83 63.65 478.85 63.54 478.93 63.5 478.85 63.37 478.83 63.26 478.93 63.2 479.01 63.13 479.19 63.11 479.21 63.13 479.39 63.15 479.44 63.23 479.44 63.27 479.52 63.32 479.53 63.39 479.49 63.41 479.61 63.46 479.68 63.48 479.73 63.42 479.82 63.3 479.87 63.11 479.88 63.09 479.84 62.94 479.8 62.86 479.79 62.74 479.84 62.68 479.81 62.59 479.81 62.55 479.74 62.48 479.7 62.45 479.58 62.46 479.49 62.43 479.45 62.41 479.32 62.35 479.29 62.22 479.29 62.09 479.34 62.01 479.39 62.02 479.43 61.96 479.47 61.89 479.46 61.83 479.43 61.63 479.47 61.56 479.51 61.49 479.65 61.41 479.68 61.37 479.73 61.32 479.68 61.22 479.66 61.01 479.83 60.89 479.86 60.8 479.95 60.76 480.12 60.89 480.1 60.94 480.08 61.03 480.08 61.08 480.05 61.26 480.02 61.35 480.03 61.42 479.96 61.6 479.96 61.66 479.97 61.77 480.04 61.86 480.06 61.9 480.03 61.96 480.17 61.92 480.18 61.89 480.23 61.9 480.39 61.86 480.51 61.8 480.51 61.74 480.57 61.72 480.66 61.62 480.65 61.5 480.54 61.35 480.51 61.31 480.41 61.21 480.42 61.12 480.31 61.02 480.31 60.99 480.27 60.93 480.28 60.83 480.25 60.81 480.2 60.74 480.2 60.7 480.17 60.62 480.26 60.64 480.33 60.71 480.34 60.75 480.41 60.68 480.59 60.62 480.59 60.55 480.54 60.46 480.6 60.39 480.54 60.21 480.5 60.07 480.36 59.93 480.32 59.88 480.34 59.72 480.46 59.64 480.46 59.58 480.49 59.48 480.61 59.45 480.66 59.3 480.84 59.26 480.84 59.11 480.97 59.11 481.13 59.14 481.2 59.2 481.23 59.34 481.23 59.34 481.3 59.46 481.37 59.47 481.41 59.41 481.48 59.4 481.54 59.43 481.59 59.51 481.57 59.56 481.48 59.73 481.43 59.79 481.51 59.86 481.51 59.9 481.61 60.02 481.63 60.05 481.7 60.11 481.7 60.21 481.76 60.11 481.89 59.97 481.93 59.94 481.98 59.83 481.99 59.71 482.06 59.54 482.08 59.49 482.01 59.34 481.98 59.44 482.08 59.39 482.13 59.53 482.15 59.6 482.21 59.73 482.24 59.72 482.28 59.64 482.38 59.55 482.42 59.57 482.47 59.71 482.45 59.8 482.39 59.85 482.39 60.07 482.27 60.24 482.15 60.37 482.15 60.36 482.21 60.3 482.21 60.28 482.29 60.18 482.34 60.15 482.45 60.09 482.45 60.03 482.42 59.96 482.47 59.88 482.46 59.85 482.5 59.89 482.55 59.82 482.58 59.76 482.53 59.66 482.56 59.46 482.64 59.5 482.68 59.49 482.78 59.44 482.82 59.35 482.72 59.34 482.6 59.36 482.59 59.39 482.46 59.38 482.36 59.34 482.39 59.32 482.48 59.24 482.6 59.23 482.73 59.11 482.65 59.17 482.89 59.2 482.91 59.22 483.04 59.17 483.23 59.07 483.16 59.1 483.06 59.06 483.04 59.04 482.96 59.08 482.91 59.06 482.85 58.96 482.89 58.87 482.81 58.87 482.87 58.82 482.92 58.89 482.95 58.94 483.07 58.94 483.14 58.89 483.16 58.79 483.25 58.83 483.27 58.86 483.35 58.93 483.44 58.97 483.38 58.92 483.28 58.95 483.24 59.05 483.33 59.11 483.35 59.04 483.52 59.08 483.55 59.05 483.62 58.99 483.66 58.92 483.65 58.9 483.53 58.8 483.34 58.74 483.33 58.72 483.46 58.7 483.49 58.74 483.55 58.72 483.68 58.69 483.73 58.64 483.71 58.59 483.56 58.55 483.5 58.52 483.34 58.55 483.27 58.61 483.31 58.7 483.26 58.82 483.12 58.75 483.13 58.68 483.19 58.57 483.21 58.49 483.24 58.39 483.24 58.39 483.14 58.43 483.11 58.43 483.05 58.5 483.03 58.59 483.03 58.59 482.98 58.47 482.98 58.43 482.95 58.44 482.87 58.48 482.84 58.5 482.73 58.59 482.69 58.63 482.73 58.69 482.53 58.74 482.47 58.85 482.46 58.94 482.49 58.93 482.42 58.85 482.33 58.87 482.28 59 482.3 59.03 482.33 59.1 482.29 59.02 482.25 58.87 482.2 58.74 482.2 58.7 482.22 58.58 482.19 58.51 482.12 58.48 482.2 58.57 482.25 58.58 482.3 58.72 482.33 58.7 482.38 58.56 482.45 58.54 482.55 58.42 482.67 58.34 482.67 58.29 482.72 58.24 482.65 58.32 482.55 58.29 482.46 58.22 482.45 58.15 482.4 58.03 482.37 58.2 482.5 58.2 482.61 58.15 482.63 58.12 482.73 58.2 482.82 58.23 482.88 58.16 482.92 58.18 482.98 58.15 483.07 58.11 483.11 58.04 483.13 57.88 483.11 57.88 483.18 57.91 483.23 58.02 483.26 58.1 483.24 58.18 483.37 58.18 483.46 58.14 483.57 58.14 483.62 58.06 483.62 58.04 483.58 57.93 483.6 57.94 483.66 58 483.67 58.06 483.76 58 483.83 57.95 483.83 57.9 483.7 57.84 483.7 57.78 483.78 57.68 483.71 57.73 483.62 57.83 483.62 57.79 483.54 57.79 483.48 57.85 483.42 57.82 483.34 57.76 483.37 57.66 483.3 57.65 483.41 57.62 483.47 57.55 483.51 57.47 483.46 57.48 483.4 57.44 483.37 57.45 483.28 57.37 483.27 57.31 483.33 57.3 483.41 57.16 483.56 57 483.83 56.88 483.77 56.76 483.75 56.66 483.77 56.61 483.82 56.64 483.91 56.6 484.03 56.5 483.99 56.45 483.87 56.39 483.76 56.33 483.74 56.13 483.82 56.06 483.8 55.99 483.86 55.96 483.92 55.83 483.84 55.71 483.82 55.52 483.86 55.46 484.01 55.35 484.06 55.33 484.03 55.37 483.95 55.33 483.91 55.25 483.89 55.13 483.92 55.08 483.98 55.01 484 54.98 484.15 54.94 484.22 54.93 484.33 54.94 484.4 54.89 484.47 54.85 484.48 54.8 484.41 54.78 484.29 54.72 484.22 54.7 484.13 54.71 484.05 54.78 483.92 54.76 483.83 54.81 483.78 54.85 483.69 54.76 483.64 54.71 483.63 54.54 483.7 54.45 483.83 54.49 483.89 54.49 483.97 54.56 484.03 54.57 484.18 54.54 484.31 54.55 484.42 54.52 484.6 54.48 484.69 54.38 484.77 54.34 484.78 54.23 484.91 54.22 484.95 54.3 485.02 54.24 485.18 54.24 485.23 54.22 485.34 54.16 485.39 54.1 485.41 54.05 485.37 53.95 485.46 53.93 485.53 53.81 485.71 53.75 485.75 53.67 485.75 53.62 485.72 53.53 485.78 53.44 485.78 53.36 485.76 53.43 485.66 53.43 485.62 53.53 485.58 53.51 485.52 53.37 485.55 53.33 485.53 53.41 485.47 53.71 485.48 53.79 485.57 53.8 485.45 53.9 485.4 53.89 485.32 53.83 485.32 53.8 485.25 53.73 485.24 53.69 485.2 53.61 485.21 53.56 485.17 53.66 485.11 53.69 485.03 53.74 484.98 53.82 484.97 53.86 484.94 53.93 484.94 53.94 484.89 53.85 484.82 53.78 484.62 53.81 484.55 53.88 484.46 53.94 484.43 53.97 484.35 54.01 484.32 54.06 484.22 54.13 484.22 54.15 484.19 54.09 484.13 54.03 484.03 53.96 483.97 53.89 483.93 53.74 483.82 53.64 483.8 53.55 483.76 53.51 483.77 53.44 483.72 53.37 483.71 53.2 483.76 53.2 483.84 53.25 483.87 53.2 483.94 53.21 484.05 53.13 484.15 53.07 484.18 52.97 484.14 52.94 484.08 52.84 483.95 52.78 483.86 52.72 483.9 52.74 484.03 52.68 484.17 52.61 484.01 52.56 483.99 52.48 484.01 52.44 484.06 52.44 484.12 52.39 484.12 52.35 484.21 52.45 484.32 52.46 484.41 52.42 484.52 52.37 484.52 52.16 484.41 52.13 484.44 52.16 484.55 52.21 484.59 52.23 484.65 52.03 484.51 52.04 484.43 52.01 484.35 51.94 484.28 51.91 484.29 51.97 484.4 51.92 484.53 51.92 484.64 51.94 484.76 51.92 484.82 51.8 484.82 51.76 484.77 51.7 484.81 51.57 484.82 51.49 484.73 51.41 484.76 51.39 484.82 51.33 484.83 51.29 484.89 51.01 484.78 50.96 484.71 50.92 484.7 50.8 484.61 50.71 484.69 50.69 484.76 50.76 484.83 50.85 484.88 50.95 485.01 50.9 485.07 50.82 485.03 50.77 485.07 50.73 485.13 50.67 485.2 50.55 485.21 50.53 485.27 50.53 485.37 50.49 485.44 50.44 485.45 50.41 485.52 50.42 485.62 50.34 485.75 50.26 485.78 50.19 485.85 50.05 485.83 50.06 485.8 50.04 485.55 50.05 485.48 49.99 485.35 49.98 485.27 50.01 485.18 49.95 485.07 50.01 484.97 49.95 484.92 49.88 484.99 49.9 485.05 49.82 485.13 49.79 485.17 49.72 485.23 49.63 485.24 49.55 485.16 49.46 485.11 49.29 485.13 49.24 485.16 49.22 485.27 49.33 485.33 49.42 485.34 49.51 485.4 49.62 485.43 49.65 485.54 49.62 485.69 49.54 485.8 49.44 485.83 49.3 485.8 49.16 485.79 49.09 485.8 49 485.76 48.94 485.67 48.87 485.62 48.86 485.54 48.88 485.46 48.96 485.4 48.94 485.31 48.87 485.24 48.7 485.2 48.63 485.2 48.49 485.29 48.41 485.42 48.32 485.48 48.27 485.54 48.27 485.6 48.19 485.71 47.96 485.79 47.79 485.88 47.64 485.93 47.38 485.96 47.28 486.03 47.19 486.05 47.11 486.1 46.92 486.07 46.82 486.01 46.85 485.94 46.84 485.88 46.77 485.83 46.68 485.81 46.49 485.84 46.4 485.89 46.35 485.87 46.27 485.92 46.08 485.85 46.05 485.76 46.08 485.65 46.16 485.61 46.22 485.51 46.31 485.31 46.32 485.22 46.35 485.19 46.35 485.09 46.38 485.02 46.37 484.97 46.64 484.77 46.69 484.67 46.81 484.54 46.9 484.49 46.97 484.37 46.97 484.3 47.01 484.27 47 484.2 46.92 484.1 46.82 484.05 46.67 484 46.52 483.97 46.32 483.96 46.11 483.99 46.01 484.05 46.01 484.15 45.94 484.17 45.86 484.26 45.87 484.33 45.79 484.36 45.71 484.42 45.66 484.48 45.67 484.55 45.55 484.58 45.54 484.62 45.57 484.69 45.52 484.81 45.52 484.89 45.49 484.95 45.46 485.07 45.41 485.23 45.43 485.34 45.42 485.4 45.25 485.56 45.11 485.69 45.05 485.72 44.79 485.97 44.72 486.05 44.54 486.17 44.46 486.29 44.4 486.49 44.36 486.52 44.31 486.51 44.27 486.59 44.17 486.52 44.11 486.4 44.03 486.32 43.91 486.27 43.83 486.27 43.77 486.37 43.85 486.42 43.83 486.5 43.85 486.6 43.88 486.63 43.85 486.69 43.8 486.68 43.78 486.74 43.93 486.82 43.97 486.87 43.96 486.97 43.94 487.01 43.98 487.11 43.9 487.23 43.77 487.28 43.64 487.28 43.49 487.39 43.4 487.24 43.32 487.16 43.25 487.1 43.21 487.03 43.25 486.98 43.34 486.97 43.31 486.89 43.36 486.81 43.34 486.78 43.23 486.72 43.11 486.71 43.06 486.8 43.01 486.85 42.88 486.93 42.84 487.01 42.9 487.16 42.87 487.23 42.92 487.3 42.91 487.36 42.75 487.54 42.7 487.57 42.61 487.58 42.51 487.54 42.44 487.4 42.43 487.25 42.36 487.27 42.32 487.36 42.27 487.37 42.2 487.32 42.13 487.31 41.99 487.32 41.86 487.22 41.76 487.1 41.72 487.03 41.69 486.88 41.71 486.85 41.69 486.72 41.69 486.67 41.92 486.65 41.98 486.67 42.01 486.72 42.01 486.81 42.16 486.91 42.34 486.9 42.35 486.85 42.27 486.79 42.17 486.78 42.08 486.63 42.04 486.48 41.92 486.4 41.89 486.2 41.9 486.06 41.92 485.93 41.93 485.75 41.89 485.69 41.82 485.65 41.67 485.53 41.55 485.5 41.54 485.44 41.64 485.48 41.71 485.48 41.79 485.35 41.66 485.31 41.63 485.32 41.52 485.26 41.42 485.28 41.32 485.37 41.33 485.4 41.17 485.55 41.07 485.72 41.06 485.84 41.11 485.88 41.14 485.97 41.32 485.99 41.33 486.1 41.37 486.13 41.4 486.21 41.4 486.32 41.44 486.35 41.47 486.43 41.46 486.49 41.4 486.54 41.34 486.5 41.27 486.58 41.26 486.68 41.33 486.79 41.3 486.91 41.32 486.97 41.3 487.02 41.33 487.16 41.32 487.23 41.35 487.29 41.33 487.37 41.28 487.6 41.29 487.65 41.33 487.69 41.27 487.74 41.2 487.67 41.19 487.57 41.14 487.52 41.1 487.44 40.96 487.36 40.87 487.34 40.73 487.38 40.7 487.41 40.74 487.52 40.65 487.62 40.6 487.59 40.5 487.68 40.38 487.68 40.31 487.61 40.21 487.61 40.16 487.68 40.04 487.64 39.98 487.6 39.93 487.49 39.87 487.44 39.86 487.37 39.88 487.31 39.81 487.24 39.77 487.18 39.75 487.05 39.78 486.96 39.86 486.95 39.87 486.91 39.82 486.82 39.82 486.75 39.77 486.72 39.71 486.47 39.52 486.23 39.37 486.2 39.2 486.25 39.04 486.19 39.04 486.27 38.98 486.3 38.91 486.4 38.81 486.54 38.8 486.63 38.87 486.73 38.96 486.79 39.05 486.8 39.13 486.91 39.27 487.07 39.3 487.08 39.37 487.19 39.37 487.31 39.4 487.39 39.33 487.41 39.25 487.49 39.09 487.52 38.98 487.56 38.88 487.62 38.86 487.66 38.74 487.72 38.71 487.76 38.62 487.75 38.53 487.84 38.49 487.92 38.36 487.95 38.14 487.93 38.04 488.05 37.89 488 37.88 487.8 37.84 487.65 37.91 487.65 38.13 487.58 38.14 487.49 38.21 487.37 38.14 487.28 38.12 487.21 38.21 487.03 38.3 487.11 38.33 487.18 38.42 487.16 38.53 487.22 38.57 487.29 38.64 487.28 38.59 487.17 38.52 487.12 38.4 486.99 38.4 486.93 38.47 486.82 38.53 486.68 38.57 486.41 38.56 486.33 38.52 486.26 38.49 486.17 38.57 486.09 38.61 486.01 38.5 486.03 38.4 486.12 38.35 486.12 38.17 486.19 38.08 486.23 38.09 486.29 38.17 486.26 38.2 486.31 38.11 486.33 38.05 486.29 38.04 486.21 38.06 486.17 38.35 486.09 38.49 486.01 38.58 485.98 38.68 485.92 38.9 485.82 38.95 485.78 39.08 485.73 39.32 485.68 39.45 485.7 39.64 485.6 39.84 485.45 39.89 485.43 39.94 485.48 39.92 485.52 39.78 485.56 39.69 485.66 39.58 485.7 39.56 485.74 39.61 485.79 39.69 485.8 39.75 485.84 39.88 485.83 39.93 485.81 40 485.85 40.05 485.93 40.14 485.97 40.16 485.87 40.24 485.86 40.34 485.87 40.41 485.91 40.46 485.84 40.53 485.67 40.59 485.64 40.59 485.5 40.53 485.45 40.45 485.5 40.37 485.39 40.42 485.37 40.48 485.32 40.5 485.25 40.56 485.27 40.65 485.23 40.65 485.33 40.67 485.35 40.76 485.27 40.76 485.22 40.85 485.17 40.84 485.12 40.91 485.07 40.98 485.06 41.04 485.07 41.07 485.13 41.15 485.15 41.26 485.08 41.29 485.03 41.34 485.01 41.44 484.89 41.5 484.86 41.58 484.74 41.62 484.82 41.76 484.9 41.85 485.02 41.93 485.02 42.01 484.98 42.13 484.89 42.16 484.8 42.2 484.79 42.22 484.64 42.18 484.61 42.18 484.52 42.27 484.41 42.28 484.31 42.22 484.28 42.14 484.28 42.09 484.32 42 484.32 41.95 484.28 42.31 484.05 42.42 483.96 42.53 483.86 42.72 483.7 42.97 483.52 43.11 483.4 43.37 483.15 43.57 482.95 43.63 482.91 43.82 482.81 44.12 482.73 44.4 482.54 44.52 482.43 44.58 482.41 44.81 482.41 45.07 482.31 45.34 482.16 45.43 482.09 45.67 481.92 45.94 481.89 46.15 481.89 46.44 481.84 46.64 481.79 46.92 481.77 47.19 481.77 47.44 481.75 47.81 481.7 48.08 481.64 48.3 481.61 48.47 481.61 48.62 481.64 48.63 481.68 48.51 481.65 48.37 481.66 48.31 481.65 48.08 481.67 47.88 481.71 47.82 481.8 47.82 481.89 47.95 481.92 48.02 481.97 48.18 481.94 48.25 481.99 48.36 482.04 48.4 482.01 48.53 481.99 48.51 482.07 48.59 482.15 48.71 482.17 48.8 482.12 48.83 482.07 48.92 482.07 48.98 482.04 49.05 482.06 49.13 482 49.16 481.95 49.25 481.99 49.31 481.95 49.37 481.96 49.45 481.92 49.49 481.97 49.48 482.06 49.43 482.24 49.48 482.35 49.39 482.4 49.32 482.23 49.1 482.23 48.96 482.28 48.8 482.4 48.73 482.52 48.76 482.57 48.77 482.69 48.85 482.72 48.94 482.78 49.03 482.73 49.06 482.76 48.95 482.88 48.9 483.07 48.94 483.18 49.01 483.25 49.07 483.26 49.13 483.37 49.22 483.59 49.28 483.65 49.3 483.74 49.37 483.81 49.37 483.86 49.46 483.88 49.44 483.8 49.49 483.72 49.61 483.75 49.7 483.82 49.76 483.9 49.75 484.03 49.78 484.18 49.84 484.18 49.87 484.09 49.84 484.06 49.83 483.95 49.91 484 49.96 483.9 49.93 483.85 49.82 483.76 49.86 483.72 49.76 483.61 49.7 483.6 49.63 483.55 49.6 483.49 49.66 483.37 49.68 483.29 49.67 483.23 49.67 483.01 49.6 482.84 49.61 482.78 49.75 482.84 49.85 482.95 49.95 483.01 50.13 483.08 50.35 483.11 50.38 483.1 50.48 483.13 50.57 483.12 50.61 483.09 50.69 483.17 50.75 483.16 50.78 483.29 50.81 483.3 50.83 483.41 50.77 483.48 50.74 483.65 50.82 483.74 50.89 483.7 50.91 483.63 50.97 483.6 51.05 483.62 51.09 483.74 51.08 483.81 51.13 483.83 51.17 483.88 51.31 483.87 51.38 483.92 51.38 483.96 51.49 484.01 51.57 484.01 51.61 483.93 51.52 483.88 51.45 483.78 51.47 483.72 51.37 483.61 51.39 483.58 51.47 483.59 51.77 483.57 51.71 483.49 51.72 483.44 51.67 483.38 51.58 483.37 51.52 483.38 51.48 483.3 51.41 483.31 51.4 483.25 51.29 483.15 51.28 483.11 51.19 483.04 51.11 482.9 50.89 482.79 50.89 482.74 50.8 482.65 50.78 482.56 50.68 482.55 50.78 482.35 50.75 482.26 50.7 482.22 50.57 482.24 50.65 482.13 50.74 482.05 51 481.76 51.19 481.51 51.27 481.38 51.3 481.27 51.38 481.13 51.4 481.09 51.54 480.86 51.62 480.7 51.7 480.56 51.87 480.34 52.03 480.24 52.21 480.16 52.42 480.03 52.52 479.93 52.58 479.84 52.66 479.8 52.8 479.7 52.91 479.68 52.96 479.65 53.05 479.66 53.17 479.62 53.41 479.49 53.69 479.32 53.97 479.12 54.13 478.98 54.28 478.89 54.53 478.82 54.6 478.79 54.88 478.72 55.39 478.56 55.69 478.42 55.8 478.35 56.09 478.18 56.13 478.17 56.21 478.19 56.3 478.16 56.46 478.08 56.54 478.08 56.77 477.98 56.95 477.88 57.59 477.6 57.75 477.49 57.99 477.3 58.22 477.18 58.19 477.25 58.13 477.25 57.97 477.34 57.95 477.41 58.01 477.56 58.06 477.64 58.24 477.78 58.4 477.87 58.55 477.92 58.65 477.87 58.93 477.88 58.99 477.91 59.05 477.88 59.02 477.8 59.04 477.76 59.06 477.64 59.09 477.59 59.07 477.51 59.03 477.47 59.04 477.34 58.98 477.25 59 477.19 59.07 477.02 59.03 476.9 59.1 476.66 59.15 476.54 59.25 476.39 59.43 476.15 59.69 475.88 59.84 475.69 60.1 475.41 60.16 475.36 60.21 475.29 60.45 475.06 60.58 474.94 60.91 474.68 61 474.63 61.07 474.62 61.22 474.52 61.42 474.43 61.54 474.41 61.68 474.36 61.82 474.33 61.85 474.24 61.97 474.14 62.04 474.12 62.19 474.03 62.4 473.79 62.53 473.6 62.77 473.5 62.96 473.35 63.13 473.21 63.3 473.13 63.43 473.12 63.49 473.09 63.54 473.13 63.53 473.21 63.53 473.3 63.57 473.38 63.61 473.49 63.6 473.59 63.73 473.68 63.79 473.69 63.83 473.66 63.85 473.6 63.93 473.48 63.92 473.18 63.92 473.04 63.9 472.84 63.83 472.8 63.7 472.78 63.63 472.76 63.55 472.76 63.52 472.58 63.62 472.07 63.69 471.9 63.78 471.73 63.89 471.47 63.97 471.21 64.04 470.92 64.08 470.8 64.18 470.36 64.23 470.19 64.29 469.93 64.48 469.33 64.54 469.2 64.67 468.99 64.75 468.81 64.78 468.83 64.75 468.97 64.8 469 64.92 469.02 65.11 469.01 65.17 469 65.23 468.95 65.29 468.83 65.31 468.76 65.11 468.72 64.97 468.47 64.83 468.21 64.83 468.15 64.87 468.1 64.83 468.01 64.86 467.77 64.96 467.38 65.02 467.24 65.13 467.03 65.17 466.98 65.25 466.8 65.29 466.72 65.39 466.61 65.44 466.62 65.57 466.51 65.61 466.49 65.67 466.52 65.85 466.38 65.97 466.23 66.06 466.08 66.2 465.93 66.25 465.9 66.36 465.79 66.42 465.77 66.57 465.61 66.74 465.5 66.83 465.47 66.94 465.38 67.05 465.36 67.08 465.3 67.02 465.22 67.03 465.13 67.07 464.95 67.1 464.89 67.18 464.86 67.27 464.73 67.37 464.62 67.38 464.51 67.41 464.41 67.33 464.27 67.36 464.17 67.44 464.13 67.5 464.06 67.53 463.98 67.53 463.92 67.57 463.74 67.63 463.62 67.75 463.61 67.7 463.5 67.61 463.49 67.43 463.58 67.33 463.68 67.3 463.74 67.32 463.8 67.28 463.94 67.17 464.04 67.14 464.12 67.1 464.2 66.92 464.26 66.81 464.26 66.76 464.29 66.63 464.32 66.6 464.35 66.52 464.34 66.41 464.37 66.29 464.35 66.17 464.36 66.11 464.41 65.96 464.48 65.88 464.5 65.76 464.6 65.59 464.62 65.37 464.68 65.27 464.79 64.78 464.87 64.69 464.89 64.34 465.06 64.25 465.11 64.07 465.18 63.68 465.29 63.42 465.37 63.24 465.42 63 465.46 62.88 465.45 62.73 465.41 62.54 465.25 62.39 465.08 62.36 465.01 62.38 464.84 62.37 464.59 62.33 464.45 62.28 464.35 62.2 464.25 62.09 464.16 61.8 464.02 61.73 463.97 61.68 463.88 61.68 463.82 61.74 463.77 61.73 463.69 61.76 463.61 61.82 463.63 61.89 463.61 61.94 463.56 61.94 463.5 61.98 463.41 61.98 463.33 62.05 463.09 62.08 463.05 62.09 462.92 62.14 462.85 62.13 462.75 62.2 462.56 62.11 462.53 62.02 462.54 61.97 462.6 61.7 462.94 61.67 462.97 61.62 463.08 61.47 463.17 61.34 463.22 61.19 463.31 61 463.24 61.01 463.33 60.94 463.52 60.86 463.68 60.85 463.75 60.88 463.93 60.88 463.98 60.81 464.11 60.74 464.22 60.65 464.27 60.55 464.27 60.45 464.23 60.42 464.27 60.43 464.4 60.48 464.52 60.49 464.72 60.5 464.79 60.5 465 60.52 465.05 60.54 465.2 60.56 465.3 60.63 465.26 60.66 465.33 60.62 465.49 60.62 465.6 60.62 465.76 60.64 465.85 60.72 465.92 60.82 465.97 60.81 466.03 60.74 466.09 60.63 466.25 60.49 466.38 60.36 466.52 60.23 466.57 59.98 466.57 59.82 466.51 59.7 466.43 59.48 466.3 59.42 466.25 59.35 465.99 59.28 465.75 59.13 465.25 58.96 464.65 58.77 464.01 58.67 463.76 58.59 463.59 58.44 463.32 58.32 463.18 58.14 463.05 58.05 463.01 57.99 463.06 57.91 462.99 57.88 463.01 57.82 462.95 57.87 462.92 57.9 462.85 57.99 462.75 58.08 462.67 58.11 462.62 58.1 462.49 58.05 462.34 57.94 462.28 57.72 462.3 57.68 462.28 57.59 462.3 57.63 462.4 57.57 462.46 57.55 462.53 57.42 462.66 57.49 462.79 57.45 462.87 57.37 462.91 57.37 462.8 57.29 462.78 57.23 462.84 57.26 462.95 57.25 463.11 57.21 463.14 57.13 463.16 57.06 463.13 57.01 463.16 56.99 463.23 56.92 463.26 56.82 463.26 56.76 463.13 56.68 462.99 56.68 462.92 56.62 462.9 56.65 462.83 56.58 462.77 56.63 462.67 56.65 462.58 56.58 462.45 56.46 462.39 56.38 462.38 56.29 462.41 56.25 462.52 56.17 462.52 56.14 462.47 56.01 462.47 56 462.42 56.05 462.36 56.07 462.3 56.07 462.19 56.12 462.07 56.07 462.06 56.03 462.12 55.95 462.09 55.91 462.12 55.83 462.13 55.79 462.22 55.73 462.21 55.75 462.09 55.73 462.04 55.78 461.99 55.75 461.89 55.76 461.83 55.73 461.79 55.67 461.81 55.63 461.76 55.52 461.79 55.59 461.66 55.62 461.67 55.71 461.58 55.79 461.6 55.84 461.54 55.84 461.47 55.79 461.23 55.63 461.02 55.74 460.99 55.72 460.91 55.67 460.87 55.59 460.86 55.45 460.97 55.11 461.09 55.05 461.14 54.94 461.17 54.84 461.25 54.83 461.29 54.71 461.32 54.59 461.39 54.45 461.45 54.23 461.57 54.05 461.7 53.95 461.75 53.84 461.85 53.76 461.95 53.6 462.22 53.6 462.07 53.53 461.9 53.46 461.82 53.36 461.8 53.32 461.85 53.22 461.84 53.16 461.81 53.02 461.94 52.8 462.04 52.65 462.14 52.53 462.15 52.44 462.22 52.37 462.18 52.28 462.22 52.25 462.3 52.12 462.27 51.96 462.28 51.84 462.3 51.78 462.34 51.78 462.4 51.66 462.47 51.51 462.59 51.43 462.72 51.39 462.89 51.39 462.97 51.42 463.01 51.19 463.03 50.98 463.06 50.77 463.12 50.7 463.16 50.68 463.23 50.62 463.28 50.57 463.24 50.51 463.23 50.36 463.24 50.17 463.35 50.12 463.4 50.1 463.47 50.04 463.45 49.93 463.46 49.82 463.48 49.83 463.41 49.88 463.3 49.86 463.25 49.85 463.12 49.79 462.97 49.72 462.89 49.43 462.83 49.41 462.78 49.32 462.78 49.23 462.83 49.15 462.74 49.09 462.76 49.03 462.82 49 462.76 48.91 462.73 48.79 462.75 48.71 462.65 48.55 462.56 48.48 462.47 48.53 462.44 48.67 462.45 48.72 462.38 48.78 462.42 48.83 462.42 48.85 462.47 48.93 462.46 48.97 462.42 49.06 462.44 49.17 462.39 49.24 462.43 49.24 462.5 49.33 462.53 49.3 462.65 49.4 462.67 49.51 462.66 49.67 462.56 49.75 462.43 49.68 462.31 49.69 462.27 49.78 462.21 49.94 462.15 50.01 462.03 50.1 461.96 50.1 461.93 50.18 461.81 50.23 461.71 50.26 461.52 50.24 461.15 50.25 461.03 50.3 460.8 50.33 460.73 50.35 460.52 50.32 460.33 50.27 460.19 50.25 460.09 50.29 460 50.35 459.95 50.32 459.89 50.27 459.87 50.17 459.79 50.01 459.38 49.93 459.15 49.89 458.82 49.88 458.6 49.85 458.28 49.85 458.24 49.97 458.13 50.1 457.92 50.18 457.82 50.33 457.75 50.38 457.56 50.48 457.55 50.52 457.52 50.66 457.5 50.76 457.33 50.84 457.27 50.93 457.3 51.03 457.12 51.1 457.08 51.26 457.1 51.38 457.05 51.44 456.92 51.35 456.66 51.34 456.58 51.29 456.44 51.22 456.31 51.18 456.21 51.15 456.06 51.07 455.82 51.07 455.68 51.1 455.56 51.07 455.45 51.12 455.37 51.01 455.08 51.03 455 50.99 454.79 50.95 454.69 50.97 454.63 50.83 454.35 50.74 454.14 50.69 453.95 50.66 453.75 50.66 453.65 50.71 453.59 50.73 453.47 50.69 453.35 50.61 453.31 50.55 453.15 50.51 453.01 50.48 452.84 50.49 452.74 50.48 452.61 50.37 452.57 50.35 452.52 50.36 452.38 50.23 452.17 50.22 452.09 50.19 452.02 50.16 451.88 50.14 451.74 49.88 451.64 49.82 451.73 49.71 451.81 49.65 451.93 49.62 452.11 49.59 452.23 49.57 452.33 49.58 452.44 49.56 452.63 49.46 452.73 49.4 452.83 49.26 452.91 49.16 452.93 49.13 452.9 48.95 452.9 48.8 452.81 48.67 452.7 48.58 452.74 48.57 452.85 48.45 452.96 48.28 453.04 48.17 453.06 48 453.05 47.87 453.08 47.82 453.12 47.55 453.22 47.36 453.26 47.2 453.32 47.08 453.33 46.98 453.36 46.79 453.38 46.57 453.37 46.37 453.4 46.13 453.41 45.88 453.39 45.45 453.34 45.11 453.29 44.96 453.27 44.56 453.16 44.53 453.14 44.36 453.08 44.09 452.96 44.03 452.9 43.96 452.88 43.92 452.84 43.81 452.79 43.62 452.64 43.56 452.56 43.49 452.4 43.47 452.13 43.44 451.92 43.45 451.79 43.64 451.68 43.72 451.72 43.84 451.7 43.83 451.64 43.87 451.57 43.79 451.48 43.72 451.32 43.65 451.22 43.56 451.16 43.51 451.09 43.31 450.92 43.24 450.9 43.22 450.79 43.18 450.73 43.12 450.73 43.06 450.53 43.04 450.43 43.01 450.35 42.91 450.02 42.91 449.98 42.96 449.92 42.94 449.84 42.89 449.77 42.77 449.68 42.62 449.47 42.55 449.33 42.55 449.16 42.6 449.09 42.54 449.03 42.57 448.89 42.51 448.87 42.4 448.95 42.28 448.92 42.11 448.85 42 448.79 41.85 448.66 41.7 448.49 41.5 448.19 41.42 448.04 41.31 447.78 41.25 447.6 41.24 447.52 41.25 447.48 41.34 447.52 41.4 447.49 41.49 447.48 41.55 447.5 41.71 447.45 41.77 447.4 41.87 447.24 41.94 447.23 42 447.11 41.98 447.02 41.92 446.98 41.86 446.98 41.69 446.91 41.61 446.96 41.52 446.95 41.5 447 41.44 447.02 41.3 447.02 41.26 447.08 41.15 447.11 41.05 447.08 40.89 447.07 40.8 446.97 40.67 446.9 40.64 446.91 40.56 446.85 40.55 446.69 40.51 446.66 40.51 446.5 40.61 446.48 40.68 446.39 40.77 446.39 40.82 446.43 40.96 446.49 41.02 446.49 41.13 446.42 41.14 446.33 41.25 446.25 41.38 446.29 41.48 446.23 41.58 446.1 41.76 446.11 41.83 445.99 41.9 445.96 41.95 445.91 42.06 445.96 42.12 445.94 42.28 445.83 42.33 445.73 42.31 445.68 42.23 445.57 42.2 445.49 42.19 445.39 42.23 445.34 42.2 445.31 42.22 445.26 42.35 445.29 42.47 445.27 42.57 445.22 42.77 445.16 42.86 445.08 42.89 445.01 42.87 444.92 42.72 444.75 42.68 444.62 42.69 444.53 42.79 444.39 42.86 444.37 42.89 444.29 42.88 444.24 42.78 444.21 42.72 444.24 42.68 444.3 42.56 444.35 42.48 444.41 42.43 444.41 42.32 444.36 42.18 444.27 42.08 444.17 42.04 444.01 42.03 443.87 42.07 443.76 42.29 443.62 42.38 443.61 42.48 443.63 42.53 443.67 42.68 443.72 42.76 443.72 42.95 443.68 42.99 443.55 43.01 443.38 42.92 443.33 42.88 443.34 42.84 443.41 42.79 443.43 42.62 443.34 42.48 443.17 42.48 443.08 42.46 442.99 42.41 442.95 42.34 442.83 42.43 442.67 42.33 442.6 42.22 442.56 42.16 442.41 42.08 442.3 41.95 442.35 41.94 442.42 41.86 442.54 41.79 442.62 41.77 442.67 41.69 442.83 41.67 442.91 41.58 442.92 41.49 442.89 41.43 442.84 41.3 442.81 41.12 442.72 41.05 442.67 41 442.6 40.97 442.53 40.99 442.43 40.97 442.38 40.99 442.23 40.98 442.1 41.03 441.97 41.07 441.91 41.05 441.82 41.05 441.67 41.09 441.58 41.21 441.53 41.3 441.4 41.31 441.28 41.28 441.26 41.17 441.32 41.16 441.22 41.09 441.21 41.01 441.18 40.89 441.08 40.83 441.04 40.74 440.96 40.57 440.93 40.51 440.87 40.47 440.77 40.46 440.66 40.47 440.49 40.45 440.3 40.48 440.15 40.52 440.1 40.65 440.08 40.75 440.04 40.91 440 40.99 440.01 41.07 439.98 41.17 439.84 41.18 439.7 41.12 439.61 41.15 439.58 41.08 439.51 41.06 439.43 40.95 439.4 40.8 439.22 40.7 439.15 40.55 439.14 40.48 439.2 40.31 439.2 40.2 439.19 40.09 439.3 40.17 439.39 40.1 439.44 40.07 439.43 39.99 439.32 39.95 439.25 39.97 439.22 39.97 438.81 39.99 438.67 40.06 438.5 40.12 438.38 40.24 438.08 40.19 438.31 40.16 438.39 40.21 438.43 40.3 438.43 40.51 438.47 40.65 438.46 41.03 438.45 41.31 438.47 41.48 438.46 41.52 438.41 41.42 438.36 41.3 438.33 41.24 438.23 41.07 438.19 41 438.13 40.95 438.06 40.98 437.98 40.83 437.97 40.8 437.92 40.82 437.86 40.76 437.68 40.77 437.61 40.67 437.35 40.72 437.22 40.8 437.27 40.91 437.25 41.08 437.25 41.3 437.28 41.35 437.32 41.42 437.33 41.45 437.37 41.58 437.38 41.68 437.4 41.73 437.51 41.8 437.45 41.88 437.42 41.93 437.37 42.02 437.37 42.21 437.4 42.29 437.44 42.33 437.39 42.22 437.14 42.19 437.05 42.21 436.98 42.14 436.77 42.14 436.67 42.14 436.36 42.16 436.24 42.22 435.98 42.34 435.79 42.33 435.76 42.41 435.66 42.48 435.63 42.48 435.57 42.52 435.55 42.59 435.46 42.63 435.45 42.72 435.34 42.72 435.29 42.78 435.23 42.88 435.22 42.98 435.14 42.99 435.1 43.1 435.03 43.33 434.81 43.44 434.72 43.7 434.52 43.78 434.45 44.03 434.2 44.11 434.14 44.22 434.15 44.33 433.94 44.44 433.81 44.6 433.65 44.65 433.63 44.81 433.48 45.01 433.38 45.23 433.24 45.37 433.17 45.45 433.16 45.59 433.1 45.66 433.09 45.69 433.04 45.78 433.06 45.84 433.05 45.99 433.1 46.09 433.1 46.17 433.06 46.38 433.02 46.41 432.95 46.4 432.9 46.33 432.85 46.31 432.65 46.31 432.53 46.33 432.44 46.31 432.36 46.36 432.21 46.32 432.2 46.3 432.07 46.32 431.95 46.37 431.88 46.4 431.87 46.42 431.72 46.41 431.64 46.43 431.58 46.52 431.55 46.59 431.58 46.61 431.54 46.52 431.39 46.55 431.33 46.57 431.25 46.69 431.09 46.85 430.75 46.97 430.57 47.05 430.51 47.1 430.43 47.25 430.26 47.34 430.18 47.43 430.13 47.54 430.09 47.56 430.11 47.82 430.19 47.91 430.17 47.95 430.11 47.95 430.05 48 430.04 47.89 429.94 47.84 429.86 47.93 429.81 47.94 429.74 47.93 429.65 47.92 429.48 47.97 429.45 47.99 429.39 48.15 429.31 48.39 429.14 48.62 428.99 48.78 428.92 48.94 428.88 49.07 428.88 49.11 428.9 49.35 428.9 49.4 428.88 49.53 428.91 49.81 428.96 49.98 429.07 50.11 429.2 50.18 429.27 50.24 429.36 50.29 429.39 50.38 429.39 50.4 429.46 50.44 429.5 50.54 429.47 50.63 429.5 50.7 429.55 50.71 429.6 50.67 429.65 50.71 429.73 50.75 429.75 50.79 429.86 50.78 429.91 50.84 429.96 50.93 430.13 50.88 430.18 50.86 430.25 50.98 430.2 51.01 430.12 51.05 430.11 51.07 430.23 51.11 430.2 51.19 430.24 51.2 430.33 51.12 430.39 51.12 430.44 51.29 430.43 51.27 430.51 51.34 430.59 51.45 430.67 51.43 430.72 51.48 430.75 51.56 430.9 51.56 430.96 51.53 431.02 51.58 431.04 51.58 431.11 51.67 431.08 51.77 431.07 51.92 431.1 51.96 431.13 52.01 431.1 52.36 431.14 52.52 431.12 52.58 431.1 52.88 430.82 52.92 430.8 53.08 430.77 53.33 430.6 53.37 430.55 53.4 430.38 53.45 430.29 53.5 430.26 53.68 430.22 53.73 430.27 53.8 430.29 53.89 430.28 54.01 430.24 54.26 430.02 54.34 429.96 54.55 429.72 54.76 429.53 54.9 429.37 54.95 429.34 55.04 429.22 55.04 429.16 55.14 429.05 55.19 429.01 55.25 428.94 55.36 428.86 55.63 428.7 55.65 428.55 55.61 428.53 55.63 428.43 55.6 428.29 55.75 428.31 55.83 428.36 55.84 428.46 55.89 428.49 55.93 428.44 55.99 428.44 56.05 428.48 56.03 428.54 56.17 428.62 56.27 428.64 56.3 428.78 56.41 428.9 56.31 428.91 56.29 429.02 56.24 428.97 56.18 428.96 56.18 429.06 56.12 429.11 56.04 429.1 55.93 429.16 56.08 429.2 56.23 429.19 56.3 429.22 56.34 429.13 56.4 429.14 56.43 429.22 56.48 429.26 56.55 429.15 56.63 429.23 56.79 429.2 56.88 429.26 56.91 429.25 56.97 429.33 57.05 429.28 57.19 429.25 57.25 429.28 57.29 429.24 57.37 429.23 57.54 429.29 57.69 429.4 57.78 429.43 57.89 429.42 57.96 429.31 58.03 429.35 58.12 429.45 58.18 429.45 58.34 429.39 58.48 429.39 58.57 429.43 58.71 429.41 58.81 429.38 58.95 429.37 59.07 429.3 59.14 429.32 59.19 429.14 59.3 429.1 59.31 428.99 59.47 428.93 59.56 428.84 59.59 428.76 59.71 428.55 59.77 428.63 59.85 428.59 59.94 428.52 60.06 428.4 60.23 428.17 60.34 428.07 60.51 427.89 60.65 427.68 60.7 427.55 60.75 427.21 60.74 427.11 60.71 426.9 60.71 426.66 60.67 426.37 60.61 426.12 60.57 426.05 60.56 425.78 60.54 425.59 60.54 425.32 60.61 425.11 60.6 425 60.62 424.89 60.66 424.72 60.67 424.63 60.71 424.49 60.69 424.32 60.62 424.16 60.5 423.93 60.35 423.66 60.22 423.38 60.11 423.18 60.11 423.11 60.04 423.04 60.05 422.97 59.96 422.97 59.84 422.89 59.71 422.77 59.71 422.72 59.52 422.69 59.37 422.76 59.29 422.82 59.27 422.69 59.31 422.65 59.37 422.65 59.44 422.58 59.5 422.48 59.51 422.37 59.54 422.33 59.54 422.22 59.6 422.17 59.59 422.09 59.72 422.07 59.86 421.96 59.93 421.96 59.98 422.08 60.09 422.15 60.19 422.19 60.2 422.23 60.33 422.3 60.49 422.35 60.76 422.42 60.81 422.42 60.96 422.39 60.99 422.29 60.96 422.25 60.87 422.18 60.8 422.18 60.78 422.07 61.01 422.13 61.16 422.13 61.28 422.07 61.28 422.03 61.41 421.9 61.53 421.87 61.66 421.79 61.76 421.71 61.8 421.61 61.82 421.39 61.88 421.28 61.89 421.14 61.92 421.1 61.93 421.01 61.9 420.89 61.82 420.7 61.83 420.63 61.78 420.51 61.76 420.3 61.73 420.21 61.66 420.21 61.49 420.09 61.48 419.99 61.42 419.98 61.28 419.79 61.2 419.67 61.16 419.57 61.12 419.43 61.15 419.3 61.04 419.32 61 419.37 60.97 419.45 60.96 419.54 60.88 419.62 60.76 419.7 60.69 419.72 60.6 419.79 60.61 419.84 60.54 419.85 60.46 419.93 60.45 419.99 60.38 420.02 60.33 420.09 60.3 420.24 60.25 420.28 60.15 420.28 60.1 420.34 60.02 420.31 59.82 420.32 59.75 420.42 59.71 420.37 59.75 420.29 59.67 420.21 59.49 420.1 59.43 419.98 59.36 420.04 59.24 420.06 58.89 420.1 58.77 420.2 58.7 420.21 58.58 420.27 58.56 420.32 58.7 420.41 58.59 420.43 58.48 420.43 58.04 420.39 57.93 420.39 57.76 420.43 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54.92 421.16 54.95 421.26 54.85 421.26 54.74 421.31 54.69 421.34 54.67 421.4 54.69 421.43 54.66 421.57 54.61 421.6 54.59 421.68 54.53 421.72 54.45 421.73 54.38 421.7 54.34 421.64 54.35 421.55 54.28 421.48 54.29 421.42 54.25 421.26 54.27 421.16 54.19 421.03 54.14 420.98 54.04 420.94 54.05 420.86 53.96 420.74 53.79 420.56 53.63 420.43 53.41 420.26 53.21 420.17 53.19 420.19 53 420.14 52.97 420.1 52.85 420.04 52.61 419.99 52.5 420.06 52.4 420.01 52.28 420.06 52.22 420.04 52.05 419.94 51.73 419.83 51.47 419.77 51.32 419.75 51.05 419.76 50.85 419.8 50.57 419.87 50.39 419.92 49.92 420.05 49.81 420.1 49.67 420.14 49.57 420.15 49.33 420.13 49.12 420.06 49.04 420.09 48.59 419.75 48.42 419.64 48 419.36 47.72 419.2 47.52 419.06 47.29 418.92 47.09 418.81 46.92 418.73 46.78 418.69 46.68 418.61 46.58 418.56 46.27 418.38 46.15 418.32 45.79 418.11 45.69 417.99 45.54 417.75 45.41 417.56 45.38 417.48 45.37 417.31 45.35 417.18 45.34 416.91 45.34 416.83 45.38 416.77 45.43 416.66 45.45 416.49 45.47 416.41 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596}\">\\n        <div class=\"container__item-media  container_grid-2__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/cltdjl4hu00403b6hbqzxz945@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"dem map.jpg\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5621959694232106\" data-original-height=\"809\" data-original-width=\"1439\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/dem-map.jpg?c=original\" data-unselectable=\"true\">\\n      <script>function imageLoadError(img) {\\n    const fallbackImage = \\'/media/sites/cnn/cnn-fallback-image.jpg\\';\\n\\n    img.removeAttribute(\\'onerror\\');\\n    img.src = fallbackImage;\\n    let element = img.previousElementSibling;\\n\\n    while (element && element.tagName === \\'SOURCE\\') {\\n      element.srcset = fallbackImage;\\n      element = element.previousElementSibling;\\n    }\\n  }</script>\\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/dem-map.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/dem-map.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/dem-map.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/dem-map.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/dem-map.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"dem map.jpg\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"809\" width=\"1439\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/democratic-party/president\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div class=\"container__text container_grid-2__text\">\\n            <div class=\"container__headline container_grid-2__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Zoom in on the Democratic national map</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/cltdjl4h3003t3b6h4jh7dd8h@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_grid-2__item container_grid-2__item--type-section \" data-component-name=\"card\" data-open-link=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/republican-party/president\" data-page=\"cms.cnn.com/_components/card/instances/cltdik4pv00373b6fz7u354o9\" data-editable=\"settings\">\\n    \\n        \\n        \\n    <a href=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/republican-party/president\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                            <div class=\"container__item-media-wrapper container_grid-2__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_grid-2__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/cltdjl4hu003x3b6hqalr7ahu@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"rep map.jpg\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5621959694232106\" data-original-height=\"809\" data-original-width=\"1439\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/rep-map.jpg?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/rep-map.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/rep-map.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/rep-map.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/rep-map.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/rep-map.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"rep map.jpg\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"809\" width=\"1439\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/election/2024/primaries-and-caucuses/results/republican-party/president\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div class=\"container__text container_grid-2__text\">\\n            <div class=\"container__headline container_grid-2__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Zoom in on the Republican national map</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n        </div>\\n      </div>\\n    </div>\\n\\n</div>\\n\\n    </div>\\n      <div class=\"product-zone__ads\">\\n        \\n      </div>\\n  </div>\\n</div>\\n\\n  <h3 class=\"subheader\" data-editable=\"text\" data-uri=\"cms.cnn.com/_components/subheader/instances/cltdjgi50003m3b6hg8av9z4q@published\" data-component-name=\"subheader\" id=\"biden-and-trump-clinch-their-parties-nominations-for-president\" data-article-gutter=\"true\">\\n    Biden and Trump clinch their parties’ nominations for president\\n</h3>\\n\\n    <p class=\"paragraph inline-placeholder\" data-uri=\"cms.cnn.com/_components/paragraph/instances/cltdjizne003n3b6hbs88cn54@published\" data-editable=\"text\" data-component-name=\"paragraph\" data-article-gutter=\"true\">\\n            President Joe Biden and<strong>&nbsp;</strong>former President Donald Trump&nbsp;<a href=\"https://www.cnn.com/2024/03/12/politics/biden-trump-presidential-nominees/index.html\">have earned enough delegates to win</a>&nbsp;their parties’ presidential nominations and are headed for a November rematch.\\n    </p>\\n\\n  <div data-uri=\"cms.cnn.com/_components/product-zone/instances/cltdjdv8x001k3b6hf1yp68yk@published\" data-analytics-collection=\"zone\" data-selective-publishing=\"true\" class=\"product-zone product-zone product-zone--t-light \" data-collapsed-text=\"\">\\n  <div class=\"product-zone__inner has-pseudo-class-fix-layout--balanced-2\">\\n    <div class=\"product-zone__items layout--balanced-2\" data-editable=\"items\" data-reorderable-component=\"items\">\\n        <div data-uri=\"cms.cnn.com/_components/politics-delegate-tracker/instances/cltdjdvn9001m3b6hcnc4ji5j@published\" class=\"politics-delegate-tracker\" data-editable=\"settings\" data-state=\"{&quot;_ref&quot;:&quot;cms.cnn.com/_components/politics-delegate-tracker/instances/cltdjdvn9001m3b6hcnc4ji5j@published&quot;,&quot;rows&quot;:2,&quot;result&quot;:{&quot;essEnvKey&quot;:&quot;production-key&quot;,&quot;superDelegatesAtStake&quot;:0,&quot;formattedDelegateType&quot;:null,&quot;aheadRegular&quot;:1772,&quot;cumulativeDelegateKey&quot;:&quot;0.REP&quot;,&quot;regularDelegatesAtStake&quot;:2429,&quot;neededToWin&quot;:1215,&quot;totalDelegatesAtStake&quot;:2429,&quot;totalAllocatedDelegates&quot;:1966,&quot;aheadTotal&quot;:1772,&quot;lastUpdated&quot;:&quot;&quot;,&quot;candidates&quot;:[{&quot;lastName&quot;:&quot;Trump&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;gender&quot;:&quot;M&quot;,&quot;fullName&quot;:&quot;Donald Trump&quot;,&quot;percent&quot;:&quot;&quot;,&quot;isWinner&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Donald&quot;,&quot;delegateTracking&quot;:true,&quot;percentDecimal&quot;:&quot;&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;regularDelegates&quot;:1863,&quot;candidateId&quot;:8639,&quot;dropOutDate&quot;:null,&quot;percentNeededDecimal&quot;:&quot;&quot;,&quot;formattedTotalDelegates&quot;:&quot;&quot;},{&quot;lastName&quot;:&quot;Haley&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;gender&quot;:&quot;F&quot;,&quot;fullName&quot;:&quot;Nikki Haley&quot;,&quot;percent&quot;:&quot;&quot;,&quot;isWinner&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Nikki&quot;,&quot;delegateTracking&quot;:true,&quot;percentDecimal&quot;:&quot;&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;regularDelegates&quot;:91,&quot;candidateId&quot;:60420,&quot;dropOutDate&quot;:&quot;2024-03-06T05:00:00.000Z&quot;,&quot;percentNeededDecimal&quot;:&quot;&quot;,&quot;formattedTotalDelegates&quot;:&quot;&quot;},{&quot;lastName&quot;:&quot;DeSantis&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;gender&quot;:&quot;M&quot;,&quot;fullName&quot;:&quot;Ron DeSantis&quot;,&quot;percent&quot;:&quot;&quot;,&quot;isWinner&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Ron&quot;,&quot;delegateTracking&quot;:true,&quot;percentDecimal&quot;:&quot;&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;regularDelegates&quot;:9,&quot;candidateId&quot;:62557,&quot;dropOutDate&quot;:&quot;2024-01-21T05:00:00.000Z&quot;,&quot;percentNeededDecimal&quot;:&quot;&quot;,&quot;formattedTotalDelegates&quot;:&quot;&quot;},{&quot;lastName&quot;:&quot;Ramaswamy&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;gender&quot;:&quot;M&quot;,&quot;fullName&quot;:&quot;Vivek Ramaswamy&quot;,&quot;percent&quot;:&quot;&quot;,&quot;isWinner&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Vivek&quot;,&quot;delegateTracking&quot;:true,&quot;percentDecimal&quot;:&quot;&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;regularDelegates&quot;:3,&quot;candidateId&quot;:20077010,&quot;dropOutDate&quot;:&quot;2024-01-15T05:00:00.000Z&quot;,&quot;percentNeededDecimal&quot;:&quot;&quot;,&quot;formattedTotalDelegates&quot;:&quot;&quot;}],&quot;winner&quot;:&quot;&quot;,&quot;electionDate&quot;:null,&quot;state&quot;:{&quot;fipsCode&quot;:&quot;00&quot;,&quot;title&quot;:&quot;UNITED STATES&quot;,&quot;abbreviation&quot;:&quot;US&quot;,&quot;stateId&quot;:0},&quot;regularAllocatedDelegates&quot;:1966,&quot;ecKey&quot;:&quot;2024-PR-US&quot;,&quot;extractedAt&quot;:&quot;2024-04-18T05:35:11.031724&quot;,&quot;party&quot;:{&quot;partyName&quot;:&quot;Republican&quot;,&quot;partyAbbreviation&quot;:&quot;R&quot;,&quot;partyId&quot;:&quot;REP&quot;,&quot;majorParty&quot;:true},&quot;cid&quot;:&quot;ESS::Delegates::1713418510876&quot;},&quot;altText&quot;:null,&quot;isEmbed&quot;:false,&quot;__fields&quot;:{&quot;status&quot;:&quot;active-updated&quot;,&quot;created_at&quot;:&quot;Tue, 05 Mar 2024 13:07:26 GMT&quot;,&quot;updated_at&quot;:&quot;Wed, 27 Mar 2024 16:38:03 GMT&quot;},&quot;embedAlt&quot;:null,&quot;subtitle&quot;:null,&quot;embedHref&quot;:null,&quot;titleHref&quot;:null,&quot;titleAfter&quot;:&quot;Republican bound delegates&quot;,&quot;titleDuring&quot;:&quot;Republican bound delegates&quot;,&quot;componentKey&quot;:&quot;2024primaries-PR-US-*-DelegateTracker&quot;,&quot;electionEvent&quot;:&quot;2024primaries&quot;,&quot;hideAccordion&quot;:false,&quot;noRenderColor&quot;:null,&quot;selectedParty&quot;:&quot;R&quot;,&quot;footerLinkHref&quot;:null,&quot;footerLinkText&quot;:null,&quot;overrideFeedURL&quot;:null,&quot;componentVariation&quot;:&quot;politics-delegate-tracker&quot;,&quot;projectedWinnerText&quot;:null,&quot;overrideComponentKey&quot;:null,&quot;overrideFeatureFlagURL&quot;:null,&quot;suppressColorsUntilConfig&quot;:true,&quot;suppressFeaturesUntilConfig&quot;:true}\" data-key=\"2024primaries-PR-US-*-DelegateTracker\"><article data-mode=\"during\" style=\"--winnerPartyColor: #ff4a43;\" class=\"cnn-pcl-fm1ncy called-1bIiML\"><div class=\"header-container-2NUUsd cnn-pcl-1k0jrn2\"><h2 class=\"cnn-pcl-1k0jrn2\">Republican bound delegates</h2>  <div class=\"action-button-MXWPft cnn-pcl-1k0jrn2\"></div></div> <table class=\"cnn-pcl-xtr4hv\"><thead class=\"cnn-pcl-xtr4hv\"><tr class=\"cnn-pcl-xtr4hv\"><th class=\"cnn-pcl-xtr4hv\">Candidate</th> <th class=\"cnn-pcl-xtr4hv\">1,215 to win <span class=\"total-delegates-ADQTa2 cnn-pcl-xtr4hv\">(out of 2,429)</span></th> <th class=\"cnn-pcl-xtr4hv\">Bound Delegates</th></tr></thead> <tbody class=\"cnn-pcl-xtr4hv\"><tr style=\"--background: #A3000027; --candidateColor: #A30000; --delegateDroppedOut: #6e6e6e; --display: table-row;\" class=\"cnn-pcl-xtr4hv isWinner-7j8KXa\"><td class=\"col-candidate-name-1pAsq5 cnn-pcl-xtr4hv\"><span class=\"cnn-pcl-xtr4hv\"><span class=\"race-indicator-zone-2TE5h7 cnn-pcl-xtr4hv\"><span class=\"candidate-icon-indicator cnn-pcl-xtr4hv\" data-testid=\"delegate-tracker-table-checkmark\"><svg width=\"14\" height=\"14\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span></span> <span class=\"full-name-3lhPUj cnn-pcl-xtr4hv\">Donald Trump </span></span></td> <td class=\"col-progress-bar-HuBjC8 cnn-pcl-xtr4hv\"><div class=\"progress-bar-bdx54d cnn-pcl-xtr4hv\" style=\"--progressBarBackgroundColor: #d3d3d3;\"><div class=\"percentage-29wjBM cnn-pcl-xtr4hv\" style=\"--progressbarColor: #A30000; --progressbarWidth: 100%;\"></div></div></td> <td class=\"col-delegates cnn-pcl-xtr4hv\">1,863 <span class=\"delegate-ahead-count-No29zo cnn-pcl-xtr4hv\" data-testid=\"aheadcount\">1,772 ahead</span></td></tr><tr style=\"--background: #ffffff; --candidateColor: #6e6e6e; --delegateDroppedOut: #6e6e6e; --display: table-row;\" class=\"cnn-pcl-xtr4hv\"><td class=\"col-candidate-name-1pAsq5 cnn-pcl-xtr4hv\"><span class=\"cnn-pcl-xtr4hv\"><span class=\"race-indicator-zone-2TE5h7 cnn-pcl-xtr4hv\"></span> <span class=\"full-name-3lhPUj cnn-pcl-xtr4hv\">Nikki Haley <span class=\"dropped-out-1AJ89G cnn-pcl-xtr4hv\">DROPPED OUT</span></span></span></td> <td class=\"col-progress-bar-HuBjC8 cnn-pcl-xtr4hv\"><div class=\"progress-bar-bdx54d cnn-pcl-xtr4hv\" style=\"--progressBarBackgroundColor: #d3d3d3;\"><div class=\"percentage-29wjBM cnn-pcl-xtr4hv\" style=\"--progressbarColor: #6e6e6e; --progressbarWidth: 7.489711934156379%;\"></div></div></td> <td class=\"col-delegates cnn-pcl-xtr4hv\">91 </td></tr><tr style=\"--background: #ffffff; --candidateColor: #6e6e6e; --delegateDroppedOut: #6e6e6e; --display: none;\" class=\"cnn-pcl-xtr4hv\"><td class=\"col-candidate-name-1pAsq5 cnn-pcl-xtr4hv\"><span class=\"cnn-pcl-xtr4hv\"><span class=\"race-indicator-zone-2TE5h7 cnn-pcl-xtr4hv\"></span> <span class=\"full-name-3lhPUj cnn-pcl-xtr4hv\">Ron DeSantis <span class=\"dropped-out-1AJ89G cnn-pcl-xtr4hv\">DROPPED OUT</span></span></span></td> <td class=\"col-progress-bar-HuBjC8 cnn-pcl-xtr4hv\"><div class=\"progress-bar-bdx54d cnn-pcl-xtr4hv\" style=\"--progressBarBackgroundColor: #d3d3d3;\"><div class=\"percentage-29wjBM cnn-pcl-xtr4hv\" style=\"--progressbarColor: #6e6e6e; --progressbarWidth: 0.7407407407407408%;\"></div></div></td> <td class=\"col-delegates cnn-pcl-xtr4hv\">9 </td></tr><tr style=\"--background: #ffffff; --candidateColor: #6e6e6e; --delegateDroppedOut: #6e6e6e; --display: none;\" class=\"cnn-pcl-xtr4hv\"><td class=\"col-candidate-name-1pAsq5 cnn-pcl-xtr4hv\"><span class=\"cnn-pcl-xtr4hv\"><span class=\"race-indicator-zone-2TE5h7 cnn-pcl-xtr4hv\"></span> <span class=\"full-name-3lhPUj cnn-pcl-xtr4hv\">Vivek Ramaswamy <span class=\"dropped-out-1AJ89G cnn-pcl-xtr4hv\">DROPPED OUT</span></span></span></td> <td class=\"col-progress-bar-HuBjC8 cnn-pcl-xtr4hv\"><div class=\"progress-bar-bdx54d cnn-pcl-xtr4hv\" style=\"--progressBarBackgroundColor: #d3d3d3;\"><div class=\"percentage-29wjBM cnn-pcl-xtr4hv\" style=\"--progressbarColor: #6e6e6e; --progressbarWidth: 0.24691358024691357%;\"></div></div></td> <td class=\"col-delegates cnn-pcl-xtr4hv\">3 </td></tr> <tr class=\"accordion-row-2KcLFL cnn-pcl-xtr4hv\" data-testid=\"table-accordion\"><td colspan=\"3\" class=\"accordion-container cnn-pcl-xtr4hv\"><div data-testid=\"accordion\" class=\"cnn-pcl-xtr4hv\"><div class=\"accordion-container cnn-pcl-1gfshy2\"><h3 class=\"cnn-pcl-1gfshy2\"><button type=\"button\" aria-controls=\"sect1\" aria-expanded=\"false\" id=\"accordion1id\" class=\"cnn-pcl-1gfshy2\"><span data-accordion-type=\"with-icon\" class=\"cnn-pcl-1gfshy2\">More candidates</span> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\"><title id=\"plus-exapand-vossi-icon\">Plus Expand Icon</title><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M13.5 10.5V3.66667C13.5 2.75 12.825 2 12 2C11.175 2 10.5 2.75 10.5 3.66667V10.5H3.66667C2.75 10.5 2 11.175 2 12C2 12.825 2.75 13.5 3.66667 13.5H10.5V20.3333C10.5 21.25 11.175 22 12 22C12.825 22 13.5 21.25 13.5 20.3333V13.5H20.3333C21.25 13.5 22 12.825 22 12C22 11.175 21.25 10.5 20.3333 10.5H13.5Z\"></path><mask id=\"mask0_165_10853\" style=\"mask-type:luminance\" maskUnits=\"userSpaceOnUse\" x=\"2\" y=\"2\" width=\"12\" height=\"12\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M13.5 10.5V3.66667C13.5 2.75 12.825 2 12 2C11.175 2 10.5 2.75 10.5 3.66667V10.5H3.66667C2.75 10.5 2 11.175 2 12C2 12.825 2.75 13.5 3.66667 13.5H10.5V20.3333C10.5 21.25 11.175 22 12 22C12.825 22 13.5 21.25 13.5 20.3333V13.5H20.3333C21.25 13.5 22 12.825 22 12C22 11.175 21.25 10.5 20.3333 10.5H13.5Z\" fill=\"#ffffff\"></path></mask><g mask=\"url(#mask0_165_10853)\"><rect width=\"16\" height=\"16\"></rect></g></svg></button></h3> </div></div></td></tr></tbody> <tfoot class=\"cnn-pcl-xtr4hv\"><tr class=\"cnn-pcl-xtr4hv\"><td colspan=\"3\" class=\"icon-informational-32GQ2W cnn-pcl-xtr4hv\"><span data-testid=\"iconinformational\" class=\"cnn-pcl-xtr4hv\"><svg width=\"10\" height=\"10\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> Projected Winner</td></tr></tfoot></table> <footer class=\"cnn-pcl-13at84h\"><div class=\"footer-info-cDvY3f cnn-pcl-13at84h\"> <p class=\"cnn-pcl-13at84h\"><span class=\"next-update-3RWuW_ cnn-pcl-13at84h\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></p></div> </footer></article></div>\\n  <div data-uri=\"cms.cnn.com/_components/politics-delegate-tracker/instances/cltdjdvod001n3b6h1bua0obk@published\" class=\"politics-delegate-tracker\" data-editable=\"settings\" data-state=\"{&quot;_ref&quot;:&quot;cms.cnn.com/_components/politics-delegate-tracker/instances/cltdjdvod001n3b6h1bua0obk@published&quot;,&quot;rows&quot;:5,&quot;result&quot;:{&quot;essEnvKey&quot;:&quot;production-key&quot;,&quot;superDelegatesAtStake&quot;:0,&quot;formattedDelegateType&quot;:null,&quot;aheadRegular&quot;:3031,&quot;cumulativeDelegateKey&quot;:&quot;0.DEM&quot;,&quot;regularDelegatesAtStake&quot;:3934,&quot;neededToWin&quot;:1968,&quot;totalDelegatesAtStake&quot;:3934,&quot;totalAllocatedDelegates&quot;:3086,&quot;aheadTotal&quot;:3031,&quot;lastUpdated&quot;:&quot;&quot;,&quot;candidates&quot;:[{&quot;lastName&quot;:&quot;Biden&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;gender&quot;:&quot;M&quot;,&quot;fullName&quot;:&quot;Joe Biden&quot;,&quot;percent&quot;:&quot;&quot;,&quot;isWinner&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Joe&quot;,&quot;delegateTracking&quot;:true,&quot;percentDecimal&quot;:&quot;&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;regularDelegates&quot;:3057,&quot;candidateId&quot;:1036,&quot;dropOutDate&quot;:null,&quot;percentNeededDecimal&quot;:&quot;&quot;,&quot;formattedTotalDelegates&quot;:&quot;&quot;},{&quot;lastName&quot;:&quot;Uncommitted&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;gender&quot;:&quot;&quot;,&quot;fullName&quot;:&quot;Uncommitted&quot;,&quot;percent&quot;:&quot;&quot;,&quot;isWinner&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;&quot;,&quot;delegateTracking&quot;:true,&quot;percentDecimal&quot;:&quot;&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;regularDelegates&quot;:26,&quot;candidateId&quot;:100004,&quot;dropOutDate&quot;:null,&quot;percentNeededDecimal&quot;:&quot;&quot;,&quot;formattedTotalDelegates&quot;:&quot;&quot;},{&quot;lastName&quot;:&quot;Palmer&quot;,&quot;totalDelegates&quot;:&quot;&quot;,&quot;gender&quot;:&quot;M&quot;,&quot;fullName&quot;:&quot;Jason Palmer&quot;,&quot;percent&quot;:&quot;&quot;,&quot;isWinner&quot;:&quot;&quot;,&quot;firstName&quot;:&quot;Jason&quot;,&quot;delegateTracking&quot;:true,&quot;percentDecimal&quot;:&quot;&quot;,&quot;middleName&quot;:&quot;&quot;,&quot;regularDelegates&quot;:3,&quot;candidateId&quot;:20077070,&quot;dropOutDate&quot;:null,&quot;percentNeededDecimal&quot;:&quot;&quot;,&quot;formattedTotalDelegates&quot;:&quot;&quot;}],&quot;winner&quot;:&quot;&quot;,&quot;electionDate&quot;:null,&quot;state&quot;:{&quot;fipsCode&quot;:&quot;00&quot;,&quot;title&quot;:&quot;UNITED STATES&quot;,&quot;abbreviation&quot;:&quot;US&quot;,&quot;stateId&quot;:0},&quot;regularAllocatedDelegates&quot;:3086,&quot;ecKey&quot;:&quot;2024-PD-US&quot;,&quot;extractedAt&quot;:&quot;2024-04-18T05:35:32.162243&quot;,&quot;party&quot;:{&quot;partyName&quot;:&quot;Democratic&quot;,&quot;partyAbbreviation&quot;:&quot;D&quot;,&quot;partyId&quot;:&quot;DEM&quot;,&quot;majorParty&quot;:true},&quot;cid&quot;:&quot;ESS::Delegates::1713418531994&quot;},&quot;altText&quot;:null,&quot;isEmbed&quot;:false,&quot;__fields&quot;:{&quot;status&quot;:&quot;active-updated&quot;,&quot;created_at&quot;:&quot;Tue, 05 Mar 2024 13:07:26 GMT&quot;,&quot;updated_at&quot;:&quot;Wed, 27 Mar 2024 16:38:03 GMT&quot;},&quot;embedAlt&quot;:null,&quot;subtitle&quot;:null,&quot;embedHref&quot;:null,&quot;titleHref&quot;:null,&quot;titleAfter&quot;:&quot;Democratic pledged delegates&quot;,&quot;titleDuring&quot;:&quot;Democratic pledged delegates&quot;,&quot;componentKey&quot;:&quot;2024primaries-PD-US-*-DelegateTracker&quot;,&quot;electionEvent&quot;:&quot;2024primaries&quot;,&quot;hideAccordion&quot;:false,&quot;noRenderColor&quot;:null,&quot;selectedParty&quot;:&quot;D&quot;,&quot;footerLinkHref&quot;:null,&quot;footerLinkText&quot;:null,&quot;overrideFeedURL&quot;:null,&quot;componentVariation&quot;:&quot;politics-delegate-tracker&quot;,&quot;projectedWinnerText&quot;:null,&quot;overrideComponentKey&quot;:null,&quot;overrideFeatureFlagURL&quot;:null,&quot;suppressColorsUntilConfig&quot;:true,&quot;suppressFeaturesUntilConfig&quot;:true}\" data-key=\"2024primaries-PD-US-*-DelegateTracker\"><article data-mode=\"during\" style=\"--winnerPartyColor: #1a6aff;\" class=\"cnn-pcl-fm1ncy called-1bIiML\"><div class=\"header-container-2NUUsd cnn-pcl-1k0jrn2\"><h2 class=\"cnn-pcl-1k0jrn2\">Democratic pledged delegates</h2>  <div class=\"action-button-MXWPft cnn-pcl-1k0jrn2\"></div></div> <table class=\"cnn-pcl-xtr4hv\"><thead class=\"cnn-pcl-xtr4hv\"><tr class=\"cnn-pcl-xtr4hv\"><th class=\"cnn-pcl-xtr4hv\">Candidate</th> <th class=\"cnn-pcl-xtr4hv\">1,968 to win <span class=\"total-delegates-ADQTa2 cnn-pcl-xtr4hv\">(out of 3,934)</span></th> <th class=\"cnn-pcl-xtr4hv\">Pledged Delegates</th></tr></thead> <tbody class=\"cnn-pcl-xtr4hv\"><tr style=\"--background: #186CFD27; --candidateColor: #186CFD; --delegateDroppedOut: #6e6e6e; --display: table-row;\" class=\"cnn-pcl-xtr4hv isWinner-7j8KXa\"><td class=\"col-candidate-name-1pAsq5 cnn-pcl-xtr4hv\"><span class=\"cnn-pcl-xtr4hv\"><span class=\"race-indicator-zone-2TE5h7 cnn-pcl-xtr4hv\"><span class=\"candidate-icon-indicator cnn-pcl-xtr4hv\" data-testid=\"delegate-tracker-table-checkmark\"><svg width=\"14\" height=\"14\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span></span> <span class=\"full-name-3lhPUj cnn-pcl-xtr4hv\">Joe Biden </span></span></td> <td class=\"col-progress-bar-HuBjC8 cnn-pcl-xtr4hv\"><div class=\"progress-bar-bdx54d cnn-pcl-xtr4hv\" style=\"--progressBarBackgroundColor: #d3d3d3;\"><div class=\"percentage-29wjBM cnn-pcl-xtr4hv\" style=\"--progressbarColor: #186CFD; --progressbarWidth: 100%;\"></div></div></td> <td class=\"col-delegates cnn-pcl-xtr4hv\">3,057 <span class=\"delegate-ahead-count-No29zo cnn-pcl-xtr4hv\" data-testid=\"aheadcount\">3,031 ahead</span></td></tr><tr style=\"--background: #ffffff; --candidateColor: #7EA3CE; --delegateDroppedOut: #6e6e6e; --display: table-row;\" class=\"cnn-pcl-xtr4hv\"><td class=\"col-candidate-name-1pAsq5 cnn-pcl-xtr4hv\"><span class=\"cnn-pcl-xtr4hv\"><span class=\"race-indicator-zone-2TE5h7 cnn-pcl-xtr4hv\"></span> <span class=\"full-name-3lhPUj cnn-pcl-xtr4hv\">Uncommitted </span></span></td> <td class=\"col-progress-bar-HuBjC8 cnn-pcl-xtr4hv\"><div class=\"progress-bar-bdx54d cnn-pcl-xtr4hv\" style=\"--progressBarBackgroundColor: #d3d3d3;\"><div class=\"percentage-29wjBM cnn-pcl-xtr4hv\" style=\"--progressbarColor: #7EA3CE; --progressbarWidth: 1.321138211382114%;\"></div></div></td> <td class=\"col-delegates cnn-pcl-xtr4hv\">26 </td></tr><tr style=\"--background: #ffffff; --candidateColor: #0AAC8D; --delegateDroppedOut: #6e6e6e; --display: table-row;\" class=\"cnn-pcl-xtr4hv\"><td class=\"col-candidate-name-1pAsq5 cnn-pcl-xtr4hv\"><span class=\"cnn-pcl-xtr4hv\"><span class=\"race-indicator-zone-2TE5h7 cnn-pcl-xtr4hv\"></span> <span class=\"full-name-3lhPUj cnn-pcl-xtr4hv\">Jason Palmer </span></span></td> <td class=\"col-progress-bar-HuBjC8 cnn-pcl-xtr4hv\"><div class=\"progress-bar-bdx54d cnn-pcl-xtr4hv\" style=\"--progressBarBackgroundColor: #d3d3d3;\"><div class=\"percentage-29wjBM cnn-pcl-xtr4hv\" style=\"--progressbarColor: #0AAC8D; --progressbarWidth: 0.1524390243902439%;\"></div></div></td> <td class=\"col-delegates cnn-pcl-xtr4hv\">3 </td></tr> </tbody> <tfoot class=\"cnn-pcl-xtr4hv\"><tr class=\"cnn-pcl-xtr4hv\"><td colspan=\"3\" class=\"icon-informational-32GQ2W cnn-pcl-xtr4hv\"><span data-testid=\"iconinformational\" class=\"cnn-pcl-xtr4hv\"><svg width=\"10\" height=\"10\" aria-label=\"Race called\" role=\"img\" viewBox=\"0 0 16 16\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" data-icon=\"checkmark\"><g id=\"icons\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"icon-/-checkmark--/-dem\"><path d=\"M0,8 C0,12.4181333 3.58186667,16 8,16 C12.4181333,16 16,12.4181333 16,8 C16,3.5816 12.4181333,0 8,0 C3.58186667,0 0,3.5816 0,8 Z\" id=\"path-1-copy\" fill=\"#030000\"></path><path d=\"M13.5967059,5.98070588 L8.248,11.3294118 L7.24329412,12.3341176 C7.10541176,12.472 6.93788235,12.5407059 6.74117647,12.5407059 C6.544,12.5407059 6.37647059,12.472 6.23858824,12.3341176 L5.23435294,11.3294118 L2.55952941,8.65505882 C2.42164706,8.51717647 2.35294118,8.34964706 2.35294118,8.15294118 C2.35294118,7.95576471 2.42164706,7.78823529 2.55952941,7.65035294 L3.56470588,6.64564706 C3.70258824,6.50823529 3.86964706,6.43905882 4.06682353,6.43905882 C4.264,6.43905882 4.43105882,6.50823529 4.56894118,6.64564706 L6.74117647,8.82494118 L11.5872941,3.97129412 C11.7247059,3.83341176 11.8922353,3.76470588 12.0894118,3.76470588 C12.2865882,3.76470588 12.4541176,3.83341176 12.592,3.97129412 L13.5967059,4.976 C13.7345882,5.11435294 13.8032941,5.28188235 13.8032941,5.47858824 C13.8032941,5.67529412 13.7345882,5.84282353 13.5967059,5.98070588 Z\" id=\"Fill-1\" fill=\"#FFF\"></path></g></g></svg></span> Projected Winner</td></tr></tfoot></table> <footer class=\"cnn-pcl-13at84h\"><div class=\"footer-info-cDvY3f cnn-pcl-13at84h\"> <p class=\"cnn-pcl-13at84h\"><span class=\"next-update-3RWuW_ cnn-pcl-13at84h\"><span data-testid=\"next-update-timer\" class=\"next-update-timer-1K0nuP cnn-pcl-1lgl0jt\"><span class=\"text-1eIsT7 cnn-pcl-1lgl0jt\">Checking for updates in: <span class=\"time-1C6GVD cnn-pcl-1lgl0jt\">08</span> seconds</span></span></span></p></div> </footer></article></div>\\n    </div>\\n      <div class=\"product-zone__ads\">\\n        \\n      </div>\\n  </div>\\n</div>\\n\\n  <div data-uri=\"cms.cnn.com/_components/product-zone/instances/cltdje6w3001o3b6h2ahhtzao@published\" data-analytics-collection=\"zone\" data-selective-publishing=\"true\" class=\"product-zone product-zone product-zone--t-light \" data-collapsed-text=\"CNN Election Center features\">\\n  <div class=\"product-zone__inner has-pseudo-class-fix-layout--balanced-2\">\\n          <h2 class=\"product-zone__title product-zone__title--18-24\">\\n            CNN Election Center features\\n          </h2>\\n    <div class=\"product-zone__items layout--balanced-2\" data-editable=\"items\" data-reorderable-component=\"items\">\\n        \\n\\n\\n<div class=\"container container_grid-2 politics lazy\" data-uri=\"cms.cnn.com/_components/container/instances/cltdje780001q3b6huttph2s5@published\" data-selective-publishing=\"true\" data-collapsed-text=\"\">\\n    <div class=\"container__ads container_grid-2__ads\">\\n      \\n    </div>\\n        <div class=\"container__kicker\" data-editable=\"kicker\">\\n        </div>\\n\\n    <div class=\"container_grid-2__cards-wrapper\">\\n      <div class=\"container__field-wrapper container_grid-2__field-wrapper\">\\n        <div class=\"container__field-links container_grid-2__field-links\" data-editable=\"cards\">\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clrdnydlc000g3b6hh1q4e7nx@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_grid-2__item container_grid-2__item--type-section \" 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data-image-variation=\"image\" data-name=\"road to 270.jpg\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5621959694232106\" data-original-height=\"809\" data-original-width=\"1439\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/road-to-270-20240203181227935.jpg?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/road-to-270-20240203181227935.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/road-to-270-20240203181227935.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/road-to-270-20240203181227935.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/road-to-270-20240203181227935.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/road-to-270-20240203181227935.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"road to 270.jpg\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"809\" width=\"1439\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/election/2024/electoral-college-map?game-id=2024-PG-CNN-ratings&amp;game-view=map\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div class=\"container__text container_grid-2__text\">\\n            <div class=\"container__headline container_grid-2__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Make your own predictions for who will win the White House</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clrdnydld000h3b6h4fm6i0yd@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_grid-2__item container_grid-2__item--type-section \" data-component-name=\"card\" data-open-link=\"https://www.cnn.com/election/2024/calendar\" data-page=\"cms.cnn.com/_components/card/instances/clr9cw0za001g3b6j5bviimkx\" data-editable=\"settings\">\\n    \\n        \\n        \\n    <a href=\"https://www.cnn.com/election/2024/calendar\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                            <div class=\"container__item-media-wrapper container_grid-2__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_grid-2__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clrdnydld000n3b6h34xtnlg5@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"Election Calendar.jpg\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5621959694232106\" data-original-height=\"809\" data-original-width=\"1439\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/election-calendar-20240203181311346.jpg?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/election-calendar-20240203181311346.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/election-calendar-20240203181311346.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/election-calendar-20240203181311346.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/election-calendar-20240203181311346.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/election-calendar-20240203181311346.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"Election Calendar.jpg\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"809\" width=\"1439\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/election/2024/calendar\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div class=\"container__text container_grid-2__text\">\\n            <div class=\"container__headline container_grid-2__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Get all the important election dates you need to know</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n        </div>\\n      </div>\\n    </div>\\n\\n</div>\\n\\n  \\n\\n\\n<div class=\"container container_grid-2 politics lazy\" data-uri=\"cms.cnn.com/_components/container/instances/cltdje79h001r3b6hsds07ppc@published\" data-selective-publishing=\"true\" data-collapsed-text=\"\">\\n    <div class=\"container__ads container_grid-2__ads\">\\n      \\n    </div>\\n        <div class=\"container__kicker\" data-editable=\"kicker\">\\n        </div>\\n\\n    <div class=\"container_grid-2__cards-wrapper\">\\n      <div class=\"container__field-wrapper container_grid-2__field-wrapper\">\\n        <div class=\"container__field-links container_grid-2__field-links\" data-editable=\"cards\">\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clt5377mp000f3b6fk6640rs3@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_grid-2__item container_grid-2__item--type-section \" data-component-name=\"card\" data-open-link=\"https://www.cnn.com/election/2024/primaries-and-caucuses/exit-polls/south-carolina/republican-primary/0\" data-page=\"cms.cnn.com/_components/card/instances/clt534z4x00003b6fozae7703\" data-editable=\"settings\">\\n    \\n        \\n        \\n    <a href=\"https://www.cnn.com/election/2024/primaries-and-caucuses/exit-polls/south-carolina/republican-primary/0\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                            <div class=\"container__item-media-wrapper container_grid-2__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_grid-2__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clt5377o9000g3b6f131w1y91@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"Exit Polls.jpg\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5621959694232106\" data-original-height=\"809\" data-original-width=\"1439\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/exit-polls-20240228005700497.jpg?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/exit-polls-20240228005700497.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/exit-polls-20240228005700497.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/exit-polls-20240228005700497.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/exit-polls-20240228005700497.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/exit-polls-20240228005700497.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"Exit Polls.jpg\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"809\" width=\"1439\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/election/2024/primaries-and-caucuses/exit-polls/south-carolina/republican-primary/0\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div class=\"container__text container_grid-2__text\">\\n            <div class=\"container__headline container_grid-2__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Exit poll results for 2024 presidential primaries and caucuses.</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clrdnyhq100123b6h1mn5e749@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_grid-2__item container_grid-2__item--type-section \" data-component-name=\"card\" data-open-link=\"https://www.cnn.com/election/2024/presidential-candidates\" data-page=\"cms.cnn.com/_components/card/instances/clr9d04x2001x3b6jhfof3btn\" data-editable=\"settings\">\\n    \\n        \\n        \\n    <a href=\"https://www.cnn.com/election/2024/presidential-candidates\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                            <div class=\"container__item-media-wrapper container_grid-2__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_grid-2__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clrdnyhq100183b6hrf2ad2ce@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"Presidential candidates.jpg\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5621959694232106\" data-original-height=\"809\" data-original-width=\"1439\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/presidential-candidates.jpg?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/presidential-candidates.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/presidential-candidates.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/presidential-candidates.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/presidential-candidates.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/presidential-candidates.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"Presidential candidates.jpg\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"809\" width=\"1439\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/election/2024/presidential-candidates\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div class=\"container__text container_grid-2__text\">\\n            <div class=\"container__headline container_grid-2__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Who’s running? Who has dropped out?</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n        </div>\\n      </div>\\n    </div>\\n\\n</div>\\n\\n    </div>\\n      <div class=\"product-zone__ads\">\\n        \\n      </div>\\n  </div>\\n</div>\\n\\n  <div data-uri=\"cms.cnn.com/_components/product-zone/instances/cltdjejpa00243b6hnjadyt0n@published\" data-analytics-collection=\"zone\" data-selective-publishing=\"true\" class=\"product-zone product-zone product-zone--t-light \" data-collapsed-text=\"\">\\n  <div class=\"product-zone__inner has-pseudo-class-fix-layout--balanced-3\">\\n    <div class=\"product-zone__items layout--balanced-3\" data-editable=\"items\" data-reorderable-component=\"items\">\\n        \\n\\n\\n<div class=\"container container_lead-plus-headlines politics lazy\" data-uri=\"cms.cnn.com/_components/container/instances/cltdjejzu00263b6h5ax0jpq3@published\" data-selective-publishing=\"true\" data-collapsed-text=\"Latest news\">\\n    <div class=\"container__ads container_lead-plus-headlines__ads\">\\n      \\n    </div>\\n        <div class=\"container__kicker\" data-editable=\"kicker\">\\n        </div>\\n      <div class=\"container__title container_lead-plus-headlines__title container__title--bold \" data-editable=\"titleLink\">\\n        <h2 class=\"container__title-text container_lead-plus-headlines__title-text\" data-editable=\"title\">Latest news</h2>\\n      </div>\\n\\n    <div class=\"container_lead-plus-headlines__cards-wrapper\">\\n      <div class=\"container__field-wrapper container_lead-plus-headlines__field-wrapper\">\\n        <div class=\"container__field-links container_lead-plus-headlines__field-links\" data-editable=\"cards\">\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv402d4k00003b6ixq885z85@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/2024/04/17/politics/biden-tariffs-chinese-steel-economic-pitch/index.html\" data-page=\"cms.cnn.com/_pages/clv3631oi0000v9qk5wtv436m@published\" data-editable=\"settings\" data-word-count=\"837\" data-section=\"politics\">\\n    \\n        \\n        \\n    <a href=\"/2024/04/17/politics/biden-tariffs-chinese-steel-economic-pitch/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                            <div class=\"container__item-media-wrapper container_lead-plus-headlines__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_lead-plus-headlines__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clv402dyb00083b6ifbqov92i@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"2024-04-16T230841Z_1263964568_RC2Y77AJKXSE_RTRMADP_3_USA-BIDEN.JPG\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.6666666666666666\" data-original-height=\"2000\" data-original-width=\"3000\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/2024-04-16t230841z-1263964568-rc2y77ajkxse-rtrmadp-3-usa-biden.JPG?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/2024-04-16t230841z-1263964568-rc2y77ajkxse-rtrmadp-3-usa-biden.JPG?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/2024-04-16t230841z-1263964568-rc2y77ajkxse-rtrmadp-3-usa-biden.JPG?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/2024-04-16t230841z-1263964568-rc2y77ajkxse-rtrmadp-3-usa-biden.JPG?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/2024-04-16t230841z-1263964568-rc2y77ajkxse-rtrmadp-3-usa-biden.JPG?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/2024-04-16t230841z-1263964568-rc2y77ajkxse-rtrmadp-3-usa-biden.JPG?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"U.S. President Joe Biden speaks with supporters and volunteers attending a campaign training event at the Carpenters and Joiners Local 445 in Scranton, Pennsylvania, U.S., April 16, 2024. REUTERS/Elizabeth Frantz REFILE - QUALITY REPEAT\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"2000\" width=\"3000\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">Elizabeth Frantz/Reuters</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"/2024/04/17/politics/biden-tariffs-chinese-steel-economic-pitch/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Biden to call for a tripling of tariffs on Chinese steel as he makes economic pitch in Pittsburgh</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv403hca00093b6ii4qyngm5@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/2024/04/16/politics/alabama-election-house-shomari-figures/index.html\" data-page=\"cms.cnn.com/_pages/clv35os3n000trbng15gedu3p@published\" data-editable=\"settings\" data-word-count=\"568\" data-section=\"politics\">\\n    \\n            <a href=\"/2024/04/16/politics/alabama-election-house-shomari-figures/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">General election matchup set in potentially historic race for new Alabama district, CNN projects</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv34sbb100003b6i0ga1ev34@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/2024/04/16/politics/takeaways-trump-hush-money-trial-day-2/index.html\" data-page=\"cms.cnn.com/_pages/clv2z0gh10000lenk0o9v7q3z@published\" data-editable=\"settings\" data-word-count=\"1376\" data-section=\"politics\">\\n    \\n            <a href=\"/2024/04/16/politics/takeaways-trump-hush-money-trial-day-2/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Takeaways from the second day of jury selection in Trump’s hush money trial</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n        </div>\\n      </div>\\n    </div>\\n\\n</div>\\n\\n  \\n\\n\\n<div class=\"container container_lead-plus-headlines politics lazy\" data-uri=\"cms.cnn.com/_components/container/instances/cltdjek1h00273b6hcibc41ja@published\" data-selective-publishing=\"true\" data-collapsed-text=\"Analysis\">\\n    <div class=\"container__ads container_lead-plus-headlines__ads\">\\n      \\n    </div>\\n        <div class=\"container__kicker\" data-editable=\"kicker\">\\n        </div>\\n      <div class=\"container__title container_lead-plus-headlines__title container__title--bold \" data-editable=\"titleLink\">\\n        <h2 class=\"container__title-text container_lead-plus-headlines__title-text\" data-editable=\"title\">Analysis</h2>\\n      </div>\\n\\n    <div class=\"container_lead-plus-headlines__cards-wrapper\">\\n      <div class=\"container__field-wrapper container_lead-plus-headlines__field-wrapper\">\\n        <div class=\"container__field-links container_lead-plus-headlines__field-links\" data-editable=\"cards\">\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv40kare00003b6i4k7rczcw@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/2024/04/16/politics/abortion-democrats-freedom-messaging/index.html\" data-page=\"cms.cnn.com/_pages/clv2y5l8o000tjfng0v07gsx0@published\" data-editable=\"settings\" data-word-count=\"2204\" data-section=\"politics\">\\n    \\n        \\n        \\n    <a href=\"/2024/04/16/politics/abortion-democrats-freedom-messaging/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                            <div class=\"container__item-media-wrapper container_lead-plus-headlines__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_lead-plus-headlines__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clv40kawu00083b6immmgbi4z@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.6666666666666666\" data-original-height=\"2000\" data-original-width=\"3000\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/bc56ff7a-5e96-468d-93c1-418068e7e891.jpg?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/bc56ff7a-5e96-468d-93c1-418068e7e891.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/bc56ff7a-5e96-468d-93c1-418068e7e891.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/bc56ff7a-5e96-468d-93c1-418068e7e891.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/bc56ff7a-5e96-468d-93c1-418068e7e891.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/bc56ff7a-5e96-468d-93c1-418068e7e891.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"President Joe Biden speaks during a campaign event in Scranton, Pennsylvania on April 16.\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"2000\" width=\"3000\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">Paul Weaver/Sipa/AP</figcaption>\\n      </div>\\n    \\n</div>\\n\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"/2024/04/16/politics/abortion-democrats-freedom-messaging/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Why Biden and Democrats are talking so much about freedom</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv1p90la00003b6ie6x8xgd1@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/2024/04/15/politics/trump-trial-day-1-what-matters/index.html\" data-page=\"cms.cnn.com/_pages/clv16ja3u0000c1p681q2egx3@published\" data-editable=\"settings\" data-word-count=\"1124\" data-section=\"politics\">\\n    \\n            <a href=\"/2024/04/15/politics/trump-trial-day-1-what-matters/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Trump has an unusual request on trial Day 1</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv0zrqvn00003b6ixbyslpr0@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/2024/04/14/politics/trump-first-criminal-trial-analysis/index.html\" data-page=\"cms.cnn.com/_pages/clv06trhg000064noeef91zwl@published\" data-editable=\"settings\" data-word-count=\"2016\" data-section=\"politics\">\\n    \\n            <a href=\"/2024/04/14/politics/trump-first-criminal-trial-analysis/index.html\" class=\"container__link container__link--type-article container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"article\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">Trump’s first criminal trial is a historic and solemn moment for America</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n        </div>\\n      </div>\\n    </div>\\n\\n</div>\\n\\n  \\n\\n\\n<div class=\"container container_lead-plus-headlines politics lazy\" data-uri=\"cms.cnn.com/_components/container/instances/cltdjek3400283b6hbcelyuv4@published\" data-selective-publishing=\"true\" data-collapsed-text=\"Election video\">\\n    <div class=\"container__ads container_lead-plus-headlines__ads\">\\n      \\n    </div>\\n        <div class=\"container__kicker\" data-editable=\"kicker\">\\n        </div>\\n      <div class=\"container__title container_lead-plus-headlines__title container__title--bold \" data-editable=\"titleLink\">\\n        <h2 class=\"container__title-text container_lead-plus-headlines__title-text\" data-editable=\"title\">Election video</h2>\\n      </div>\\n\\n    <div class=\"container_lead-plus-headlines__cards-wrapper\">\\n      <div class=\"container__field-wrapper container_lead-plus-headlines__field-wrapper\">\\n        <div class=\"container__field-links container_lead-plus-headlines__field-links\" data-editable=\"cards\">\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv40ldtd000i3b6imixvp9wi@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/2024/04/16/politics/video/tuchman-texas-voters-trump-trial-dnt-digvid\" data-page=\"cms.cnn.com/_pages/clv35ejvb0000rbpdfeqqdhak@published\" data-editable=\"settings\" data-video-duration=\"03:19\" data-section=\"politics\">\\n    \\n        \\n        \\n    <a href=\"/2024/04/16/politics/video/tuchman-texas-voters-trump-trial-dnt-digvid\" class=\"container__link container__link--type-video container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"video\">\\n                            <div class=\"container__item-media-wrapper container_lead-plus-headlines__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_lead-plus-headlines__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clv40ldwu000k3b6iyuhg8m90@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"tuchman dnt.jpg\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5625\" data-original-height=\"1080\" data-original-width=\"1920\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/tuchman-dnt.jpg?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/tuchman-dnt.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/tuchman-dnt.jpg?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/tuchman-dnt.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/tuchman-dnt.jpg?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/tuchman-dnt.jpg?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"tuchman dnt.jpg\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"1080\" width=\"1920\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n                <div class=\"card__label card__label--type-video\">\\n                    <span class=\"card__label-icon\"></span>\\n                    <span class=\"card__label-bull-span\">\\n                    <span class=\"card__label-indicator\">•</span>Video</span>\\n                    <span class=\"card__label--duration\">3:19</span>\\n                </div>\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"/2024/04/16/politics/video/tuchman-texas-voters-trump-trial-dnt-digvid\" class=\"container__link container__link--type-video container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"video\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                                <span class=\"container__text-label container__text-label--type-video container_lead-plus-headlines__text-label container_lead-plus-headlines__text-label--type-video\">Video</span>\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">96% of this county voted for Trump in 2020. Hear what residents there think about the hush money trial</span>\\n                        <span class=\"container__video-duration\"><span class=\"container__video-duration-icon\"></span>3:19</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv40l5he00003b6iti30wpn7@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/videos/politics/2024/04/17/biden-trump-media-stock-value-drop-src-digvid.cnn\" data-page=\"cms.cnn.com/_pages/h_f96465aecde1e02a9486592383d757c6@published\" data-editable=\"settings\" data-video-duration=\"01:59\" data-section=\"politics\">\\n    \\n            <a href=\"/videos/politics/2024/04/17/biden-trump-media-stock-value-drop-src-digvid.cnn\" class=\"container__link container__link--type-video container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"video\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                                <svg class=\"icon-sig-video\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12 3.333c-4.779 0-8.667 3.888-8.667 8.667S7.221 20.667 12 20.667s8.667-3.888 8.667-8.667S16.779 3.333 12 3.333M12 22C6.486 22 2 17.514 2 12S6.486 2 12 2s10 4.486 10 10-4.486 10-10 10m-1.064-6.793l4.61-2.74a.715.715 0 00-.003-1.23l-4.61-2.712a.714.714 0 00-1.076.616v5.452c0 .554.603.897 1.08.614\"></path></svg>\\n\\n                            <span class=\"container__text-label container__text-label--type-video container_lead-plus-headlines__text-label container_lead-plus-headlines__text-label--type-video\">Video</span>\\n<span class=\"container__headline-text\" data-editable=\"headline\">Biden’s dig at Trump Media stock plummet draws laughs from crowd</span>\\n                        <span class=\"container__video-duration\"><span class=\"container__video-duration-icon\"></span>1:59</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clv40l8ew00093b6ivxxkkhv4@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_lead-plus-headlines__item container_lead-plus-headlines__item--type-section \" data-component-name=\"card\" data-open-link=\"/videos/politics/2024/04/17/fox-news-donald-trump-fact-check-claim-phillip-nn-digvid.cnn\" data-page=\"cms.cnn.com/_pages/h_2e972785d380a514561e625571e3b185@published\" data-editable=\"settings\" data-video-duration=\"02:10\" data-section=\"politics\">\\n    \\n            <a href=\"/videos/politics/2024/04/17/fox-news-donald-trump-fact-check-claim-phillip-nn-digvid.cnn\" class=\"container__link container__link--type-video container_lead-plus-headlines__link container_lead-plus-headlines__left container_lead-plus-headlines__light\" data-link-type=\"video\">\\n                <div class=\"container__text container_lead-plus-headlines__text\">\\n            <div class=\"container__headline container_lead-plus-headlines__headline\">\\n                                <svg class=\"icon-sig-video\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12 3.333c-4.779 0-8.667 3.888-8.667 8.667S7.221 20.667 12 20.667s8.667-3.888 8.667-8.667S16.779 3.333 12 3.333M12 22C6.486 22 2 17.514 2 12S6.486 2 12 2s10 4.486 10 10-4.486 10-10 10m-1.064-6.793l4.61-2.74a.715.715 0 00-.003-1.23l-4.61-2.712a.714.714 0 00-1.076.616v5.452c0 .554.603.897 1.08.614\"></path></svg>\\n\\n                            <span class=\"container__text-label container__text-label--type-video container_lead-plus-headlines__text-label container_lead-plus-headlines__text-label--type-video\">Video</span>\\n<span class=\"container__headline-text\" data-editable=\"headline\">CNN fact-checks Trump’s false claim pushed on Fox News</span>\\n                        <span class=\"container__video-duration\"><span class=\"container__video-duration-icon\"></span>2:10</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n        </div>\\n      </div>\\n    </div>\\n\\n</div>\\n\\n    </div>\\n      <div class=\"product-zone__ads\">\\n        \\n      </div>\\n  </div>\\n</div>\\n\\n  <div data-uri=\"cms.cnn.com/_components/product-zone/instances/cltdjf1f000363b6hlpoau83i@published\" data-analytics-collection=\"zone\" data-selective-publishing=\"true\" class=\"product-zone product-zone product-zone--t-light \" data-collapsed-text=\"How can I learn more?\">\\n  <div class=\"product-zone__inner has-pseudo-class-fix-layout--balanced-2\">\\n          <h2 class=\"product-zone__title product-zone__title--18-24\">\\n            How can I learn more?\\n          </h2>\\n    <div class=\"product-zone__items layout--balanced-2\" data-editable=\"items\" data-reorderable-component=\"items\">\\n        \\n\\n\\n<div class=\"container container_grid-2 politics lazy\" data-uri=\"cms.cnn.com/_components/container/instances/cltdjf1pu00383b6hdxq7one0@published\" data-selective-publishing=\"true\" data-collapsed-text=\"\">\\n    <div class=\"container__ads container_grid-2__ads\">\\n      \\n    </div>\\n        <div class=\"container__kicker\" data-editable=\"kicker\">\\n        </div>\\n\\n    <div class=\"container_grid-2__cards-wrapper\">\\n      <div class=\"container__field-wrapper container_grid-2__field-wrapper\">\\n        <div class=\"container__field-links container_grid-2__field-links\" data-editable=\"cards\">\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clrdntzc100023b6hhww2oj61@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_grid-2__item container_grid-2__item--type-section \" data-component-name=\"card\" data-open-link=\"https://www.cnn.com/newsletters/meanwhile-in-america\" data-page=\"cms.cnn.com/_components/card/instances/clonjmyl3000j3b6i3brt1yfk\" data-editable=\"settings\">\\n    \\n        \\n        \\n    <a href=\"https://www.cnn.com/newsletters/meanwhile-in-america\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                            <div class=\"container__item-media-wrapper container_grid-2__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_grid-2__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clrdntzc200053b6h7cqu4vaz@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"meanwhile in america.png\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5659509202453987\" data-original-height=\"369\" data-original-width=\"652\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/meanwhile-in-america.png?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/meanwhile-in-america.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/meanwhile-in-america.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/meanwhile-in-america.png?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/meanwhile-in-america.png?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/meanwhile-in-america.png?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"meanwhile in america.png\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"369\" width=\"652\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n                <div class=\"card__label card__label--type-custom\">\\n                    <span class=\"card__label-icon\"></span>\\n                    <span class=\"card__label-bull-span\">\\n                    <span class=\"card__label-indicator\">•</span>NEWSLETTER</span>\\n                    <span class=\"card__label--duration\">NEWSLETTER</span>\\n                </div>\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/newsletters/meanwhile-in-america\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div 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container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                            <div class=\"container__item-media-wrapper container_grid-2__item-media-wrapper\" data-breakpoints=\"{&quot;card--media-large&quot;: 596}\">\\n        <div class=\"container__item-media  container_grid-2__item-media\">\\n                        <div data-uri=\"cms.cnn.com/_components/image/instances/clrdntzc200063b6hhsqw55og@published\" class=\"image image__hide-placeholder image--eq-extra-small image--eq-small\" data-image-variation=\"image\" data-name=\"what matters.png\" data-component-name=\"image\" data-observe-resizes=\"\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300}\" data-original-ratio=\"0.5659509202453987\" data-original-height=\"369\" data-original-width=\"652\" data-url=\"https://media.cnn.com/api/v1/images/stellar/prod/what-matters.png?c=original\" data-unselectable=\"true\">\\n      \\n    <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/what-matters.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/what-matters.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/what-matters.png?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/what-matters.png?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/what-matters.png?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"what matters.png\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"369\" width=\"652\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n                <div class=\"card__label card__label--type-custom\">\\n                    <span class=\"card__label-icon\"></span>\\n                    <span class=\"card__label-bull-span\">\\n                    <span class=\"card__label-indicator\">•</span>NEWSLETTER</span>\\n                    <span class=\"card__label--duration\">NEWSLETTER</span>\\n                </div>\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/newsletters/what-matters\" 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&quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/axe-files.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/axe-files.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/axe-files.png?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/axe-files.png?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/axe-files.png?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"axe files.png\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"369\" width=\"652\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n                <div class=\"card__label card__label--type-podcasts\">\\n                    <span class=\"card__label-icon\"></span>\\n                    <span class=\"card__label-bull-span\">\\n                    <span class=\"card__label-indicator\">•</span>Podcast</span>\\n                    <span class=\"card__label--duration\">Podcast</span>\\n                </div>\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/audio/podcasts/axe-files\" class=\"container__link container__link--type-card container_grid-2__link container_grid-2__left container_grid-2__light\" data-link-type=\"card\">\\n                <div class=\"container__text container_grid-2__text\">\\n            <div class=\"container__headline container_grid-2__headline\">\\n                    <span class=\"container__headline-text\" data-editable=\"headline\">The Axe Files with David Axelrod</span>\\n            </div>\\n        </div>\\n    </a>\\n</div>\\n\\n                \\n\\n\\n\\n\\n\\n\\n<div data-uri=\"cms.cnn.com/_components/card/instances/clrdnvjuy000a3b6hmzr562cm@published\" data-created-updated-by=\"true\" class=\"card container__item container__item--type-media-image container__item--type-section container_grid-2__item container_grid-2__item--type-section \" data-component-name=\"card\" data-open-link=\"https://www.cnn.com/audio/podcasts/political-briefing\" data-page=\"cms.cnn.com/_components/card/instances/cll6tplnf001b3b6f9ix5plpp\" data-editable=\"settings\">\\n    \\n        \\n        \\n    <a href=\"https://www.cnn.com/audio/podcasts/political-briefing\" class=\"container__link container__link--type-card 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  <div class=\"image__container \" data-image-variation=\"image\" data-breakpoints=\"{&quot;image--eq-extra-small&quot;: 115, &quot;image--eq-small&quot;: 300, &quot;image--show-credits&quot;: 596}\">\\n       <picture class=\"image__picture\"><source height=\"438\" width=\"780\" media=\"(min-width: 1280px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/political-briefing.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"438\" width=\"780\" media=\"(min-width: 960px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/political-briefing.png?c=16x9&amp;q=h_438,w_780,c_fill\"><source height=\"270\" width=\"480\" media=\"(min-width: 480px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/political-briefing.png?c=16x9&amp;q=h_270,w_480,c_fill\"><source height=\"270\" width=\"480\" media=\"(max-width: 479px)\" srcset=\"https://media.cnn.com/api/v1/images/stellar/prod/political-briefing.png?c=16x9&amp;q=h_270,w_480,c_fill\"><img src=\"https://media.cnn.com/api/v1/images/stellar/prod/political-briefing.png?c=16x9&amp;q=h_438,w_780,c_fill\" alt=\"political briefing.png\" class=\"image__dam-img\" onload=\"this.classList.remove(\\'image__dam-img--loading\\')\" onerror=\"imageLoadError(this)\" height=\"369\" width=\"652\" pinger-seen=\"true\"></picture>\\n    </div>\\n    \\n      <div class=\"image__metadata\">\\n        \\n        <figcaption class=\"image__credit\">CNN</figcaption>\\n      </div>\\n    \\n</div>\\n\\n                <div class=\"card__label card__label--type-podcasts\">\\n                    <span class=\"card__label-icon\"></span>\\n                    <span class=\"card__label-bull-span\">\\n                    <span class=\"card__label-indicator\">•</span>Podcast</span>\\n                    <span class=\"card__label--duration\">Podcast</span>\\n                </div>\\n        </div>\\n    </div>\\n    </a>\\n            <a href=\"https://www.cnn.com/audio/podcasts/political-briefing\" 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Elections\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/business\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business\" data-zjs-component_text=\"Business\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Business\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/tech\" aria-label=\"Business Tech\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/tech\" data-zjs-component_text=\"Tech\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/tech\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Tech\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/media\" aria-label=\"Business Media\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/media\" data-zjs-component_text=\"Media\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/media\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Media\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/financial-calculators\" aria-label=\"Business Calculators\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/financial-calculators\" data-zjs-component_text=\"Calculators\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/financial-calculators\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Calculators\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/videos\" aria-label=\"Business Videos\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/videos\" data-zjs-component_text=\"Videos\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Videos\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/markets\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets\" data-zjs-component_text=\"Markets\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Markets\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/markets/premarkets\" aria-label=\"Markets Pre-markets\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets/premarkets\" data-zjs-component_text=\"Pre-markets\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets/premarkets\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Pre-markets\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/markets/after-hours\" aria-label=\"Markets After-Hours\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets/after-hours\" data-zjs-component_text=\"After-Hours\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets/after-hours\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            After-Hours\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://money.cnn.com/data/hotstocks/\" aria-label=\"Markets Market Movers\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://money.cnn.com/data/hotstocks/\" data-zjs-component_text=\"Market Movers\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://money.cnn.com/data/hotstocks/\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Market Movers\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/markets/fear-and-greed\" aria-label=\"Markets Fear &amp; Greed\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/markets/fear-and-greed\" data-zjs-component_text=\"Fear &amp; Greed\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/markets/fear-and-greed\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Fear &amp; Greed\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://money.cnn.com/data/world_markets/americas/\" aria-label=\"Markets World Markets\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://money.cnn.com/data/world_markets/americas/\" data-zjs-component_text=\"World Markets\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://money.cnn.com/data/world_markets/americas/\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            World Markets\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/business/investing\" aria-label=\"Markets Investing\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/investing\" data-zjs-component_text=\"Investing\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/investing\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Investing\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/investing/markets-now\" aria-label=\"Markets Markets Now\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/investing/markets-now\" data-zjs-component_text=\"Markets Now\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/investing/markets-now\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Markets Now\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/investing/before-the-bell\" aria-label=\"Markets Before the Bell\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/investing/before-the-bell\" data-zjs-component_text=\"Before the Bell\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/investing/before-the-bell\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Before the Bell\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/business/nightcap\" aria-label=\"Markets Nightcap\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/business/nightcap\" data-zjs-component_text=\"Nightcap\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/business/nightcap\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Nightcap\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/opinions\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/opinions\" data-zjs-component_text=\"Opinion\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/opinions\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Opinion\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/opinions/opinion-politics\" aria-label=\"Opinion Political Op-Eds\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/opinions/opinion-politics\" data-zjs-component_text=\"Political Op-Eds\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/opinions/opinion-politics\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Political Op-Eds\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/opinions/opinion-social-issues\" aria-label=\"Opinion Social Commentary\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/opinions/opinion-social-issues\" data-zjs-component_text=\"Social Commentary\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/opinions/opinion-social-issues\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Social Commentary\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/health\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/health\" data-zjs-component_text=\"Health\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/health\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Health\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/interactive/life-but-better/\" aria-label=\"Health Life, But Better\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/interactive/life-but-better/\" data-zjs-component_text=\"Life, But Better\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/interactive/life-but-better/\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Life, But Better\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/fitness-life-but-better\" aria-label=\"Health Fitness\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/fitness-life-but-better\" data-zjs-component_text=\"Fitness\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/fitness-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Fitness\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/food-life-but-better\" aria-label=\"Health Food\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/food-life-but-better\" data-zjs-component_text=\"Food\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/food-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Food\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/sleep-life-but-better\" aria-label=\"Health Sleep\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/sleep-life-but-better\" data-zjs-component_text=\"Sleep\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/sleep-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Sleep\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/mindfulness-life-but-better\" aria-label=\"Health Mindfulness\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/mindfulness-life-but-better\" data-zjs-component_text=\"Mindfulness\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/mindfulness-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Mindfulness\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/health/relationships-life-but-better\" aria-label=\"Health Relationships\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/health/relationships-life-but-better\" data-zjs-component_text=\"Relationships\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/health/relationships-life-but-better\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Relationships\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/entertainment\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment\" data-zjs-component_text=\"Entertainment\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Entertainment\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/entertainment/movies\" aria-label=\"Entertainment Movies\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment/movies\" data-zjs-component_text=\"Movies\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment/movies\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Movies\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/entertainment/tv-shows\" aria-label=\"Entertainment Television\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment/tv-shows\" data-zjs-component_text=\"Television\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment/tv-shows\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Television\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/entertainment/celebrities\" aria-label=\"Entertainment Celebrity\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/entertainment/celebrities\" data-zjs-component_text=\"Celebrity\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/entertainment/celebrities\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Celebrity\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/business/tech\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/business/tech\" data-zjs-component_text=\"Tech\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/business/tech\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Tech\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/innovate\" aria-label=\"Tech Innovate\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/innovate\" data-zjs-component_text=\"Innovate\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/innovate\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Innovate\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/gadget\" aria-label=\"Tech Gadget\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/gadget\" data-zjs-component_text=\"Gadget\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/gadget\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Gadget\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/foreseeable-future\" aria-label=\"Tech Foreseeable Future\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/foreseeable-future\" data-zjs-component_text=\"Foreseeable Future\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/foreseeable-future\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Foreseeable Future\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/mission-ahead\" aria-label=\"Tech Mission: Ahead\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/mission-ahead\" data-zjs-component_text=\"Mission: Ahead\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/mission-ahead\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Mission: Ahead\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/upstarts\" aria-label=\"Tech Upstarts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/upstarts\" data-zjs-component_text=\"Upstarts\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/upstarts\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Upstarts\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/work-transformed\" aria-label=\"Tech Work Transformed\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/work-transformed\" data-zjs-component_text=\"Work Transformed\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/work-transformed\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Work Transformed\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tech/innovative-cities\" aria-label=\"Tech Innovative Cities\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tech/innovative-cities\" data-zjs-component_text=\"Innovative Cities\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tech/innovative-cities\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Innovative Cities\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/style\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style\" data-zjs-component_text=\"Style\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Style\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/arts\" aria-label=\"Style Arts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/arts\" data-zjs-component_text=\"Arts\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/arts\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Arts\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/design\" aria-label=\"Style Design\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/design\" data-zjs-component_text=\"Design\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/design\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Design\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/fashion\" aria-label=\"Style Fashion\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/fashion\" data-zjs-component_text=\"Fashion\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/fashion\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Fashion\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/architecture\" aria-label=\"Style Architecture\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/architecture\" data-zjs-component_text=\"Architecture\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/architecture\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Architecture\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/luxury\" aria-label=\"Style Luxury\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/luxury\" data-zjs-component_text=\"Luxury\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/luxury\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Luxury\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/beauty\" aria-label=\"Style Beauty\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/beauty\" data-zjs-component_text=\"Beauty\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/beauty\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Beauty\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/style/videos\" aria-label=\"Style Video\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/style/videos\" data-zjs-component_text=\"Video\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/style/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Video\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/travel\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel\" data-zjs-component_text=\"Travel\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Travel\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/destinations\" aria-label=\"Travel Destinations\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/destinations\" data-zjs-component_text=\"Destinations\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/destinations\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Destinations\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/food-and-drink\" aria-label=\"Travel Food &amp; Drink\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/food-and-drink\" data-zjs-component_text=\"Food &amp; Drink\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/food-and-drink\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Food &amp; Drink\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/stay\" aria-label=\"Travel Stay\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/stay\" data-zjs-component_text=\"Stay\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/stay\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Stay\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/news\" aria-label=\"Travel News\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/news\" data-zjs-component_text=\"News\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/news\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            News\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/travel/videos\" aria-label=\"Travel Videos\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/travel/videos\" data-zjs-component_text=\"Videos\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/travel/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Videos\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/sports\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/sports\" data-zjs-component_text=\"Sports\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/sports\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Sports\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/nfl\" target=\"_blank\" aria-label=\"Sports Pro Football\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/nfl\" data-zjs-component_text=\"Pro Football\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/nfl\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Pro Football\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/college-football\" target=\"_blank\" aria-label=\"Sports College Football\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/college-football\" data-zjs-component_text=\"College Football\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/college-football\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            College Football\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/nba\" target=\"_blank\" aria-label=\"Sports Basketball\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/nba\" data-zjs-component_text=\"Basketball\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/nba\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Basketball\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/mlb\" target=\"_blank\" aria-label=\"Sports Baseball\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/mlb\" data-zjs-component_text=\"Baseball\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/mlb\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Baseball\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/world-football\" target=\"_blank\" aria-label=\"Sports Soccer\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/world-football\" data-zjs-component_text=\"Soccer\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/world-football\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Soccer\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/sport/paris-olympics-2024\" aria-label=\"Sports Olympics\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/sport/paris-olympics-2024\" data-zjs-component_text=\"Olympics\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/sport/paris-olympics-2024\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Olympics\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://bleacherreport.com/nhl\" target=\"_blank\" aria-label=\"Sports Hockey\" class=\"subnav__subsection-link\" rel=\"noopener noreferrer\" data-zjs=\"click\" data-zjs-component_id=\"https://bleacherreport.com/nhl\" data-zjs-component_text=\"Hockey\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://bleacherreport.com/nhl\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Hockey\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/videos\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/videos\" data-zjs-component_text=\"Watch\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/videos\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Watch\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/live-tv\" aria-label=\"Watch Live TV\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/live-tv\" data-zjs-component_text=\"Live TV\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/live-tv\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Live TV\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/videos/fast/cnn-headlines\" aria-label=\"Watch CNN Headlines\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/videos/fast/cnn-headlines\" data-zjs-component_text=\"CNN Headlines\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/videos/fast/cnn-headlines\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            CNN Headlines\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/shorts/cnn-shorts\" aria-label=\"Watch CNN Shorts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/shorts/cnn-shorts\" data-zjs-component_text=\"CNN Shorts\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/shorts/cnn-shorts\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            CNN Shorts\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/tv/all-shows\" aria-label=\"Watch Shows A-Z\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/tv/all-shows\" data-zjs-component_text=\"Shows A-Z\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/tv/all-shows\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Shows A-Z\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn10\" aria-label=\"Watch CNN10\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn10\" data-zjs-component_text=\"CNN10\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn10\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            CNN10\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.max.com/channel/cnn-max\" target=\"_blank\" aria-label=\"Watch CNN Max\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.max.com/channel/cnn-max\" data-zjs-component_text=\"CNN Max\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.max.com/channel/cnn-max\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            CNN Max\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/audio\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/audio\" data-zjs-component_text=\"Listen\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/audio\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Listen\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/cnn-underscored\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored\" data-zjs-component_text=\"CNN Underscored\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          CNN Underscored\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/electronics\" aria-label=\"CNN Underscored Electronics\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/electronics\" data-zjs-component_text=\"Electronics\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/electronics\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Electronics\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/fashion\" aria-label=\"CNN Underscored Fashion\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/fashion\" data-zjs-component_text=\"Fashion\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/fashion\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Fashion\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/beauty\" aria-label=\"CNN Underscored Beauty\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/beauty\" data-zjs-component_text=\"Beauty\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/beauty\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Beauty\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/health-fitness\" aria-label=\"CNN Underscored Health &amp; Fitness\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/health-fitness\" data-zjs-component_text=\"Health &amp; Fitness\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/health-fitness\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Health &amp; Fitness\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/home\" aria-label=\"CNN Underscored Home\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/home\" data-zjs-component_text=\"Home\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/home\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Home\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/reviews\" aria-label=\"CNN Underscored Reviews\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/reviews\" data-zjs-component_text=\"Reviews\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/reviews\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Reviews\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n  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data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/money\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Money\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/gifts\" aria-label=\"CNN Underscored Gifts\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/gifts\" data-zjs-component_text=\"Gifts\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/gifts\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Gifts\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/travel\" aria-label=\"CNN Underscored Travel\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/travel\" data-zjs-component_text=\"Travel\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/travel\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Travel\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/outdoors\" aria-label=\"CNN Underscored Outdoors\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/outdoors\" data-zjs-component_text=\"Outdoors\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/outdoors\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Outdoors\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/cnn-underscored/pets\" aria-label=\"CNN Underscored Pets\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/cnn-underscored/pets\" data-zjs-component_text=\"Pets\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/cnn-underscored/pets\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n         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class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://coupons.cnn.com/about\" data-zjs-component_text=\"About CNN Coupons\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://coupons.cnn.com/about\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            About CNN Coupons\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://coupons.cnn.com/help-faq\" aria-label=\"Coupons Frequently Asked Questions\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://coupons.cnn.com/help-faq\" data-zjs-component_text=\"Frequently Asked Questions\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://coupons.cnn.com/help-faq\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Frequently Asked Questions\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://coupons.cnn.com/top20\" aria-label=\"Coupons Top 20 Shops\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://coupons.cnn.com/top20\" data-zjs-component_text=\"Top 20 Shops\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://coupons.cnn.com/top20\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Top 20 Shops\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://coupons.cnn.com/categories\" aria-label=\"Coupons Categories\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://coupons.cnn.com/categories\" data-zjs-component_text=\"Categories\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://coupons.cnn.com/categories\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Categories\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/weather\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/weather\" data-zjs-component_text=\"Weather\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/weather\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          Weather\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/specials/world/cnn-climate\" aria-label=\"Weather Climate\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/specials/world/cnn-climate\" data-zjs-component_text=\"Climate\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/specials/world/cnn-climate\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Climate\\n          </a>\\n        </li>\\n      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data-zjs-component_id=\"https://www.cnn.com/interactive/2020/weather/wildfire-and-air-quality-tracker/\" data-zjs-component_text=\"Wildfire Tracker\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/interactive/2020/weather/wildfire-and-air-quality-tracker/\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Wildfire Tracker\\n          </a>\\n        </li>\\n        <li class=\"subnav__subsection\">\\n          <a href=\"https://www.cnn.com/weather/video\" aria-label=\"Weather Video\" class=\"subnav__subsection-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/weather/video\" data-zjs-component_text=\"Video\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/weather/video\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n            Video\\n          </a>\\n        </li>\\n      </ul>\\n    </li>\\n    <li class=\"subnav__section\">\\n      <div class=\"subnav__section-top\">\\n        <a href=\"https://www.cnn.com/about\" class=\"subnav__section-link\" data-zjs=\"click\" data-zjs-component_id=\"https://www.cnn.com/about\" data-zjs-component_text=\"About CNN\" data-zjs-component_type=\"link\" data-zjs-container_id=\"\" data-zjs-container_type=\"navigation\" data-zjs-destination_url=\"https://www.cnn.com/about\" data-zjs-page_type=\"section\" data-zjs-page_variant=\"landing_section\" data-zjs-navigation-type=\"sub\" data-zjs-navigation-location=\"footer\">\\n          About CNN\\n        </a>\\n        \\n      </div>\\n      <ul class=\"subnav__subsections\">\\n        <li 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hptcookie;\\n            if ((typeof attributionCookie != \"undefined\" && attributionCookie != \"\" && attributionCookie.indexOf(\"breaking:\") != -1) || !regex.test(attributionCookie)) {\\n                rval = attributionCookie;\\n            } else if (document.referrer.indexOf(\"cnn.com\") !== -1) {\\n                rval = wminst.Util.getQueryParam(\"linkTracking\") || wminst.Util.getQueryParam(\"hpt\");\\n                try {\\n                    rval = rval.replace(/no\\\\-value\\\\-set/g, \"\");\\n                } catch (e) {}\\n                var prev_rval = rval;\\n                try {\\n                    if (attributionCookie) {\\n                        rval = attributionCookie;\\n                        if (attributionCookie.indexOf(\"_\") === -1 && attributionCookie.indexOf(\"|\") === -1 && typeof this.base64Decode(attributionCookie) !== \\'undefined\\') {\\n                            rval = this.base64Decode(attributionCookie);\\n                        }\\n                    }\\n                } catch (e) {}\\n                if (rval) {\\n                    wminst.hpt_set = 1;\\n                } else {\\n                    rval = prev_rval;\\n                }\\n            }\\n            if (window.is_expansion != 0) {\\n                if (wminst.Util.getQueryParam(\"cnnapp\") && wminst.Util.getQueryParam(\"cnnapp\") != null) {\\n                    rval = \"cnnapp:\" + wminst.Util.getQueryParam(\"cnnapp\");\\n                }\\n                if (wminst.Util.getQueryParam(\"eref\") && wminst.Util.getQueryParam(\"eref\") != null) {\\n                    rval = \"eref:\" + wminst.Util.getQueryParam(\"eref\");\\n                }\\n                if (wminst.Util.getQueryParam(\"iref\") && wminst.Util.getQueryParam(\"iref\") != null) {\\n                    rval = \"iref:\" + wminst.Util.getQueryParam(\"iref\");\\n                }\\n                if (wminst.Util.getQueryParam(\"refresh\") && wminst.Util.getQueryParam(\"refresh\") != null) {\\n                    rval = \"auto-refresh\";\\n                }\\n            }\\n            if(rval !== \"\") {\\n              rval = rval.replace(/no-value-set/g, \"nvs\");\\n              rval = rval.toLowerCase();   \\n            }\\n            this.removeCookie(ishptCookie ? \"hpt\" : \"linkTracking\");\\n            return rval;\\n        },\\n        setPageAttribution: function() {\\n            s.eVar105 = this.getPageAttribution();\\n        },\\n        getPhotoGalleryName: function(){ //prop6,eVar6 - Photo Gallery name\\n            var rval = \"\";\\n            if(typeof window.CNN !== \\'undefined\\' && typeof window.CNN.omniture !== \\'undefined\\' && typeof window.CNN.omniture.gallery_name !== \\'undefined\\'){\\n                rval = window.CNN.omniture.gallery_name;\\n                rval = rval.toLowerCase();\\n            }\\n            return rval;\\n        },\\n        getCNNVisitNumber: function(rollday) { //prop8,eVar8 - visit_number.$30Day  \\n            rollday = rollday || 28; //default rolling day is 28\\n            var todaydate = new Date().getTime();\\n            if (typeof(Storage) !== \"undefined\") { //check for web storage support\\n                if (localStorage.startdate) { //check for start date\\n                    if (sessionStorage.online) { //check for session variable\\n                        var daysinceonline = Math.ceil((todaydate - sessionStorage.online) / 86400000);\\n                        if (daysinceonline > 1) { //if session is older than 24 hours, reset session start time and count as a visit\\n                            localStorage.visittype = \"repeat\"; //set visit type (new vs repeat)\\n                            localStorage.visitnum = Number(localStorage.visitnum) + 1; //increment visit number\\n                            sessionStorage.online = todaydate; //set session variable\\n                        }\\n                    } else { //new session\\n                        localStorage.visittype = \"repeat\"; //set visit type (new vs repeat)\\n                        localStorage.visitnum = Number(localStorage.visitnum) + 1; //increment visit number\\n                        sessionStorage.online = todaydate; //set session variable\\n                    }\\n                    var daysincestart = Math.ceil((todaydate - localStorage.startdate) / 86400000);\\n                    if (daysincestart > Number(rollday)) { //if days since start date is greater than rolling day, set new start date\\n                        localStorage.startdate = todaydate;\\n                        localStorage.visittype = \"new\";\\n                        localStorage.visitnum = 1;\\n                    }\\n                } else { //first new visit\\n                    localStorage.startdate = todaydate; //set new start date\\n                    localStorage.visittype = \"new\"; //set visit type (new vs repeat)\\n                    localStorage.visitnum = 1; //set visit number\\n                    sessionStorage.online = todaydate; //set session variable\\n                }\\n                return localStorage.visittype + \":\" + localStorage.visitnum;\\n            } else {\\n                return \"new:1\";\\n            }\\n        },\\n        getCNNCapMediaType: function() {\\n            var rval = \"nvs\";\\n            try{\\n                if (window.CNN && window.CNN.omniture && window.CNN.omniture.cap_media_type) {\\n                    if (window.CNN.omniture.cap_media_type === \"no-value-set\"){\\n                        rval = \"nvs\";\\n                    } else {\\n                        rval = window.CNN.omniture.cap_media_type;\\n                    }\\n                }\\n            rval = rval.toLowerCase();              \\n            } catch(e) {}\\n            return rval;\\n        },\\n        getCNNPublishDate: function() {\\n            var rval = \"\";\\n            try {\\n                rval = window.cnn_metadata.business.cnn.page.publish_date\\n            } catch (e) {}\\n            try {\\n                if (window.CNN && window.CNN.omniture && window.CNN.omniture.publish_date ) {\\n                    rval = window.CNN.omniture.publish_date;\\n                }\\n                if (rval && window.CNN && window.CNN.omniture && window.CNN.omniture.last_updated_date) {\\n                    rval = rval + \"|\" + window.CNN.omniture.last_updated_date;\\n                }\\n            \\n            } catch (e) {}\\n            try {\\n                if (!rval && window.cnn_d && window.cnn_d.omniture && window.cnn_d.omniture.publish_date) {\\n                    rval = window.cnn_d.omniture.publish_date;\\n                }\\n        \\n            } catch (e) {}\\n            return rval;\\n        },\\n        populatePublishDate: function(){\\n            var rval = wminst.Util.getCNNPublishDate();\\n            var etype = [\"content\",\"live story\",\"article_livestory\",\"gallery\"];\\n            var rttype = wminst.Util.getCNNTemplateType(\"long\");\\n            var result = false;\\n            if (typeof rttype !== \\'undefined\\') {\\n               for(var i in etype){\\n                  if(rttype.indexOf(etype[i]) != -1){\\n                      result  = true;\\n                  }\\n                }\\n            }\\n           if (result) {\\n              return rval;\\n           } else {\\n              return \"\";\\n           }\\n        },\\n        getCNNDaysSinceLastPublish: function(d) { //prop10,eVar10 - days_since_publish\\n            var e = new Date();\\n            var p;\\n            var j;\\n            if (d == \\'a\\') {\\n                try {\\n                    d = window.cnn_metadata.business.cnn.page.publish_date;\\n                } catch (err) {}\\n                try {\\n                    d = window.CNN.omniture.publish_date || d;\\n                } catch (err) {}\\n                j = new Date(d);\\n            } else if (d.toString().indexOf(\"/\") != -1) {\\n                p = d.split(\"/\");\\n                if (p[0].length != 4) {\\n                    p[2] = \"20\" + p[2];\\n                    j = new Date(p[2] + \"/\" + p[0] + \"/\" + p[1]);\\n                } else {\\n                    j = new Date(d);\\n                }\\n            } else {\\n                j = new Date(d);\\n            }\\n            var ONE_DAY = 1000 * 60 * 60 * 24;\\n            var date1_ms = e.getTime();\\n            var date2_ms = j.getTime();\\n            var difference_ms = Math.abs(date1_ms - date2_ms)\\n            var days = Math.round((difference_ms / ONE_DAY))\\n            if (isNaN(days)) {\\n                return \"\";\\n            }\\n            if (window.is_expansion != 0) {\\n                return Math.round((difference_ms / ONE_DAY)).toString()\\n            } else if (window.is_expansion == 0 && typeof window.cnn_metadata.days_since_publish !== \"undefined\") {\\n                try {\\n                    return window.cnn_metadata.days_since_publish;\\n                } catch (err) {}\\n            }\\n        },\\n        populateDaysSinceLastPublish: function(){\\n            var rval =  wminst.Util.getCNNDaysSinceLastPublish(\"a\");\\n            var etype = [\"content:\",\"live story\",\"article_livestory\"];\\n            var rttype = wminst.Util.getCNNTemplateType(\"long\");\\n            var result = false;\\n            if (typeof rttype !== \\'undefined\\') {\\n                for(var i in etype){\\n                    if (rttype.indexOf(etype[i]) != -1){\\n                        result  = true;\\n                    }\\n                }\\n            }\\n            if(result) {\\n                return rval;\\n            } else {\\n                return \"\";\\n            }\\n        },\\n        getCNNBrandingPartner: function() { //prop11,eVar11 - page branding content partner\\n            var dataLayer1 = this.getDataLayerV1();\\n            var dataLayer2 = this.getDataLayerV2();\\n            var rval = (dataLayer2.branding || {}).key || dataLayer1.branding_content_page || \"\";\\n            return rval.toLowerCase();\\n        },\\n        getCNNCapContentType: function (){ //prop13,eVar13 - cap_content_type\\n            var dataLayer1 = this.getDataLayerV1();\\n            var dl2PageTop = this.getDL2PageTop();\\n            var rval = dataLayer1.cap_content_type || \"\";\\n            if (dl2PageTop.type === \"gallery\") {\\n                rval = \"gallery\";\\n            }\\n            return rval.toLowerCase();\\n        },\\n        getCNNCapGenre: function (){ //prop5,eVar5 - cap genre\\n            var rval = \"\";\\n            if(window.CNN && window.CNN.omniture && typeof window.CNN.omniture.cap_genre != \"undefined\"){\\n                if( window.CNN.omniture.cap_genre == \"\" || window.CNN.omniture.cap_genre == \"no-value-set\")\\n                    rval = \"nvs\";\\n                else\\n                    rval = window.CNN.omniture.cap_genre.toLowerCase();\\n            }               \\n            return rval;\\n        },\\n        getCNNBrandingSocial: function() { //prop14,eVar14 - Branding Social\\n            var rval = \"\";\\n            try {\\n                if (window.CNN && window.CNN.omniture) {\\n                    if (window.CNN.omniture.fbia === true) {\\n                        rval = window.CNN.omniture.branding_social;\\n                    }\\n                }\\n            } catch(err) {}\\n            try {\\n                if (window.navigator.userAgent && window.navigator.userAgent == \"cnn-mobile-app\") {\\n                    return window.navigator.userAgent;\\n                }\\n            } catch(err){}\\n            var hostName = window.location.hostname;\\n            if (hostName.indexOf(\"fave.api.cnn.io\") != -1 || hostName.indexOf(\"fave-api.cnn.com\") != -1) {\\n                var pathName = window.location.pathname;\\n                if (pathName.indexOf(\"/v1/amp\") != -1) {\\n                    rval = \"google amp\"; //google amp\\n                }\\n                if (pathName.indexOf(\"/v1/fav\") != -1) {\\n                    rval = \"embed\"; //embed\\n                }\\n            }\\n            rval = rval.toLowerCase();\\n            return rval;\\n        },\\n        getCNNTrafficPartner: function() { // eVar15 - Traffic Partner\\n           var rval = \"\";\\n           try {\\n             rval = _satellite.cookie.get(\"FastAB\");\\n           } catch(err) {}\\n           return rval;\\n        },\\n        getIreportgetMember: function() { //prop17,eVar17 - ireport member\\n            var irptMember = wminst.Util.getCNNAuthenticated(\"authid\", \"displayname\", \"member\", \"anonymous\", \"NonMember\", \"?\");\\n            if (window.location.host.indexOf(\"politics\") == -1 && window.is_expansion != 0) {\\n                return irptMember;\\n            } else {\\n                return null;\\n            }\\n        },\\n        getCNNPageImpression: function() { //prop18,eVar18 - page impressions\\n            var rval = window.cnnPSproducts || \"\";\\n            var hptcookie = wminst.Util.getCookie(\"hpt2\");\\n            if (document.referrer.indexOf(\"cnn.com\") > -1) {\\n                try {\\n                    if (hptcookie) {\\n                        rval = hptcookie;\\n                        if (hptcookie.indexOf(\"_\") == -1) {\\n                            rval = this.base64Decode(hptcookie);\\n                        }\\n                    }\\n                } catch(e) {}\\n                //document.cookie = \"hpt2=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/;\";\\n            } else {\\n                if (hptcookie) {\\n                    document.cookie = \"hpt2=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/; domain=.cnn.com;\";\\n                }\\n            }\\n            rval = rval.replace(/no-value-set/g, \"nvs\");\\n            rval = rval.toLowerCase();\\n            return rval;\\n        },\\n        getCNNVideoOpportunity: function() { //eVar22 - video embed count\\n          var rval = \"0\";\\n          var ttype = \"\";\\n          try { rval = window.cnn_metadata.business.cnn.page.video_embed_count; } catch(e) {}\\n          try { rval = window.CNN.omniture.video_opportunity || \"0\"; } catch(e) {}\\n          ttype = wminst.Util.getCNNTemplateType();\\n          if (typeof ttype !== \\'undefined\\' && ttype.indexOf(\"index\") > -1) {\\n            rval = \"\";\\n          }\\n          return rval;\\n        },\\n        getCNNPageHeadline: function() { //prop23,eVar23 - page headline\\n            var rval = \"nvs\", tt = \"\";\\n            try {   \\n                rval = window.CNN.omniture.headline;\\n                tt   = window.CNN.omniture.template_type;\\n            } catch(e) {}\\n            try {   \\n                if(typeof window.cnn_d != \"undefined\" && typeof window.cnn_d.omniture != \"undefined\" && window.cnn_d.omniture.headline != \"undefined\"){\\n                rval = window.cnn_d.omniture.headline;\\n                tt   = window.cnn_d.omniture.template_type;\\n                }\\n            } catch(e) {}\\n            try {\\n                if(rval == \"no-value-set\" || tt == \"specials\" || tt == \"section front\" || tt == \"index\") {return null;}\\n                rval = rval.toLowerCase();\\n            } catch(e) {rval = \"\";}\\n            return rval;\\n        },\\n        getCNNPageName: function(pathname) { //pageName,eVar26 - page.name\\n            var rval = pathname || window.location.pathname;\\n            rval = rval.toLowerCase();\\n            rval = rval.replace(/^.*\\\\/\\\\/[^\\\\/]+/, \"\");           //remove domain\\n            rval = rval.replace(/\\\\/index(.html)?(\\\\/)?$/, \"\");   //remove /index/ and /index.html/\\n            rval = rval.replace(/h_[a-z0-9]+\\\\/?$/, \"\");         //remove last folder ID\\n            rval = rval.replace(/\\\\/?$/, \"/\");                   //add trailing slash\\n            if (rval === \"/\") rval += \"homepage\";\\n            return rval;\\n        },\\n        getCNNBaseURL: function() { //prop26 - Base URL\\n            var hostname = window.location.hostname;\\n            var pathname = window.location.pathname;\\n            pathname = pathname.replace(/([^\\\\/]+\\\\.[^\\\\/]+$)/,\"\");\\n            return hostname + pathname;\\n        },\\n        getCNNSection: function(position) { //channel/eVar27, prop28/eVar28\\n            var rval = \"\";\\n            try {\\n                if (window.is_expansion) {\\n                    for (var i = 0; i <= position; i++) {\\n                        if (i > 0) {\\n                            rval += \":\";\\n                        }\\n                        try {\\n                            var s1 = window.CNN.omniture.section[i];\\n                            if ((s1.indexOf(\":\")) && (s1.indexOf(\"electoral college map\") > -1)) {\\n                                var c1 = s1.split(\\':\\');\\n                                rval += c1[0];\\n                                return rval;\\n                            }\\n                        } catch (e) {}\\n                        if (typeof window.CNN != \\'undefined\\' && typeof window.CNN.omniture != \\'undefined\\') {\\n                            if (i == 1 && !window.CNN.omniture.section[1]) { //add default value \"no value set\" for subsection (prop28/eVar28)\\n                                window.CNN.omniture.section[1] = \"no value set\";\\n                                try {\\n                                    if (this.isNGTVPage()) {\\n                                        window.CNN.omniture.section[1] = \"\";\\n                                    }\\n                                } catch (e) {}\\n                            }\\n                        }\\n                        if (window.cnn_d && window.cnn_d.omniture && window.cnn_d.omniture.section[i]) {\\n                            try {\\n                                rval += window.cnn_d.omniture.section[i] || \"\";\\n                            } catch (e) {}\\n                        } else {\\n                            try {\\n                                rval += window.CNN.omniture.section[i] || \"\";\\n                            } catch (e) {}\\n                        }\\n                    }\\n                    try {\\n                        if (typeof window.CNN.omniture !== \\'undefined\\' && window.CNN.omniture.template_type == \"list\" && position == 0 && rval == \"\") { //use first path of URL for list pages\\n                            rval = wminst.Util.getADBPURL(\"path\", 1);\\n                        }\\n                    } catch (e) {}\\n                } else {\\n                    window.cnn_metadata.section = (typeof window.cnn_metadata.section != \"string\" ? window.cnn_metadata.section : window.JSON.parse(window.cnn_metadata.section));\\n                    rval = (window.cnn_metadata.section[position] ? window.cnn_metadata.section[position] : \"\");\\n                }\\n            } catch (e) {}\\n            return rval;\\n        },\\n        getCNNPageFranchise: function() { //prop31,eVar31 - page_franchise\\n            var rval = \"\";\\n            try { rval = cnn_metadata.business.cnn.page.broadcast_franchise || rval; } catch(e) {}\\n            try { rval = CNN.omniture.cap_show_name || rval; } catch(e) {}\\n            rval = rval.toLowerCase();\\n            return rval;\\n        },\\n        getCNNVertical: function() { //eVar44 - Vertical\\n            var dataLayer = this.getDataLayerV2();\\n            return (dataLayer.vertical || \"\").toLowerCase();\\n        },\\n        getCNNLeadingMedia: function() { //eVar111 - leading media\\n            var dataLayer = this.getDataLayerV2();\\n            var rval = dataLayer.leadingMediaType || \"no media\";\\n            if (rval == \"video\") {\\n                rval += \"|\";\\n                rval += dataLayer.isVideoCollection ? \"collection\" : \"nocollection\"\\n            }\\n            return rval;\\n        },\\n        getCNNPageStellarId: function() { //eVar113 - page stellar id\\n            var dataLayer = this.getDataLayerV2();\\n            return dataLayer.pageStellarId || \"\";\\n        },\\n        getCNNPageTags: function() { //eVar114 - page tags\\n            var dataLayer = this.getDataLayerV2();\\n            return (dataLayer.pageTags || \"\").toLowerCase();\\n        },\\n        getCNNFirstCanonicalUrl: function() { //eVar112 - first canonical url\\n            var dataLayer = this.getDataLayerV2();\\n            return dataLayer.firstCanonicalUrl || \"\";\\n        },\\n        getCNNTemplateType: function(lookupType) { //prop32,eVar32 - page template_type\\n            var hostName = window.location.hostname;\\n            var rval = \"\";\\n            if (window.is_expansion) {\\n                var dataLayer1 = this.getDataLayerV1();\\n                var dataLayer2 = this.getDataLayerV2();\\n                var dl2PageTop = this.getDL2PageTop();\\n                if (dataLayer1.template_type == \\'article\\') {\\n                    try {\\n                        if (dl2PageTop.type === \\'gallery\\') {\\n                            rval = \"content: gallery\";\\n                        } else if (dl2PageTop.type === \\'video\\' || dl2PageTop.type === \\'video360\\') {\\n                            if (dataLayer2.analytics.isArticleVideoCollection) {\\n                                rval = \"content:video:collection\";\\n                            } else {\\n                                rval = \"content:video:nocollection\";\\n                            }\\n                        } else if (dataLayer1.cap_content_type === \\'gallery\\') {\\n                            rval = \"content: gallery\";\\n                        } else {\\n                            if (dataLayer1.cap_media_type === \\'Video\\') {\\n                                rval = \"content:video\";\\n                            } else {\\n                                rval = \"content: no media\";\\n                            }\\n                        }   \\n                    } catch (e) {}\\n                } else if (hostName.indexOf(\"fave.api.cnn.io\") != -1 || hostName.indexOf(\"fave-api.cnn.com\") != -1) {\\n                    rval = \"content\";\\n                } else if (typeof window.cnn_d !== \\'undefined\\' && typeof window.cnn_d.omniture !== \\'undefined\\') {\\n                    try {\\n                        if (window.cnn_d.omniture.section[0] == \"cnn-underscored\") {\\n                            rval = window.cnn_d.omniture.template_type;\\n                        }\\n                    } catch (e) {}\\n                } else {\\n                    try {\\n                        rval = dataLayer1.template_type;\\n                    } catch (e) {}\\n                }\\n            } else {\\n                var templateTypeCode = \"\";\\n                if (typeof CNN != \\'undefined\\' && typeof CNN.omniture != \\'undefined\\' && typeof CNN.omniture.template_type != \\'undefined\\') {\\n                    templateTypeCode = CNN.omniture.template_type;\\n                } else if (typeof cnn_metadata != \\'undefined\\') {\\n                    templateTypeCode = cnn_metadata.template_type;\\n                } else if (typeof window.cnn_d != \\'undefined\\' && typeof window.cnn_d.omniture != \\'undefined\\' && typeof window.cnn_d.omniture.template_type != \\'undefined\\') {\\n                    templateTypeCode = window.cnn_d.omniture.template_type;\\n                }\\n                rval = [\"o\", \"other\"];\\n                var lookup = {\\n                        b: \"blog\",\\n                        g: \"game\",\\n                        it: \"interactive\",\\n                        c: \"content\",\\n                        \"in\": \"index\",\\n                        err: \"error\",\\n                        e: \"ecom\",\\n                        s: \"signup\",\\n                        v: \"video\",\\n                        sf: \"section front\",\\n                        sr: \"search results\",\\n                        fm: \"forum\",\\n                        o: \"other\",\\n                        ir: \"ireport\",\\n                        sp: \"specials\",\\n                        pm: \"perfect market\",\\n                        bf: \"blog front\",\\n                        bc: \"blog category\",\\n                        t: \"topic\",\\n                        w: \"weather\",\\n                        el: \"election\"\\n                    },\\n                    lookupRev = {\\n                        \"blog\": \"b\",\\n                        \"game\": \"g\",\\n                        \"interactive\": \"it\",\\n                        \"content\": \"c\",\\n                        \"index\": \"in\",\\n                        \"error\": \"err\",\\n                        \"ecom\": \"e\",\\n                        \"signup\": \"s\",\\n                        \"video\": \"v\",\\n                        \"section front\": \"sf\",\\n                        \"search results\": \"sr\",\\n                        \"forum\": \"fm\",\\n                        \"other\": \"o\",\\n                        \"ireport\": \"ir\",\\n                        \"specials\": \"sp\",\\n                        \"perfect market\": \"pm\",\\n                        \"blog front\": \"bf\",\\n                        \"blog category\": \"bc\",\\n                        \"topic\": \"t\",\\n                        \"weather\": \"w\",\\n                        \"election\": \"el\"\\n                    };\\n                if (lookup[templateTypeCode] != null) {\\n                    rval = [templateTypeCode, lookup[templateTypeCode]];\\n                }\\n                if (lookupRev[templateTypeCode] != null) {\\n                    rval = [lookupRev[templateTypeCode], templateTypeCode];\\n                }\\n                if (lookupType == \"short\") {\\n                    rval = rval[0];\\n                }\\n                if (lookupType == \"long\") {\\n                    rval = rval[1];\\n                }\\n            }\\n            if(typeof rval == \"string\") { \\n                rval = rval.toLowerCase();\\n            }\\n            return rval;\\n        },\\n        getCNNContentType: function(defaultVal) { //prop33,eVar33 - content_type\\n            var omnitureRef = (window.cnn_d && window.cnn_d.omniture) || (window.CNN && window.CNN.omniture);\\n            if (typeof omnitureRef === \\'undefined\\') {\\n                return defaultVal;\\n            }\\n\\n            var tt = \"\",\\n                ct = \"\";\\n            if (typeof window.cnn_d != \\'undefined\\' && typeof window.cnn_d.omniture != \\'undefined\\' && typeof window.cnn_d.omniture.template_type != \\'undefined\\') {\\n                tt = window.cnn_d.omniture.template_type;\\n                ct = \"adbp:\" + window.cnn_d.omniture.content_type;\\n\\n            } else {\\n                if (typeof window.CNN.omniture !== \"undefined\" && typeof window.CNN.omniture.content_type !== \"undefined\" && window.CNN.omniture.content_type){\\n                    ct = window.CNN.omniture.content_type;\\n                } else {\\n                    ct = \"adbp:none\";\\n                }\\n                if (typeof ct !== \\'undefined\\' && (ct == \"none\" || ct == \"\")) {\\n                    ct = \"adbp:none\";\\n                }\\n                tt = window.CNN.omniture && window.CNN.omniture.template_type;\\n            }\\n            var l = {\\n                \"adbp:blog\": [\"blog.read\", \"adbp:blog read\"],\\n                \"adbp:content\": [\"article.read\", \"adbp:article read\"],\\n                \"adbp:game\": [\"game.play\", \"adbp:game played\"],\\n                \"other:ireport\": [\"other.ireport\", \"other:ireport\"],\\n                \"other:photo wall\": [\"content.interactive\", \"other:photo wall\"]\\n            } [tt];\\n            var m = {\\n                \"adbp:article read\": \"article.read\"\\n            } [ct];\\n            if (m !== null) {\\n                if (typeof ct !== \\'undefined\\' && ct.indexOf(\"pivit\") !== -1) {\\n                    return tt + \":\" + ct;\\n                } else {\\n                    return ct;\\n                }\\n            }\\n            if (!l) {\\n                return defaultVal;\\n            }\\n            return l[1];\\n        },\\n        getCNNAuthenticated: function(c1, c2, truevalue, falsevalue, neutralvalue, flag) { //prop34,eVar34 - user authenticated\\n            var rValue = 0;\\n            if (wminst.Util.getCookie(c1, flag)) {\\n                rValue++;\\n            }\\n            if (wminst.Util.getCookie(c2, flag)) {\\n                rValue++;\\n            }\\n            if (rValue == 0) {\\n                return falsevalue;\\n            } else if (rValue == 1) {\\n                return neutralvalue;\\n            } else {\\n                return truevalue;\\n            }\\n        },\\n        getCNNKruxID: function() { // eVar36 - KruxID\\n            var rval = \"\";\\n            try {\\n                rval = localStorage.kxkuid;\\n            } catch (err) {}\\n            return rval;\\n        },\\n        getCNNPlatform: function() { //prop37,eVar37 - page platform\\n            var rval = \"\";\\n            if (navigator.userAgent.match(/iPhone/i)) {\\n                rval = \"smartphone\";\\n            } else if (navigator.userAgent.match(/iPad/i)) {\\n                rval = \"tablet\";\\n            } else if (navigator.userAgent.match(/android/i)) {\\n                if (navigator.userAgent.match(/mobile/i)) {\\n                    rval = \"smartphone\";\\n                } else {\\n                    rval = \"tablet\";\\n                }\\n            } else {\\n                rval = \"desktop\";\\n            }\\n            return rval ? rval : \"no value set\";\\n        },\\n        getCNNSearchInternalKeyword: function() { //prop39,eVar39 - search internal keyword\\n            var rval = \"\";\\n            try {\\n                rval = wminst.Util.getQueryParam(\"query\");\\n            } catch(e){}\\n            return rval;\\n        },\\n        getLSPostPosition: function() { //eVar45 - Post Position\\n            var rval = \"\";\\n            try {\\n                if (this.isLiveStoryTemplateType()) {\\n                    var post_position = window.CNN.omniture.post_position ? window.CNN.omniture.post_position : 1;\\n                    var total_post = window.CNN.omniture.total_post ? window.CNN.omniture.total_post : 0;\\n                    rval = post_position + \":\" + total_post;\\n                }   \\n            } catch(e) {}\\n            return rval;\\n        },\\n        getCNNPostID: function() { //prop43 - Post ID\\n            var rval = null;\\n            var pathName = window.location.pathname;\\n            if(window.CNN && window.CNN.omniture &&  typeof window.CNN.omniture.post_id != \\'undefined\\' && window.CNN.omniture.post_id != \"\") {\\n                rval = window.CNN.omniture.post_id;\\n            } else {\\n                 try{\\n                    pathName = pathName.replace(/\\\\/$/, \"\");\\n                    var path_array = pathName.split(\"/\");\\n                    rval = path_array[path_array.length - 1];\\n                    if(rval.match(/(^h_)[a-z0-9]+$/) === null){\\n                        rval = null;\\n                    }\\n                } catch(e) {}\\n            }         \\n            try {\\n                if (this.isLiveStoryTemplateType()) {\\n                    // Do Nothing\\n                } else {\\n                   rval = \"\";\\n                }  \\n            } catch(e) {}\\n            return rval;\\n        },\\n        getCNNSourceID: function(){ //prop44 - Source ID\\n            var rval = \"\";\\n            try {\\n                if(typeof window.CNN != \\'undefined\\' && typeof window.CNN.omniture != \\'undefined\\' && window.CNN.omniture.sourceId) {\\n                        rval = window.CNN.omniture.sourceId;\\n                    } else if(window.CNN && window.CNN.contentModel && window.CNN.contentModel.sourceId){\\n                        rval = window.CNN.contentModel.sourceId;\\n                }\\n                rval = rval.toLowerCase();\\n            } catch(e) {}\\n            return rval;    \\n        },\\n        getCNNTransactionID: function() { // prop46,eVar46\\n            var rval = \"\";\\n            try {\\n                if (typeof window.cnnad_transactionID !== \\'undefined\\') {\\n                    rval = window.cnnad_transactionID;\\n                } else if (typeof window.cnnad_getTransactionID === \"function\") {\\n                    rval = cnnad_getTransactionID();\\n                } else {\\n                    rval = Math.round((new Date()).getTime() / 1000) + \"\" + Math.floor(Math.random()*9007199254740992);\\n                }\\n            } catch (e) {}\\n            return rval;\\n        },\\n        getCNNGUID: function() { // prop47,eVar47\\n            var rval = \"\";\\n            try {\\n                if (typeof window.turner_getGuid === \"function\") {\\n                    rval = turner_getGuid(\"ug\");\\n                } else {\\n                    rval = this.getCookie(\"ug\");\\n                }\\n            } catch (e) {}\\n            return rval;\\n        },\\n        getAppNexusID: function() {\\n            var rval = \"\";\\n            try {\\n                if (this.isTagConsented(\"app-nexus-id\")) {\\n                    rval = this.getCookie(\"zwmc\");\\n                }\\n            } catch (e) {}\\n            return rval\\n        },\\n        getWMID: function(name) {\\n            var rval = \"\";\\n            try {\\n                if (window.WM) {\\n                    var obj = window.WM.PSM || window.WM.CDP || {};\\n                    var fn = obj[\"get\"+name];\\n                    if (typeof fn === \"function\") {\\n                        rval = fn();\\n                    }\\n                }\\n            } catch (e) {}\\n            return rval;\\n        },\\n        getWMUKID: function() {\\n            var rval = \"\";\\n            try {\\n                rval = this.getCookie(\\'WMUKID_STABLE\\');\\n\\n                if (!rval) {\\n                    var wmukidJSON = this.getCookie(\"WMUKID\");\\n                    var wmukidObj = JSON.parse(wmukidJSON);\\n                    rval = wmukidObj.id;\\n                }\\n\\n            } catch (e) {}\\n            return rval\\n        },\\n        getCNNUID: function() {\\n            return this.getCookie(\"_cnn_uid\");\\n        },\\n        setLinkTrackVars: function(names) {\\n            if (s.linkTrackVars == \"None\") return;\\n            let nameArr = names.split(\",\");\\n            nameArr.forEach(name => {\\n                if (!s.linkTrackVars.includes(name)) {\\n                    s.linkTrackVars += \",\" + name;\\n                }\\n            });\\n        },\\n        setIds: function() {\\n            this.setLinkTrackVars(\"eVar106,eVar195,eVar197,eVar198,eVar199\");\\n            s.eVar106 = this.getCNNUID();\\n            s.eVar195 = this.getAppNexusID();\\n            s.eVar197 = this.getWMUKID();\\n            s.eVar198 = this.getWMID(\"WMHHID\");\\n            s.eVar199 = this.getWMID(\"WMINID\");\\n        },\\n        setUserAuthState: function() {\\n            this.setLinkTrackVars(\"eVar51,eVar74,eVar89\");\\n            s.eVar51 = this.getUserAuthState(\"registration\");\\n            s.eVar74 = this.getUserAuthState(\"verification\");\\n            s.eVar89 = this.getUserAuthState(\"login\");\\n        },\\n        setCommonVars: function() {\\n            this.setLinkTrackVars(\"prop35\");\\n            s.prop35 = this.getCNNCodeVersion();\\n            this.setUserAuthState();\\n            this.setLinkTrackVars(\"eVar90\");\\n            s.eVar90 = this.isCNNIntlPage() ? \"international\" : \"domestic\";\\n            this.setIds();\\n            this.setLinkTrackVars(\"eVar111\");\\n            s.eVar111 = this.getCNNLeadingMedia();\\n            this.setLinkTrackVars(\"eVar113,eVar114\");\\n            s.eVar113 = this.getCNNPageStellarId();\\n            s.eVar114 = this.getCNNPageTags();\\n        },\\n        setPageVars: function() {\\n            this.setLinkTrackVars(\"eVar44\");\\n            s.eVar44 = this.getCNNVertical();\\n            this.setLinkTrackVars(\"eVar112\");\\n            s.eVar112 = this.getCNNFirstCanonicalUrl();\\n            this.setLinkTrackVars(\"eVar129\");\\n            s.eVar129 = this.commentsEnabled() ? \"comments available\" : \"comments not available\";\\n        },\\n        setVideoVars: function(data) {\\n            this.setLinkTrackVars(\"eVar44\");\\n            s.eVar44 = this.getCNNVertical();\\n            if (data.isLive) {\\n                this.setLinkTrackVars(\"prop53,eVar53\");\\n                s.prop53 = this.getCNNLiveStreamName(data);\\n                s.eVar53 = \"D=c53\";\\n            }\\n            if (data.video_collection) {\\n                this.setLinkTrackVars(\"eVar116\");\\n                s.eVar116 = data.video_collection.toLowerCase();\\n                s.eVar116 += \":\" + (data.total_videos || 1);\\n                s.eVar116 += \":\" + (data.video_position || 1);\\n            }\\n            this.setLinkTrackVars(\"eVar117,eVar118,eVar119,eVar120\");\\n            s.eVar117 = data.stellarId || \"\";\\n            s.eVar118 = data.parentStellarId || \"\";\\n            s.eVar119 = (data.videoTags || []).join(\",\");\\n            s.eVar120 = (data.videoUrl || \"\");\\n            this.setLinkTrackVars(\"eVar124\");\\n            s.eVar124 = (data.branding || \"\").toLowerCase();\\n            this.setLinkTrackVars(\"eVar127\");\\n            s.eVar127 = (data.firstPublishSlug || \"\").toLowerCase();\\n        },\\n        getCNNTechStack: function() { //eVar48 - Site Tech Stack\\n            var dataLayer = this.getDataLayerV2();\\n            return (dataLayer.techStack || \"\").toLowerCase();\\n        },\\n        getCNNCMSId: function() { //eVar49 - CMS ID\\n            var rval = \"\";\\n            try {\\n                if(window.CNN && window.CNN.contentModel && window.CNN.contentModel.cmsId){\\n                    rval = CNN.contentModel.cmsId;\\n                }\\n            } catch(e){}\\n            return rval;\\n        },\\n        getCNNPreviousPageName: function(){ //prop49,eVar49 - Previous PageName\\n            var rval = \"\";\\n            try {\\n                if(this.isTagConsented(\\'adobe\\')) {\\n                    var pName = window.document.referrer;\\n                    var prevP = s.getPreviousValue(wminst.Util.getCNNPageName(),\"cnprevpage_pn\");\\n                    if (prevP && typeof pName != \"undefined\" && pName != \"\" && pName.indexOf(\".cnn.com\") != -1) {\\n                        return prevP;\\n                    }\\n                }\\n            } catch(e) {return rval;}\\n            return rval;\\n        },\\n        getCNNPostTitle: function() { //prop50 - Post Title\\n            var rval = \"\";\\n            try{\\n                if(window.CNN && window.CNN.omniture && window.CNN.omniture.post_title) {\\n                    rval = window.CNN.omniture.post_title;\\n                } else { \\n                    rval = document.title;\\n                }\\n            } catch(e) { rval = document.title; }\\n            rval = rval.toLowerCase();\\n            try {\\n                var dom_obj = $x(\"//script[@type=\\'application/ld+json\\']\");\\n                var post_obj = JSON.parse(rval[rval.length - 1]).innerHTML;\\n                if(post_obj && post_obj.headline){\\n                     rval = post_obj.headline;\\n                } \\n            } catch(e) {}\\n            try {\\n                if (this.isLiveStoryTemplateType()) {\\n                   // Do Nothing\\n                } else {\\n                   rval = \"\";\\n                }  \\n            } catch(e) {}\\n            if(rval !== \"\") {\\n                rval = rval.replace(/\\\\([0-9]+\\\\)/, \"\").trim();\\n            }\\n            return rval;\\n        },\\n        getCNNLiveStreamName: function(data) { //prop53,eVar53 - Live Stream Name\\n            var rval = (data.live_stream_name || data.title || \"\").toLowerCase();\\n            if (data.id.includes(\"cvpstream\")) {\\n                rval += \" \" + data.id.substr(-1);\\n            }\\n            return rval;\\n        },\\n        getCNNBreakingNewsHP: function(ptt, chnl) {\\n            var rval = \"\";\\n            var tt = \"\";\\n            try {\\n                if (ptt.indexOf(\":\") != -1) {\\n                    if (ptt.indexOf(\"adbp\") != -1) {\\n                        ptt = ptt.split(\":\");\\n                        tt = ptt[1];\\n                    } else {\\n                        ptt = ptt.split(\":\");\\n                        tt = ptt[0];\\n                    }\\n                } else {\\n                    tt = ptt;\\n                }\\n                var abr = {\\n                    \"index\": \"in\",\\n                    \"video\": \"v\",\\n                    \"videos\": \"v\",\\n                    \"blog\": \"b\",\\n                    \"blogs\": \"b\",\\n                    \"game\": \"g\",\\n                    \"games\": \"g\",\\n                    \"interactive\": \"it\",\\n                    \"content\": \"c\",\\n                    \"error\": \"err\",\\n                    \"section\": \"sf\",\\n                    \"section front\": \"sf\",\\n                    \"gallery\": \"ga\",\\n                    \"show\": \"sh\",\\n                    \"shows\": \"sh\",\\n                    \"special\": \"sp\",\\n                    \"specials\": \"sp\",\\n                    \"topic\": \"t\",\\n                    \"profile\": \"p\",\\n                    \"article\": \"c\"\\n                } [tt];\\n                if (chnl && (chnl == \"homepage\" || chnl == \"cnn homepage\")) {\\n                    chnl = \"index\";\\n                }\\n                if (tt) {\\n                    rval = \"breaking:\" + chnl + \":\" + abr + \":\";\\n                }\\n                return rval;\\n            } catch (e) {}\\n        },\\n        getCNNOrientation: function() { //prop56,eVar56 - page orientation\\n            var rval = \"no value set\";\\n            try {\\n                var x = 0;\\n                if (self.innerHeight) {\\n                    x = self.innerWidth;\\n                } else if (document.documentElement && document.documentElement.clientHeight) {\\n                    x = document.documentElement.clientWidth;\\n                } else if (document.body) {\\n                    x = document.body.clientWidth;\\n                }\\n                var y = 0;\\n                if (self.innerHeight) {\\n                    y = self.innerHeight;\\n                } else if (document.documentElement && document.documentElement.clientHeight) {\\n                    y = document.documentElement.clientHeight;\\n                } else if (document.body) {\\n                    y = document.body.clientHeight;\\n                }\\n                rval = (y > x) ? \"portrait\" : \"landscape\";\\n            } catch (e) {}\\n            return rval;\\n        },\\n        getCNNMVPD: function() { //prop57,eVar57 - MVPD\\n            try {\\n                var mvpd_store = wminst.Util.getCookie(\"CNNmvpd\");\\n                if (typeof mvpd_store !== \"undefined\" && mvpd_store !== \"nvs\" && mvpd_store !== \"\") {\\n                    if (mvpd_store !== null && typeof CNN.omniture.mvpd === \"string\") {\\n                        document.cookie = \"CNNmvpd=\" + CNN.omniture.mvpd + \"; domain= .cnn.com ;\";\\n                        mvpd_store = wminst.Util.getCookie(\"CNNmvpd\");\\n                        return mvpd_store;\\n                    } else if (typeof mvpd_store === \"string\" && mvpd_store != \"\") {\\n                        if (typeof CNN.omniture.mvpd === \"string\") {\\n                            document.cookie = \"CNNmvpd=\" + CNN.omniture.mvpd + \";  domain= .cnn.com ;\";\\n                            mvpd_store = wminst.Util.getCookie(\"CNNmvpd\");\\n                            return mvpd_store;\\n                        } else {\\n                            \\n                            return mvpd_store;\\n                        }\\n                    } else if (mvpd_store === null && typeof CNN.omniture.mvpd === \"string\") {\\n                        document.cookie = \"CNNmvpd=\" + CNN.omniture.mvpd + \";  domain= .cnn.com ;\";\\n                        mvpd_store = wminst.Util.getCookie(\"CNNmvpd\");\\n                        return mvpd_store;\\n                    } else {\\n                        return \"no mvpd set\";\\n                    }\\n                } else {\\n                    return \"no mvpd set\";\\n                }\\n            } catch (err) {return \"no mvpd set\";}\\n        },\\n        getCNNAdobeID: function() { //prop59,eVar59 - Adobe Harsh ID\\n            try {\\n                var adobe_hash_id_store = _satellite.cookie.get(\"adobe_hash_id\");\\n                if (typeof adobe_hash_id_store !== \"undefined\" && adobe_hash_id_store !== \"nvs\" && adobe_hash_id_store !== \"\") {\\n                    if (adobe_hash_id_store !== null && typeof CNN.omniture.adobe_hash_id === \"string\") {\\n                        document.cookie = \"adobe_hash_id=\" + CNN.omniture.adobe_hash_id + \"; domain= .cnn.com;\";\\n                        adobe_hash_id_store = _satellite.cookie.get(\"adobe_hash_id\");\\n                        return adobe_hash_id_store;\\n                    } else {\\n                        return \"no mvpd set\";\\n                    }\\n                } else {\\n                    return \"no mvpd set\";\\n                }\\n            } catch (err) {}\\n        },\\n        getCNNPlayerState: function(video) { //eVar67 player State\\n            var screenState = video.screen_state || \"nvs\";\\n            var screenPosition = video.screen_position || \"nvs\";\\n            var audioState = video.audio_state || \"nvs\";\\n            var playerState = \"\";\\n            try {\\n                if (screenState == \"nvs\" && CNN && CNN.omniture && CNN.omniture.screen_state) {\\n                    screenState = CNN.omniture.screen_state;\\n                }\\n                if (audioState == \"nvs\") {\\n                    if (video.muted === true) {\\n                        audioState = \"muted\";\\n                    } else if (video.muted === false) {\\n                        audioState = \"audio on\";\\n                    }\\n                }\\n                playerState = screenState + \"|\" + audioState + \"|\" + screenPosition;\\n                playerState = playerState.toLowerCase();\\n            } catch (e) {}\\n            return playerState;\\n        },\\n        getCNNVisitorID: function(id) { //eVar73 - page visitorId\\n            var rval = \"\";\\n            try {\\n                rval = _satellite.cookie.get(id);\\n                rval = rval.replace(/\\\\[(.+?)\\\\]/g, \"\");\\n                rval = rval.split(\"|\")[1];\\n                rval = rval.toLowerCase();\\n            } catch (err) {}\\n            return rval;\\n        },\\n        getCNNHierachy: function() { // hier1 - Hierachy\\n            var rval = \"\";\\n          /*  try {\\n                var bUnit = wminst.Util.getSiteSpecificSettings(1);\\n                var channel = wminst.Util.getCNNSection(0);\\n                var domain = wminst.Util.getADBPURL(\"domain\");\\n                var section2 = wminst.Util.getCNNSection(1);\\n                rval = \"news|cnn|\" + bUnit + \"|\" + domain + \"|\" + channel + \"|\" + section2; \\n            } catch(e){} */\\n            return rval;\\n        },\\n        getCNNUserAuthState: function() { //prop75,eVar75 - User Authentication State\\n            try {\\n                var user_auth_state_store = localStorage.getItem(\"user_auth_state\");\\n                if (user_auth_state_store !== null && typeof window.CNN.omniture.user_auth_state === \"string\") {\\n                    localStorage.setItem(\"user_auth_state\",window.CNN.omniture.user_auth_state);\\n                    user_auth_state_store = localStorage.getItem(\"user_auth_state\");\\n                    return user_auth_state_store;\\n                } else if (typeof user_auth_state_store === \"string\") {\\n                    if (typeof window.CNN.omniture.user_auth_state === \"string\") {\\n                        \\n                        localStorage.setItem(\"user_auth_state\",window.CNN.omniture.user_auth_state);\\n                        user_auth_state_store = localStorage.getItem(\"user_auth_state\");\\n                        return user_auth_state_store;\\n                    } else {\\n                        \\n                        return user_auth_state_store;\\n                    }\\n                } else if (user_auth_state_store === null && typeof window.CNN.omniture.user_auth_state === \"string\") {\\n                    localStorage.setItem(\"user_auth_state\",window.CNN.omniture.user_auth_state);\\n                    user_auth_state_store = localStorage.getItem(\"user_auth_state\");\\n                    return user_auth_state_store;\\n                } else {\\n                    return \"nvs\";\\n                }\\n            } catch (err) {return \"\";}\\n        },\\n        getCNNUIEngagement: function() { //prop64 - UI Engagement\\n            var rval = (this.isNGTVPage() || this.isTVEPage()) ? \"ngtv\" : \"cnn news\";\\n            try { \\n                if(typeof window.cnn_metadata.friendly_name != \\'undefined\\') {\\n                    rval = window.cnn_metadata.friendly_name;\\n                }\\n            } catch(e) {}\\n            return rval;\\n        },\\n        getCNNTopicAvailability: function() {\\n            var topic_pattern = new RegExp(/^[0-9a-z,]+$/);\\n            try {\\n                var rval = wminst.Util.getCNNTopic();\\n                if(rval == \"\"){\\n                    return \"no topics\";\\n                } else if(topic_pattern.test(rval)) {\\n                    return \"topics available\";\\n                } else { \\n                    return \"api request failure\";\\n                }\\n            } catch(e) {}\\n        },\\n        getCNNTopic: function() {\\n            let topicObj = (window.CNN || {}).cep_topics || {};\\n            let topicKeys = [\"cep_brsf\", \"cep_iabt\", \"cep_sent\", \"cep_tags\"];\\n            let topicVals = [];\\n            for (let [key, val] of Object.entries(topicObj)) {\\n                if (topicKeys.includes(key)) topicVals = topicVals.concat(val);\\n            }\\n            let topicStr = (window.cna_omniture || {}).topic || \"\";\\n            return (topicVals.toString() || topicStr).toLowerCase();\\n        },\\n        getCEPTopisForVideo: function(data) {\\n            let topicObj = (data || {}).cepTopics || {};\\n            let topicKeys = Object.keys(topicObj);\\n            return topicKeys.toString().toLowerCase();\\n        },\\n        getCNNSiteSectionLevel3: function(val) { //prop51 - Site section level 3 for politics\\n            var rval = \"\";\\n            try {\\n                rval = wminst.Util.getCNNSection(1);\\n                if(typeof val != \\'undefined\\') {\\n                    rval += \":\" + val;\\n                } else if(CNN && CNN.omniture && CNN.omniture.section && typeof CNN.omniture.section[2] != \\'undefined\\') {\\n                    rval += \":\" + CNN.omniture.section[2];\\n                }\\n            } catch (e) {}\\n            return rval;\\n        },\\n        getCNNInteractiveState: function(data) { //eVar50 - Interactive State for politics\\n            var rval = \"\";\\n            if(typeof data == \\'undefined\\' && window.location.hash === \"#my_election\") {\\n                rval = \"election center:my election:panel open\";\\n                return rval;\\n            }\\n            if (typeof data == \"object\" && (typeof data.tab != \\'undefined\\' || typeof data.map_state != \\'undefined\\' || typeof data.map_level != \\'undefined\\')) {\\n                var tab = data.tab || \"nvs\";\\n                var map_state = data.map_state || \"nvs\";\\n                if(!wminst.Util.isPoliticsExplorer()) {\\n                    if (typeof data.action != \\'undefined\\') {\\n                        var map_level = data.map_level || \"nvs\";\\n                        var race_type = data.race_type || \"nvs\";\\n                        var overlay_type = data.overlay_type || \"nvs\";\\n                        var show_by = data.show_by || \"nvs\";\\n                        rval = \"ec:\" + race_type + \":\" + map_level + \":\" + overlay_type + \":\" + show_by;\\n                    }\\n                    else\\n                        rval = \"election center:\" + tab + \":\" + map_state;\\n                } else {\\n                    var year = data.year || \"nvs\";\\n                    var comparison_layer = data.comparison_layer || \"nvs\";\\n                    var e_val = data.election || \"nvs\";\\n                    rval = tab + \":\" + year + \":\" + e_val + \":\" + comparison_layer + \":\" + map_state;\\n                }\\n                rval = rval.toLowerCase();\\n            }\\n            return rval\\n        },\\n        getSiteSpecificSettings: function(type, section) {\\n            var hostName = window.location.hostname;\\n            var port = window.location.port;\\n            var setting;\\n            var sites = {\\n                \"cnn\": [\"cnn-adbp-domestic\", \"cnn domestic\", \"cnn\", \"metrics.cnn.com\", \"smetrics.cnn.com\", \"us-100120\", \"b01\", \"00001\", \"8587204\"],\\n                \"cnndev\": [\"cnn-adbp-domestic-dev\", \"cnn domestic\", \"cnn\", \"metrics.cnn.com\", \"smetrics.cnn.com\", \"us-100120\", \"b01\", \"00001\", \"8587204\"],\\n 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[\"entertainment\", \"8587242\"],\\n                val6: [\"politics\", \"8587248\"],\\n                val7: [\"health\", \"8587254\"],\\n                val8: [\"tech\", \"8587261\"],\\n                val9: [\"living\", \"8587266\"],\\n                val10: [\"opinion\", \"8587272\"],\\n                val11: [\"watch cnn\", \"8587204\"]\\n            }\\n\\n            if (section && section != \"\") {\\n                var x = 0;\\n                for (x in c4) {\\n                    if (c4[x][0] == section) {\\n                        setting = c4[x][1];\\n                        if (section == \"cnn homepage\") {\\n                            if (hostName.indexOf(\"edition.cnn.com\") != -1) {\\n                                setting = c4[x][2];\\n                            } else if (hostName.indexOf(\"jcmsdev8.cnn.com\") != -1 || hostName.indexOf(\"jcmsref.cnn.com\") != -1 || hostName.indexOf(\"cnnpreview.cnn.com\") != -1 || hostName.indexOf(\"ref.cnn.com\") != -1 || hostName.indexOf(\"preview.cnn.com\") != -1) {\\n                                if (port.indexOf(\"94\") != -1 || hostName.indexOf(\"edition\") != -1) {\\n                                    setting = c4[x][2];\\n                                }\\n                            }\\n                        }\\n                        break;\\n                    }\\n                }\\n            } else {\\n                if (hostName.indexOf(\"ireportqa.cnn.com\") != -1) {\\n                    setting = sites.ireportdev[type];\\n                } else if (hostName.indexOf(\"jcmsdev8.cnn.com\") != -1 || hostName.indexOf(\"jcmsref.cnn.com\") != -1 || hostName.indexOf(\"cnnpreview.cnn.com\") != -1 || hostName.indexOf(\"ref.cnn.com\") != -1 || hostName.indexOf(\"preview.cnn.com\") != -1 || hostName.indexOf(\"dev.cnn.com\") != -1 || hostName.indexOf(\"stage.cnngo.com\") != -1 || hostName.indexOf(\"travel.cnngo.com\") != -1 || hostName.indexOf(\"edition.stage.next.cnn.com\") != -1 || hostName.indexOf(\"cnnpreview.turner.com\") != -1 || hostName.indexOf(\"dev.cnnv2.com\") != -1 || hostName.indexOf(\"ref.cnnv2.com\") != -1 || hostName.match(/^(dev|qa|stage).(www|us|edition)-m.cnn.com/) || hostName.indexOf(\"edition.enable.next.cnn.com\") != -1 || hostName.indexOf(\"terra.next.cnn.com\") != -1 || hostName.indexOf(\"politics.next.cnn.com\") !== -1 || hostName.indexOf(\"edition.politics.next.cnn.com\") !== -1) {\\n                    if (port.indexOf(\"94\") != -1 || hostName.indexOf(\"edition\") != -1 || hostName.indexOf(\"cnnespanol\") != -1 || hostName.indexOf(\"stage.cnngo.com\") != -1 || hostName.indexOf(\"travel.cnngo.com\") != -1) {\\n                        setting = sites.cnnintldev[type];\\n                    } else {\\n                        setting = sites.cnndev[type];\\n                    }\\n                } else if (hostName.indexOf(\"qai.cnn.com\") != -1) {\\n                    setting = sites.cnndev[type];\\n                } else if (hostName.indexOf(\"cnn.staging.perfectmarket.com\") != -1 || hostName.indexOf(\"cnn.staging2.perfectmarket.com\") != -1 || hostName.indexOf(\"beta-cronkite.cnnlabs.com\") != -1 || hostName.indexOf(\"dev-audioplayer-cnn.s3.amazonaws.com\") != -1) {\\n                    setting = sites.cnndev[type];\\n                } else if (hostName.indexOf(\"darwin-dev.hope.ui\") != -1 || hostName.indexOf(\"dev-facts-first.cnnlabs.com\")!= -1) {\\n                    setting = sites.cnndev[type];\\n                } else if (hostName.indexOf(\"int-facts-first.cnnlabs.com\") != -1) {\\n                    setting = sites.cnnintldev[type];\\n                } else if (hostName.indexOf(\"ireport.cnn.com\") != -1) {\\n                    setting = sites.ireport[type];\\n                } else if (hostName.indexOf(\"edition.cnn.com\") != -1 || hostName.indexOf(\"cnnespanol.cnn.com\") != -1 || hostName.indexOf(\"backstory.blogs.cnn.com\") != -1 || hostName.indexOf(\"inthefield.blogs.cnn.com\") != -1 || hostName.indexOf(\"securityfiles.blogs.cnn.com\") != -1 || hostName.indexOf(\"thecnnfreedomproject.blogs.cnn.com\") != -1 || hostName.indexOf(\"ukelection.blogs.cnn.com\") != -1 || hostName.indexOf(\"amanpour.blogs.cnn.com\") != -1 || hostName.indexOf(\"screeningroom.blogs.cnn.com\") != -1 || hostName.indexOf(\"internationaldesk.blogs.cnn.com\") != -1 || hostName.indexOf(\"newsstream.blogs.cnn.com\") != -1 || hostName.indexOf(\"prism.blogs.cnn.com\") != -1 || hostName.indexOf(\"thebrief.blogs.cnn.com\") != -1 || hostName.indexOf(\"insidethemiddleeast.blogs.cnn.com\") != -1 || hostName.indexOf(\"connecttheworld.blogs.cnn.com\") != -1 || hostName.indexOf(\"business.blogs.cnn.com\") != -1 || hostName.indexOf(\"questmeansbusiness.blogs.cnn.com\") != -1 || hostName.indexOf(\"goalmouth.blogs.cnn.com\") != -1 || hostName.indexOf(\"olympics.blogs.cnn.com\") != -1 || hostName.indexOf(\"worldsport.blogs.cnn.com\") != -1 || hostName.indexOf(\"bodareal.blogs.cnn.com\") != -1 || hostName.indexOf(\"travel.cnn.com\") != -1 || hostName.indexOf(\"footballclub.cnn.com\") != -1 || hostName.indexOf(\"edition.cnnv2.com\") != -1 || hostName.indexOf(\"edition-m.cnn.com\") != -1) {\\n                    setting = sites.cnnintl[type];\\n                } else if (hostName.indexOf(\"cnn.com\") != -1 || hostName.indexOf(\"cnnv2.com\") != -1) {\\n                    setting = sites.cnn[type];\\n                } else if (hostName.indexOf(\"fave.api.cnn.io\") != -1 || hostName.indexOf(\"fave-api.cnn.com\") != -1) {\\n                    setting = sites.cnn[type];\\n                } else if (hostName.indexOf(\"style.staging.cnn.io\") != -1) {\\n                    setting = sites.cnndev[type];\\n                } else {\\n                    //default, if any case failed\\n                    setting = sites.cnn[type];\\n                }\\n            }\\n            try {\\n                if (window.CNNIntlVideo) {\\n                    setting = sites.cnnintl[type];\\n                }\\n            } catch (e) {}\\n            return setting;\\n        },\\n        getJObj: function(objectRef, attribute) {\\n            objectRef = (typeof objectRef == \"string\" ? window[objectRef] : objectRef);\\n            var rval = (objectRef != null && attribute != null && attribute.indexOf(\".\") == -1 && attribute.indexOf(\"[\") == -1 ? objectRef[attribute] : objectRef);\\n            if (rval === objectRef && (typeof attribute !== \\'undefined\\' || attribute != null)) {\\n                var attribs = attribute.split(\".\"),\\n                    len = attribs.length,\\n                    reArray = /([^\\\\[]+)\\\\[(\\\\d+)\\\\]/,\\n                    t, t2;\\n                rval = objectRef;\\n                for (var i = 0; i < len; i++) {\\n                    t = attribs[i];\\n                    if ((t2 = reArray.exec(t)) != null) {\\n                        rval = rval[t2[1]][parseInt(t2[2])];\\n                    } else rval = rval[t];\\n                }\\n            }\\n            return rval;\\n        },\\n        getADBPURL: function(type, lvl) {\\n            var hostname = window.location.hostname.toLowerCase();\\n            var pathname = window.location.pathname.toLowerCase();\\n            var path_array = \"\";\\n            pathname = pathname.replace(/([^\\\\/]+\\\\.[^\\\\/]+$)/, \"\");\\n\\n            var rval;\\n            switch (type) {\\n                case \"domain\":\\n                    hostname = hostname.replace(\"www.\", \"\");\\n                    if (lvl == parseFloat(lvl)) {\\n                        var domain_array = hostname.split(\".\");\\n                        var currentPointer = domain_array.length - lvl;\\n                        var currentDomainLevel = (currentPointer >= 0 ? domain_array[currentPointer] : \"\");\\n                        rval = currentDomainLevel;\\n                    } else {\\n                        rval = hostname;\\n                    }\\n                    break;\\n                case \"path\":\\n                    var pathname2 = pathname.substring(1);\\n                    path_array = pathname2.split(\"/\");\\n                    if (lvl == parseFloat(lvl) && lvl >= 1) {\\n                        var currentPathname = (path_array.length >= lvl ? path_array[lvl - 1] : \"\");\\n                        rval = currentPathname;\\n                    } else {\\n                        rval = pathname;\\n                    }\\n                    break;\\n                case \"hier\":\\n                    hostname = hostname.replace(\"www.\", \"\");\\n                    path_array = pathname.substring(1).split(\"/\");\\n                    var h1 = hostname + \"/\" + path_array[0];\\n                    var h2 = h1;\\n                    if (path_array[1]) h2 = h2 + \"/\" + path_array[1];\\n                    rval = [h1, h2];\\n                    break;\\n                default:\\n                    rval = hostname + pathname;\\n            }\\n            return rval;\\n        },\\n        getADBPPageName: function(pathname, delimiter) {\\n            var s_pageName = \"\",\\n                templateTypeSmall = \"\";\\n            if (!delimiter) delimiter = \":\";\\n            var ttbefore = wminst.Util.getCNNTemplateType(\"long\");\\n            if (ttbefore) { //default to \"other\" if template type is not defined\\n                ttbefore = ttbefore.replace(/adbp./, \"\");\\n                templateTypeSmall = wminst.Util.getADBPTranslateTemplateType(ttbefore, \"short\");\\n            } else {\\n                templateTypeSmall = \"o\";\\n            }\\n            var buc_p32 = wminst.Util.getCNNBusinessName() + delimiter + templateTypeSmall;\\n            var thirdLevelDomain = wminst.Util.getADBPURL(\"domain\", 3);\\n            var fullDomain = wminst.Util.getADBPURL(\"domain\");\\n            var lastTwoDomain = /(\\\\.\\\\w+\\\\.\\\\w+)$/.exec(fullDomain);\\n            if (lastTwoDomain) thirdLevelDomain = fullDomain.replace(lastTwoDomain[0], \"\");\\n            if (!pathname) {\\n                var p = window.location.pathname.toLowerCase();\\n                var a = p.split(\\'/\\');\\n                var l = a.length;\\n                var r = /^index./;\\n                pathname = (r.test(a[(l - 1)])) ? p.replace(/([^\\\\/]+\\\\.[^\\\\/]+$)/, \"\") : p;\\n                r = /([^\\\\/]+\\\\.[^\\\\/]+$)/;\\n                if (!r.test(pathname)) {\\n                    l = pathname.length;\\n                    if (pathname.charAt(l - 1) !== \"/\") {\\n                        pathname = pathname + \"/\";\\n                    }\\n                }\\n            }\\n            var pageNameLen, r_len;\\n            if (thirdLevelDomain == \"\") {\\n                pageNameLen = buc_p32.length + 1 + pathname.length;\\n                if (pageNameLen <= 100) {\\n                    s_pageName = buc_p32 + delimiter + pathname;\\n                } else {\\n                    r_len = pageNameLen - 100;\\n                    s_pageName = buc_p32 + delimiter + pathname.substring(r_len);\\n                }\\n            } else {\\n                pageNameLen = buc_p32.length + 1 + thirdLevelDomain.length + 1 + pathname.length;\\n                if (pageNameLen <= 100) {\\n                    s_pageName = buc_p32 + delimiter + thirdLevelDomain + delimiter + pathname;\\n                } else {\\n                    if (thirdLevelDomain.length <= 5) {\\n                        r_len = pageNameLen - 100;\\n                        s_pageName = buc_p32 + delimiter + thirdLevelDomain + delimiter + pathname.substring(r_len);\\n                    } else {\\n                        thirdLevelDomain = thirdLevelDomain.substring(0, 5);\\n                        pageNameLen = buc_p32.length + 1 + thirdLevelDomain.length + 1 + pathname.length;\\n                        if (pageNameLen <= 100) {\\n                            s_pageName = buc_p32 + delimiter + thirdLevelDomain + delimiter + pathname;\\n                        } else {\\n                            r_len = pageNameLen - 100;\\n                            s_pageName = buc_p32 + delimiter + thirdLevelDomain + delimiter + pathname.substring(r_len);\\n                        }\\n                    }\\n                }\\n            }\\n            return s_pageName;\\n        },\\n        getCNNVideoSequence : function()\\n        {\\n          return \"1\";  \\n        },\\n        getADBPTranslateTemplateType: function(templateTypeCode, lookupType) {\\n            var adbpprefix = \"adbp:\",\\n                rval = [\"o\", \"other\"];\\n            var lookup = {\\n                    b: \"blog\",\\n                    g: \"game\",\\n                    it: \"interactive\",\\n                    c: \"content\",\\n                    \"in\": \"index\",\\n                    err: \"error\",\\n                    e: \"ecom\",\\n                    s: \"signup\",\\n                    v: \"video\",\\n                    sf: \"section front\",\\n                    o: \"other\"\\n                },\\n                lookupRev = {\\n                    \"blog\": \"b\",\\n                    \"game\": \"g\",\\n                    \"interactive\": \"it\",\\n                    \"content\": \"c\",\\n                    \"index\": \"in\",\\n                    \"error\": \"err\",\\n                    \"ecom\": \"e\",\\n                    \"signup\": \"s\",\\n                    \"video\": \"v\",\\n                    \"section front\": \"sf\",\\n                    \"other\": \"o\"\\n                };\\n            if (lookup[templateTypeCode] != null) {\\n                rval = [templateTypeCode, lookup[templateTypeCode]];\\n            }\\n            if (lookupRev[templateTypeCode] != null) {\\n                rval = [lookupRev[templateTypeCode], templateTypeCode];\\n            }\\n            rval[1] = adbpprefix + rval[1];\\n            if (lookupType == \"short\") {\\n                rval = rval[0];\\n            }\\n            if (lookupType == \"long\") {\\n                rval = rval[1];\\n            }\\n            return rval;\\n        },\\n        getUserAuthState: function(type) {\\n            var userAuthToken = this.getCookieWithDomain(\"_cnn_at\");\\n            var acctVerified = this.base64Decode(userAuthToken).includes(\"cnn.authn\");\\n            switch (type) {\\n                case \"registration\" : return userAuthToken ? \"registered\" : \"anonymous\";\\n                case \"verification\" : return acctVerified ? \"account verified\" : \"account not verified\";\\n                case \"login\"        : return userAuthToken ? \"logged in\" : \"not logged in\";\\n                default             : return \"\";\\n            }\\n        },\\n        getCNNSavedRaces: function() {\\n            var rval = \"\";\\n            if(typeof CNN != \\'undefined\\' && typeof CNN.saved_races == \"number\") {\\n         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true;\\n        }\\n        counter++;\\n        setTimeout(poll, 100);\\n    })();\\n \\n    //Handling ComScore Events here\\n    window.trackCSMetrics(realaction, realdata);\\n};\\n\\nwindow.trackCSMetrics = function (realaction, realdata) {\\n    if ((window.ns_ || {}).StreamingTag) {\\n        publishCSEvents(realaction, realdata);\\n    } else {\\n        wminst.Util.log(\"trackCSMetrics load comscore streamsense\");\\n        wminst.Util.loadScript(\"//s.cdn.turner.com/analytics/comscore/streamsense.5.2.0.160629.min.js\", function () {\\n            publishCSEvents(realaction, realdata);\\n        });\\n    }\\n\\n    function publishCSEvents(realaction, realdata) {\\n        try {\\n            if ([\"cnnvideo-preroll\", \"cnnvideo-adcreative-start\"].includes(realaction)) {\\n                PubSub.publish(\"cs_video-preroll\", realdata);\\n            } else if ([\"cnnvideo-adcomplete\", \"cnnvideo-midroll-complete\"].includes(realaction)) {\\n                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trackMetrics({\\n            type: event,\\n            data: {\\n                video : currVidObj\\n            }\\n        });\\n    } catch (e) {}\\n};\\n\\nwindow.sendAudioEvent = function(data, event, id) {\\n    try {\\n        var currAudObj = (typeof data != \"string\"? data: window.JSON.parse(data));\\n        trackMetrics({\\n            type: event,\\n            data: {\\n                instance: id,\\n                audio: currAudObj\\n            }\\n        });\\n    } catch (e) {}\\n};\\n\\nwindow.sendInteractionEvent = function(event, data) {\\n    try {\\n        trackMetrics({\\n            type: event,\\n            data: {\\n                interaction: data\\n            }\\n        });\\n    } catch (e) {}\\n};\\n\\nwindow.sendHP10Interaction = function (data) {\\n    sendInteractionEvent(\"hp10-interaction\", \"10minpreview:\"+data);\\n};\\n\\nwindow.sendGameInteraction = function(event,info) {\\n    try {\\n        trackMetrics({\\n            type: event,\\n            data: {\\n                value: info\\n            }\\n        });\\n    } catch (e) {}\\n};\\n\\nwindow.sendVideoClick = function(info, event) {\\n    try {\\n        trackMetrics({\\n            type: event,\\n            data: {\\n                value: info\\n            }\\n        });\\n    } catch (e) {}\\n};\\n\\nwindow.sendNewsPulse = function(data) {\\n    try {\\n        trackMetrics({\\n            type: \"dynamic-newsPulseOmniCall\",\\n            data: {\\n                newspulse: {\\n                    query: data\\n                }\\n            }\\n        });\\n    } catch (e) {}\\n};\\n\\nwindow.sendHTML5Event = function(data, event) {\\n    if (data.contentType ==\"audio\") {\\n        trackMetrics(\"audio-start\",data.headline, \"adbp-audio\");\\n    } else {\\n        data.metas= {branding:\"ireport\"};\\n        try {\\n            trackMetrics({\\n                type: event,\\n                data: {\\n                    video : data\\n                }\\n            });\\n        } catch (e) {}\\n    }\\n};\\n\\nwindow.sendOpenStoryPerspective = function(data) {\\n    try {\\n        trackMetrics({\\n            type: \"ireport-openstory\",\\n            data: {\\n                openstory : data\\n            }\\n        });\\n    } catch (e) {}\\n};\\n\\nwindow.trackExitLinkMetrics = function(action) {\\n    try {\\n        PubSub.publish(action,\"\");\\n    }\\n    catch (e) {}\\n};\\n\\nif (wminst.Util.isStellarPage() && wminst.Util.isUserAccountPage() && window.ZION_MESSAGE_BUS) {\\n    ZION_MESSAGE_BUS.subscribe(\"event_published\", function(message) {\\n        try {\\n            var msgIndex = message.length - 1;\\n            var eventObj = message[msgIndex].message.event; \\n            var eventName = eventObj.name;\\n            if (eventName == \"PaymentTransactionCompleted\") {\\n                var billing_cycle = eventObj.props.billing_interval;\\n                if (billing_cycle == \"monthly\" || billing_cycle == \"annualy\" || billing_cycle == \"yearly\") {\\n                    var httpResp = eventObj.props.http_response;\\n                    wminst.Util.log(\"eventName =\", eventName, \"billing =\", billing_cycle, \"httpResp =\", httpResp);\\n                    if (httpResp == \"success\") {\\n                        window.trackMetrics({\\n                            type: \"site_subscription_success\",\\n                            data: eventObj.props\\n                        });\\n                    }\\n                }\\n            }\\n        } catch (e) {\\n            console.error(e);\\n        }\\n    })\\n}\\n//DOM scrapping to track retailer clicks clicked on CNN underscroed pages on non CNN links\\nvar sendFBRetailClickPixel = function(data) {\\n    try {\\n        trackMetrics({\\n            type: \"facebook-retailer-click\",\\n            data: data\\n        });\\n    } catch (e) {}\\n};  \\ntry {\\n    var elements = 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\"CNNOPINION\",\\n        \"living\":           \"CNNLIVING\",\\n        \"cnn homepage\":     \"CNNHOME\",\\n        \"ireport\":          \"IREPORT\",\\n        \"justice\":          \"CNNJUSTICE\",\\n        \"elections\":        \"CNNPOLITICS\",\\n        \"style\":            \"CNNSTYLE\"\\n    }[ch];\\n    if (pn) { c4 = pn; }\\n    if(pn && ch == \"elections\"){ c6 = \"ELECTION\";}\\n    if (wminst.isBusinessVideo(data)) {\\n        c4 = \"CNNBUSINESS\";\\n        c6 = \"BUSINESS\";\\n    }\\n    var cs_ucfr = wminst.Util.isTagConsented(\"comscore\") ? \"1\" : \"0\";\\n    var metadata = {\\n        ns_st_ci: v.id,\\n        ns_st_cl: clength,\\n        ns_st_st: \"*null\",\\n        ns_st_pu: \"CNN\",\\n        ns_st_pr: v.subcategory || \"*null\",\\n        ns_st_ep: v.headline || \"*null\",\\n        ns_st_sn: \"*null\",\\n        ns_st_en: \"*null\",\\n        ns_st_ge: v.category || \"*null\",\\n        ns_st_ia: \"0\",\\n        ns_st_ce: \"0\",\\n        ns_st_ddt: 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getSbpTokenPromise,sbpUserToken,sbpToken,sbpTokenExp,_require=require(29),getCookie=_require.getCookie,_require2=require(229),AUTH_CLIENT=_require2.AUTH_CLIENT,ConfigUtils=require(379),Log=require(34).setup({file:__filename}),_require3=require(3242),formatLoggingData=_require3.formatLoggingData,EnvVars=require(5),_require4=require(97),trackMetrics=_require4.trackMetrics,_require5=require(328),generateTemporaryDisplayName=_require5.generateTemporaryDisplayName,_require6=require(326),IDENTITY_TYPES=_require6.IDENTITY_TYPES,REMEMBER_ME_DURATION=365,genericErrorMessage=\"An unexpected error occurred. Visit help.cnn.com for assistance.\",sharedErrs={500:genericErrorMessage,default:genericErrorMessage},mvpdErrorMessageMapping={429:\"Sorry, this TV provider account is already linked to another CNN+ account.\",default:\"Sorry, we cannot link your TV Provider right now. Please try again later.\"},loginDaltonErrorMessageMapping=_objectSpread({401:\"Your account has been locked. Visit www.cnn.com/feedback for further assistance.\",420:\"You entered an incorrect email, password, or both.\",429:\"An account with this email address already exists. If you believe this account is yours, please log in above.\"},sharedErrs),loginPageDaltonErrorMessageMapping=_objectSpread({401:\"It looks like you’re having trouble logging in. Please click “Forgot password?” to reset your password.\",420:\"You have entered an invalid username or password.\".concat(EnvVars.get(\"REG_SSO_GOOGLE_ENABLED\")?\" If you used a social account before, try signing in with that instead.\":\"\"),432:\"Sorry, an error has occurred. Please try again later\",523:\"Sorry, an error has occurred. Please check your internet connection and try again\",acct_deleted:\"This email address is associated with a previously deleted account. Please use a different email address.\"},sharedErrs),createAccountDaltonErrorMessageMapping=_objectSpread({420:\"Sorry, an error has occurred. Please try again later.\",429:\\'Looks like this account already exists. Please <a href=\"/account/log-in\" data-zjs=\"click\" data-zjs-component_id=\"error_login_link\" data-zjs-source_id=\"create_account\">log in</a>.\\'},sharedErrs),updateAccountErrorMessageMapping={432:\"1 - 30 letters and numbers, can also include hyphens, apostrophes, periods, and commas.\"},maxLength=255,errorMessageMapping={validEmail:\"Please enter a valid email address\",requiredEmail:\"Email address is required\",emailSize:\"Email must not exceed 255 characters\",requiredPassword:\"Please enter a password\",registrationPassword:{min:\"Use at least 8 characters\",upperLowerCase:\"Use upper or lower case characters\",numbers:\"Use one or more numbers\"},passwordSize:\"Password must not exceed 255 characters\",displayName:{length:\"0-30 letters and numbers\",hasValidChars:\"Can include hyphens, apostrophes, periods, spaces, and commas\"}},METRIC={LOG_IN_SUCCESS:\"logged in\",LOG_IN_FAILURE:\"login failure\",ACCOUNT_CREATED:\"account created\",REGISTRATION_FAILURE:\"registration failure\"},validateEmail=function(e){var r=\"\";return e?e.length>maxLength?r=errorMessageMapping.emailSize:/^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\\\.[a-zA-Z]{2,4}$/i.test(e)||(r=errorMessageMapping.validEmail):r=errorMessageMapping.requiredEmail,r},validatePassword=function(e){var r=\"\";return e?e.length>maxLength&&(r=errorMessageMapping.passwordSize):r=errorMessageMapping.requiredPassword,r},validateRegistrationPassword=function(e){var r=errorMessageMapping.registrationPassword;return validateAllCriteria({criteria:{min:/.{8,}/,upperLowerCase:/[a-zA-Z]/,numbers:/^(?=.*[0-9]).+$/},messageMap:r,value:e})},validateDisplayName=function(e){var r=errorMessageMapping.displayName;return validateAllCriteria({criteria:{length:/^.{0,30}$/,hasValidChars:/^(?=.*[a-zA-Z0-9]|^$)([a-zA-Z0-9\\\\-,.\\' ])*$/},messageMap:r,value:e})},validateAllCriteria=function(e){var r=e.criteria,t=e.value,a=e.messageMap,n=[];return Object.keys(r).forEach(function(e){var s=!0;RegExp(r[e]).test(t)||(s=!1),n.push({valid:s,msg:a[e]})}),n},getRegionalLegalDocs=function(){var e=getCookie(\"countryCode\"),r=ConfigUtils.getConfigObject(\"siteinfo\",\"userAccountLegalDocs\")||[{docName:\"TOS\",version:\"1.0\",type:\"domestic\"},{docName:\"TOS-Intl\",version:\"1.0\",type:\"intl\"}],t=e&&\"US\"!==e?\"intl\":\"domestic\";return r.filter(function(e){return e.type===t})},userAccountTrackMetrics=function(e){trackMetrics({type:\"user-account\",data:e})},acceptTOS=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a,n,s,o,u,c,i;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!(a=AUTH_CLIENT.getToken())){e.next=30;break}e.prev=3,n=_createForOfIteratorHelper(getRegionalLegalDocs(r)),e.prev=5,n.s();case 7:if((s=n.n()).done){e.next=14;break}return o=s.value,u=o.docName,c=o.version,e.next=12,AUTH_CLIENT.addLegalDoc({docName:u,version:c},a);case 12:e.next=7;break;case 14:e.next=19;break;case 16:e.prev=16,e.t0=e.catch(5),n.e(e.t0);case 19:return e.prev=19,n.f(),e.finish(19);case 22:t={success:!0,errorStatus:null},e.next=30;break;case 25:e.prev=25,e.t1=e.catch(3),i=e.t1&&e.t1.status||500,t.errorStatus=i,Log(\"error\",\"Error accepting TOS: \",formatLoggingData(e.t1));case 30:return e.abrupt(\"return\",t);case 31:case\"end\":return e.stop()}},e,null,[[3,25],[5,16,19,22]])}));return function(r){return e.apply(this,arguments)}}(),resendConfirmation=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=13;break}return e.prev=2,e.next=5,AUTH_CLIENT.resendConfirmationEmail(r,{},AUTH_CLIENT.getToken());case 5:t={success:!0,errorStatus:null},e.next=13;break;case 8:e.prev=8,e.t0=e.catch(2),a=e.t0&&e.t0.status||500,t.errorStatus=a,Log(\"error\",\"Error resending email confirmation:\",formatLoggingData(e.t0));case 13:return e.abrupt(\"return\",t);case 14:case\"end\":return e.stop()}},e,null,[[2,8]])}));return function(r){return e.apply(this,arguments)}}(),resetPassword=function(){var e=(0,_asyncToGenerator2.default)(function(e){var r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};return _regenerator.default.mark(function t(){var a,n;return _regenerator.default.wrap(function(t){for(;;)switch(t.prev=t.next){case 0:if(a={success:!1,errorStatus:500},!e){t.next=13;break}return t.prev=2,t.next=5,AUTH_CLIENT.resetPasswordRequest(e,r);case 5:a={success:!0,errorStatus:null},t.next=13;break;case 8:t.prev=8,t.t0=t.catch(2),n=t.t0&&t.t0.status||500,a.errorStatus=n,Log(\"error\",\"Error sending reset password request:\",formatLoggingData(t.t0));case 13:return t.abrupt(\"return\",a);case 14:case\"end\":return t.stop()}},t,null,[[2,8]])})()});return function(r){return e.apply(this,arguments)}}(),confirmEmail=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=13;break}return e.prev=2,e.next=5,AUTH_CLIENT.confirmEmail(r);case 5:t={success:!0,errorStatus:null},e.next=13;break;case 8:e.prev=8,e.t0=e.catch(2),a=e.t0&&e.t0.status||500,t.errorStatus=a,Log(\"error\",\"Error confirming email: \",formatLoggingData(e.t0));case 13:return e.abrupt(\"return\",t);case 14:case\"end\":return e.stop()}},e,null,[[2,8]])}));return function(r){return e.apply(this,arguments)}}(),confirmReset=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=14;break}return e.prev=2,e.next=5,AUTH_CLIENT.resetPassword(r);case 5:a=e.sent,t={resetToken:a,success:!0,errorStatus:null},e.next=14;break;case 9:e.prev=9,e.t0=e.catch(2),n=e.t0&&e.t0.status||500,t.errorStatus=n,Log(\"error\",\"Error confirming reset password: \",formatLoggingData(e.t0));case 14:return e.abrupt(\"return\",t);case 15:case\"end\":return e.stop()}},e,null,[[2,9]])}));return function(r){return e.apply(this,arguments)}}(),changePassword=function(){var e=(0,_asyncToGenerator2.default)(function(e,r){var t=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null;return _regenerator.default.mark(function a(){var n,s;return _regenerator.default.wrap(function(a){for(;;)switch(a.prev=a.next){case 0:if(n={success:!1,errorStatus:500},!e||!r){a.next=13;break}return a.prev=2,a.next=5,AUTH_CLIENT.changePassword({newPassword:r,misc:t},e);case 5:n={success:!0,errorStatus:null},a.next=13;break;case 8:a.prev=8,a.t0=a.catch(2),s=a.t0&&a.t0.status||500,n.errorStatus=s,Log(\"error\",\"Error changing password: \",formatLoggingData(a.t0));case 13:return a.abrupt(\"return\",n);case 14:case\"end\":return a.stop()}},a,null,[[2,8]])})()});return function(r,t){return e.apply(this,arguments)}}(),registerUser=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a,n,s,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=17;break}return a=r.attributes,n=r.source,e.prev=3,e.next=6,AUTH_CLIENT.register(_objectSpread(_objectSpread({},r),{},{attributes:_objectSpread(_objectSpread({},a),{},{registration_subscribe:(new Date).toISOString(),registration_source:n,display_name:generateTemporaryDisplayName()}),legaldocs:getRegionalLegalDocs()}));case 6:e.sent&&(t={success:!0,errorStatus:null},userAccountTrackMetrics({action:METRIC.ACCOUNT_CREATED})),e.next=17;break;case 10:e.prev=10,e.t0=e.catch(3),s=e.t0&&e.t0.status||500,t.errorStatus=s,o=formatLoggingData(e.t0),userAccountTrackMetrics({action:METRIC.REGISTRATION_FAILURE,errorMessage:o}),Log(\"error\",\"Error registering user: \",o);case 17:return e.abrupt(\"return\",t);case 18:case\"end\":return e.stop()}},e,null,[[3,10]])}));return function(r){return e.apply(this,arguments)}}(),registerUserSSO=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a,n,s;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return t={success:!1,errorStatus:500},e.prev=1,e.next=4,AUTH_CLIENT.googleSsoRegister(_objectSpread(_objectSpread({},r),{},{attributes:_objectSpread(_objectSpread({},r.attributes||{}),{},{registration_subscribe:(new Date).toISOString(),registration_source:r.source,display_name:generateTemporaryDisplayName()}),legaldocs:getRegionalLegalDocs()}));case 4:a=e.sent,t={success:!0,errorStatus:null,userInfo:a},userAccountTrackMetrics({action:\"account created\",method:IDENTITY_TYPES.GOOGLE.toLowerCase()}),e.next=16;break;case 9:e.prev=9,e.t0=e.catch(1),n=e.t0&&e.t0.status||500,s=formatLoggingData(e.t0),t.errorStatus=n,userAccountTrackMetrics({action:METRIC.REGISTRATION_FAILURE,method:IDENTITY_TYPES.GOOGLE.toLowerCase(),errorMessage:s}),Log(\"error\",\"Error registering user with Google: \",s);case 16:return e.abrupt(\"return\",t);case 17:case\"end\":return e.stop()}},e,null,[[1,9]])}));return function(r){return e.apply(this,arguments)}}(),registerUserSSOApple=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a,n,s;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return t={success:!1,errorStatus:500},e.prev=1,e.next=4,AUTH_CLIENT.appleSsoRegister(_objectSpread(_objectSpread({},r),{},{attributes:_objectSpread(_objectSpread({},r.attributes||{}),{},{registration_subscribe:(new Date).toISOString(),registration_source:r.source,display_name:generateTemporaryDisplayName()}),legaldocs:getRegionalLegalDocs()}));case 4:a=e.sent,t={success:!0,errorStatus:null,userInfo:a},userAccountTrackMetrics({action:METRIC.ACCOUNT_CREATED,method:IDENTITY_TYPES.APPLE.toLowerCase()}),e.next=16;break;case 9:e.prev=9,e.t0=e.catch(1),n=e.t0&&e.t0.status||500,s=formatLoggingData(e.t0),t.errorStatus=n,userAccountTrackMetrics({action:METRIC.REGISTRATION_FAILURE,method:IDENTITY_TYPES.APPLE.toLowerCase(),errorMessage:s}),Log(\"error\",\"Error registering user with Apple: \",formatLoggingData(e.t0));case 16:return e.abrupt(\"return\",t);case 17:case\"end\":return e.stop()}},e,null,[[1,9]])}));return function(r){return e.apply(this,arguments)}}(),loginUser=function(){var e=(0,_asyncToGenerator2.default)(function(e){var r=e.email,t=e.password,a=e.misc,n=void 0===a?{}:a,s=e.userInfoData,o=void 0===s?{}:s,u=e.ssoType,c=void 0===u?\"\":u;return _regenerator.default.mark(function e(){var a,s,u,i,l,p,g;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(s={success:!1,errorStatus:500,userInfo:void 0},a={},(0,_defineProperty2.default)(a,IDENTITY_TYPES.GOOGLE,registerUserSSO),(0,_defineProperty2.default)(a,IDENTITY_TYPES.APPLE,registerUserSSOApple),u=a,i=c?{method:c.toLowerCase()}:{},!(c&&t||r&&t)){e.next=25;break}return e.prev=4,e.next=7,AUTH_CLIENT.login(_objectSpread(_objectSpread({email:r,password:t},c&&{identityType:c}),{},{rememberMe:REMEMBER_ME_DURATION,misc:n}));case 7:l=e.sent,s={success:!0,errorStatus:null,userInfo:l},userAccountTrackMetrics(_objectSpread({action:METRIC.LOG_IN_SUCCESS},i)),e.next=25;break;case 12:if(e.prev=12,e.t0=e.catch(4),420!==(p=e.t0&&e.t0.status||500)||!c){e.next=21;break}return e.next=18,u[c](_objectSpread({token:t,misc:n},o));case 18:s=e.sent,e.next=25;break;case 21:s.errorStatus=p,g=formatLoggingData(e.t0),userAccountTrackMetrics(_objectSpread({action:METRIC.LOG_IN_FAILURE,errorMessage:g},i)),Log(\"error\",\"Error logging in user:\",g);case 25:return e.abrupt(\"return\",s);case 26:case\"end\":return e.stop()}},e,null,[[4,12]])})()});return function(r){return e.apply(this,arguments)}}(),getUserInfo=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(){var r,t,a,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r={success:!1,errorStatus:500,userInfo:void 0},!(t=AUTH_CLIENT.getToken())){e.next=16;break}return e.prev=3,e.next=6,AUTH_CLIENT.accountInfo(t);case 6:a=e.sent,r={success:!0,errorStatus:null,userInfo:a,userToken:t},e.next=16;break;case 10:e.prev=10,e.t0=e.catch(3),n=e.t0&&e.t0.status||500,r.errorStatus=n,AUTH_CLIENT.removeToken(),Log(\"error\",\"Error getting user info: \",formatLoggingData(e.t0));case 16:return e.abrupt(\"return\",r);case 17:case\"end\":return e.stop()}},e,null,[[3,10]])}));return function(){return e.apply(this,arguments)}}(),updateAccountInfo=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var a,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(a={success:!1,errorStatus:500},!(t=t||AUTH_CLIENT.getToken())){e.next=14;break}return e.prev=3,e.next=6,AUTH_CLIENT.updateAccount(r,t);case 6:a={success:!0,errorStatus:null},e.next=14;break;case 9:e.prev=9,e.t0=e.catch(3),n=e.t0&&e.t0.status||500,a.errorStatus=n,Log(\"error\",\"Error updating account info: \",formatLoggingData(e.t0));case 14:return e.abrupt(\"return\",a);case 15:case\"end\":return e.stop()}},e,null,[[3,9]])}));return function(r,t){return e.apply(this,arguments)}}(),deleteAccount=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(){var r,t,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r={success:!1,errorStatus:500},!(t=AUTH_CLIENT.getToken())){e.next=14;break}return e.prev=3,e.next=6,AUTH_CLIENT.deleteAccount(t);case 6:r={success:!0,errorStatus:null},e.next=14;break;case 9:e.prev=9,e.t0=e.catch(3),a=e.t0&&e.t0.status||500,r.errorStatus=a,Log(\"error\",\"Error deleting account: \",formatLoggingData(e.t0));case 14:return e.abrupt(\"return\",r);case 15:case\"end\":return e.stop()}},e,null,[[3,9]])}));return function(){return e.apply(this,arguments)}}(),refreshAuthToken=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(){var r,t,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r={success:!1,errorStatus:500},!(t=AUTH_CLIENT.getToken())){e.next=14;break}return e.prev=3,e.next=6,AUTH_CLIENT.refreshAuthToken(t,REMEMBER_ME_DURATION);case 6:r={success:AUTH_CLIENT.tokenWithAuthn(),errorStatus:null},e.next=14;break;case 9:e.prev=9,e.t0=e.catch(3),a=e.t0&&e.t0.status||500,r.errorStatus=a,Log(\"error\",\"Error refreshing auth token: \",formatLoggingData(e.t0));case 14:return e.abrupt(\"return\",r);case 15:case\"end\":return e.stop()}},e,null,[[3,9]])}));return function(){return e.apply(this,arguments)}}(),linkMVPDAuthn=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,a,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},a=AUTH_CLIENT.getToken(),!r||!a){e.next=14;break}return e.prev=3,e.next=6,AUTH_CLIENT.linkMVPDAuthn(a,r);case 6:t=e.sent,e.next=14;break;case 9:e.prev=9,e.t0=e.catch(3),n=e.t0&&e.t0.status||500,t.errorStatus=n,Log(\"error\",\"Error linking MVPD to user: \",formatLoggingData(e.t0));case 14:return e.abrupt(\"return\",t);case 15:case\"end\":return e.stop()}},e,null,[[3,9]])}));return function(r){return e.apply(this,arguments)}}(),getPreAuthEntitlements=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var a,n,s,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(a={success:!1,errorStatus:500,preAuthorizedEntitlements:void 0},!r){e.next=15;break}return e.prev=2,e.next=5,AUTH_CLIENT.getPreAuthEntitlements(r,t);case 5:n=e.sent,s=n.preAuthorizedEntitlements,a={success:!0,errorStatus:null,preAuthorizedEntitlements:s},e.next=15;break;case 10:e.prev=10,e.t0=e.catch(2),o=e.t0&&e.t0.status||500,a.errorStatus=o,Log(\"error\",\"Error getting preauth entitlements: \",formatLoggingData(e.t0));case 15:return e.abrupt(\"return\",a);case 16:case\"end\":return e.stop()}},e,null,[[2,10]])}));return function(r,t){return e.apply(this,arguments)}}(),getSbpToken=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(){return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return getSbpTokenPromise||(getSbpTokenPromise=getSbpTokenFn()),e.abrupt(\"return\",getSbpTokenPromise);case 2:case\"end\":return e.stop()}},e)}));return function(){return e.apply(this,arguments)}}(),getSbpTokenFn=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(){var r,t,a,n,s;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 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function(){return e.apply(this,arguments)}}(),linkSSOAccount=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var a,n,s;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return a={success:!1,errorStatus:500},n=t||AUTH_CLIENT.getToken(),e.prev=2,e.next=5,AUTH_CLIENT.linkSSOAccount(r,n);case 5:a={success:!0,errorStatus:null},e.next=13;break;case 8:e.prev=8,e.t0=e.catch(2),s=e.t0&&e.t0.status||500,a.errorStatus=s,Log(\"error\",\"Error linking SSO account: \",formatLoggingData(e.t0));case 13:return e.abrupt(\"return\",a);case 14:case\"end\":return e.stop()}},e,null,[[2,8]])}));return function(r,t){return e.apply(this,arguments)}}(),getSSOIdentities=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var a,n,s,o,u;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return 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Received type \\'+typeof e);var r=e.length,n=arguments.length>2&&!0===arguments[2];if(!n&&0===r)return 0;for(var f=!1;;)switch(t){case\"ascii\":case\"latin1\":case\"binary\":return r;case\"utf8\":case\"utf-8\":return utf8ToBytes(e).length;case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return 2*r;case\"hex\":return r>>>1;case\"base64\":return base64ToBytes(e).length;default:if(f)return n?-1:utf8ToBytes(e).length;t=(\"\"+t).toLowerCase(),f=!0}}function slowToString(e,t,r){var n=!1;if((void 0===t||t<0)&&(t=0),t>this.length)return\"\";if((void 0===r||r>this.length)&&(r=this.length),r<=0)return\"\";if((r>>>=0)<=(t>>>=0))return\"\";for(e||(e=\"utf8\");;)switch(e){case\"hex\":return hexSlice(this,t,r);case\"utf8\":case\"utf-8\":return utf8Slice(this,t,r);case\"ascii\":return asciiSlice(this,t,r);case\"latin1\":case\"binary\":return latin1Slice(this,t,r);case\"base64\":return base64Slice(this,t,r);case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return utf16leSlice(this,t,r);default:if(n)throw new TypeError(\"Unknown encoding: \"+e);e=(e+\"\").toLowerCase(),n=!0}}function swap(e,t,r){var n=e[t];e[t]=e[r],e[r]=n}function bidirectionalIndexOf(e,t,r,n,f){if(0===e.length)return-1;if(\"string\"==typeof r?(n=r,r=0):r>2147483647?r=2147483647:r<-2147483648&&(r=-2147483648),numberIsNaN(r=+r)&&(r=f?0:e.length-1),r<0&&(r=e.length+r),r>=e.length){if(f)return-1;r=e.length-1}else if(r<0){if(!f)return-1;r=0}if(\"string\"==typeof t&&(t=Buffer.from(t,n)),Buffer.isBuffer(t))return 0===t.length?-1:arrayIndexOf(e,t,r,n,f);if(\"number\"==typeof t)return t&=255,\"function\"==typeof Uint8Array.prototype.indexOf?f?Uint8Array.prototype.indexOf.call(e,t,r):Uint8Array.prototype.lastIndexOf.call(e,t,r):arrayIndexOf(e,[t],r,n,f);throw new TypeError(\"val must be string, number or Buffer\")}function arrayIndexOf(e,t,r,n,f){var i,o=1,u=e.length,s=t.length;if(void 0!==n&&(\"ucs2\"===(n=String(n).toLowerCase())||\"ucs-2\"===n||\"utf16le\"===n||\"utf-16le\"===n)){if(e.length<2||t.length<2)return-1;o=2,u/=2,s/=2,r/=2}function a(e,t){return 1===o?e[t]:e.readUInt16BE(t*o)}if(f){var h=-1;for(i=r;i<u;i++)if(a(e,i)===a(t,-1===h?0:i-h)){if(-1===h&&(h=i),i-h+1===s)return h*o}else-1!==h&&(i-=i-h),h=-1}else for(r+s>u&&(r=u-s),i=r;i>=0;i--){for(var c=!0,l=0;l<s;l++)if(a(e,i+l)!==a(t,l)){c=!1;break}if(c)return i}return-1}function hexWrite(e,t,r,n){r=Number(r)||0;var f=e.length-r;n?(n=Number(n))>f&&(n=f):n=f;var i=t.length;n>i/2&&(n=i/2);for(var o=0;o<n;++o){var u=parseInt(t.substr(2*o,2),16);if(numberIsNaN(u))return o;e[r+o]=u}return o}function utf8Write(e,t,r,n){return blitBuffer(utf8ToBytes(t,e.length-r),e,r,n)}function asciiWrite(e,t,r,n){return blitBuffer(asciiToBytes(t),e,r,n)}function latin1Write(e,t,r,n){return asciiWrite(e,t,r,n)}function base64Write(e,t,r,n){return blitBuffer(base64ToBytes(t),e,r,n)}function ucs2Write(e,t,r,n){return blitBuffer(utf16leToBytes(t,e.length-r),e,r,n)}function base64Slice(e,t,r){return 0===t&&r===e.length?base64.fromByteArray(e):base64.fromByteArray(e.slice(t,r))}function utf8Slice(e,t,r){r=Math.min(e.length,r);for(var n=[],f=t;f<r;){var i,o,u,s,a=e[f],h=null,c=a>239?4:a>223?3:a>191?2:1;if(f+c<=r)switch(c){case 1:a<128&&(h=a);break;case 2:128==(192&(i=e[f+1]))&&(s=(31&a)<<6|63&i)>127&&(h=s);break;case 3:i=e[f+1],o=e[f+2],128==(192&i)&&128==(192&o)&&(s=(15&a)<<12|(63&i)<<6|63&o)>2047&&(s<55296||s>57343)&&(h=s);break;case 4:i=e[f+1],o=e[f+2],u=e[f+3],128==(192&i)&&128==(192&o)&&128==(192&u)&&(s=(15&a)<<18|(63&i)<<12|(63&o)<<6|63&u)>65535&&s<1114112&&(h=s)}null===h?(h=65533,c=1):h>65535&&(h-=65536,n.push(h>>>10&1023|55296),h=56320|1023&h),n.push(h),f+=c}return decodeCodePointsArray(n)}exports.kMaxLength=K_MAX_LENGTH,Buffer.TYPED_ARRAY_SUPPORT=typedArraySupport(),Buffer.TYPED_ARRAY_SUPPORT||\"undefined\"==typeof console||\"function\"!=typeof console.error||console.error(\"This browser lacks typed array (Uint8Array) support which is required by `buffer` v5.x. Use `buffer` v4.x if you require old browser support.\"),Object.defineProperty(Buffer.prototype,\"parent\",{enumerable:!0,get:function(){if(Buffer.isBuffer(this))return this.buffer}}),Object.defineProperty(Buffer.prototype,\"offset\",{enumerable:!0,get:function(){if(Buffer.isBuffer(this))return this.byteOffset}}),\"undefined\"!=typeof Symbol&&null!=Symbol.species&&Buffer[Symbol.species]===Buffer&&Object.defineProperty(Buffer,Symbol.species,{value:null,configurable:!0,enumerable:!1,writable:!1}),Buffer.poolSize=8192,Buffer.from=function(e,t,r){return from(e,t,r)},Buffer.prototype.__proto__=Uint8Array.prototype,Buffer.__proto__=Uint8Array,Buffer.alloc=function(e,t,r){return alloc(e,t,r)},Buffer.allocUnsafe=function(e){return allocUnsafe(e)},Buffer.allocUnsafeSlow=function(e){return allocUnsafe(e)},Buffer.isBuffer=function(e){return null!=e&&!0===e._isBuffer&&e!==Buffer.prototype},Buffer.compare=function(e,t){if(isInstance(e,Uint8Array)&&(e=Buffer.from(e,e.offset,e.byteLength)),isInstance(t,Uint8Array)&&(t=Buffer.from(t,t.offset,t.byteLength)),!Buffer.isBuffer(e)||!Buffer.isBuffer(t))throw new TypeError(\\'The \"buf1\", \"buf2\" arguments must be one of type Buffer or Uint8Array\\');if(e===t)return 0;for(var r=e.length,n=t.length,f=0,i=Math.min(r,n);f<i;++f)if(e[f]!==t[f]){r=e[f],n=t[f];break}return r<n?-1:n<r?1:0},Buffer.isEncoding=function(e){switch(String(e).toLowerCase()){case\"hex\":case\"utf8\":case\"utf-8\":case\"ascii\":case\"latin1\":case\"binary\":case\"base64\":case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return!0;default:return!1}},Buffer.concat=function(e,t){if(!Array.isArray(e))throw new TypeError(\\'\"list\" argument must be an Array of Buffers\\');if(0===e.length)return Buffer.alloc(0);var r;if(void 0===t)for(t=0,r=0;r<e.length;++r)t+=e[r].length;var n=Buffer.allocUnsafe(t),f=0;for(r=0;r<e.length;++r){var i=e[r];if(isInstance(i,Uint8Array)&&(i=Buffer.from(i)),!Buffer.isBuffer(i))throw new TypeError(\\'\"list\" argument must be an Array of Buffers\\');i.copy(n,f),f+=i.length}return n},Buffer.byteLength=byteLength,Buffer.prototype._isBuffer=!0,Buffer.prototype.swap16=function(){var e=this.length;if(e%2!=0)throw new RangeError(\"Buffer size must be a multiple of 16-bits\");for(var t=0;t<e;t+=2)swap(this,t,t+1);return this},Buffer.prototype.swap32=function(){var e=this.length;if(e%4!=0)throw new RangeError(\"Buffer size must be a multiple of 32-bits\");for(var t=0;t<e;t+=4)swap(this,t,t+3),swap(this,t+1,t+2);return this},Buffer.prototype.swap64=function(){var e=this.length;if(e%8!=0)throw new RangeError(\"Buffer size must be a multiple of 64-bits\");for(var t=0;t<e;t+=8)swap(this,t,t+7),swap(this,t+1,t+6),swap(this,t+2,t+5),swap(this,t+3,t+4);return this},Buffer.prototype.toString=function(){var e=this.length;return 0===e?\"\":0===arguments.length?utf8Slice(this,0,e):slowToString.apply(this,arguments)},Buffer.prototype.toLocaleString=Buffer.prototype.toString,Buffer.prototype.equals=function(e){if(!Buffer.isBuffer(e))throw new TypeError(\"Argument must be a Buffer\");return this===e||0===Buffer.compare(this,e)},Buffer.prototype.inspect=function(){var e=\"\",t=exports.INSPECT_MAX_BYTES;return e=this.toString(\"hex\",0,t).replace(/(.{2})/g,\"$1 \").trim(),this.length>t&&(e+=\" ... \"),\"<Buffer \"+e+\">\"},Buffer.prototype.compare=function(e,t,r,n,f){if(isInstance(e,Uint8Array)&&(e=Buffer.from(e,e.offset,e.byteLength)),!Buffer.isBuffer(e))throw new TypeError(\\'The \"target\" argument must be one of type Buffer or Uint8Array. Received type \\'+typeof e);if(void 0===t&&(t=0),void 0===r&&(r=e?e.length:0),void 0===n&&(n=0),void 0===f&&(f=this.length),t<0||r>e.length||n<0||f>this.length)throw new RangeError(\"out of range index\");if(n>=f&&t>=r)return 0;if(n>=f)return-1;if(t>=r)return 1;if(this===e)return 0;for(var i=(f>>>=0)-(n>>>=0),o=(r>>>=0)-(t>>>=0),u=Math.min(i,o),s=this.slice(n,f),a=e.slice(t,r),h=0;h<u;++h)if(s[h]!==a[h]){i=s[h],o=a[h];break}return i<o?-1:o<i?1:0},Buffer.prototype.includes=function(e,t,r){return-1!==this.indexOf(e,t,r)},Buffer.prototype.indexOf=function(e,t,r){return bidirectionalIndexOf(this,e,t,r,!0)},Buffer.prototype.lastIndexOf=function(e,t,r){return bidirectionalIndexOf(this,e,t,r,!1)},Buffer.prototype.write=function(e,t,r,n){if(void 0===t)n=\"utf8\",r=this.length,t=0;else if(void 0===r&&\"string\"==typeof t)n=t,r=this.length,t=0;else{if(!isFinite(t))throw new Error(\"Buffer.write(string, encoding, offset[, length]) is no longer supported\");t>>>=0,isFinite(r)?(r>>>=0,void 0===n&&(n=\"utf8\")):(n=r,r=void 0)}var f=this.length-t;if((void 0===r||r>f)&&(r=f),e.length>0&&(r<0||t<0)||t>this.length)throw new RangeError(\"Attempt to write outside buffer bounds\");n||(n=\"utf8\");for(var i=!1;;)switch(n){case\"hex\":return hexWrite(this,e,t,r);case\"utf8\":case\"utf-8\":return utf8Write(this,e,t,r);case\"ascii\":return asciiWrite(this,e,t,r);case\"latin1\":case\"binary\":return latin1Write(this,e,t,r);case\"base64\":return base64Write(this,e,t,r);case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return ucs2Write(this,e,t,r);default:if(i)throw new TypeError(\"Unknown encoding: \"+n);n=(\"\"+n).toLowerCase(),i=!0}},Buffer.prototype.toJSON=function(){return{type:\"Buffer\",data:Array.prototype.slice.call(this._arr||this,0)}};var MAX_ARGUMENTS_LENGTH=4096;function decodeCodePointsArray(e){var t=e.length;if(t<=MAX_ARGUMENTS_LENGTH)return String.fromCharCode.apply(String,e);for(var r=\"\",n=0;n<t;)r+=String.fromCharCode.apply(String,e.slice(n,n+=MAX_ARGUMENTS_LENGTH));return r}function asciiSlice(e,t,r){var n=\"\";r=Math.min(e.length,r);for(var f=t;f<r;++f)n+=String.fromCharCode(127&e[f]);return n}function latin1Slice(e,t,r){var n=\"\";r=Math.min(e.length,r);for(var f=t;f<r;++f)n+=String.fromCharCode(e[f]);return n}function hexSlice(e,t,r){var n=e.length;(!t||t<0)&&(t=0),(!r||r<0||r>n)&&(r=n);for(var f=\"\",i=t;i<r;++i)f+=toHex(e[i]);return f}function utf16leSlice(e,t,r){for(var n=e.slice(t,r),f=\"\",i=0;i<n.length;i+=2)f+=String.fromCharCode(n[i]+256*n[i+1]);return f}function checkOffset(e,t,r){if(e%1!=0||e<0)throw new RangeError(\"offset is not uint\");if(e+t>r)throw new RangeError(\"Trying to access beyond buffer length\")}function checkInt(e,t,r,n,f,i){if(!Buffer.isBuffer(e))throw new TypeError(\\'\"buffer\" argument must be a Buffer instance\\');if(t>f||t<i)throw new RangeError(\\'\"value\" argument is out of bounds\\');if(r+n>e.length)throw new RangeError(\"Index out of range\")}function checkIEEE754(e,t,r,n,f,i){if(r+n>e.length)throw new RangeError(\"Index out of range\");if(r<0)throw new RangeError(\"Index out of range\")}function writeFloat(e,t,r,n,f){return t=+t,r>>>=0,f||checkIEEE754(e,t,r,4,3.4028234663852886e38,-3.4028234663852886e38),ieee754.write(e,t,r,n,23,4),r+4}function writeDouble(e,t,r,n,f){return t=+t,r>>>=0,f||checkIEEE754(e,t,r,8,1.7976931348623157e308,-1.7976931348623157e308),ieee754.write(e,t,r,n,52,8),r+8}Buffer.prototype.slice=function(e,t){var r=this.length;(e=~~e)<0?(e+=r)<0&&(e=0):e>r&&(e=r),(t=void 0===t?r:~~t)<0?(t+=r)<0&&(t=0):t>r&&(t=r),t<e&&(t=e);var n=this.subarray(e,t);return n.__proto__=Buffer.prototype,n},Buffer.prototype.readUIntLE=function(e,t,r){e>>>=0,t>>>=0,r||checkOffset(e,t,this.length);for(var n=this[e],f=1,i=0;++i<t&&(f*=256);)n+=this[e+i]*f;return n},Buffer.prototype.readUIntBE=function(e,t,r){e>>>=0,t>>>=0,r||checkOffset(e,t,this.length);for(var 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_exportNames={add:!0,addBusinessDays:!0,addDays:!0,addHours:!0,addISOWeekYears:!0,addMilliseconds:!0,addMinutes:!0,addMonths:!0,addQuarters:!0,addSeconds:!0,addWeeks:!0,addYears:!0,areIntervalsOverlapping:!0,clamp:!0,closestIndexTo:!0,closestTo:!0,compareAsc:!0,compareDesc:!0,daysToWeeks:!0,differenceInBusinessDays:!0,differenceInCalendarDays:!0,differenceInCalendarISOWeekYears:!0,differenceInCalendarISOWeeks:!0,differenceInCalendarMonths:!0,differenceInCalendarQuarters:!0,differenceInCalendarWeeks:!0,differenceInCalendarYears:!0,differenceInDays:!0,differenceInHours:!0,differenceInISOWeekYears:!0,differenceInMilliseconds:!0,differenceInMinutes:!0,differenceInMonths:!0,differenceInQuarters:!0,differenceInSeconds:!0,differenceInWeeks:!0,differenceInYears:!0,eachDayOfInterval:!0,eachHourOfInterval:!0,eachMinuteOfInterval:!0,eachMonthOfInterval:!0,eachQuarterOfInterval:!0,eachWeekOfInterval:!0,eachWeekendOfInterval:!0,eachWeekendOfMonth:!0,eachWeekendOfYear:!0,eachYearOfInterval:!0,endOfDay:!0,endOfDecade:!0,endOfHour:!0,endOfISOWeek:!0,endOfISOWeekYear:!0,endOfMinute:!0,endOfMonth:!0,endOfQuarter:!0,endOfSecond:!0,endOfToday:!0,endOfTomorrow:!0,endOfWeek:!0,endOfYear:!0,endOfYesterday:!0,format:!0,formatDistance:!0,formatDistanceStrict:!0,formatDistanceToNow:!0,formatDistanceToNowStrict:!0,formatDuration:!0,formatISO:!0,formatISO9075:!0,formatISODuration:!0,formatRFC3339:!0,formatRFC7231:!0,formatRelative:!0,fromUnixTime:!0,getDate:!0,getDay:!0,getDayOfYear:!0,getDaysInMonth:!0,getDaysInYear:!0,getDecade:!0,getHours:!0,getISODay:!0,getISOWeek:!0,getISOWeekYear:!0,getISOWeeksInYear:!0,getMilliseconds:!0,getMinutes:!0,getMonth:!0,getOverlappingDaysInIntervals:!0,getQuarter:!0,getSeconds:!0,getTime:!0,getUnixTime:!0,getWeek:!0,getWeekOfMonth:!0,getWeekYear:!0,getWeeksInMonth:!0,getYear:!0,hoursToMilliseconds:!0,hoursToMinutes:!0,hoursToSeconds:!0,intervalToDuration:!0,intlFormat:!0,isAfter:!0,isBefore:!0,isDate:!0,isEqual:!0,isExists:!0,isFirstDayOfMonth:!0,isFriday:!0,isFuture:!0,isLastDayOfMonth:!0,isLeapYear:!0,isMatch:!0,isMonday:!0,isPast:!0,isSameDay:!0,isSameHour:!0,isSameISOWeek:!0,isSameISOWeekYear:!0,isSameMinute:!0,isSameMonth:!0,isSameQuarter:!0,isSameSecond:!0,isSameWeek:!0,isSameYear:!0,isSaturday:!0,isSunday:!0,isThisHour:!0,isThisISOWeek:!0,isThisMinute:!0,isThisMonth:!0,isThisQuarter:!0,isThisSecond:!0,isThisWeek:!0,isThisYear:!0,isThursday:!0,isToday:!0,isTomorrow:!0,isTuesday:!0,isValid:!0,isWednesday:!0,isWeekend:!0,isWithinInterval:!0,isYesterday:!0,lastDayOfDecade:!0,lastDayOfISOWeek:!0,lastDayOfISOWeekYear:!0,lastDayOfMonth:!0,lastDayOfQuarter:!0,lastDayOfWeek:!0,lastDayOfYear:!0,lightFormat:!0,max:!0,milliseconds:!0,millisecondsToHours:!0,millisecondsToMinutes:!0,millisecondsToSeconds:!0,min:!0,minutesToHours:!0,minutesToMilliseconds:!0,minutesToSeconds:!0,monthsToQuarters:!0,monthsToYears:!0,nextDay:!0,nextFriday:!0,nextMonday:!0,nextSaturday:!0,nextSunday:!0,nextThursday:!0,nextTuesday:!0,nextWednesday:!0,parse:!0,parseISO:!0,parseJSON:!0,previousDay:!0,previousFriday:!0,previousMonday:!0,previousSaturday:!0,previousSunday:!0,previousThursday:!0,previousTuesday:!0,previousWednesday:!0,quartersToMonths:!0,quartersToYears:!0,roundToNearestMinutes:!0,secondsToHours:!0,secondsToMilliseconds:!0,secondsToMinutes:!0,set:!0,setDate:!0,setDay:!0,setDayOfYear:!0,setHours:!0,setISODay:!0,setISOWeek:!0,setISOWeekYear:!0,setMilliseconds:!0,setMinutes:!0,setMonth:!0,setQuarter:!0,setSeconds:!0,setWeek:!0,setWeekYear:!0,setYear:!0,startOfDay:!0,startOfDecade:!0,startOfHour:!0,startOfISOWeek:!0,startOfISOWeekYear:!0,startOfMinute:!0,startOfMonth:!0,startOfQuarter:!0,startOfSecond:!0,startOfToday:!0,startOfTomorrow:!0,startOfWeek:!0,startOfWeekYear:!0,startOfYear:!0,startOfYesterday:!0,sub:!0,subBusinessDays:!0,subDays:!0,subHours:!0,subISOWeekYears:!0,subMilliseconds:!0,subMinutes:!0,subMonths:!0,subQuarters:!0,subSeconds:!0,subWeeks:!0,subYears:!0,toDate:!0,weeksToDays:!0,yearsToMonths:!0,yearsToQuarters:!0};Object.defineProperty(exports,\"add\",{enumerable:!0,get:function(){return 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{\"1\":1,\"10\":10,\"11\":11,\"12\":12,\"16\":16,\"19\":19,\"24\":24,\"25\":25,\"29\":29,\"34\":34,\"2582\":2582,\"3120\":3120,\"3126\":3126,\"3242\":3242}];\\nwindow.modules[\"229\"] = [function(require,module,exports){(function (__filename){(function (){\\n\"use strict\";var _interopRequireDefault=require(10),_regenerator=_interopRequireDefault(require(25)),_defineProperty2=_interopRequireDefault(require(19)),_asyncToGenerator2=_interopRequireDefault(require(24));function ownKeys(e,r){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);r&&(n=n.filter(function(r){return Object.getOwnPropertyDescriptor(e,r).enumerable})),t.push.apply(t,n)}return t}function _objectSpread(e){for(var r=1;r<arguments.length;r++){var 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card.\",processing_error:\"Sorry, your payment was not processed. Please try again.\",\"internal.error\":\"Sorry, we couldn\\'t process your payment. Please try again.\"},marketingConsentData={marketingOptIns:[{name:\"marketingOptIn\",label:\"Check here if you would like to receive updates and offers from CNN and its <a href=\\'https://www.cnn.com/affiliates\\' target=\\'_blank\\'>affiliates</a>\",preselected:!0},{name:\"marketingOptIn\",label:\"Yes! CNN and WarnerMedia News & Sports may use my email address along with my interests, interactions, and device data to send me tailored email and other offers through social media or other sites and apps.\",type:\"gdpr\"},{name:\"marketingAffiliateOptIn\",label:\"Yes! CNN and WarnerMedia News & Sports may also share those details with <a href=\\'https://www.cnn.com/affiliates\\' target=\\'_blank\\'>Affiliates</a> so they may send me tailored email and other offers. CNN and WarnerMedia News & Sports are requesting this consent on behalf of their affiliates, which will use the information under their respective privacy policies.\",type:\"gdpr\"}]},requestRegCode=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return e.next=2,AUTH_CLIENT.requestRegCode(r);case 2:return t=e.sent,(n=t.errorStatus)&&Log(\"error\",\"Error requesting reg code: \",n),e.abrupt(\"return\",t);case 6:case\"end\":return e.stop()}},e)}));return function(r){return e.apply(this,arguments)}}(),authnRegCode=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=7;break}return e.next=4,AUTH_CLIENT.authnRegCode(r);case 4:t=e.sent,(n=t.errorStatus)&&Log(\"error\",\"Error authenticating reg code: \",n);case 7:return e.abrupt(\"return\",t);case 8:case\"end\":return e.stop()}},e)}));return function(r){return e.apply(this,arguments)}}(),getActiveSub=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=7;break}return e.next=4,AUTH_CLIENT.getActiveSub(r);case 4:t=e.sent,(n=t.errors)&&Log(\"error\",\"Error getting active subscriptions: \",n);case 7:return e.abrupt(\"return\",t);case 8:case\"end\":return e.stop()}},e)}));return function(r){return e.apply(this,arguments)}}(),getAllSubs=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=7;break}return e.next=4,AUTH_CLIENT.getSub(r);case 4:t=e.sent,(n=t.errors)&&Log(\"error\",\"Error getting subscriptions: \",n);case 7:return e.abrupt(\"return\",t);case 8:case\"end\":return e.stop()}},e)}));return function(r){return e.apply(this,arguments)}}(),getProducts=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return e.next=2,AUTH_CLIENT.getProducts(r);case 2:return t=e.sent,(n=t.errors)&&Log(\"error\",\"Error getting products: \",n),e.abrupt(\"return\",t);case 6:case\"end\":return e.stop()}},e)}));return function(r){return e.apply(this,arguments)}}(),getPaymentSources=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t={success:!1,errorStatus:500},!r){e.next=7;break}return e.next=4,AUTH_CLIENT.getPaymentSources(r);case 4:t=e.sent,(n=t.errors)&&Log(\"error\",\"Error getting payment sources: \",n);case 7:return e.abrupt(\"return\",t);case 8:case\"end\":return e.stop()}},e)}));return function(r){return e.apply(this,arguments)}}(),addPaymentSource=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(n={success:!1,errorStatus:500},!r||!t){e.next=7;break}return e.next=4,AUTH_CLIENT.addPaymentSource(r,t);case 4:n=e.sent,(a=n.errors)&&Log(\"error\",\"Error adding payment source: \",a);case 7:return e.abrupt(\"return\",n);case 8:case\"end\":return e.stop()}},e)}));return function(r,t){return e.apply(this,arguments)}}(),updateSubPaymentSource=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t,n){var a,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(a={success:!1,errorStatus:500},!(r&&t&&n)){e.next=5;break}return e.next=4,AUTH_CLIENT.updateSubPaymentSource(r,t,n);case 4:a=e.sent;case 5:return(o=a.errors)&&Log(\"error\",\"Error updating subscription payment source: \",o),e.abrupt(\"return\",a);case 8:case\"end\":return e.stop()}},e)}));return function(r,t,n){return e.apply(this,arguments)}}(),addPurchase=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,a,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(n={success:!1,errorStatus:500},null==(a=(t||{}).purchases)||!a.length){e.next=11;break}if(!(a.filter(function(e){return e.idempotencyKey}).length===a.length)){e.next=10;break}return e.next=7,AUTH_CLIENT.addPurchase(r,t);case 7:n=e.sent,e.next=11;break;case 10:n=_objectSpread(_objectSpread({},n),{},{errorStatus:422,errors:[{field:null,error:\"error\",message:\"Sorry, we couldn\\'t process your payment. 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r=_vendor_browser_lodash_get.get_1(e,\"candidates\",[]),s=sdk_transformers_utils_isBallotMeasure.isBallotMeasure(e);return r.map(function(e){var r,o,t;return{id:e.candidateId,lastName:e.lastName,party:null===(r=e.majorParty)||void 0===r?void 0:r.toLowerCase(),incumbent:e.isIncumbent,isRunoffCandidate:e.runoffCandidate,winner:e.winner,votePercent:e.votePercentNum,votePercentStr:e.votePercentStr,voteStr:e.voteStr,isDroppedOut:!!e.dropOutDate,partyName:sdk_transformers_utils_getPartyName.getPartyName(s,e),voteNum:e.voteNum,firstName:e.firstName,fullName:e.fullName,totalDelegates:null===(o=e.delegates)||void 0===o?void 0:o.totalDelegates,regularDelegates:null===(t=e.delegates)||void 0===t?void 0:t.regularDelegates,electoralVotes:e.electoralVotes}})}function houseTilesReducer(e){return Array.isArray(e)?e.map(function(e){return essCoreResultReducer(e)}):[]}function essCoreResultReducer(e){var r,s,o;if(Array.isArray(e))return sdk_transformers_utils_makeSpecialResultForArrayOfRacesInResultsSuite.makeSpecialResultForArrayOfRacesInResultsSuite(e);e.raceTypeCode;var t=essCoreResultCandidateReducer(e),i=sdk_transformers_utils_getTotalVote.getTotalVote(e,t);return{title:createTitle(e),candidates:t,editorialContent:e.editorialContent,winner:t.find(function(e){return e.winner}),percentReportingStr:_vendor_browser_lodash_isNil.isNil(e.percentReporting)?null:\"\".concat(e.percentReporting),lastUpdatedTimestamp:_lib_browser_common_helpers_timezone.format(e.voteTimestamp),isSwitch:e.isSwitch,isKeyRace:e.raceToWatch,keyRaceFlagText:\"Key Race\",droppedOutFlagText:\"DROPPED OUT\",showUpdatedTimestamp:i>0,isBallotMeasure:sdk_transformers_utils_isBallotMeasure.isBallotMeasure(e),ahead:e.ahead,showAheadCount:e.ahead>0,status:e.editorialStatus||\"none\",jurisdictionCode:e.jurisdictionCode,isCountyRace:Boolean(e.countyFipsCode),winnerBopPartyId:e.winnerBopPartyId,totalDelegatesAtStake:null===(r=e.delegates)||void 0===r?void 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= [function(require,module,exports){(function (__filename){(function (){\\n\"use strict\";var _require=require(3266),validateElectionEvent=_require.validateElectionEvent,log=require(34).setup({file:__filename});function makeComponentKey(e,t){if(t)return t;var n=e.electionEvent,o=e.contestType,i=e.place,a=e.jurisdiction,c=e.componentName,r=void 0===c?\"ComponentName\":c;return validateElectionEvent(n),o||log(\"error\",\"missing contestType from args\"),\"\".concat(n,\"-\").concat(o||\"*\",\"-\").concat(i||\"*\",\"-\").concat(a||\"*\",\"-\").concat(r)}module.exports={makeComponentKey:makeComponentKey};\\n\\n}).call(this)}).call(this,\"/services/universal/politics/elections/make-component-key.js\")}, {\"34\":34,\"3266\":3266}];\\nwindow.modules[\"263\"] = [function(require,module,exports){\"use strict\";var 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= [function(require,module,exports){\"use strict\";var sdk_transformers_essCrm=require(245);function districtRacesReducer(e){return Array.isArray(e)?e.map(function(e){return 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= [function(require,module,exports){\"use strict\";function pruneVariations(r){return Array.isArray(r)?r.map(function(r){return\"string\"==typeof r?r:null==r?void 0:r.key}).filter(function(r){return r}):[]}module.exports={pruneVariations:pruneVariations};\\n}, {}];\\nwindow.modules[\"284\"] = [function(require,module,exports){\"use strict\";var 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i=t.el,n=t.googleWrapperSelector,l=t.appleWrapperSelector,s=t.ssoLoadCompleteCallback;this.googleSsoEnabled=EnvVars.get(\"REG_SSO_GOOGLE_ENABLED\"),this.appleSsoEnabled=EnvVars.get(\"REG_SSO_APPLE_ENABLED\"),this.hbsEnv=ClientTemplate.createHandlebarsEnvironment(),this.identityMap={GOOGLE:{name:IDENTITY_TYPES.GOOGLE.toLowerCase(),wrapper:i.querySelector(n),type:IDENTITY_TYPES.GOOGLE,clientId:EnvVars.get(\"SSO_GOOGLE_CLIENT_ID\")},APPLE:{name:IDENTITY_TYPES.APPLE.toLowerCase(),wrapper:i.querySelector(l),type:IDENTITY_TYPES.APPLE,clientId:EnvVars.get(\"SSO_APPLE_CLIENT_ID\")}},this.subscribeSsoLoadComplete(s),this.initSsoBtns(t)}return(0,_createClass2.default)(e,[{key:\"initSsoBtns\",value:function(e){var t=e.googleCredentialHandler,r=e.appleOnSuccess,i=e.appleOnError,n=this.identityMap,l=n.GOOGLE,s=n.APPLE,a=l.wrapper,o=s.wrapper;if(this.googleSsoEnabled&&a&&t){var p=createSsoBtn({ssoType:this.identityMap.GOOGLE.name},this.hbsEnv);a.prepend(p),initCustomGoogleButton({containerEl:a,credentialHandler:t,clientId:l.clientId})}if(this.appleSsoEnabled&&o){var u=createSsoBtn({ssoType:this.identityMap.APPLE.name},this.hbsEnv);o.prepend(u),initCustomAppleButton({containerEl:o,clientId:s.clientId,onSuccess:r,onError:i})}}}]),e}();module.exports={SocialSignOnHelper:SocialSignOnHelper,IDENTITY_TYPES:IDENTITY_TYPES,IDENTITY_TYPE_KEY:IDENTITY_TYPE_KEY};\\n}, {\"5\":5,\"10\":10,\"11\":11,\"12\":12,\"16\":16,\"19\":19,\"72\":72,\"368\":368,\"369\":369,\"370\":370}];\\nwindow.modules[\"328\"] = [function(require,module,exports){\"use strict\";var EnvVars=require(5),_get=require(1),PAYMENT_PATH_REF=\"/_components/user-account-payment/instances/user-account-payment@published\",REGISTRATION_PATH_REF=\"/_components/user-account-registration/instances/user-account-registration@published\",LOGIN_PATH_REF=\"/_components/user-account-login/instances/user-account-login@published\",MVPD_PATH_REF=\"/_components/user-account-mvpd/instances/user-account-mvpd@published\",MVPD_SUCCESS_PATH_REF=\"/_components/user-account-mvpd-success/instances/user-account-mvpd-success@published\",ONBOARDING_PATH_REF=\"/_components/user-account-onboarding/instances/user-account-onboarding@published\",DEFAULT_PAYMENT_PROMO=\"uk-livestream\",currencyToRegionMap={usd:\"US\",gbp:\"UK\"},DEFAULT_DISPLAY_NAME_BASE=\"cnn-user\";function generateRadioBtnHTML(a,e){var n=a||{},t=n.idPrefix,c=n.value,r=n.selected,o=n.labelText,s=n.labelSubtext,i=n.dataAttrs,u=void 0===i?[]:i,d=n.strikeThroughPrice,l=n.frequencyAbbreviation,_=s,f=\"\";u.forEach(function(a){var e=a.name,n=a.val;f=f.concat(\" data-\".concat(e,\\'=\"\\').concat(n,\\'\"\\'))});var p=[\"user-account-shared__formfield-radio-wrapper\"];e&&p.push(\"user-account-shared__formfield-radio-wrapper--\".concat(e)),r&&p.push(\"user-account-shared__formfield-radio-wrapper--selected\");var m=r?\" checked\":\"\",h=r?\"0\":\"-1\";null!=s&&s.includes(l)||l&&(_=\"\".concat(s,\"/\").concat(l,\".\"));var g=s?\\'<span class=\"user-account-shared__formfield-radio-special-offer-wrapper\">\\\\n        <span class=\"user-account-shared__formfield-radio-special-offer-container\">\\\\n        <span class=\"\\\\n      user-account-shared__formfield-radio-special-offer-label-text user-account-shared__formfield-radio-special-offer-label-text--strike\">\\'.concat(d,\"/\").concat(l,\\'</span>\\\\n        <span class=\"\\\\n      user-account-shared__formfield-radio-special-offer-label-text user-account-shared__formfield-radio-special-offer-label-text--original\">\\').concat(s,\"/\").concat(l,\\'.</span>\\\\n        <span class=\"\\\\n      user-account-shared__formfield-radio-special-offer-label-text user-account-shared__formfield-radio-special-offer-label-text--pill\" aria-label=\"Save 50 percent for life\">SAVE 50% FOR LIFE</span>\\\\n        </span>\\\\n        <span class=\"user-account-shared__formfield-radio-special-offer-label-text--small\" aria-label=\"50% off the standard monthly plan for the life of your subscription. Offer ends April 26, 2022.\">\\\\n        50% off the standard monthly plan for the life of your subscription. Offer ends April 26, 2022.\\\\n        </span>\\\\n      </span>\\'):\"\",E=s?\\'<span class=\"user-account-shared__formfield-radio-label-text user-account-shared__formfield-radio-label-text--secondary\">\\'.concat(_,\"</span>\"):\"\",A=\"manage-sub\"===e&&r?\\'<span class=\"user-account-shared__formfield-radio-plan-text\"> - CURRENT PLAN</span>\\':\"\";return a?\\'<label class=\"\\'.concat(p.join(\" \"),\\'\"\\').concat(f,\\'>\\\\n  <span class=\"user-account-shared__formfield-radio-input-wrapper\">\\\\n    <input class=\"user-account-shared__formfield-radio\" type=\"radio\" id=\"\\').concat(t,\\'-radio\" name=\"\\').concat(e||\"radio\",\\'\" value=\"\\').concat(c,\\'\"\\').concat(m,\\' aria-checked=\"\\').concat(r,\\'\" required tabindex=\"\\').concat(h,\\'\" aria-labelledby=\"\\').concat(t,\\'-radio-label\">\\\\n    \\').concat(\\'<svg class=\"user-account-shared__circle-icon\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\">\\\\n  <rect x=\"0.5\" y=\"0.5\" width=\"19\" height=\"19\" rx=\"9.5\" stroke=\"#404040\"/></svg>\\',\"\\\\n    \").concat(\\'<svg class=\"user-account-shared__check-icon\" width=\"26\" height=\"26\" viewBox=\"0 0 26 26\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M13 0.5C6.1 0.5 0.5 6.1 0.5 13C0.5 19.9 6.1 25.5 13 25.5C19.9 25.5 25.5 19.9 25.5 13C25.5 6.1 19.9 0.5 13 0.5ZM19.1875 10.7875L12.1125 17.8625C11.625 18.35 10.8375 18.35 10.35 17.8625L6.8125 14.325C6.325 13.8375 6.325 13.05 6.8125 12.5625C7.3 12.075 8.0875 12.075 8.575 12.5625L11.225 15.2125L17.4125 9.025C17.9 8.5375 18.6875 8.5375 19.175 9.025C19.675 9.5125 19.675 10.3 19.1875 10.7875Z\" fill=\"#fff\"/></svg>\\',\\'\\\\n  </span>\\\\n  <span class=\"user-account-shared__formfield-radio-label-wrapper\" id=\"\\').concat(t,\\'-radio-label\">\\\\n    \\').concat(o&&\\'<span class=\"user-account-shared__formfield-radio-label-text user-account-shared__formfield-radio-label-text--primary\">\\'.concat(o).concat(A,\"</span>\"),\"\\\\n    \").concat(d?g:E,\"\\\\n  </span>\\\\n</label>\"):\"\"}var sanitizeMetadataOnSave=function(a,e){return a[e]&&a[e].forEach(function(a){a.metaDescription=a.metaDescription||\"\",a.metaImage=a.metaImage||\"\",a.metaTitle=a.metaTitle||\"\"}),a},getPathData=function(a,e,n){var t=arguments.length>3&&void 0!==arguments[3]?arguments[3]:\"\",c=!(arguments.length>4&&void 0!==arguments[4])||arguments[4],r={},o=_get(a,\"dynamicMeta.\".concat(e),_get(a,\"params.dynamicParam\",_get(a,\"query.\".concat(e),t)));if(o&&(!c||!_get(a,\"edit\",!1))){var s=n.find(function(a){return o===a.path});if(s)r={pathMetaData:s,pathLocalsMeta:{metaImage:s.metaImage,metaDescription:s.metaDescription,metaTitle:s.metaTitle}}}return r},userAccountEnabled=EnvVars.get(\"USER_ACCOUNT_ENABLED\")||!1,userAccountRestrictedViewsEnabled=EnvVars.get(\"USER_ACCOUNT_RESTRICTED_VIEWS_ENABLED\")||!1,getBrandLogoData=function(){var a=arguments.length>0&&void 0!==arguments[0]?arguments[0]:\"cnn\",e=arguments.length>1?arguments[1]:void 0,n=null==e?void 0:e.logo,t={cnn:{mainLogoUrl:\"/\",ariaLabel:\"CNN\",mainLogo:\"public/media/sites/cnn/cnn.svg\",id:\"user-account-\".concat(a,\"-logo\")}};return n&&t[n]||t.cnn};function generateConfirmationView(a){if(!a)return\"\";var e=a.confirmationSubHeader,n=a.confirmationHeader,t=a.confirmationInfoText,c=a.confirmationBtnText,r=a.redirect,o=a.zjsData,s=void 0===o?{}:o,i=e?\\'<p class=\"user-account-shared__heading-subtext user-account-shared__confirmation-subtext\">\\'.concat(e,\"</p>\"):\"\",u=Object.keys(s).map(function(a){var e=s[a];return e?\"data-zjs-\".concat(a,\\'=\"\\').concat(e,\\'\"\\'):\"\"}).join(\" \"),d=r||\"/\";return\\'<div id=\"confirmationView\"\\\\n  class=\"user-account-shared__confirmation-wrapper\">\\\\n  \\'.concat(i,\\'\\\\n  <h1 class=\"user-account-shared__heading user-account-shared__confirmation-heading\">\\\\n    \\').concat(n,\\'\\\\n  </h1>\\\\n  <p class=\"user-account-shared__paragraph-text user-account-shared__confirmation-infotext\">\\\\n      \\').concat(t,\\'\\\\n  </p>\\\\n  <p class=\"user-account-shared__paragraph-text user-account-shared__confirmation-infotext\">This page will automatically redirect in 5 seconds...</p>\\\\n      <a id=\"confirmationActionButton\" href=\"\\').concat(d,\\'\" data-zjs=\"click\"\\\\n          data-zjs-component_text=\"\\').concat(c,\\'\" data-zjs-component_type=\"button\"\\\\n          data-zjs-destination_url=\"\\').concat(d,\\'\" \\').concat(u,\\'\\\\n          class=\"user-account-shared__button user-account-shared__confirmation-button\">\\').concat(c,\"\\\\n      </a>\\\\n</div>\")}var generateTemporaryDisplayName=function(){return\"\".concat(DEFAULT_DISPLAY_NAME_BASE,\"-\").concat(Math.random().toString(36).substring(2,8))};module.exports={PAYMENT_PATH_REF:PAYMENT_PATH_REF,REGISTRATION_PATH_REF:REGISTRATION_PATH_REF,LOGIN_PATH_REF:LOGIN_PATH_REF,MVPD_SUCCESS_PATH_REF:MVPD_SUCCESS_PATH_REF,MVPD_PATH_REF:MVPD_PATH_REF,ONBOARDING_PATH_REF:ONBOARDING_PATH_REF,generateRadioBtnHTML:generateRadioBtnHTML,DEFAULT_PAYMENT_PROMO:DEFAULT_PAYMENT_PROMO,currencyToRegionMap:currencyToRegionMap,sanitizeMetadataOnSave:sanitizeMetadataOnSave,getPathData:getPathData,userAccountEnabled:userAccountEnabled,userAccountRestrictedViewsEnabled:userAccountRestrictedViewsEnabled,userAccountOnboardingEnabled:EnvVars.get(\"USER_ACCOUNT_ONBOARDING_ENABLED\")||!1,getBrandLogoData:getBrandLogoData,generateConfirmationView:generateConfirmationView,DEFAULT_DISPLAY_NAME_BASE:DEFAULT_DISPLAY_NAME_BASE,generateTemporaryDisplayName:generateTemporaryDisplayName};\\n}, {\"1\":1,\"5\":5}];\\nwindow.modules[\"332\"] = [function(require,module,exports){var getPrototypeOf=require(15),setPrototypeOf=require(398),isNativeFunction=require(401),construct=require(397);function _wrapNativeSuper(e){var t=\"function\"==typeof Map?new Map:void 0;return module.exports=_wrapNativeSuper=function(e){if(null===e||!isNativeFunction(e))return e;if(\"function\"!=typeof e)throw new TypeError(\"Super expression must either be null or a function\");if(void 0!==t){if(t.has(e))return t.get(e);t.set(e,r)}function r(){return construct(e,arguments,getPrototypeOf(this).constructor)}return r.prototype=Object.create(e.prototype,{constructor:{value:r,enumerable:!1,writable:!0,configurable:!0}}),setPrototypeOf(r,e)},module.exports.__esModule=!0,module.exports.default=module.exports,_wrapNativeSuper(e)}module.exports=_wrapNativeSuper,module.exports.__esModule=!0,module.exports.default=module.exports;\\n}, {\"15\":15,\"397\":397,\"398\":398,\"401\":401}];\\nwindow.modules[\"340\"] = [function(require,module,exports){\"use strict\";var _interopRequireDefault=require(10),_toConsumableArray2=_interopRequireDefault(require(23)),_createClass2=_interopRequireDefault(require(12)),_classCallCheck2=_interopRequireDefault(require(11)),_defineProperty2=_interopRequireDefault(require(19)),styles=\"\\\\n.cnn-tooltip {\\\\n  position: relative;\\\\n}\\\\n\\\\n.cnn-tooltip__blurb {\\\\n  background-color: #181d28;\\\\n  color: #fff;\\\\n  font-family: cnn_sans_display, helveticaneue, Helvetica, Arial, Utkal, sans-serif;\\\\n  font-weight: 400;\\\\n  font-size: 12px;\\\\n  line-height: 16px;\\\\n  border-radius: 5px;\\\\n  margin-top: 8px;\\\\n  text-align: left;\\\\n  max-width: 285px;\\\\n  z-index: 200;\\\\n  visibility: visible;\\\\n  opacity: 1;\\\\n  transition: visibility 0s, opacity 0.5s linear;\\\\n  position: absolute;\\\\n  width: max-content;\\\\n  padding: 16px 12px;\\\\n  right: -20px;\\\\n  display: flex;\\\\n  flex-direction: row;\\\\n  align-items: flex-start;\\\\n}\\\\n\\\\n.cnn-tooltip__blurb-text--emphasis {\\\\n  font-weight: 700;\\\\n}\\\\n\\\\n.cnn-tooltip__blurb-text {\\\\n  width: 100%;\\\\n  margin: 0;\\\\n}\\\\n\\\\n.cnn-tooltip__blurb-text::after {\\\\n  content: \\'\\';\\\\n  position: absolute;\\\\n  top: -20px;\\\\n  right: 8%;\\\\n  border-width: 10px;\\\\n  border-style: solid;\\\\n  border-color: transparent transparent #181d28 transparent;\\\\n}\\\\n\\\\n.cnn-tooltip__close-btn {\\\\n  background-color: transparent;\\\\n  outline: none;\\\\n  border: none;\\\\n}\\\\n\\\\n.cnn-tooltip__close-btn::before {\\\\n  content: \\'\\';\\\\n  -webkit-mask: url(\\'/media/sites/cnn/icons/ui-close.svg\\');\\\\n  -webkit-mask-size: cover;\\\\n  background-color: #fff;\\\\n  outline: none;\\\\n  height: 16px;\\\\n  width: 16px;\\\\n  display: inline-block;\\\\n  cursor: pointer;\\\\n}\\\\n\\\\n.cnn-tooltip--hidden .cnn-tooltip__blurb {\\\\n  visibility: hidden;\\\\n  opacity: 0;\\\\n}\\\\n\\\\n.cnn-tooltip--centered .cnn-tooltip__blurb {\\\\n  right: unset;\\\\n  left: -50%;\\\\n}\\\\n\\\\n.cnn-tooltip--centered .cnn-tooltip__blurb-text::after {\\\\n  left: 50%;\\\\n  right: unset;\\\\n}\\\\n\\\\n.cnn-tooltip--above .cnn-tooltip__blurb-text::after {\\\\n  bottom: -20%;\\\\n  top: unset;\\\\n  border-color: #181d28 transparent transparent transparent;\\\\n}\\\\n\\\\n.cnn-tooltip--above .cnn-tooltip__blurb {\\\\n  margin-top: 0;\\\\n  bottom: 125%;\\\\n}\\\\n\\\\n.cnn-tooltip--left .cnn-tooltip__blurb {\\\\n  left: 0;\\\\n  margin-top:14px;\\\\n}\\\\n\\\\n.cnn-tooltip--left .cnn-tooltip__blurb-text::after {\\\\n  left: 1%;\\\\n  right: unset;\\\\n}\\\\n\\\\n@media screen and (min-width: 960px) {\\\\n  .cnn-tooltip--follow-mobile {\\\\n    display: none;\\\\n  }\\\\n\\\\n  .cnn-tooltip--follow-desktop .cnn-tooltip__blurb {\\\\n    right: -18px;\\\\n    top: 38px;\\\\n  }\\\\n\\\\n  .cnn-tooltip:has([aria-expanded=\\\\\"true\\\\\"]) .tooltip__blurb {\\\\n    visibility: hidden;\\\\n    opacity: 0;\\\\n  }\\\\n}\\\\n\\\\n\\\\n@media screen and (max-width: 960px) {\\\\n  .header--active .cnn-tooltip__blurb {\\\\n    visibility: hidden;\\\\n    opacity: 0;\\\\n  }\\\\n}\\\\n\".replace(/[\\\\t\\\\n]+/g,\"\"),Tooltip=(0,_createClass2.default)(function n(){var t=this,e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};(0,_classCallCheck2.default)(this,n),(0,_defineProperty2.default)(this,\"_addCSS\",function(){if(!document.querySelector(\\'style[id=\"cnn-tooltip\"]\\')){var n=document.createElement(\"style\");n.id=\"cnn-tooltip\",n.innerText=styles,document.getElementsByTagName(\"head\")[0].appendChild(n)}}),(0,_defineProperty2.default)(this,\"_getTooltipBlurb\",function(){var n=t.text,e=t.emphasisText,i=t.showDismiss,o=e?\\'<span class=\"\\'.concat(t.baseClass,\"__blurb-text \").concat(t.baseClass,\\'__blurb-text--emphasis\">\\').concat(e,\"</span>: \"):\"\",s=i?\\'<button class=\"\\'.concat(t.baseClass,\\'__close-btn\"></button>\\'):\"\",l=document.createElement(\"div\");if(l.classList.add(\"\".concat(t.baseClass,\"__blurb\")),l.innerHTML=\\'\\\\n      <p class=\"\\'.concat(t.baseClass,\\'__blurb-text\">\\').concat(o).concat(n,\"</p>\\\\n      \").concat(s,\"\\\\n  \"),i){var a=l.querySelector(\".\".concat(t.baseClass,\"__close-btn\"));null==a||a.addEventListener(\"click\",function(n){n.preventDefault(),t.tooltipEl.classList.add(t.hiddenClass),t.onDismiss&&t.onDismiss()})}return l}),(0,_defineProperty2.default)(this,\"toggle\",function(n){if(t.tooltipEl&&!t.isSuppressed){var e=n?\"remove\":\"add\";t.tooltipEl.classList[e](t.hiddenClass)}}),(0,_defineProperty2.default)(this,\"setSuppressed\",function(){t.toggle(!1),t.isSuppressed=!0});var i=e.emphasisText,o=e.text,s=e.showDismiss,l=e.attachToEl,a=e.variations,r=e.onDismiss,p=e.showOnHover;if(l){var c;if(this.baseClass=\"cnn-tooltip\",this.hiddenClass=\"\".concat(this.baseClass,\"--hidden\"),this.text=o,this.emphasisText=i,this.showDismiss=s,this.isSuppressed=!1,this.onDismiss=r,this._addCSS(),this.tooltipEl=document.createElement(\"div\"),this.tooltipEl.classList.add(this.baseClass,\"\".concat(this.baseClass,\"--hidden\")),a)(c=this.tooltipEl.classList).add.apply(c,(0,_toConsumableArray2.default)(a));l.parentNode.insertBefore(this.tooltipEl,l),this.tooltipEl.appendChild(l),this.tooltipEl.appendChild(this._getTooltipBlurb()),p&&(l.addEventListener(\"mouseenter\",function(){t.toggle(!0)}),l.addEventListener(\"mouseleave\",function(){t.toggle(!1)}),l.addEventListener(\"focusin\",function(){t.toggle(!0)}),l.addEventListener(\"focusout\",function(){t.toggle(!1)}))}});module.exports=Tooltip;\\n}, {\"10\":10,\"11\":11,\"12\":12,\"19\":19,\"23\":23}];\\nwindow.modules[\"362\"] = [function(require,module,exports){function noop(){}module.exports=noop;\\n}, {}];\\nwindow.modules[\"367\"] = 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id=\\\\\"\"+c((a=null!=(a=i(t,\"ssoType\")||(null!=n?i(n,\"ssoType\"):n))?a:u,\"function\"===(0,_typeof2.default)(a)?a.call(s,{name:\"ssoType\",hash:{},data:o,loc:{start:{line:2,column:60},end:{line:2,column:71}}}):a))+\"-btn-placeholder\\\\\"></div>\\\\n    <button type=\\'button\\' class=\\'user-account-sso-button__button user-account-shared__button\\'>\\\\n        <span class=\\\\\"user-account-sso-button__icon user-account-sso-button__icon--\"+c((a=null!=(a=i(t,\"ssoType\")||(null!=n?i(n,\"ssoType\"):n))?a:u,\"function\"===(0,_typeof2.default)(a)?a.call(s,{name:\"ssoType\",hash:{},data:o,loc:{start:{line:4,column:82},end:{line:4,column:93}}}):a))+\\'\"></span>Continue with \\'+c((i(t,\"capitalize\")||n&&i(n,\"capitalize\")||u).call(s,null!=n?i(n,\"ssoType\"):n,{name:\"capitalize\",hash:{},data:o,loc:{start:{line:4,column:116},end:{line:4,column:139}}}))+\"\\\\n    </button>\\\\n</div>\\\\n\"},useData:!0};\\n}, {\"10\":10,\"18\":18}];\\nwindow.modules[\"368\"] = 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r=e.host.replace(/(:80|:443)$/,\"\");return\"\".concat(e.protocol,\"//\").concat(r)}exports.getLocationOrigin=getLocationOrigin,exports.getLinkElementOrigin=getLinkElementOrigin;\\n}, {\"443\":443}];\\nwindow.modules[\"426\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.isPageExitReason=exports.createPageExitObservable=exports.PageExitReason=void 0;var experimentalFeatures_1=require(427),observable_1=require(424),polyfills_1=require(415),functionUtils_1=require(428),addEventListener_1=require(416);function createPageExitObservable(){var e=new observable_1.Observable(function(){var t=(0,experimentalFeatures_1.isExperimentalFeatureEnabled)(experimentalFeatures_1.ExperimentalFeature.PAGEHIDE),i=(0,addEventListener_1.addEventListeners)(window,[\"visibilitychange\",\"freeze\",\"pagehide\"],function(i){\"pagehide\"===i.type&&t?e.notify({reason:exports.PageExitReason.PAGEHIDE}):\"visibilitychange\"===i.type&&\"hidden\"===document.visibilityState?e.notify({reason:exports.PageExitReason.HIDDEN}):\"freeze\"===i.type&&e.notify({reason:exports.PageExitReason.FROZEN})},{capture:!0}).stop,a=functionUtils_1.noop;return t||(a=(0,addEventListener_1.addEventListener)(window,\"beforeunload\",function(){e.notify({reason:exports.PageExitReason.UNLOADING})}).stop),function(){i(),a()}});return e}function isPageExitReason(e){return(0,polyfills_1.includes)((0,polyfills_1.objectValues)(exports.PageExitReason),e)}exports.PageExitReason={HIDDEN:\"visibility_hidden\",UNLOADING:\"before_unload\",PAGEHIDE:\"page_hide\",FROZEN:\"page_frozen\"},exports.createPageExitObservable=createPageExitObservable,exports.isPageExitReason=isPageExitReason;\\n}, {\"415\":415,\"416\":416,\"424\":424,\"427\":427,\"428\":428}];\\nwindow.modules[\"427\"] = [function(require,module,exports){\"use strict\";var ExperimentalFeature;Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.getExperimentalFeatures=exports.resetExperimentalFeatures=exports.isExperimentalFeatureEnabled=exports.addExperimentalFeatures=exports.ExperimentalFeature=void 0,function(e){e.PAGEHIDE=\"pagehide\",e.FEATURE_FLAGS=\"feature_flags\",e.RESOURCE_PAGE_STATES=\"resource_page_states\",e.CLICKMAP=\"clickmap\",e.COLLECT_FLUSH_REASON=\"collect_flush_reason\",e.SANITIZE_INPUTS=\"sanitize_inputs\"}(ExperimentalFeature=exports.ExperimentalFeature||(exports.ExperimentalFeature={}));var enabledExperimentalFeatures=new Set;function addExperimentalFeatures(e){e.forEach(function(e){enabledExperimentalFeatures.add(e)})}function isExperimentalFeatureEnabled(e){return enabledExperimentalFeatures.has(e)}function resetExperimentalFeatures(){enabledExperimentalFeatures.clear()}function getExperimentalFeatures(){return enabledExperimentalFeatures}exports.addExperimentalFeatures=addExperimentalFeatures,exports.isExperimentalFeatureEnabled=isExperimentalFeatureEnabled,exports.resetExperimentalFeatures=resetExperimentalFeatures,exports.getExperimentalFeatures=getExperimentalFeatures;\\n}, {}];\\nwindow.modules[\"428\"] = [function(require,module,exports){\"use 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n=\"complete\"===e?\"load\":\"DOMContentLoaded\";(0,addEventListener_1.addEventListener)(window,n,t,{once:!0})}}exports.runOnReadyState=runOnReadyState;\\n}, {\"416\":416}];\\nwindow.modules[\"430\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.initXhrObservable=void 0;var xhrObservable,instrumentMethod_1=require(423),observable_1=require(424),timeUtils_1=require(421),urlPolyfill_1=require(425),objectUtils_1=require(431),addEventListener_1=require(416),xhrContexts=new WeakMap;function initXhrObservable(){return xhrObservable||(xhrObservable=createXhrObservable()),xhrObservable}function createXhrObservable(){var t=new observable_1.Observable(function(){var e=(0,instrumentMethod_1.instrumentMethodAndCallOriginal)(XMLHttpRequest.prototype,\"open\",{before:openXhr}).stop,r=(0,instrumentMethod_1.instrumentMethodAndCallOriginal)(XMLHttpRequest.prototype,\"send\",{before:function(){sendXhr.call(this,t)}}).stop,s=(0,instrumentMethod_1.instrumentMethodAndCallOriginal)(XMLHttpRequest.prototype,\"abort\",{before:abortXhr}).stop;return function(){e(),r(),s()}});return t}function openXhr(t,e){xhrContexts.set(this,{state:\"open\",method:t,url:(0,urlPolyfill_1.normalizeUrl)(String(e))})}function sendXhr(t){var e=this,r=xhrContexts.get(this);if(r){var s=r;s.state=\"start\",s.startTime=(0,timeUtils_1.relativeNow)(),s.startClocks=(0,timeUtils_1.clocksNow)(),s.isAborted=!1,s.xhr=this;var i=!1,o=(0,instrumentMethod_1.instrumentMethodAndCallOriginal)(this,\"onreadystatechange\",{before:function(){this.readyState===XMLHttpRequest.DONE&&n()}}).stop,n=function(){if(l(),o(),!i){i=!0;var n=r;n.state=\"complete\",n.duration=(0,timeUtils_1.elapsed)(s.startClocks.timeStamp,(0,timeUtils_1.timeStampNow)()),n.status=e.status,t.notify((0,objectUtils_1.shallowClone)(n))}},l=(0,addEventListener_1.addEventListener)(this,\"loadend\",n).stop;t.notify(s)}}function abortXhr(){var t=xhrContexts.get(this);t&&(t.isAborted=!0)}exports.initXhrObservable=initXhrObservable;\\n}, {\"416\":416,\"421\":421,\"423\":423,\"424\":424,\"425\":425,\"431\":431}];\\nwindow.modules[\"431\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.mapValues=exports.isEmptyObject=exports.objectHasValue=exports.shallowClone=void 0;var polyfills_1=require(415);function shallowClone(e){return(0,polyfills_1.assign)({},e)}function objectHasValue(e,t){return Object.keys(e).some(function(s){return e[s]===t})}function isEmptyObject(e){return 0===Object.keys(e).length}function mapValues(e,t){for(var s={},o=0,l=Object.keys(e);o<l.length;o++){var r=l[o];s[r]=t(e[r])}return s}exports.shallowClone=shallowClone,exports.objectHasValue=objectHasValue,exports.isEmptyObject=isEmptyObject,exports.mapValues=mapValues;\\n}, {\"415\":415}];\\nwindow.modules[\"432\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.serializeConfiguration=exports.buildCookieOptions=exports.validateAndBuildConfiguration=exports.DefaultPrivacyLevel=void 0;var cookie_1=require(418),catchUserErrors_1=require(413),display_1=require(419),experimentalFeatures_1=require(427),timeUtils_1=require(421),numberUtils_1=require(433),byteUtils_1=require(434),objectUtils_1=require(431),polyfills_1=require(415),transportConfiguration_1=require(435);function validateAndBuildConfiguration(e){var t,i,r;if(e&&e.clientToken){var s=null!==(t=e.sessionSampleRate)&&void 0!==t?t:e.sampleRate;if(void 0===s||(0,numberUtils_1.isPercentage)(s))if(void 0===e.telemetrySampleRate||(0,numberUtils_1.isPercentage)(e.telemetrySampleRate)){if(void 0===e.telemetryConfigurationSampleRate||(0,numberUtils_1.isPercentage)(e.telemetryConfigurationSampleRate))return Array.isArray(e.enableExperimentalFeatures)&&(0,experimentalFeatures_1.addExperimentalFeatures)(e.enableExperimentalFeatures.filter(function(e){return(0,objectUtils_1.objectHasValue)(experimentalFeatures_1.ExperimentalFeature,e)})),(0,polyfills_1.assign)({beforeSend:e.beforeSend&&(0,catchUserErrors_1.catchUserErrors)(e.beforeSend,\"beforeSend threw an error:\"),cookieOptions:buildCookieOptions(e),sessionSampleRate:null!=s?s:100,telemetrySampleRate:null!==(i=e.telemetrySampleRate)&&void 0!==i?i:20,telemetryConfigurationSampleRate:null!==(r=e.telemetryConfigurationSampleRate)&&void 0!==r?r:5,service:e.service,silentMultipleInit:!!e.silentMultipleInit,batchBytesLimit:16*byteUtils_1.ONE_KIBI_BYTE,eventRateLimiterThreshold:3e3,maxTelemetryEventsPerPage:15,flushTimeout:30*timeUtils_1.ONE_SECOND,batchMessagesLimit:50,messageBytesLimit:256*byteUtils_1.ONE_KIBI_BYTE},(0,transportConfiguration_1.computeTransportConfiguration)(e));display_1.display.error(\"Telemetry Configuration Sample Rate should be a number between 0 and 100\")}else display_1.display.error(\"Telemetry Sample Rate should be a number between 0 and 100\");else display_1.display.error(\"Session Sample Rate should be a number between 0 and 100\")}else display_1.display.error(\"Client Token is not configured, we will not send any data.\")}function buildCookieOptions(e){var t={};return t.secure=mustUseSecureCookie(e),t.crossSite=!!e.useCrossSiteSessionCookie,e.trackSessionAcrossSubdomains&&(t.domain=(0,cookie_1.getCurrentSite)()),t}function mustUseSecureCookie(e){return!!e.useSecureSessionCookie||!!e.useCrossSiteSessionCookie}function serializeConfiguration(e){var t,i,r=null!==(t=e.proxy)&&void 0!==t?t:e.proxyUrl;return{session_sample_rate:null!==(i=e.sessionSampleRate)&&void 0!==i?i:e.sampleRate,telemetry_sample_rate:e.telemetrySampleRate,telemetry_configuration_sample_rate:e.telemetryConfigurationSampleRate,use_before_send:!!e.beforeSend,use_cross_site_session_cookie:e.useCrossSiteSessionCookie,use_secure_session_cookie:e.useSecureSessionCookie,use_proxy:void 0!==r?!!r:void 0,silent_multiple_init:e.silentMultipleInit,track_session_across_subdomains:e.trackSessionAcrossSubdomains,track_resources:e.trackResources,track_long_task:e.trackLongTasks}}exports.DefaultPrivacyLevel={ALLOW:\"allow\",MASK:\"mask\",MASK_USER_INPUT:\"mask-user-input\"},exports.validateAndBuildConfiguration=validateAndBuildConfiguration,exports.buildCookieOptions=buildCookieOptions,exports.serializeConfiguration=serializeConfiguration;\\n}, {\"413\":413,\"415\":415,\"418\":418,\"419\":419,\"421\":421,\"427\":427,\"431\":431,\"433\":433,\"434\":434,\"435\":435}];\\nwindow.modules[\"433\"] = [function(require,module,exports){\"use strict\";function performDraw(r){return 0!==r&&100*Math.random()<=r}function round(r,e){return+r.toFixed(e)}function isPercentage(r){return isNumber(r)&&r>=0&&r<=100}function isNumber(r){return\"number\"==typeof r}Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.isNumber=exports.isPercentage=exports.round=exports.performDraw=void 0,exports.performDraw=performDraw,exports.round=round,exports.isPercentage=isPercentage,exports.isNumber=isNumber;\\n}, {}];\\nwindow.modules[\"434\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.computeBytesCount=exports.ONE_MEBI_BYTE=exports.ONE_KIBI_BYTE=void 0,exports.ONE_KIBI_BYTE=1024,exports.ONE_MEBI_BYTE=1024*exports.ONE_KIBI_BYTE;var HAS_MULTI_BYTES_CHARACTERS=/[^\\\\u0000-\\\\u007F]/;function computeBytesCount(e){return HAS_MULTI_BYTES_CHARACTERS.test(e)?void 0!==window.TextEncoder?(new TextEncoder).encode(e).length:new Blob([e]).size:e.length}exports.computeBytesCount=computeBytesCount;\\n}, {}];\\nwindow.modules[\"435\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.computeTransportConfiguration=void 0;var polyfills_1=require(415),endpointBuilder_1=require(436),tags_1=require(439),intakeSites_1=require(437);function computeTransportConfiguration(i){var e=(0,tags_1.buildTags)(i),n=computeEndpointBuilders(i,e),t=(0,polyfills_1.objectValues)(n).map(function(i){return i.urlPrefix}),r=computeReplicaConfiguration(i,t,e);return(0,polyfills_1.assign)({isIntakeUrl:function(i){return t.some(function(e){return 0===i.indexOf(e)})},replica:r,site:i.site||intakeSites_1.INTAKE_SITE_US1},n)}function computeEndpointBuilders(i,e){return{logsEndpointBuilder:(0,endpointBuilder_1.createEndpointBuilder)(i,\"logs\",e),rumEndpointBuilder:(0,endpointBuilder_1.createEndpointBuilder)(i,\"rum\",e),sessionReplayEndpointBuilder:(0,endpointBuilder_1.createEndpointBuilder)(i,\"sessionReplay\",e)}}function computeReplicaConfiguration(i,e,n){if(i.replica){var t=(0,polyfills_1.assign)({},i,{site:intakeSites_1.INTAKE_SITE_US1,clientToken:i.replica.clientToken}),r={logsEndpointBuilder:(0,endpointBuilder_1.createEndpointBuilder)(t,\"logs\",n),rumEndpointBuilder:(0,endpointBuilder_1.createEndpointBuilder)(t,\"rum\",n)};return e.push.apply(e,(0,polyfills_1.objectValues)(r).map(function(i){return i.urlPrefix})),(0,polyfills_1.assign)({applicationId:i.replica.applicationId},r)}}exports.computeTransportConfiguration=computeTransportConfiguration;\\n}, {\"415\":415,\"436\":436,\"437\":437,\"439\":439}];\\nwindow.modules[\"436\"] = [function(require,module,exports){\"use 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function(e){return\"\".concat(c,\"?ddforward=\").concat(encodeURIComponent(\"https://\".concat(a).concat(r,\"?\").concat(e)))}}return function(e){return\"https://\".concat(a).concat(r,\"?\").concat(e)}}function buildEndpointHost(e,t){var r=e.site,n=void 0===r?intakeSites_1.INTAKE_SITE_US1:r,o=e.internalAnalyticsSubdomain;if(o&&n===intakeSites_1.INTAKE_SITE_US1)return\"\".concat(o,\".\").concat(intakeSites_1.INTAKE_SITE_US1);var i=n.split(\".\"),a=i.pop(),c=n!==intakeSites_1.INTAKE_SITE_AP1?\"\".concat(exports.ENDPOINTS[t],\".\"):\"\";return\"\".concat(c,\"browser-intake-\").concat(i.join(\"-\"),\".\").concat(a)}function buildEndpointParameters(e,t,r,n,o,i){var a=e.clientToken,c=e.internalAnalyticsSubdomain,s=[\"sdk_version:\".concat(\"4.39.0\"),\"api:\".concat(n)].concat(r);o&&(0,experimentalFeatures_1.isExperimentalFeatureEnabled)(experimentalFeatures_1.ExperimentalFeature.COLLECT_FLUSH_REASON)&&s.push(\"flush_reason:\".concat(o)),i&&s.push(\"retry_count:\".concat(i.count),\"retry_after:\".concat(i.lastFailureStatus));var l=[\"ddsource=browser\",\"ddtags=\".concat(encodeURIComponent(s.join(\",\"))),\"dd-api-key=\".concat(a),\"dd-evp-origin-version=\".concat(encodeURIComponent(\"4.39.0\")),\"dd-evp-origin=browser\",\"dd-request-id=\".concat((0,stringUtils_1.generateUUID)())];return\"rum\"===t&&l.push(\"batch_time=\".concat((0,timeUtils_1.timeStampNow)())),c&&l.reverse(),l.join(\"&\")}exports.createEndpointBuilder=createEndpointBuilder;\\n}, {\"420\":420,\"421\":421,\"425\":425,\"427\":427,\"437\":437}];\\nwindow.modules[\"437\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.INTAKE_SITE_US1_FED=exports.INTAKE_SITE_AP1=exports.INTAKE_SITE_EU1=exports.INTAKE_SITE_US1=exports.INTAKE_SITE_STAGING=void 0,exports.INTAKE_SITE_STAGING=\"datad0g.com\",exports.INTAKE_SITE_US1=\"datadoghq.com\",exports.INTAKE_SITE_EU1=\"datadoghq.eu\",exports.INTAKE_SITE_AP1=\"ap1.datadoghq.com\",exports.INTAKE_SITE_US1_FED=\"ddog-gov.com\";\\n}, {}];\\nwindow.modules[\"438\"] = [function(require,module,exports){\"use strict\";var __createBinding=this&&this.__createBinding||(Object.create?function(e,t,r,i){void 0===i&&(i=r);var n=Object.getOwnPropertyDescriptor(t,r);n&&(\"get\"in n?t.__esModule:!n.writable&&!n.configurable)||(n={enumerable:!0,get:function(){return t[r]}}),Object.defineProperty(e,i,n)}:function(e,t,r,i){void 0===i&&(i=r),e[i]=t[r]}),__exportStar=this&&this.__exportStar||function(e,t){for(var r in e)\"default\"===r||Object.prototype.hasOwnProperty.call(t,r)||__createBinding(t,e,r)};Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.createEndpointBuilder=exports.serializeConfiguration=exports.validateAndBuildConfiguration=exports.DefaultPrivacyLevel=exports.buildCookieOptions=void 0;var configuration_1=require(432);Object.defineProperty(exports,\"buildCookieOptions\",{enumerable:!0,get:function(){return configuration_1.buildCookieOptions}}),Object.defineProperty(exports,\"DefaultPrivacyLevel\",{enumerable:!0,get:function(){return configuration_1.DefaultPrivacyLevel}}),Object.defineProperty(exports,\"validateAndBuildConfiguration\",{enumerable:!0,get:function(){return configuration_1.validateAndBuildConfiguration}}),Object.defineProperty(exports,\"serializeConfiguration\",{enumerable:!0,get:function(){return configuration_1.serializeConfiguration}});var endpointBuilder_1=require(436);Object.defineProperty(exports,\"createEndpointBuilder\",{enumerable:!0,get:function(){return endpointBuilder_1.createEndpointBuilder}}),__exportStar(require(437),exports);\\n}, {\"432\":432,\"436\":436,\"437\":437}];\\nwindow.modules[\"439\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.buildTag=exports.buildTags=exports.TAG_SIZE_LIMIT=void 0;var display_1=require(419);function buildTags(e){var a=e.env,t=e.service,r=e.version,s=e.datacenter,i=[];return a&&i.push(buildTag(\"env\",a)),t&&i.push(buildTag(\"service\",t)),r&&i.push(buildTag(\"version\",r)),s&&i.push(buildTag(\"datacenter\",s)),i}exports.TAG_SIZE_LIMIT=200,exports.buildTags=buildTags;var FORBIDDEN_CHARACTERS=/[^a-z0-9_:./-]/;function buildTag(e,a){var t=exports.TAG_SIZE_LIMIT-e.length-1;(a.length>t||FORBIDDEN_CHARACTERS.test(a))&&display_1.display.warn(\"\".concat(e,\" value doesn\\'t meet tag requirements and will be 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n=(0,error_1.createHandlingStack)();(0,monitor_1.callMonitored)(function(){r.notify(buildConsoleLog(t,e,n))})},function(){console[e]=o}});return r}function buildConsoleLog(e,r,o){var t,i=e.map(function(e){return formatConsoleParameters(e)}).join(\" \");if(r===display_1.ConsoleApiName.error){var n=(0,polyfills_1.find)(e,function(e){return e instanceof Error});t=n?(0,error_1.toStackTraceString)((0,tracekit_1.computeStackTrace)(n)):void 0,i=\"console error: \".concat(i)}return{api:r,message:i,stack:t,handlingStack:o}}function formatConsoleParameters(e){return\"string\"==typeof e?(0,experimentalFeatures_1.isExperimentalFeatureEnabled)(experimentalFeatures_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,sanitize_1.sanitize)(e):e:e instanceof Error?(0,error_1.formatErrorMessage)((0,tracekit_1.computeStackTrace)(e)):(0,jsonStringify_1.jsonStringify)((0,experimentalFeatures_1.isExperimentalFeatureEnabled)(experimentalFeatures_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,sanitize_1.sanitize)(e):e,void 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i=(0,experimentalFeatures_1.isExperimentalFeatureEnabled)(experimentalFeatures_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,sanitize_1.sanitize)(t):t;return{startClocks:o,source:c,handling:s,originalError:i,message:\"\".concat(n,\" \").concat((0,jsonStringify_1.jsonStringify)(i)),stack:\"No stack, consider using an instance of Error\",handlingStack:a,type:e&&e.name}}return{startClocks:o,source:c,handling:s,originalError:t,message:e.message||\"Empty message\",stack:toStackTraceString(e),handlingStack:a,type:e.name,causes:flattenErrorCauses(t,c)}}function toStackTraceString(r){var e=formatErrorMessage(r);return r.stack.forEach(function(r){var t=\"?\"===r.func?\"<anonymous>\":r.func,a=r.args&&r.args.length>0?\"(\".concat(r.args.join(\", \"),\")\"):\"\",o=r.line?\":\".concat(r.line):\"\",n=r.line&&r.column?\":\".concat(r.column):\"\";e+=\"\\\\n  at \".concat(t).concat(a,\" @ \").concat(r.url).concat(o).concat(n)}),e}function getFileFromStackTraceString(r){var e;return null===(e=/@ 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Error\",exports.PROVIDED_ERROR_MESSAGE_PREFIX=\"Provided\",exports.ErrorSource={AGENT:\"agent\",CONSOLE:\"console\",CUSTOM:\"custom\",LOGGER:\"logger\",NETWORK:\"network\",SOURCE:\"source\",REPORT:\"report\"},exports.computeRawError=computeRawError,exports.toStackTraceString=toStackTraceString,exports.getFileFromStackTraceString=getFileFromStackTraceString,exports.formatErrorMessage=formatErrorMessage,exports.createHandlingStack=createHandlingStack,exports.flattenErrorCauses=flattenErrorCauses;\\n}, {\"414\":414,\"427\":427,\"428\":428,\"442\":442,\"443\":443,\"444\":444}];\\nwindow.modules[\"442\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.sanitize=void 0;var display_1=require(419),byteUtils_1=require(434),jsonStringify_1=require(443),SANITIZE_DEFAULT_MAX_CHARACTER_COUNT=220*byteUtils_1.ONE_KIBI_BYTE,JSON_PATH_ROOT_ELEMENT=\"$\",KEY_DECORATION_LENGTH=3;function sanitize(t,r){var e;void 0===r&&(r=SANITIZE_DEFAULT_MAX_CHARACTER_COUNT);var i=(0,jsonStringify_1.detachToJsonMethod)(Object.prototype),n=(0,jsonStringify_1.detachToJsonMethod)(Array.prototype),o=[],a=new WeakMap,s=sanitizeProcessor(t,JSON_PATH_ROOT_ELEMENT,void 0,o,a),c=(null===(e=JSON.stringify(s))||void 0===e?void 0:e.length)||0;if(!(c>r)){for(;o.length>0&&c<r;){var u=o.shift(),f=0;if(Array.isArray(u.source))for(var y=0;y<u.source.length;y++){if(c+=void 0!==(p=sanitizeProcessor(u.source[y],u.path,y,o,a))?JSON.stringify(p).length:4,c+=f,f=1,c>r){warnOverCharacterLimit(r,\"truncated\",t);break}u.target[y]=p}else for(var y in u.source)if(Object.prototype.hasOwnProperty.call(u.source,y)){var p;if(void 0!==(p=sanitizeProcessor(u.source[y],u.path,y,o,a))&&(c+=JSON.stringify(p).length+f+y.length+KEY_DECORATION_LENGTH,f=1),c>r){warnOverCharacterLimit(r,\"truncated\",t);break}u.target[y]=p}}return i(),n(),s}warnOverCharacterLimit(r,\"discarded\",t)}function sanitizeProcessor(t,r,e,i,n){var o=tryToApplyToJSON(t);if(!o||\"object\"!=typeof o)return sanitizePrimitivesAndFunctions(o);var a=sanitizeObjects(o);if(\"[Object]\"!==a&&\"[Array]\"!==a)return a;var s=t;if(n.has(s))return\"[Reference seen at \".concat(n.get(s),\"]\");var c=void 0!==e?\"\".concat(r,\".\").concat(e):r,u=Array.isArray(o)?[]:{};return n.set(s,c),i.push({source:o,target:u,path:c}),u}function sanitizePrimitivesAndFunctions(t){return\"bigint\"==typeof t?\"[BigInt] \".concat(t.toString()):\"function\"==typeof t?\"[Function] \".concat(t.name||\"unknown\"):\"symbol\"==typeof t?\"[Symbol] \".concat(t.description||t.toString()):t}function sanitizeObjects(t){try{if(t instanceof Event)return{isTrusted:t.isTrusted};var r=Object.prototype.toString.call(t).match(/\\\\[object (.*)\\\\]/);if(r&&r[1])return\"[\".concat(r[1],\"]\")}catch(t){}return\"[Unserializable]\"}function tryToApplyToJSON(t){var r=t;if(r&&\"function\"==typeof r.toJSON)try{return r.toJSON()}catch(t){}return t}function warnOverCharacterLimit(t,r,e){display_1.display.warn(\"The data provided has been \".concat(r,\" as it is over the limit of \").concat(t,\" characters:\"),e)}exports.sanitize=sanitize;\\n}, {\"419\":419,\"434\":434,\"443\":443}];\\nwindow.modules[\"443\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.detachToJsonMethod=exports.jsonStringify=void 0;var functionUtils_1=require(428);function jsonStringify(t,o,e){if(\"object\"!=typeof t||null===t)return JSON.stringify(t);var n=detachToJsonMethod(Object.prototype),r=detachToJsonMethod(Array.prototype),i=detachToJsonMethod(Object.getPrototypeOf(t)),s=detachToJsonMethod(t);try{return JSON.stringify(t,o,e)}catch(t){return\"<error: unable to serialize object>\"}finally{n(),r(),i(),s()}}function detachToJsonMethod(t){var o=t,e=o.toJSON;return e?(delete o.toJSON,function(){o.toJSON=e}):functionUtils_1.noop}exports.jsonStringify=jsonStringify,exports.detachToJsonMethod=detachToJsonMethod;\\n}, {\"428\":428}];\\nwindow.modules[\"444\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.startUnhandledErrorCollection=exports.computeStackTrace=void 0;var computeStackTrace_1=require(464);Object.defineProperty(exports,\"computeStackTrace\",{enumerable:!0,get:function(){return computeStackTrace_1.computeStackTrace}});var tracekit_1=require(465);Object.defineProperty(exports,\"startUnhandledErrorCollection\",{enumerable:!0,get:function(){return tracekit_1.startUnhandledErrorCollection}});\\n}, {\"464\":464,\"465\":465}];\\nwindow.modules[\"445\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.trackRuntimeError=void 0;var timeUtils_1=require(421),tracekit_1=require(444),error_1=require(441);function trackRuntimeError(r){return(0,tracekit_1.startUnhandledErrorCollection)(function(t,e){r.notify((0,error_1.computeRawError)({stackTrace:t,originalError:e,startClocks:(0,timeUtils_1.clocksNow)(),nonErrorPrefix:\"Uncaught\",source:error_1.ErrorSource.SOURCE,handling:\"unhandled\"}))})}exports.trackRuntimeError=trackRuntimeError;\\n}, {\"421\":421,\"441\":441,\"444\":444}];\\nwindow.modules[\"446\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.createEventRateLimiter=void 0;var timer_1=require(447),error_1=require(441),timeUtils_1=require(421);function createEventRateLimiter(e,t,r){var i=0,o=!1;return{isLimitReached:function(){if(0===i&&(0,timer_1.setTimeout)(function(){i=0},timeUtils_1.ONE_MINUTE),(i+=1)<=t||o)return o=!1,!1;if(i===t+1){o=!0;try{r({message:\"Reached max number of \".concat(e,\"s by minute: 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clearInterval(e){(0,getZoneJsOriginalValue_1.getZoneJsOriginalValue)(window,\"clearInterval\")(e)}exports.setTimeout=setTimeout,exports.clearTimeout=clearTimeout,exports.setInterval=setInterval,exports.clearInterval=clearInterval;\\n}, {\"414\":414,\"417\":417,\"471\":471}];\\nwindow.modules[\"448\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.initReportObservable=exports.RawReportType=void 0;var error_1=require(441),monitor_1=require(414),observable_1=require(424),addEventListener_1=require(416),polyfills_1=require(415),stringUtils_1=require(420);function initReportObservable(e){var r=[];(0,polyfills_1.includes)(e,exports.RawReportType.cspViolation)&&r.push(createCspViolationReportObservable());var t=e.filter(function(e){return e!==exports.RawReportType.cspViolation});return t.length&&r.push(createReportObservable(t)),observable_1.mergeObservables.apply(void 0,r)}function createReportObservable(e){var r=new observable_1.Observable(function(){if(window.ReportingObserver){var t=(0,monitor_1.monitor)(function(e){return e.forEach(function(e){r.notify(buildRawReportFromReport(e))})}),o=new window.ReportingObserver(t,{types:e,buffered:!0});return o.observe(),function(){o.disconnect()}}});return r}function createCspViolationReportObservable(){var e=new observable_1.Observable(function(){return(0,addEventListener_1.addEventListener)(document,\"securitypolicyviolation\",function(r){e.notify(buildRawReportFromCspViolation(r))}).stop});return e}function buildRawReportFromReport(e){var r=e.type,t=e.body;return{type:r,subtype:t.id,message:\"\".concat(r,\": \").concat(t.message),stack:buildStack(t.id,t.message,t.sourceFile,t.lineNumber,t.columnNumber)}}function buildRawReportFromCspViolation(e){var r=exports.RawReportType.cspViolation,t=\"\\'\".concat(e.blockedURI,\"\\' blocked by \\'\").concat(e.effectiveDirective,\"\\' directive\");return{type:exports.RawReportType.cspViolation,subtype:e.effectiveDirective,message:\"\".concat(r,\": \").concat(t),stack:buildStack(e.effectiveDirective,e.originalPolicy?\"\".concat(t,\\' of the policy \"\\').concat((0,stringUtils_1.safeTruncate)(e.originalPolicy,100,\"...\"),\\'\"\\'):\"no policy\",e.sourceFile,e.lineNumber,e.columnNumber)}}function buildStack(e,r,t,o,i){return t&&(0,error_1.toStackTraceString)({name:e,message:r,stack:[{func:\"?\",url:t,line:o,column:i}]})}exports.RawReportType={intervention:\"intervention\",deprecation:\"deprecation\",cspViolation:\"csp_violation\"},exports.initReportObservable=initReportObservable;\\n}, {\"414\":414,\"415\":415,\"416\":416,\"420\":420,\"424\":424,\"441\":441}];\\nwindow.modules[\"449\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0});\\n}, {}];\\nwindow.modules[\"450\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.tryOldCookiesMigration=exports.LOGS_SESSION_KEY=exports.RUM_SESSION_KEY=exports.OLD_LOGS_COOKIE_NAME=exports.OLD_RUM_COOKIE_NAME=exports.OLD_SESSION_COOKIE_NAME=void 0;var cookie_1=require(418),sessionCookieStore_1=require(451);function tryOldCookiesMigration(o){var e=(0,cookie_1.getCookie)(sessionCookieStore_1.SESSION_COOKIE_NAME),_=(0,cookie_1.getCookie)(exports.OLD_SESSION_COOKIE_NAME),O=(0,cookie_1.getCookie)(exports.OLD_RUM_COOKIE_NAME),r=(0,cookie_1.getCookie)(exports.OLD_LOGS_COOKIE_NAME);if(!e){var s={};_&&(s.id=_),r&&/^[01]$/.test(r)&&(s[exports.LOGS_SESSION_KEY]=r),O&&/^[012]$/.test(O)&&(s[exports.RUM_SESSION_KEY]=O),(0,sessionCookieStore_1.persistSessionCookie)(s,o)}}exports.OLD_SESSION_COOKIE_NAME=\"_dd\",exports.OLD_RUM_COOKIE_NAME=\"_dd_r\",exports.OLD_LOGS_COOKIE_NAME=\"_dd_l\",exports.RUM_SESSION_KEY=\"rum\",exports.LOGS_SESSION_KEY=\"logs\",exports.tryOldCookiesMigration=tryOldCookiesMigration;\\n}, {\"418\":418,\"451\":451}];\\nwindow.modules[\"451\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.deleteSessionCookie=exports.retrieveSessionCookie=exports.toSessionString=exports.persistSessionCookie=exports.withCookieLockAccess=exports.MAX_NUMBER_OF_LOCK_RETRIES=exports.LOCK_RETRY_DELAY=exports.SESSION_COOKIE_NAME=void 0;var cookie_1=require(418),timer_1=require(447),browserDetection_1=require(453),timeUtils_1=require(421),polyfills_1=require(415),objectUtils_1=require(431),stringUtils_1=require(420),sessionConstants_1=require(452),SESSION_ENTRY_REGEXP=/^([a-z]+)=([a-z0-9-]+)$/,SESSION_ENTRY_SEPARATOR=\"&\";exports.SESSION_COOKIE_NAME=\"_dd_s\",exports.LOCK_RETRY_DELAY=10,exports.MAX_NUMBER_OF_LOCK_RETRIES=100;var ongoingOperations,bufferedOperations=[];function withCookieLockAccess(e,o){var i;if(void 0===o&&(o=0),ongoingOperations||(ongoingOperations=e),e===ongoingOperations)if(o>=exports.MAX_NUMBER_OF_LOCK_RETRIES)next();else{var s,t=retrieveSessionCookie();if(isCookieLockEnabled()){if(t.lock)return void retryLater(e,o);if(s=(0,stringUtils_1.generateUUID)(),t.lock=s,setSessionCookie(t,e.options),(t=retrieveSessionCookie()).lock!==s)return void retryLater(e,o)}var r=e.process(t);if(isCookieLockEnabled()&&(t=retrieveSessionCookie()).lock!==s)retryLater(e,o);else{if(r&&persistSessionCookie(r,e.options),isCookieLockEnabled()&&(!r||!isExpiredState(r))){if((t=retrieveSessionCookie()).lock!==s)return void retryLater(e,o);delete t.lock,setSessionCookie(t,e.options),r=t}null===(i=e.after)||void 0===i||i.call(e,r||t),next()}}else bufferedOperations.push(e)}function isCookieLockEnabled(){return(0,browserDetection_1.isChromium)()}function retryLater(e,o){(0,timer_1.setTimeout)(function(){withCookieLockAccess(e,o+1)},exports.LOCK_RETRY_DELAY)}function next(){ongoingOperations=void 0;var e=bufferedOperations.shift();e&&withCookieLockAccess(e)}function persistSessionCookie(e,o){isExpiredState(e)?deleteSessionCookie(o):(e.expire=String((0,timeUtils_1.dateNow)()+sessionConstants_1.SESSION_EXPIRATION_DELAY),setSessionCookie(e,o))}function setSessionCookie(e,o){(0,cookie_1.setCookie)(exports.SESSION_COOKIE_NAME,toSessionString(e),sessionConstants_1.SESSION_EXPIRATION_DELAY,o)}function toSessionString(e){return(0,polyfills_1.objectEntries)(e).map(function(e){var o=e[0],i=e[1];return\"\".concat(o,\"=\").concat(i)}).join(SESSION_ENTRY_SEPARATOR)}function retrieveSessionCookie(){var e=(0,cookie_1.getCookie)(exports.SESSION_COOKIE_NAME),o={};return isValidSessionString(e)&&e.split(SESSION_ENTRY_SEPARATOR).forEach(function(e){var i=SESSION_ENTRY_REGEXP.exec(e);if(null!==i){var s=i[1],t=i[2];o[s]=t}}),o}function deleteSessionCookie(e){(0,cookie_1.deleteCookie)(exports.SESSION_COOKIE_NAME,e)}function isValidSessionString(e){return void 0!==e&&(-1!==e.indexOf(SESSION_ENTRY_SEPARATOR)||SESSION_ENTRY_REGEXP.test(e))}function isExpiredState(e){return(0,objectUtils_1.isEmptyObject)(e)}exports.withCookieLockAccess=withCookieLockAccess,exports.persistSessionCookie=persistSessionCookie,exports.toSessionString=toSessionString,exports.retrieveSessionCookie=retrieveSessionCookie,exports.deleteSessionCookie=deleteSessionCookie;\\n}, {\"415\":415,\"418\":418,\"420\":420,\"421\":421,\"431\":431,\"447\":447,\"452\":452,\"453\":453}];\\nwindow.modules[\"452\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.SESSION_EXPIRATION_DELAY=exports.SESSION_TIME_OUT_DELAY=void 0;var timeUtils_1=require(421);exports.SESSION_TIME_OUT_DELAY=4*timeUtils_1.ONE_HOUR,exports.SESSION_EXPIRATION_DELAY=15*timeUtils_1.ONE_MINUTE;\\n}, {\"421\":421}];\\nwindow.modules[\"453\"] = [function(require,module,exports){\"use strict\";function isIE(){return Boolean(document.documentMode)}function isChromium(){return!!window.chrome||/HeadlessChrome/.test(window.navigator.userAgent)}Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.isChromium=exports.isIE=void 0,exports.isIE=isIE,exports.isChromium=isChromium;\\n}, {}];\\nwindow.modules[\"454\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.stopSessionManager=exports.startSessionManager=exports.VISIBILITY_CHECK_DELAY=void 0;var valueHistory_1=require(455),timeUtils_1=require(421),addEventListener_1=require(416),timer_1=require(447),oldCookiesMigration_1=require(450),sessionStore_1=require(456),sessionConstants_1=require(452);exports.VISIBILITY_CHECK_DELAY=timeUtils_1.ONE_MINUTE;var SESSION_CONTEXT_TIMEOUT_DELAY=sessionConstants_1.SESSION_TIME_OUT_DELAY,stopCallbacks=[];function startSessionManager(e,s,t){(0,oldCookiesMigration_1.tryOldCookiesMigration)(e);var i=(0,sessionStore_1.startSessionStore)(e,s,t);stopCallbacks.push(function(){return i.stop()});var r=new valueHistory_1.ValueHistory(SESSION_CONTEXT_TIMEOUT_DELAY);function n(){return{id:i.getSession().id,trackingType:i.getSession()[s]}}return stopCallbacks.push(function(){return r.stop()}),i.renewObservable.subscribe(function(){r.add(n(),(0,timeUtils_1.relativeNow)())}),i.expireObservable.subscribe(function(){r.closeActive((0,timeUtils_1.relativeNow)())}),i.expandOrRenewSession(),r.add(n(),(0,timeUtils_1.clocksOrigin)().relative),trackActivity(function(){return i.expandOrRenewSession()}),trackVisibility(function(){return i.expandSession()}),{findActiveSession:function(e){return r.find(e)},renewObservable:i.renewObservable,expireObservable:i.expireObservable,expire:i.expire}}function stopSessionManager(){stopCallbacks.forEach(function(e){return e()}),stopCallbacks=[]}function trackActivity(e){var s=(0,addEventListener_1.addEventListeners)(window,[\"click\",\"touchstart\",\"keydown\",\"scroll\"],e,{capture:!0,passive:!0}).stop;stopCallbacks.push(s)}function trackVisibility(e){var s=function(){\"visible\"===document.visibilityState&&e()},t=(0,addEventListener_1.addEventListener)(document,\"visibilitychange\",s).stop;stopCallbacks.push(t);var i=(0,timer_1.setInterval)(s,exports.VISIBILITY_CHECK_DELAY);stopCallbacks.push(function(){(0,timer_1.clearInterval)(i)})}exports.startSessionManager=startSessionManager,exports.stopSessionManager=stopSessionManager;\\n}, {\"416\":416,\"421\":421,\"447\":447,\"450\":450,\"452\":452,\"455\":455,\"456\":456}];\\nwindow.modules[\"455\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.ValueHistory=exports.CLEAR_OLD_VALUES_INTERVAL=void 0;var timer_1=require(447),timeUtils_1=require(421),END_OF_TIMES=1/0;exports.CLEAR_OLD_VALUES_INTERVAL=timeUtils_1.ONE_MINUTE;var ValueHistory=function(){function e(e){var t=this;this.expireDelay=e,this.entries=[],this.clearOldValuesInterval=(0,timer_1.setInterval)(function(){return t.clearOldValues()},exports.CLEAR_OLD_VALUES_INTERVAL)}return e.prototype.add=function(e,t){var i=this,r={value:e,startTime:t,endTime:END_OF_TIMES,remove:function(){var e=i.entries.indexOf(r);e>=0&&i.entries.splice(e,1)},close:function(e){r.endTime=e}};return this.entries.unshift(r),r},e.prototype.find=function(e){void 0===e&&(e=END_OF_TIMES);for(var t=0,i=this.entries;t<i.length;t++){var r=i[t];if(r.startTime<=e){if(e<=r.endTime)return r.value;break}}},e.prototype.closeActive=function(e){var t=this.entries[0];t&&t.endTime===END_OF_TIMES&&t.close(e)},e.prototype.findAll=function(e){return void 0===e&&(e=END_OF_TIMES),this.entries.filter(function(t){return t.startTime<=e&&e<=t.endTime}).map(function(e){return e.value})},e.prototype.reset=function(){this.entries=[]},e.prototype.stop=function(){(0,timer_1.clearInterval)(this.clearOldValuesInterval)},e.prototype.clearOldValues=function(){for(var e=(0,timeUtils_1.relativeNow)()-this.expireDelay;this.entries.length>0&&this.entries[this.entries.length-1].endTime<e;)this.entries.pop()},e}();exports.ValueHistory=ValueHistory;\\n}, {\"421\":421,\"447\":447}];\\nwindow.modules[\"456\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.startSessionStore=void 0;var cookie_1=require(418),timer_1=require(447),observable_1=require(424),timeUtils_1=require(421),functionUtils_1=require(428),stringUtils_1=require(420),sessionConstants_1=require(452),sessionCookieStore_1=require(451);function startSessionStore(e,o,t){var i=new observable_1.Observable,s=new observable_1.Observable,r=(0,timer_1.setInterval)(function(){(0,sessionCookieStore_1.withCookieLockAccess)({options:e,process:function(e){return a(e)?void 0:{}},after:u})},cookie_1.COOKIE_ACCESS_DELAY),n=function(){var e=(0,sessionCookieStore_1.retrieveSessionCookie)();if(a(e))return e;return{}}();function u(e){return a(e)||(e={}),c()&&(!function(e){return n.id!==e.id||n[o]!==e[o]}(e)?n=e:(n={},s.notify())),e}function c(){return void 0!==n[o]}function a(e){return(void 0===e.created||(0,timeUtils_1.dateNow)()-Number(e.created)<sessionConstants_1.SESSION_TIME_OUT_DELAY)&&(void 0===e.expire||(0,timeUtils_1.dateNow)()<Number(e.expire))}return{expandOrRenewSession:(0,functionUtils_1.throttle)(function(){var s;(0,sessionCookieStore_1.withCookieLockAccess)({options:e,process:function(e){var i=u(e);return s=function(e){var i=t(e[o]),s=i.trackingType,r=i.isTracked;return e[o]=s,r&&!e.id&&(e.id=(0,stringUtils_1.generateUUID)(),e.created=String((0,timeUtils_1.dateNow)())),r}(i),i},after:function(e){s&&!c()&&function(e){n=e,i.notify()}(e),n=e}})},cookie_1.COOKIE_ACCESS_DELAY).throttled,expandSession:function(){(0,sessionCookieStore_1.withCookieLockAccess)({options:e,process:function(e){return c()?u(e):void 0}})},getSession:function(){return n},renewObservable:i,expireObservable:s,expire:function(){(0,sessionCookieStore_1.deleteSessionCookie)(e),u({})},stop:function(){(0,timer_1.clearInterval)(r)}}}exports.startSessionStore=startSessionStore;\\n}, {\"418\":418,\"420\":420,\"421\":421,\"424\":424,\"428\":428,\"447\":447,\"451\":451,\"452\":452}];\\nwindow.modules[\"457\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.getSyntheticsResultId=exports.getSyntheticsTestId=exports.willSyntheticsInjectRum=exports.SYNTHETICS_INJECTS_RUM_COOKIE_NAME=exports.SYNTHETICS_RESULT_ID_COOKIE_NAME=exports.SYNTHETICS_TEST_ID_COOKIE_NAME=void 0;var cookie_1=require(418);function willSyntheticsInjectRum(){return Boolean(window._DATADOG_SYNTHETICS_INJECTS_RUM||(0,cookie_1.getCookie)(exports.SYNTHETICS_INJECTS_RUM_COOKIE_NAME))}function getSyntheticsTestId(){var t=window._DATADOG_SYNTHETICS_PUBLIC_ID||(0,cookie_1.getCookie)(exports.SYNTHETICS_TEST_ID_COOKIE_NAME);return\"string\"==typeof t?t:void 0}function getSyntheticsResultId(){var t=window._DATADOG_SYNTHETICS_RESULT_ID||(0,cookie_1.getCookie)(exports.SYNTHETICS_RESULT_ID_COOKIE_NAME);return\"string\"==typeof t?t:void 0}exports.SYNTHETICS_TEST_ID_COOKIE_NAME=\"datadog-synthetics-public-id\",exports.SYNTHETICS_RESULT_ID_COOKIE_NAME=\"datadog-synthetics-result-id\",exports.SYNTHETICS_INJECTS_RUM_COOKIE_NAME=\"datadog-synthetics-injects-rum\",exports.willSyntheticsInjectRum=willSyntheticsInjectRum,exports.getSyntheticsTestId=getSyntheticsTestId,exports.getSyntheticsResultId=getSyntheticsResultId;\\n}, {\"418\":418}];\\nwindow.modules[\"458\"] = [function(require,module,exports){\"use strict\";var __createBinding=this&&this.__createBinding||(Object.create?function(e,t,r,n){void 0===n&&(n=r);var o=Object.getOwnPropertyDescriptor(t,r);o&&(\"get\"in o?t.__esModule:!o.writable&&!o.configurable)||(o={enumerable:!0,get:function(){return t[r]}}),Object.defineProperty(e,n,o)}:function(e,t,r,n){void 0===n&&(n=r),e[n]=t[r]}),__exportStar=this&&this.__exportStar||function(e,t){for(var r in e)\"default\"===r||Object.prototype.hasOwnProperty.call(t,r)||__createBinding(t,e,r)};Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.addTelemetryConfiguration=exports.isTelemetryReplicationAllowed=exports.startTelemetry=exports.resetTelemetry=exports.startFakeTelemetry=exports.addTelemetryError=exports.addTelemetryDebug=void 0;var telemetry_1=require(461);Object.defineProperty(exports,\"addTelemetryDebug\",{enumerable:!0,get:function(){return telemetry_1.addTelemetryDebug}}),Object.defineProperty(exports,\"addTelemetryError\",{enumerable:!0,get:function(){return telemetry_1.addTelemetryError}}),Object.defineProperty(exports,\"startFakeTelemetry\",{enumerable:!0,get:function(){return telemetry_1.startFakeTelemetry}}),Object.defineProperty(exports,\"resetTelemetry\",{enumerable:!0,get:function(){return telemetry_1.resetTelemetry}}),Object.defineProperty(exports,\"startTelemetry\",{enumerable:!0,get:function(){return telemetry_1.startTelemetry}}),Object.defineProperty(exports,\"isTelemetryReplicationAllowed\",{enumerable:!0,get:function(){return telemetry_1.isTelemetryReplicationAllowed}}),Object.defineProperty(exports,\"addTelemetryConfiguration\",{enumerable:!0,get:function(){return telemetry_1.addTelemetryConfiguration}}),__exportStar(require(459),exports),__exportStar(require(460),exports);\\n}, {\"459\":459,\"460\":460,\"461\":461}];\\nwindow.modules[\"459\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.TelemetryType=void 0,exports.TelemetryType={log:\"log\",configuration:\"configuration\"};\\n}, {}];\\nwindow.modules[\"460\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0});\\n}, {}];\\nwindow.modules[\"461\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.scrubCustomerFrames=exports.formatError=exports.addTelemetryConfiguration=exports.addTelemetryError=exports.addTelemetryDebug=exports.isTelemetryReplicationAllowed=exports.resetTelemetry=exports.startFakeTelemetry=exports.startTelemetry=void 0;var onRawTelemetryEventCollected,display_1=require(419),error_1=require(441),experimentalFeatures_1=require(427),configuration_1=require(438),tracekit_1=require(444),observable_1=require(424),timeUtils_1=require(421),monitor_1=require(414),sendToExtension_1=require(462),polyfills_1=require(415),numberUtils_1=require(433),jsonStringify_1=require(443),mergeInto_1=require(463),rawTelemetryEvent_types_1=require(459),ALLOWED_FRAME_URLS=[\"https://www.datadoghq-browser-agent.com\",\"https://www.datad0g-browser-agent.com\",\"http://localhost\",\"<anonymous>\"],TELEMETRY_EXCLUDED_SITES=[configuration_1.INTAKE_SITE_US1_FED],telemetryConfiguration={maxEventsPerPage:0,sentEventCount:0,telemetryEnabled:!1,telemetryConfigurationEnabled:!1};function startTelemetry(e,t){var r,o=new observable_1.Observable;return telemetryConfiguration.telemetryEnabled=!(0,polyfills_1.includes)(TELEMETRY_EXCLUDED_SITES,t.site)&&(0,numberUtils_1.performDraw)(t.telemetrySampleRate),telemetryConfiguration.telemetryConfigurationEnabled=telemetryConfiguration.telemetryEnabled&&(0,numberUtils_1.performDraw)(t.telemetryConfigurationSampleRate),onRawTelemetryEventCollected=function(t){if(telemetryConfiguration.telemetryEnabled){var n=function(e,t){return(0,mergeInto_1.combine)({type:\"telemetry\",date:(0,timeUtils_1.timeStampNow)(),service:e,version:\"4.39.0\",source:\"browser\",_dd:{format_version:2},telemetry:t,experimental_features:(0,polyfills_1.arrayFrom)((0,experimentalFeatures_1.getExperimentalFeatures)())},void 0!==r?r():{})}(e,t);o.notify(n),(0,sendToExtension_1.sendToExtension)(\"telemetry\",n)}},(0,monitor_1.startMonitorErrorCollection)(addTelemetryError),(0,polyfills_1.assign)(telemetryConfiguration,{maxEventsPerPage:t.maxTelemetryEventsPerPage,sentEventCount:0}),{setContextProvider:function(e){r=e},observable:o,enabled:telemetryConfiguration.telemetryEnabled}}function startFakeTelemetry(){var e=[];return(0,polyfills_1.assign)(telemetryConfiguration,{maxEventsPerPage:1/0,sentEventCount:0}),onRawTelemetryEventCollected=function(t){e.push(t)},e}function resetTelemetry(){onRawTelemetryEventCollected=void 0}function isTelemetryReplicationAllowed(e){return e.site===configuration_1.INTAKE_SITE_STAGING}function addTelemetryDebug(e,t){(0,monitor_1.displayIfDebugEnabled)(display_1.ConsoleApiName.debug,e,t),addTelemetry((0,polyfills_1.assign)({type:rawTelemetryEvent_types_1.TelemetryType.log,message:e,status:\"debug\"},t))}function addTelemetryError(e){addTelemetry((0,polyfills_1.assign)({type:rawTelemetryEvent_types_1.TelemetryType.log,status:\"error\"},formatError(e)))}function addTelemetryConfiguration(e){telemetryConfiguration.telemetryConfigurationEnabled&&addTelemetry({type:rawTelemetryEvent_types_1.TelemetryType.configuration,configuration:e})}function addTelemetry(e){onRawTelemetryEventCollected&&telemetryConfiguration.sentEventCount<telemetryConfiguration.maxEventsPerPage&&(telemetryConfiguration.sentEventCount+=1,onRawTelemetryEventCollected(e))}function formatError(e){if(e instanceof Error){var t=(0,tracekit_1.computeStackTrace)(e);return{error:{kind:t.name,stack:(0,error_1.toStackTraceString)(scrubCustomerFrames(t))},message:t.message}}return{error:{stack:\"Not an instance of error\"},message:\"Uncaught \".concat((0,jsonStringify_1.jsonStringify)(e))}}function scrubCustomerFrames(e){return e.stack=e.stack.filter(function(e){return!e.url||ALLOWED_FRAME_URLS.some(function(t){return(0,polyfills_1.startsWith)(e.url,t)})}),e}exports.startTelemetry=startTelemetry,exports.startFakeTelemetry=startFakeTelemetry,exports.resetTelemetry=resetTelemetry,exports.isTelemetryReplicationAllowed=isTelemetryReplicationAllowed,exports.addTelemetryDebug=addTelemetryDebug,exports.addTelemetryError=addTelemetryError,exports.addTelemetryConfiguration=addTelemetryConfiguration,exports.formatError=formatError,exports.scrubCustomerFrames=scrubCustomerFrames;\\n}, {\"414\":414,\"415\":415,\"419\":419,\"421\":421,\"424\":424,\"427\":427,\"433\":433,\"438\":438,\"441\":441,\"443\":443,\"444\":444,\"459\":459,\"462\":462,\"463\":463}];\\nwindow.modules[\"462\"] = [function(require,module,exports){\"use strict\";function sendToExtension(e,o){var n=window.__ddBrowserSdkExtensionCallback;n&&n({type:e,payload:o})}Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.sendToExtension=void 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s=(0,polyfills_1.assign)({},e);return[\"id\",\"name\",\"email\"].forEach(function(e){e in s&&(s[e]=String(s[e]))}),s}function checkUser(e){var s=\"object\"===(0,typeUtils_1.getType)(e);return s||display_1.display.error(\"Unsupported user:\",e),s}exports.sanitizeUser=sanitizeUser,exports.checkUser=checkUser;\\n}, {\"415\":415,\"419\":419,\"469\":469}];\\nwindow.modules[\"469\"] = [function(require,module,exports){\"use strict\";function getType(e){return null===e?\"null\":Array.isArray(e)?\"array\":typeof e}Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.getType=void 0,exports.getType=getType;\\n}, {}];\\nwindow.modules[\"470\"] = [function(require,module,exports){\"use strict\";var __createBinding=this&&this.__createBinding||(Object.create?function(e,r,t,o){void 0===o&&(o=t);var n=Object.getOwnPropertyDescriptor(r,t);n&&(\"get\"in n?r.__esModule:!n.writable&&!n.configurable)||(n={enumerable:!0,get:function(){return 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{\"412\":412,\"413\":413,\"414\":414,\"415\":415,\"416\":416,\"417\":417,\"418\":418,\"419\":419,\"420\":420,\"421\":421,\"422\":422,\"423\":423,\"424\":424,\"425\":425,\"426\":426,\"427\":427,\"428\":428,\"429\":429,\"430\":430,\"431\":431,\"433\":433,\"434\":434,\"438\":438,\"440\":440,\"441\":441,\"442\":442,\"443\":443,\"444\":444,\"445\":445,\"446\":446,\"447\":447,\"448\":448,\"449\":449,\"451\":451,\"452\":452,\"453\":453,\"454\":454,\"455\":455,\"457\":457,\"458\":458,\"462\":462,\"463\":463,\"466\":466,\"469\":469,\"471\":471,\"472\":472,\"473\":473,\"474\":474,\"475\":475,\"476\":476,\"477\":477,\"478\":478,\"479\":479}];\\nwindow.modules[\"471\"] = [function(require,module,exports){\"use strict\";function getGlobalObject(){if(\"object\"==typeof globalThis)return globalThis;Object.defineProperty(Object.prototype,\"_dd_temp_\",{get:function(){return this},configurable:!0});var e=_dd_temp_;return delete Object.prototype._dd_temp_,\"object\"!=typeof e&&(e=\"object\"==typeof 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r[e],a(r)},set:function(e){a(r=e)},getContext:function(){return(0,mergeInto_1.deepClone)(r)},setContext:function(e){r=(0,experimentalFeatures_1.isExperimentalFeatureEnabled)(experimentalFeatures_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,sanitize_1.sanitize)(e):(0,mergeInto_1.deepClone)(e),a(r)},setContextProperty:function(e,t){r[e]=(0,experimentalFeatures_1.isExperimentalFeatureEnabled)(experimentalFeatures_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,sanitize_1.sanitize)(t):(0,mergeInto_1.deepClone)(t),a(r)},removeContextProperty:function(e){delete r[e],a(r)},clearContext:function(){r={},n=0}}}exports.BYTES_COMPUTATION_THROTTLING_DELAY=200,exports.createContextManager=createContextManager;\\n}, {\"427\":427,\"428\":428,\"434\":434,\"442\":442,\"443\":443,\"463\":463,\"478\":478}];\\nwindow.modules[\"478\"] = [function(require,module,exports){\"use 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createFlushController(e){var t=e.messagesLimit,r=e.bytesLimit,o=e.durationLimit,s=e.pageExitObservable,i=new observable_1.Observable;s.subscribe(function(e){return l(e.reason)});var n,u=0,a=0;function l(e){if(0!==a){var t=a,r=u;a=0,u=0,b(),i.notify({reason:e,messagesCount:t,bytesCount:r})}}function b(){(0,timer_1.clearTimeout)(n),n=void 0}return{flushObservable:i,get messagesCount(){return a},notifyBeforeAddMessage:function(e){u+e>=r&&l(\"bytes_limit\"),a+=1,u+=e,void 0===n&&(n=(0,timer_1.setTimeout)(function(){l(\"duration_limit\")},o))},notifyAfterAddMessage:function(){a>=t?l(\"messages_limit\"):u>=r&&l(\"bytes_limit\")},notifyAfterRemoveMessage:function(e){u-=e,0===(a-=1)&&b()}}}exports.createFlushController=createFlushController;\\n}, {\"424\":424,\"447\":447}];\\nwindow.modules[\"483\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.sendXHR=exports.fetchKeepAliveStrategy=exports.createHttpRequest=void 0;var telemetry_1=require(458),monitor_1=require(414),addEventListener_1=require(416),sendWithRetryStrategy_1=require(484);function createHttpRequest(e,t,r){var n=(0,sendWithRetryStrategy_1.newRetryState)(),o=function(r,n){return fetchKeepAliveStrategy(e,t,r,n)};return{send:function(t){(0,sendWithRetryStrategy_1.sendWithRetryStrategy)(t,n,o,e.endpointType,r)},sendOnExit:function(r){sendBeaconStrategy(e,t,r)}}}function sendBeaconStrategy(e,t,r){var n=r.data,o=r.bytesCount,a=r.flushReason;if(!!navigator.sendBeacon&&o<t)try{var s=e.build(\"beacon\",a);if(navigator.sendBeacon(s,n))return}catch(e){reportBeaconError(e)}sendXHR(e.build(\"xhr\",a),n)}exports.createHttpRequest=createHttpRequest;var hasReportedBeaconError=!1;function reportBeaconError(e){hasReportedBeaconError||(hasReportedBeaconError=!0,(0,telemetry_1.addTelemetryError)(e))}function fetchKeepAliveStrategy(e,t,r,n){var o=r.data,a=r.bytesCount,s=r.flushReason,i=r.retry;if(isKeepAliveSupported()&&a<t){var d=e.build(\"fetch\",s,i);fetch(d,{method:\"POST\",body:o,keepalive:!0,mode:\"cors\"}).then((0,monitor_1.monitor)(function(e){return null==n?void 0:n({status:e.status,type:e.type})}),(0,monitor_1.monitor)(function(){sendXHR(e.build(\"xhr\",s,i),o,n)}))}else{sendXHR(e.build(\"xhr\",s,i),o,n)}}function isKeepAliveSupported(){try{return window.Request&&\"keepalive\"in new Request(\"http://a\")}catch(e){return!1}}function sendXHR(e,t,r){var n=new XMLHttpRequest;n.open(\"POST\",e,!0),(0,addEventListener_1.addEventListener)(n,\"loadend\",function(){null==r||r({status:n.status})},{once:!0}),n.send(t)}exports.fetchKeepAliveStrategy=fetchKeepAliveStrategy,exports.sendXHR=sendXHR;\\n}, {\"414\":414,\"416\":416,\"458\":458,\"484\":484}];\\nwindow.modules[\"484\"] = [function(require,module,exports){\"use 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scheduleRetry(e,t,o,n){2===e.transportStatus&&(0,timer_1.setTimeout)(function(){send(e.queuedPayloads.first(),e,t,{onSuccess:function(){e.queuedPayloads.dequeue(),e.currentBackoffTime=exports.INITIAL_BACKOFF_TIME,retryQueuedPayloads(1,e,t,o,n)},onFailure:function(){e.currentBackoffTime=Math.min(exports.MAX_BACKOFF_TIME,2*e.currentBackoffTime),scheduleRetry(e,t,o,n)}})},e.currentBackoffTime)}function send(e,t,o,n){var u=n.onSuccess,r=n.onFailure;t.bandwidthMonitor.add(e),o(e,function(o){t.bandwidthMonitor.remove(e),shouldRetryRequest(o)?(t.transportStatus=t.bandwidthMonitor.ongoingRequestCount>0?1:2,e.retry={count:e.retry?e.retry.count+1:1,lastFailureStatus:o.status},r()):(t.transportStatus=0,u())})}function retryQueuedPayloads(e,t,o,n,u){0===e&&t.queuedPayloads.isFull()&&!t.queueFullReported&&(u({message:\"Reached max \".concat(n,\" events size queued for upload: 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this.bytesCount>=exports.MAX_QUEUE_BYTES_COUNT}}}function newBandwidthMonitor(){return{ongoingRequestCount:0,ongoingByteCount:0,canHandle:function(e){return 0===this.ongoingRequestCount||this.ongoingByteCount+e.bytesCount<=exports.MAX_ONGOING_BYTES_COUNT&&this.ongoingRequestCount<exports.MAX_ONGOING_REQUESTS},add:function(e){this.ongoingRequestCount+=1,this.ongoingByteCount+=e.bytesCount},remove:function(e){this.ongoingRequestCount-=1,this.ongoingByteCount-=e.bytesCount}}}exports.MAX_ONGOING_BYTES_COUNT=80*byteUtils_1.ONE_KIBI_BYTE,exports.MAX_ONGOING_REQUESTS=32,exports.MAX_QUEUE_BYTES_COUNT=3*byteUtils_1.ONE_MEBI_BYTE,exports.MAX_BACKOFF_TIME=timeUtils_1.ONE_MINUTE,exports.INITIAL_BACKOFF_TIME=timeUtils_1.ONE_SECOND,exports.sendWithRetryStrategy=sendWithRetryStrategy,exports.newRetryState=newRetryState;\\n}, {\"421\":421,\"434\":434,\"441\":441,\"447\":447,\"473\":473}];\\nwindow.modules[\"485\"] = [function(require,module,exports){\"use 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r=!1,o=(0,browser_core_1.createContextManager)(\"global context\"),t=(0,browser_core_1.createContextManager)(\"user\"),n={},i=function(){},_=new browser_core_1.BoundedBuffer,c=function(e,r,o,t){void 0===o&&(o=(0,browser_core_1.deepClone)(l())),void 0===t&&(t=(0,browser_core_1.timeStampNow)()),_.add(function(){return c(e,r,o,t)})},s=function(){},a=new logger_1.Logger(function(){for(var e=[],r=0;r<arguments.length;r++)e[r]=arguments[r];return c.apply(void 0,e)});function l(){return{view:{referrer:document.referrer,url:window.location.href},context:o.getContext(),user:t.getContext()}}return(0,browser_core_1.makePublicApi)({logger:a,init:(0,browser_core_1.monitor)(function(o){var t;if(s=function(){return(0,browser_core_1.deepClone)(o)},(0,browser_core_1.canUseEventBridge)()&&(o=function(e){return(0,browser_core_1.assign)({},e,{clientToken:\"empty\"})}(o)),function(e){if(r)return e.silentMultipleInit||browser_core_1.display.error(\"DD_LOGS is already initialized.\"),!1;return!0}(o)){var n=(0,configuration_1.validateAndBuildLogsConfiguration)(o);n&&(t=e(o,n,l,a),c=t.handleLog,i=t.getInternalContext,_.drain(),r=!0)}}),getLoggerGlobalContext:(0,browser_core_1.monitor)(o.get),getGlobalContext:(0,browser_core_1.monitor)(o.getContext),setLoggerGlobalContext:(0,browser_core_1.monitor)(o.set),setGlobalContext:(0,browser_core_1.monitor)(o.setContext),addLoggerGlobalContext:(0,browser_core_1.monitor)(o.add),setGlobalContextProperty:(0,browser_core_1.monitor)(o.setContextProperty),removeLoggerGlobalContext:(0,browser_core_1.monitor)(o.remove),removeGlobalContextProperty:(0,browser_core_1.monitor)(o.removeContextProperty),clearGlobalContext:(0,browser_core_1.monitor)(o.clearContext),createLogger:(0,browser_core_1.monitor)(function(e,r){return void 0===r&&(r={}),n[e]=new logger_1.Logger(function(){for(var e=[],r=0;r<arguments.length;r++)e[r]=arguments[r];return c.apply(void 0,e)},(0,browser_core_1.isExperimentalFeatureEnabled)(browser_core_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,browser_core_1.sanitize)(e):e,r.handler,r.level,(0,browser_core_1.isExperimentalFeatureEnabled)(browser_core_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,browser_core_1.sanitize)(r.context):r.context),n[e]}),getLogger:(0,browser_core_1.monitor)(function(e){return n[e]}),getInitConfiguration:(0,browser_core_1.monitor)(function(){return s()}),getInternalContext:(0,browser_core_1.monitor)(function(e){return i(e)}),setUser:(0,browser_core_1.monitor)(function(e){(0,browser_core_1.checkUser)(e)&&t.setContext((0,browser_core_1.sanitizeUser)(e))}),getUser:(0,browser_core_1.monitor)(t.getContext),setUserProperty:(0,browser_core_1.monitor)(function(e,r){var o,n=(0,browser_core_1.sanitizeUser)((o={},o[e]=r,o))[e];t.setContextProperty(e,n)}),removeUserProperty:(0,browser_core_1.monitor)(t.removeContextProperty),clearUser:(0,browser_core_1.monitor)(t.clearContext)})}exports.makeLogsPublicApi=makeLogsPublicApi;\\n}, {\"470\":470,\"487\":487,\"488\":488}];\\nwindow.modules[\"487\"] = [function(require,module,exports){\"use strict\";var __decorate=this&&this.__decorate||function(e,r,t,o){var n,s=arguments.length,a=s<3?r:null===o?o=Object.getOwnPropertyDescriptor(r,t):o;if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.decorate)a=Reflect.decorate(e,r,t,o);else for(var i=e.length-1;i>=0;i--)(n=e[i])&&(a=(s<3?n(a):s>3?n(r,t,a):n(r,t))||a);return s>3&&a&&Object.defineProperty(r,t,a),a};Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.Logger=exports.STATUSES=exports.HandlerType=exports.StatusType=void 0;var browser_core_1=require(470);exports.StatusType={debug:\"debug\",error:\"error\",info:\"info\",warn:\"warn\"},exports.HandlerType={console:\"console\",http:\"http\",silent:\"silent\"},exports.STATUSES=Object.keys(exports.StatusType);var Logger=function(){function e(e,r,t,o,n){void 0===t&&(t=exports.HandlerType.http),void 0===o&&(o=exports.StatusType.debug),void 0===n&&(n={}),this.handleLogStrategy=e,this.handlerType=t,this.level=o,this.contextManager=(0,browser_core_1.createContextManager)(\"logger context\"),this.contextManager.set((0,browser_core_1.assign)({},n,r?{logger:{name:r}}:void 0))}return e.prototype.log=function(e,r,t,o){var n;if(void 0===t&&(t=exports.StatusType.info),t===exports.StatusType.error&&(n={origin:browser_core_1.ErrorSource.LOGGER}),null!=o){var s=o instanceof Error?(0,browser_core_1.computeStackTrace)(o):void 0,a=(0,browser_core_1.computeRawError)({stackTrace:s,originalError:o,nonErrorPrefix:browser_core_1.PROVIDED_ERROR_MESSAGE_PREFIX,source:browser_core_1.ErrorSource.LOGGER,handling:\"handled\",startClocks:(0,browser_core_1.clocksNow)()});n={origin:browser_core_1.ErrorSource.LOGGER,stack:a.stack,kind:a.type,message:a.message}}var i=(0,browser_core_1.isExperimentalFeatureEnabled)(browser_core_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,browser_core_1.sanitize)(r):(0,browser_core_1.deepClone)(r),c=n?(0,browser_core_1.combine)({error:n},i):i;this.handleLogStrategy({message:(0,browser_core_1.isExperimentalFeatureEnabled)(browser_core_1.ExperimentalFeature.SANITIZE_INPUTS)?(0,browser_core_1.sanitize)(e):e,context:c,status:t},this)},e.prototype.debug=function(e,r,t){this.log(e,r,exports.StatusType.debug,t)},e.prototype.info=function(e,r,t){this.log(e,r,exports.StatusType.info,t)},e.prototype.warn=function(e,r,t){this.log(e,r,exports.StatusType.warn,t)},e.prototype.error=function(e,r,t){this.log(e,r,exports.StatusType.error,t)},e.prototype.setContext=function(e){this.contextManager.set(e)},e.prototype.getContext=function(){return this.contextManager.get()},e.prototype.addContext=function(e,r){this.contextManager.add(e,r)},e.prototype.removeContext=function(e){this.contextManager.remove(e)},e.prototype.setHandler=function(e){this.handlerType=e},e.prototype.getHandler=function(){return this.handlerType},e.prototype.setLevel=function(e){this.level=e},e.prototype.getLevel=function(){return this.level},__decorate([browser_core_1.monitored],e.prototype,\"log\",null),e}();exports.Logger=Logger;\\n}, {\"470\":470}];\\nwindow.modules[\"488\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.serializeLogsConfiguration=exports.validateAndBuildForwardOption=exports.validateAndBuildLogsConfiguration=exports.DEFAULT_REQUEST_ERROR_RESPONSE_LENGTH_LIMIT=void 0;var browser_core_1=require(470);function validateAndBuildLogsConfiguration(r){var o=(0,browser_core_1.validateAndBuildConfiguration)(r),e=validateAndBuildForwardOption(r.forwardConsoleLogs,(0,browser_core_1.objectValues)(browser_core_1.ConsoleApiName),\"Forward Console Logs\"),s=validateAndBuildForwardOption(r.forwardReports,(0,browser_core_1.objectValues)(browser_core_1.RawReportType),\"Forward Reports\");if(o&&e&&s)return r.forwardErrorsToLogs&&!(0,browser_core_1.includes)(e,browser_core_1.ConsoleApiName.error)&&e.push(browser_core_1.ConsoleApiName.error),(0,browser_core_1.assign)({forwardErrorsToLogs:!1!==r.forwardErrorsToLogs,forwardConsoleLogs:e,forwardReports:s,requestErrorResponseLengthLimit:exports.DEFAULT_REQUEST_ERROR_RESPONSE_LENGTH_LIMIT},o)}function validateAndBuildForwardOption(r,o,e){return void 0===r?[]:\"all\"===r||Array.isArray(r)&&r.every(function(r){return(0,browser_core_1.includes)(o,r)})?\"all\"===r?o:(0,browser_core_1.removeDuplicates)(r):void browser_core_1.display.error(\"\".concat(e,\\' should be \"all\" or an array with allowed values \"\\').concat(o.join(\\'\", \"\\'),\\'\"\\'))}function serializeLogsConfiguration(r){var o=(0,browser_core_1.serializeConfiguration)(r);return(0,browser_core_1.assign)({forward_errors_to_logs:r.forwardErrorsToLogs,forward_console_logs:r.forwardConsoleLogs,forward_reports:r.forwardReports},o)}exports.DEFAULT_REQUEST_ERROR_RESPONSE_LENGTH_LIMIT=32*browser_core_1.ONE_KIBI_BYTE,exports.validateAndBuildLogsConfiguration=validateAndBuildLogsConfiguration,exports.validateAndBuildForwardOption=validateAndBuildForwardOption,exports.serializeLogsConfiguration=serializeLogsConfiguration;\\n}, {\"470\":470}];\\nwindow.modules[\"489\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.startLogs=void 0;var browser_core_1=require(470),logsSessionManager_1=require(492),configuration_1=require(488),assembly_1=require(493),consoleCollection_1=require(496),reportCollection_1=require(499),networkErrorCollection_1=require(497),runtimeErrorCollection_1=require(498),lifeCycle_1=require(490),loggerCollection_1=require(500),startLogsBatch_1=require(495),startLogsBridge_1=require(494),logger_1=require(487),internalContext_1=require(491);function startLogs(e,r,o,t){var n=new lifeCycle_1.LifeCycle;n.subscribe(1,function(e){return(0,browser_core_1.sendToExtension)(\"logs\",e)});var i=function(e){return n.notify(0,{rawLogsEvent:{message:e.message,date:e.startClocks.timeStamp,error:{origin:browser_core_1.ErrorSource.AGENT},origin:browser_core_1.ErrorSource.AGENT,status:logger_1.StatusType.error}})},s=(0,browser_core_1.createPageExitObservable)();startLogsTelemetry(r,i,s).setContextProvider(function(){var e,r,o,t,n,i;return{application:{id:null===(e=(0,assembly_1.getRUMInternalContext)())||void 0===e?void 0:e.application_id},session:{id:null===(r=a.findTrackedSession())||void 0===r?void 0:r.id},view:{id:null===(t=null===(o=(0,assembly_1.getRUMInternalContext)())||void 0===o?void 0:o.view)||void 0===t?void 0:t.id},action:{id:null===(i=null===(n=(0,assembly_1.getRUMInternalContext)())||void 0===n?void 0:n.user_action)||void 0===i?void 0:i.id}}}),(0,networkErrorCollection_1.startNetworkErrorCollection)(r,n),(0,runtimeErrorCollection_1.startRuntimeErrorCollection)(r,n),(0,consoleCollection_1.startConsoleCollection)(r,n),(0,reportCollection_1.startReportCollection)(r,n);var l=(0,loggerCollection_1.startLoggerCollection)(n).handleLog,a=!(0,browser_core_1.areCookiesAuthorized)(r.cookieOptions)||(0,browser_core_1.canUseEventBridge)()||(0,browser_core_1.willSyntheticsInjectRum)()?(0,logsSessionManager_1.startLogsSessionManagerStub)(r):(0,logsSessionManager_1.startLogsSessionManager)(r);return(0,assembly_1.startLogsAssembly)(a,r,n,o,t,i),(0,browser_core_1.canUseEventBridge)()?(0,startLogsBridge_1.startLogsBridge)(n):(0,startLogsBatch_1.startLogsBatch)(r,n,i,s),(0,browser_core_1.addTelemetryConfiguration)((0,configuration_1.serializeLogsConfiguration)(e)),{handleLog:l,getInternalContext:(0,internalContext_1.startInternalContext)(a).get}}function startLogsTelemetry(e,r,o){var t,n=(0,browser_core_1.startTelemetry)(\"browser-logs-sdk\",e);if((0,browser_core_1.canUseEventBridge)()){var i=(0,browser_core_1.getEventBridge)();n.observable.subscribe(function(e){return i.send(\"internal_telemetry\",e)})}else{var s=(0,browser_core_1.startBatchWithReplica)(e,e.rumEndpointBuilder,r,o,null===(t=e.replica)||void 0===t?void 0:t.rumEndpointBuilder);n.observable.subscribe(function(r){return s.add(r,(0,browser_core_1.isTelemetryReplicationAllowed)(e))})}return n}exports.startLogs=startLogs;\\n}, {\"470\":470,\"487\":487,\"488\":488,\"490\":490,\"491\":491,\"492\":492,\"493\":493,\"494\":494,\"495\":495,\"496\":496,\"497\":497,\"498\":498,\"499\":499,\"500\":500}];\\nwindow.modules[\"490\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.LifeCycle=void 0;var LifeCycle=function(){function c(){this.callbacks={}}return c.prototype.notify=function(c,t){var e=this.callbacks[c];e&&e.forEach(function(c){return c(t)})},c.prototype.subscribe=function(c,t){var e=this;return this.callbacks[c]||(this.callbacks[c]=[]),this.callbacks[c].push(t),{unsubscribe:function(){e.callbacks[c]=e.callbacks[c].filter(function(c){return 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r=\"1\"===computeTrackingType(e)?{}:void 0;return{findTrackedSession:function(){return r}}}function computeTrackingType(e){return(0,browser_core_1.performDraw)(e.sessionSampleRate)?\"1\":\"0\"}function computeSessionState(e,r){var s=hasValidLoggerSession(r)?r:computeTrackingType(e);return{trackingType:s,isTracked:\"1\"===s}}function hasValidLoggerSession(e){return\"0\"===e||\"1\"===e}exports.LOGS_SESSION_KEY=\"logs\",exports.startLogsSessionManager=startLogsSessionManager,exports.startLogsSessionManagerStub=startLogsSessionManagerStub;\\n}, {\"470\":470}];\\nwindow.modules[\"493\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.resetRUMInternalContext=exports.getRUMInternalContext=exports.startLogsAssembly=void 0;var browser_core_1=require(470),logger_1=require(487),loggerCollection_1=require(500);function startLogsAssembly(e,t,r,o,n,s){var 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ockwiseContourIntegral|NotNestedGreaterGreater|NotSquareSupersetEqual|DiacriticalDoubleAcute|NotRightTriangleEqual|NotSucceedsSlantEqual|NotPrecedesSlantEqual|CloseCurlyDoubleQuote|NegativeVeryThinSpace|DoubleContourIntegral|FilledVerySmallSquare|CapitalDifferentialD|OpenCurlyDoubleQuote|EmptyVerySmallSquare|NestedGreaterGreater|DoubleLongRightArrow|NotLeftTriangleEqual|NotGreaterSlantEqual|ReverseUpEquilibrium|DoubleLeftRightArrow|NotSquareSubsetEqual|NotDoubleVerticalBar|RightArrowLeftArrow|NotGreaterFullEqual|NotRightTriangleBar|SquareSupersetEqual|DownLeftRightVector|DoubleLongLeftArrow|leftrightsquigarrow|LeftArrowRightArrow|NegativeMediumSpace|blacktriangleright|RightDownVectorBar|PrecedesSlantEqual|RightDoubleBracket|SucceedsSlantEqual|NotLeftTriangleBar|RightTriangleEqual|SquareIntersection|RightDownTeeVector|ReverseEquilibrium|NegativeThickSpace|longleftrightarrow|Longleftrightarrow|LongLeftRightArrow|DownRightTeeVector|DownRightVectorBar|GreaterSlantEqual|SquareSubsetEqual|LeftDownVectorBar|LeftDoubleBracket|VerticalSeparator|rightleftharpoons|NotGreaterGreater|NotSquareSuperset|blacktriangleleft|blacktriangledown|NegativeThinSpace|LeftDownTeeVector|NotLessSlantEqual|leftrightharpoons|DoubleUpDownArrow|DoubleVerticalBar|LeftTriangleEqual|FilledSmallSquare|twoheadrightarrow|NotNestedLessLess|DownLeftTeeVector|DownLeftVectorBar|RightAngleBracket|NotTildeFullEqual|NotReverseElement|RightUpDownVector|DiacriticalTilde|NotSucceedsTilde|circlearrowright|NotPrecedesEqual|rightharpoondown|DoubleRightArrow|NotSucceedsEqual|NonBreakingSpace|NotRightTriangle|LessEqualGreater|RightUpTeeVector|LeftAngleBracket|GreaterFullEqual|DownArrowUpArrow|RightUpVectorBar|twoheadleftarrow|GreaterEqualLess|downharpoonright|RightTriangleBar|ntrianglerighteq|NotSupersetEqual|LeftUpDownVector|DiacriticalAcute|rightrightarrows|vartriangleright|UpArrowDownArrow|DiacriticalGrave|UnderParenthesis|EmptySmallSquare|LeftUpVectorBar|leftrightarrows|DownRightVector|downharpoonleft|trianglerighteq|ShortRightArrow|OverParenthesis|DoubleLeftArrow|DoubleDownArrow|NotSquareSubset|bigtriangledown|ntrianglelefteq|UpperRightArrow|curvearrowright|vartriangleleft|NotLeftTriangle|nleftrightarrow|LowerRightArrow|NotHumpDownHump|NotGreaterTilde|rightthreetimes|LeftUpTeeVector|NotGreaterEqual|straightepsilon|LeftTriangleBar|rightsquigarrow|ContourIntegral|rightleftarrows|CloseCurlyQuote|RightDownVector|LeftRightVector|nLeftrightarrow|leftharpoondown|circlearrowleft|SquareSuperset|OpenCurlyQuote|hookrightarrow|HorizontalLine|DiacriticalDot|NotLessGreater|ntriangleright|DoubleRightTee|InvisibleComma|InvisibleTimes|LowerLeftArrow|DownLeftVector|NotSubsetEqual|curvearrowleft|trianglelefteq|NotVerticalBar|TildeFullEqual|downdownarrows|NotGreaterLess|RightTeeVector|ZeroWidthSpace|looparrowright|LongRightArrow|doublebarwedge|ShortLeftArrow|ShortDownArrow|RightVectorBar|GreaterGreater|ReverseElement|rightharpoonup|LessSlantEqual|leftthreetimes|upharpoonright|rightarrowtail|LeftDownVector|Longrightarrow|NestedLessLess|UpperLeftArrow|nshortparallel|leftleftarrows|leftrightarrow|Leftrightarrow|LeftRightArrow|longrightarrow|upharpoonleft|RightArrowBar|ApplyFunction|LeftTeeVector|leftarrowtail|NotEqualTilde|varsubsetneqq|varsupsetneqq|RightTeeArrow|SucceedsEqual|SucceedsTilde|LeftVectorBar|SupersetEqual|hookleftarrow|DifferentialD|VerticalTilde|VeryThinSpace|blacktriangle|bigtriangleup|LessFullEqual|divideontimes|leftharpoonup|UpEquilibrium|ntriangleleft|RightTriangle|measuredangle|shortparallel|longleftarrow|Longleftarrow|LongLeftArrow|DoubleLeftTee|Poincareplane|PrecedesEqual|triangleright|DoubleUpArrow|RightUpVector|fallingdotseq|looparrowleft|PrecedesTilde|NotTildeEqual|NotTildeTilde|smallsetminus|Proportional|triangleleft|triangledown|UnderBracket|NotHumpEqual|exponentiale|ExponentialE|NotLessTilde|HilbertSpace|RightCeiling|blacklozenge|varsupsetneq|HumpDownHump|GreaterEqual|VerticalLine|LeftTeeArrow|NotLessEqual|DownTeeArrow|LeftTriangle|varsubsetneq|Intersection|NotCongruent|DownArrowBar|LeftUpVector|LeftArrowBar|risingdotseq|GreaterTilde|RoundImplies|SquareSubset|ShortUpArrow|NotSuperset|quaternions|precnapprox|backepsilon|preccurlyeq|OverBracket|blacksquare|MediumSpace|VerticalBar|circledcirc|circleddash|CircleMinus|CircleTimes|LessGreater|curlyeqprec|curlyeqsucc|diamondsuit|UpDownArrow|Updownarrow|RuleDelayed|Rrightarrow|updownarrow|RightVector|nRightarrow|nrightarrow|eqslantless|LeftCeiling|Equilibrium|SmallCircle|expectation|NotSucceeds|thickapprox|GreaterLess|SquareUnion|NotPrecedes|NotLessLess|straightphi|succnapprox|succcurlyeq|SubsetEqual|sqsupseteq|Proportion|Laplacetrf|ImaginaryI|supsetneqq|NotGreater|gtreqqless|NotElement|ThickSpace|TildeEqual|TildeTilde|Fouriertrf|rmoustache|EqualTilde|eqslantgtr|UnderBrace|LeftVector|UpArrowBar|nLeftarrow|nsubseteqq|subsetneqq|nsupseteqq|nleftarrow|succapprox|lessapprox|UpTeeArrow|upuparrows|curlywedge|lesseqqgtr|varepsilon|varnothing|RightFloor|complement|CirclePlus|sqsubseteq|Lleftarrow|circledast|RightArr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n,r,t=e[9]&&create_if_block_1(e);return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){t&&t.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),r=!0},p:function(e,r){e[9]?t?(t.p(e,r),512&r&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block_1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_if_block(e){for(var n,r,t=[e[4]],_={},o=0;o<t.length;o+=1)_=_vendor_browser_svelte_internal_index.assign(_,t[o]);return n=new e[1]({props:_}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var _=16&r?_vendor_browser_svelte_internal_index.get_spread_update(t,[_vendor_browser_svelte_internal_index.get_spread_object(e[4])]):{};n.$set(_)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot(e){var n,r,t=e[9]&&create_if_block(e);return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){t&&t.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),r=!0},p:function(e,r){e[9]?t?(t.p(e,r),512&r&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_fragment(e){var n,r,t,_,o,i;return n=new _lib_browser_common_components_mediaQuery_MediaQuery_svelte.MediaQuery({props:{query:e[0].DESKTOP,$$slots:{default:[create_default_slot_2,function(e){return{9:e.matches}},function(e){return e.matches?512:0}]},$$scope:{ctx:e}}}),t=new _lib_browser_common_components_mediaQuery_MediaQuery_svelte.MediaQuery({props:{query:e[0].TABLET,$$slots:{default:[create_default_slot_1,function(e){return{9:e.matches}},function(e){return e.matches?512:0}]},$$scope:{ctx:e}}}),o=new _lib_browser_common_components_mediaQuery_MediaQuery_svelte.MediaQuery({props:{query:e[0].MOBILE,$$slots:{default:[create_default_slot,function(e){return{9:e.matches}},function(e){return e.matches?512:0}]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment),r=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(t.$$.fragment),_=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(o.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e),r=_vendor_browser_svelte_internal_index.claim_space(e),_vendor_browser_svelte_internal_index.claim_component(t.$$.fragment,e),_=_vendor_browser_svelte_internal_index.claim_space(e),_vendor_browser_svelte_internal_index.claim_component(o.$$.fragment,e)},m:function(e,s){_vendor_browser_svelte_internal_index.mount_component(n,e,s),_vendor_browser_svelte_internal_index.insert_hydration(e,r,s),_vendor_browser_svelte_internal_index.mount_component(t,e,s),_vendor_browser_svelte_internal_index.insert_hydration(e,_,s),_vendor_browser_svelte_internal_index.mount_component(o,e,s),i=!0},p:function(e,r){var _=_slicedToArray(r,1)[0],i={};1&_&&(i.query=e[0].DESKTOP),1552&_&&(i.$$scope={dirty:_,ctx:e}),n.$set(i);var s={};1&_&&(s.query=e[0].TABLET),1552&_&&(s.$$scope={dirty:_,ctx:e}),t.$set(s);var a={};1&_&&(a.query=e[0].MOBILE),1552&_&&(a.$$scope={dirty:_,ctx:e}),o.$set(a)},i:function(e){i||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(t.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(o.$$.fragment,e),i=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(t.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(o.$$.fragment,e),i=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e),e&&_vendor_browser_svelte_internal_index.detach(r),_vendor_browser_svelte_internal_index.destroy_component(t,e),e&&_vendor_browser_svelte_internal_index.detach(_),_vendor_browser_svelte_internal_index.destroy_component(o,e)}}}function instance(e,n,r){var t=n.Mobile,_=n.Desktop,o=n.Tablet,i=void 0===o?_:o,s=n.mobileOnly,a=void 0!==s&&s,l=n.queryWidths,c=void 0===l?_lib_browser_common_components_mediaQuery_constants.DEFAULT_QUERY_WIDTHS:l,d=t,u=a?t:i,v=a?t:_;return e.$$set=function(e){r(4,n=_vendor_browser_svelte_internal_index.assign(_vendor_browser_svelte_internal_index.assign({},n),_vendor_browser_svelte_internal_index.exclude_internal_props(e))),\"Mobile\"in e&&r(5,t=e.Mobile),\"Desktop\"in e&&r(6,_=e.Desktop),\"Tablet\"in e&&r(7,i=e.Tablet),\"mobileOnly\"in e&&r(8,a=e.mobileOnly),\"queryWidths\"in e&&r(0,c=e.queryWidths)},n=_vendor_browser_svelte_internal_index.exclude_internal_props(n),[c,d,u,v,n,t,_,i,a]}var MediaQueryWrapper=function(e){_inherits(r,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper(r);function r(e){var t;return _classCallCheck(this,r),t=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(t),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{Mobile:5,Desktop:6,Tablet:7,mobileOnly:8,queryWidths:0}),t}return r}();exports.MediaQueryWrapper=MediaQueryWrapper;\\n}, {\"548\":548,\"605\":605,\"608\":608}];\\nwindow.modules[\"608\"] = [function(require,module,exports){\"use strict\";var MOBILE_SCREENSIZE_DEFAULT=\"(max-width: 480px)\",TABLET_SCREENSIZE_DEFAULT=\"(min-width: 481px) and (max-width: 1280px)\",DESKTOP_SCREENSIZE_DEFAULT=\"(min-width: 1281px)\",DEFAULT_QUERY_WIDTHS={MOBILE:MOBILE_SCREENSIZE_DEFAULT,TABLET:TABLET_SCREENSIZE_DEFAULT,DESKTOP:DESKTOP_SCREENSIZE_DEFAULT};exports.DEFAULT_QUERY_WIDTHS=DEFAULT_QUERY_WIDTHS;\\n}, {}];\\nwindow.modules[\"609\"] = [function(require,module,exports){\"use strict\";var 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l=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_element(l,\"P\",{class:!0,\"data-testid\":!0});var a=_vendor_browser_svelte_internal_index.children(t);n=_vendor_browser_svelte_internal_index.claim_text(a,e[1]),a.forEach(_vendor_browser_svelte_internal_index.detach),o=_vendor_browser_svelte_internal_index.claim_space(l),_&&_.l(l),l.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"proportional_allocation__title-2lNAU6 cnn-pcl-15mw7pb\"),_vendor_browser_svelte_internal_index.attr(t,\"data-testid\",\"pcl-proportional_allocation_title\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"proportional_allocation-3gAlOP 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e.configContext?8:0}]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(r.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,e)},m:function(e,n){_vendor_browser_svelte_internal_index.mount_component(r,e,n),t=!0},p:function(e,t){var n=_slicedToArray(t,1)[0],o={};139&n&&(o.$$scope={dirty:n,ctx:e}),r.$set(o)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(r.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r.$$.fragment,e),t=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(r,e)}}}function instance(e,r,t){var n=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.configLayers.ELECTION_THEME,o=r.electoralVotes,_=void 0===o?null:o,i=r.title,l=void 0===i?null:i;return e.$$set=function(e){\"electoralVotes\"in e&&t(0,_=e.electoralVotes),\"title\"in e&&t(1,l=e.title)},[_,l,n]}var ProportionalAllocation=function(e){_inherits(t,_vendor_browser_svelte_internal_index.SvelteComponent);var r=_createSuper(t);function t(e){var n;return _classCallCheck(this,t),n=r.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(n),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{electoralVotes:0,title:1},add_css),n}return t}();exports.ProportionalAllocation=ProportionalAllocation;\\n}, {\"548\":548,\"610\":610,\"611\":611,\"612\":612,\"613\":613,\"614\":614}];\\nwindow.modules[\"610\"] = [function(require,module,exports){\"use strict\";var 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h=_vendor_browser_svelte_internal_index.getContext(_lib_browser_common_constants_contextKeys.SUPPRESS_OPERATORS_KEY);_vendor_browser_svelte_internal_index.component_subscribe(e,h,function(e){return r(15,_=e)});var O,T,E,P,k=_vendor_browser_svelte_internal_index.getContext(_lib_browser_common_constants_contextKeys.EXTERNAL_CONFIG_LAST_UPDATED);return _vendor_browser_svelte_internal_index.component_subscribe(e,k,function(e){return r(16,i=e)}),e.$$set=function(e){\"configurables\"in e&&r(7,b=e.configurables),\"features\"in e&&r(8,v=e.features),\"from\"in e&&r(9,y=e.from),\"root\"in e&&r(10,x=e.root),\"$$scope\"in e&&r(18,c=e.$$scope)},e.$$.update=function(){262016&e.$$.dirty&&(r(12,P=null==s?void 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presidential primary\",label:\"Democratic presidential primary\"},PE:{slug:\"democratic-presidential-caucuses\",abbr:\"PE\",name:\"Democratic presidential caucuses\",label:\"Democratic presidential caucuses\"},PR:{slug:\"republican-presidential-primary\",abbr:\"PR\",name:\"Republican presidential primary\",label:\"Republican presidential primary\"},PS:{slug:\"republican-presidential-caucuses\",abbr:\"PS\",name:\"Republican presidential caucuses\",label:\"Republican presidential caucuses\"},SG:{slug:\"senate\",abbr:\"SG\",name:\"Senate\",label:\"US Senate\"},SD:{slug:\"senate\",abbr:\"SD\",name:\"Democratic Senate Primary\",label:\"Democratic Senate primary\"},SR:{slug:\"senate\",abbr:\"SR\",name:\"Republican Senate Primary\",label:\"Republican Senate primary\"},SS:{slug:\"secretary-of-state\",abbr:\"SS\",name:\"Secretary of State\",label:\"Secretary of State\"},SSG:{slug:\"secretary-of-state\",abbr:\"SSG\",name:\"Secretary of State\",label:\"US Secretary of State\"},S2G:{slug:\"senate-2\",abbr:\"S2G\",name:\"Senate Special\",label:\"Senate special\"},S2P:{slug:\"general-special-election/senate\",abbr:\"S2P\",name:\"Senate Special\",label:\"Senate special\"},SW:{slug:\"senate-runoff\",abbr:\"SW\",name:\"Senate Runoff\",label:\"Senate Runoff\"}};exports.contestsLookupByAbbr=contestsLookupByAbbr;\\n}, {}];\\nwindow.modules[\"639\"] = [function(require,module,exports){\"use strict\";var NEXT_UPDATE_CONTEXT_KEY=\"nextUpdateRefreshTime\",IDENTITY_CONTEXT_KEY=\"identity\",ANALYTICS_CONTEXT_KEY=\"analytics\",FEATURE_FLAGS_CONTEXT_KEY=\"featureFlags\",COLOR_OVERRIDES_CONTEXT_KEY=\"colorOverrides\",EXTERNAL_CONFIG_LAST_UPDATED=\"externalConfigLastUpdated\",SUPPRESS_OPERATORS_KEY=\"suppressOperatorsKey\",MY_ELECTION_CLIENT_KEY=\"myElectionClientKey\";exports.ANALYTICS_CONTEXT_KEY=ANALYTICS_CONTEXT_KEY,exports.COLOR_OVERRIDES_CONTEXT_KEY=COLOR_OVERRIDES_CONTEXT_KEY,exports.EXTERNAL_CONFIG_LAST_UPDATED=EXTERNAL_CONFIG_LAST_UPDATED,exports.FEATURE_FLAGS_CONTEXT_KEY=FEATURE_FLAGS_CONTEXT_KEY,exports.IDENTITY_CONTEXT_KEY=IDENTITY_CONTEXT_KEY,exports.MY_ELECTION_CLIENT_KEY=MY_ELECTION_CLIENT_KEY,exports.NEXT_UPDATE_CONTEXT_KEY=NEXT_UPDATE_CONTEXT_KEY,exports.SUPPRESS_OPERATORS_KEY=SUPPRESS_OPERATORS_KEY;\\n}, {}];\\nwindow.modules[\"640\"] = [function(require,module,exports){\"use strict\";var EditorialMode=function(r){return 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e.PROJECTION=\"projection\",e.PROJECTION_WITH_LEAD=\"projection-with-lead\",e.AHEAD=\"ahead\",e.AHEAD_SINGLE_BUCKET=\"ahead-single-bucket\",e}(PaintModes||{});exports.PaintModes=PaintModes;\\n}, {}];\\nwindow.modules[\"644\"] = [function(require,module,exports){\"use strict\";var partyAriaLabels={r:\"Republican\",rep:\"Republican\",d:\"Democrat\",dem:\"Democrat\",g:\"Green\",gr:\"Green\",grn:\"Green\",l:\"Libertarian\",lb:\"Libertarian\",lib:\"Libertarian\",ys:\"Yes\",yes:\"Yes\",no:\"No\",other:\"Other\"};exports.partyAriaLabels=partyAriaLabels;\\n}, {}];\\nwindow.modules[\"645\"] = [function(require,module,exports){\"use strict\";function _arrayLikeToArray(a,e){(null==e||e>a.length)&&(e=a.length);for(var s=0,i=new Array(e);s<e;s++)i[s]=a[s];return i}function _arrayWithoutHoles(a){if(Array.isArray(a))return _arrayLikeToArray(a)}function _iterableToArray(a){if(\"undefined\"!=typeof Symbol&&null!=a[Symbol.iterator]||null!=a[\"@@iterator\"])return Array.from(a)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _toConsumableArray(a){return _arrayWithoutHoles(a)||_iterableToArray(a)||_unsupportedIterableToArray(a)||_nonIterableSpread()}function _unsupportedIterableToArray(a,e){if(a){if(\"string\"==typeof a)return _arrayLikeToArray(a,e);var s=Object.prototype.toString.call(a).slice(8,-1);return\"Object\"===s&&a.constructor&&(s=a.constructor.name),\"Map\"===s||\"Set\"===s?Array.from(s):\"Arguments\"===s||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(s)?_arrayLikeToArray(a,e):void 0}}var states=[\"AK\",\"AL\",\"AR\",\"AZ\",\"CA\",\"CO\",\"CT\",\"DE\",\"FL\",\"GA\",\"HI\",\"IA\",\"ID\",\"IL\",\"IN\",\"KS\",\"KY\",\"LA\",\"MA\",\"MD\",\"ME\",\"MI\",\"MN\",\"MO\",\"MS\",\"MT\",\"NC\",\"ND\",\"NE\",\"NH\",\"NJ\",\"NM\",\"NV\",\"NY\",\"OH\",\"OK\",\"OR\",\"PA\",\"RI\",\"SC\",\"SD\",\"TN\",\"TX\",\"UT\",\"VA\",\"VT\",\"WA\",\"WI\",\"WV\",\"WY\"],territories=[\"GU\",\"MP\",\"VI\",\"PR\",\"AS\"],DC=\"DC\",DA=\"DA\",cities=[\"NYC\"],places=_toConsumableArray(states).concat([DC],_toConsumableArray(territories),[DA],_toConsumableArray(cities)),placesLookupByAbbr={US:{slug:\"national-results\",abbr:\"US\",name:\"National Results\",fipsCode:\"00\"},AL:{slug:\"alabama\",abbr:\"AL\",name:\"Alabama\",fipsCode:\"01\"},AK:{slug:\"alaska\",abbr:\"AK\",name:\"Alaska\",fipsCode:\"02\"},AS:{slug:\"american-samoa\",abbr:\"AS\",name:\"American 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Hampshire\",fipsCode:\"33\",isNewEnglandState:!0},NJ:{slug:\"new-jersey\",abbr:\"NJ\",name:\"New Jersey\",fipsCode:\"34\"},NM:{slug:\"new-mexico\",abbr:\"NM\",name:\"New Mexico\",fipsCode:\"35\"},NY:{slug:\"new-york\",abbr:\"NY\",name:\"New York\",fipsCode:\"36\"},NC:{slug:\"north-carolina\",abbr:\"NC\",name:\"North Carolina\",fipsCode:\"37\"},ND:{slug:\"north-dakota\",abbr:\"ND\",name:\"North Dakota\",fipsCode:\"38\",hasDistrictLevelReporting:!0},MP:{slug:\"northern-mariana-islands\",abbr:\"MP\",name:\"Northern Mariana Islands\",fipsCode:\"69\"},OH:{slug:\"ohio\",abbr:\"OH\",name:\"Ohio\",fipsCode:\"39\"},OK:{slug:\"oklahoma\",abbr:\"OK\",name:\"Oklahoma\",fipsCode:\"40\"},OR:{slug:\"oregon\",abbr:\"OR\",name:\"Oregon\",fipsCode:\"41\"},PA:{slug:\"pennsylvania\",abbr:\"PA\",name:\"Pennsylvania\",fipsCode:\"42\"},PR:{slug:\"puerto-rico\",abbr:\"PR\",name:\"Puerto Rico\",fipsCode:\"72\"},RI:{slug:\"rhode-island\",abbr:\"RI\",name:\"Rhode Island\",fipsCode:\"44\",isNewEnglandState:!0},SC:{slug:\"south-carolina\",abbr:\"SC\",name:\"South Carolina\",fipsCode:\"45\"},SD:{slug:\"south-dakota\",abbr:\"SD\",name:\"South Dakota\",fipsCode:\"46\"},TN:{slug:\"tennessee\",abbr:\"TN\",name:\"Tennessee\",fipsCode:\"47\"},TX:{slug:\"texas\",abbr:\"TX\",name:\"Texas\",fipsCode:\"48\"},UT:{slug:\"utah\",abbr:\"UT\",name:\"Utah\",fipsCode:\"49\"},VT:{slug:\"vermont\",abbr:\"VT\",name:\"Vermont\",fipsCode:\"50\",isNewEnglandState:!0},VI:{slug:\"virgin-islands\",abbr:\"VI\",name:\"Virgin Islands\",fipsCode:\"78\"},VA:{slug:\"virginia\",abbr:\"VA\",name:\"Virginia\",fipsCode:\"51\"},WA:{slug:\"washington\",abbr:\"WA\",name:\"Washington\",fipsCode:\"53\"},WV:{slug:\"west-virginia\",abbr:\"WV\",name:\"West Virginia\",fipsCode:\"54\"},WI:{slug:\"wisconsin\",abbr:\"WI\",name:\"Wisconsin\",fipsCode:\"55\"},WY:{slug:\"wyoming\",abbr:\"WY\",name:\"Wyoming\",fipsCode:\"56\"}},statesOnlyLookupAbbr=states.reduce(function(a,e){return a[e]=placesLookupByAbbr[e],a},{}),statesOptionsForDropdown=Object.keys(statesOnlyLookupAbbr).map(function(a){return{title:statesOnlyLookupAbbr[a].name,id:a}}),placesLookupBySlug={\"national-results\":{slug:\"national-results\",abbr:\"US\",name:\"National Results\",fipsCode:\"00\"},alabama:{slug:\"alabama\",abbr:\"AL\",name:\"Alabama\",fipsCode:\"01\"},alaska:{slug:\"alaska\",abbr:\"AK\",name:\"Alaska\",fipsCode:\"02\"},\"american-samoa\":{slug:\"american-samoa\",abbr:\"AS\",name:\"American Samoa\",fipsCode:\"60\"},arizona:{slug:\"arizona\",abbr:\"AZ\",name:\"Arizona\",fipsCode:\"04\"},arkansas:{slug:\"arkansas\",abbr:\"AR\",name:\"Arkansas\",fipsCode:\"05\"},california:{slug:\"california\",abbr:\"CA\",name:\"California\",fipsCode:\"06\"},colorado:{slug:\"colorado\",abbr:\"CO\",name:\"Colorado\",fipsCode:\"08\"},connecticut:{slug:\"connecticut\",abbr:\"CT\",name:\"Connecticut\",fipsCode:\"09\",isNewEnglandState:!0},delaware:{slug:\"delaware\",abbr:\"DE\",name:\"Delaware\",fipsCode:\"10\"},\"democrats-abroad\":{slug:\"democrats-abroad\",abbr:\"DA\",name:\"Democrats Abroad\",fipsCode:\"91\"},\"district-of-columbia\":{slug:\"district-of-columbia\",abbr:\"DC\",name:\"District of Columbia\",fipsCode:\"11\"},florida:{slug:\"florida\",abbr:\"FL\",name:\"Florida\",fipsCode:\"12\"},georgia:{slug:\"georgia\",abbr:\"GA\",name:\"Georgia\",fipsCode:\"13\"},guam:{slug:\"guam\",abbr:\"GU\",name:\"Guam\",fipsCode:\"66\"},hawaii:{slug:\"hawaii\",abbr:\"HI\",name:\"Hawaii\",fipsCode:\"15\"},idaho:{slug:\"idaho\",abbr:\"ID\",name:\"Idaho\",fipsCode:\"16\"},illinois:{slug:\"illinois\",abbr:\"IL\",name:\"Illinois\",fipsCode:\"17\"},indiana:{slug:\"indiana\",abbr:\"IN\",name:\"Indiana\",fipsCode:\"18\"},iowa:{slug:\"iowa\",abbr:\"IA\",name:\"Iowa\",fipsCode:\"19\",hasPrecinctLevelReporting:!0},kansas:{slug:\"kansas\",abbr:\"KS\",name:\"Kansas\",fipsCode:\"20\"},kentucky:{slug:\"kentucky\",abbr:\"KY\",name:\"Kentucky\",fipsCode:\"21\"},louisiana:{slug:\"louisiana\",abbr:\"LA\",name:\"Louisiana\",fipsCode:\"22\",isParishState:!0},maine:{slug:\"maine\",abbr:\"ME\",name:\"Maine\",fipsCode:\"23\",isNewEnglandState:!0},maryland:{slug:\"maryland\",abbr:\"MD\",name:\"Maryland\",fipsCode:\"24\"},massachusetts:{slug:\"massachusetts\",abbr:\"MA\",name:\"Massachusetts\",fipsCode:\"25\",isNewEnglandState:!0},michigan:{slug:\"michigan\",abbr:\"MI\",name:\"Michigan\",fipsCode:\"26\"},minnesota:{slug:\"minnesota\",abbr:\"MN\",name:\"Minnesota\",fipsCode:\"27\"},mississippi:{slug:\"mississippi\",abbr:\"MS\",name:\"Mississippi\",fipsCode:\"28\"},missouri:{slug:\"missouri\",abbr:\"MO\",name:\"Missouri\",fipsCode:\"29\"},montana:{slug:\"montana\",abbr:\"MT\",name:\"Montana\",fipsCode:\"30\"},nebraska:{slug:\"nebraska\",abbr:\"NE\",name:\"Nebraska\",fipsCode:\"31\"},nevada:{slug:\"nevada\",abbr:\"NV\",name:\"Nevada\",fipsCode:\"32\",hasPrecinctLevelReporting:!0},\"new-hampshire\":{slug:\"new-hampshire\",abbr:\"NH\",name:\"New Hampshire\",fipsCode:\"33\",isNewEnglandState:!0},\"new-jersey\":{slug:\"new-jersey\",abbr:\"NJ\",name:\"New Jersey\",fipsCode:\"34\"},\"new-mexico\":{slug:\"new-mexico\",abbr:\"NM\",name:\"New Mexico\",fipsCode:\"35\"},\"new-york\":{slug:\"new-york\",abbr:\"NY\",name:\"New York\",fipsCode:\"36\"},\"north-carolina\":{slug:\"north-carolina\",abbr:\"NC\",name:\"North Carolina\",fipsCode:\"37\"},\"north-dakota\":{slug:\"north-dakota\",abbr:\"ND\",name:\"North Dakota\",fipsCode:\"38\",hasDistrictLevelReporting:!0},\"northern-mariana-islands\":{slug:\"northern-mariana-islands\",abbr:\"MP\",name:\"Northern Mariana Islands\",fipsCode:\"69\"},ohio:{slug:\"ohio\",abbr:\"OH\",name:\"Ohio\",fipsCode:\"39\"},oklahoma:{slug:\"oklahoma\",abbr:\"OK\",name:\"Oklahoma\",fipsCode:\"40\"},oregon:{slug:\"oregon\",abbr:\"OR\",name:\"Oregon\",fipsCode:\"41\"},pennsylvania:{slug:\"pennsylvania\",abbr:\"PA\",name:\"Pennsylvania\",fipsCode:\"42\"},\"puerto-rico\":{slug:\"puerto-rico\",abbr:\"PR\",name:\"Puerto Rico\",fipsCode:\"72\"},\"rhode-island\":{slug:\"rhode-island\",abbr:\"RI\",name:\"Rhode Island\",fipsCode:\"44\",isNewEnglandState:!0},\"south-carolina\":{slug:\"south-carolina\",abbr:\"SC\",name:\"South Carolina\",fipsCode:\"45\"},\"south-dakota\":{slug:\"south-dakota\",abbr:\"SD\",name:\"South Dakota\",fipsCode:\"46\"},tennessee:{slug:\"tennessee\",abbr:\"TN\",name:\"Tennessee\",fipsCode:\"47\"},texas:{slug:\"texas\",abbr:\"TX\",name:\"Texas\",fipsCode:\"48\"},utah:{slug:\"utah\",abbr:\"UT\",name:\"Utah\",fipsCode:\"49\"},vermont:{slug:\"vermont\",abbr:\"VT\",name:\"Vermont\",fipsCode:\"50\",isNewEnglandState:!0},\"virgin-islands\":{slug:\"virgin-islands\",abbr:\"VI\",name:\"Virgin Islands\",fipsCode:\"78\"},virginia:{slug:\"virginia\",abbr:\"VA\",name:\"Virginia\",fipsCode:\"51\"},washington:{slug:\"washington\",abbr:\"WA\",name:\"Washington\",fipsCode:\"53\"},\"west-virginia\":{slug:\"west-virginia\",abbr:\"WV\",name:\"West Virginia\",fipsCode:\"54\"},wisconsin:{slug:\"wisconsin\",abbr:\"WI\",name:\"Wisconsin\",fipsCode:\"55\"},wyoming:{slug:\"wyoming\",abbr:\"WY\",name:\"Wyoming\",fipsCode:\"56\"}},placesLookupByFips={99:{slug:\"national-results\",abbr:\"US\",name:\"National Results\",fipsCode:\"99\"},\"01\":{slug:\"alabama\",abbr:\"AL\",name:\"Alabama\",fipsCode:\"01\"},\"02\":{slug:\"alaska\",abbr:\"AK\",name:\"Alaska\",fipsCode:\"02\"},60:{slug:\"american-samoa\",abbr:\"AS\",name:\"American Samoa\",fipsCode:\"60\"},\"04\":{slug:\"arizona\",abbr:\"AZ\",name:\"Arizona\",fipsCode:\"04\"},\"05\":{slug:\"arkansas\",abbr:\"AR\",name:\"Arkansas\",fipsCode:\"05\"},\"06\":{slug:\"california\",abbr:\"CA\",name:\"California\",fipsCode:\"06\"},\"08\":{slug:\"colorado\",abbr:\"CO\",name:\"Colorado\",fipsCode:\"08\"},\"09\":{slug:\"connecticut\",abbr:\"CT\",name:\"Connecticut\",fipsCode:\"09\",isNewEnglandState:!0},10:{slug:\"delaware\",abbr:\"DE\",name:\"Delaware\",fipsCode:\"10\"},91:{slug:\"democrats-abroad\",abbr:\"DA\",name:\"Democrats Abroad\",fipsCode:\"91\"},11:{slug:\"district-of-columbia\",abbr:\"DC\",name:\"District of Columbia\",fipsCode:\"11\"},12:{slug:\"florida\",abbr:\"FL\",name:\"Florida\",fipsCode:\"12\"},13:{slug:\"georgia\",abbr:\"GA\",name:\"Georgia\",fipsCode:\"13\"},66:{slug:\"guam\",abbr:\"GU\",name:\"Guam\",fipsCode:\"66\"},15:{slug:\"hawaii\",abbr:\"HI\",name:\"Hawaii\",fipsCode:\"15\"},16:{slug:\"idaho\",abbr:\"ID\",name:\"Idaho\",fipsCode:\"16\"},17:{slug:\"illinois\",abbr:\"IL\",name:\"Illinois\",fipsCode:\"17\"},18:{slug:\"indiana\",abbr:\"IN\",name:\"Indiana\",fipsCode:\"18\"},19:{slug:\"iowa\",abbr:\"IA\",name:\"Iowa\",fipsCode:\"19\",hasPrecinctLevelReporting:!0},20:{slug:\"kansas\",abbr:\"KS\",name:\"Kansas\",fipsCode:\"20\"},21:{slug:\"kentucky\",abbr:\"KY\",name:\"Kentucky\",fipsCode:\"21\"},22:{slug:\"louisiana\",abbr:\"LA\",name:\"Louisiana\",fipsCode:\"22\",isParishState:!0},23:{slug:\"maine\",abbr:\"ME\",name:\"Maine\",fipsCode:\"23\",isNewEnglandState:!0},24:{slug:\"maryland\",abbr:\"MD\",name:\"Maryland\",fipsCode:\"24\"},25:{slug:\"massachusetts\",abbr:\"MA\",name:\"Massachusetts\",fipsCode:\"25\",isNewEnglandState:!0},26:{slug:\"michigan\",abbr:\"MI\",name:\"Michigan\",fipsCode:\"26\"},27:{slug:\"minnesota\",abbr:\"MN\",name:\"Minnesota\",fipsCode:\"27\"},28:{slug:\"mississippi\",abbr:\"MS\",name:\"Mississippi\",fipsCode:\"28\"},29:{slug:\"missouri\",abbr:\"MO\",name:\"Missouri\",fipsCode:\"29\"},30:{slug:\"montana\",abbr:\"MT\",name:\"Montana\",fipsCode:\"30\"},31:{slug:\"nebraska\",abbr:\"NE\",name:\"Nebraska\",fipsCode:\"31\"},32:{slug:\"nevada\",abbr:\"NV\",name:\"Nevada\",fipsCode:\"32\",hasPrecinctLevelReporting:!0},33:{slug:\"new-hampshire\",abbr:\"NH\",name:\"New Hampshire\",fipsCode:\"33\",isNewEnglandState:!0},34:{slug:\"new-jersey\",abbr:\"NJ\",name:\"New Jersey\",fipsCode:\"34\"},35:{slug:\"new-mexico\",abbr:\"NM\",name:\"New Mexico\",fipsCode:\"35\"},36:{slug:\"new-york\",abbr:\"NY\",name:\"New York\",fipsCode:\"36\"},37:{slug:\"north-carolina\",abbr:\"NC\",name:\"North Carolina\",fipsCode:\"37\"},38:{slug:\"north-dakota\",abbr:\"ND\",name:\"North Dakota\",fipsCode:\"38\",hasDistrictLevelReporting:!0},69:{slug:\"northern-mariana-islands\",abbr:\"MP\",name:\"Northern Mariana Islands\",fipsCode:\"69\"},39:{slug:\"ohio\",abbr:\"OH\",name:\"Ohio\",fipsCode:\"39\"},40:{slug:\"oklahoma\",abbr:\"OK\",name:\"Oklahoma\",fipsCode:\"40\"},41:{slug:\"oregon\",abbr:\"OR\",name:\"Oregon\",fipsCode:\"41\"},42:{slug:\"pennsylvania\",abbr:\"PA\",name:\"Pennsylvania\",fipsCode:\"42\"},72:{slug:\"puerto-rico\",abbr:\"PR\",name:\"Puerto Rico\",fipsCode:\"72\"},44:{slug:\"rhode-island\",abbr:\"RI\",name:\"Rhode Island\",fipsCode:\"44\",isNewEnglandState:!0},45:{slug:\"south-carolina\",abbr:\"SC\",name:\"South Carolina\",fipsCode:\"45\"},46:{slug:\"south-dakota\",abbr:\"SD\",name:\"South Dakota\",fipsCode:\"46\"},47:{slug:\"tennessee\",abbr:\"TN\",name:\"Tennessee\",fipsCode:\"47\"},48:{slug:\"texas\",abbr:\"TX\",name:\"Texas\",fipsCode:\"48\"},49:{slug:\"utah\",abbr:\"UT\",name:\"Utah\",fipsCode:\"49\"},50:{slug:\"vermont\",abbr:\"VT\",name:\"Vermont\",fipsCode:\"50\",isNewEnglandState:!0},78:{slug:\"virgin-islands\",abbr:\"VI\",name:\"Virgin Islands\",fipsCode:\"78\"},51:{slug:\"virginia\",abbr:\"VA\",name:\"Virginia\",fipsCode:\"51\"},53:{slug:\"washington\",abbr:\"WA\",name:\"Washington\",fipsCode:\"53\"},54:{slug:\"west-virginia\",abbr:\"WV\",name:\"West Virginia\",fipsCode:\"54\"},55:{slug:\"wisconsin\",abbr:\"WI\",name:\"Wisconsin\",fipsCode:\"55\"},56:{slug:\"wyoming\",abbr:\"WY\",name:\"Wyoming\",fipsCode:\"56\"}};exports.places=places,exports.placesLookupByAbbr=placesLookupByAbbr,exports.placesLookupByFips=placesLookupByFips,exports.placesLookupBySlug=placesLookupBySlug,exports.statesOptionsForDropdown=statesOptionsForDropdown;\\n}, {}];\\nwindow.modules[\"646\"] = [function(require,module,exports){\"use strict\";var RUNOFF_INFORMATIONAL_TEXT=\"Advancing to runoff\",PROJECTED_WINNER_TEXT=\"Projected Winner\",PRESUMPTIVE_NOMINEE_TEXT=\"Presumptive Nominee\";exports.PRESUMPTIVE_NOMINEE_TEXT=PRESUMPTIVE_NOMINEE_TEXT,exports.PROJECTED_WINNER_TEXT=PROJECTED_WINNER_TEXT,exports.RUNOFF_INFORMATIONAL_TEXT=RUNOFF_INFORMATIONAL_TEXT;\\n}, {}];\\nwindow.modules[\"647\"] = [function(require,module,exports){\"use strict\";function _defineProperty(e,t,i){return t in e?Object.defineProperty(e,t,{value:i,enumerable:!0,configurable:!0,writable:!0}):e[t]=i,e}function _objectSpread(e){for(var t=1;t<arguments.length;t++){var i=null!=arguments[t]?arguments[t]:{},l=Object.keys(i);\"function\"==typeof Object.getOwnPropertySymbols&&(l=l.concat(Object.getOwnPropertySymbols(i).filter(function(e){return Object.getOwnPropertyDescriptor(i,e).enumerable}))),l.forEach(function(t){_defineProperty(e,t,i[t])})}return e}var COMPETITIVE_TAGS_CONFIG={leanDem:\"Lean Democratic\",likelyDem:\"Likely Democratic\",tossUp:\"Toss-up\",tiltDem:\"Tilt Democratic\",tiltRep:\"Tilt Republican\",leanRep:\"Lean Republican\",likelyRep:\"Likely Republican\"},SOLID_TAGS_CONFIG={solidDem:\"Solid Democratic\",solidRep:\"Solid Republican\"},ALL_TAGS_DROPDOWN=[{title:\"Toss-up\",id:\"tossUp\"},{title:\"Tilt Republican\",id:\"tiltRep\"},{title:\"Lean Republican\",id:\"leanRep\"},{title:\"Likely Republican\",id:\"likelyRep\"},{title:\"Solid Republican\",id:\"solidRep\"},{title:\"Tilt Democratic\",id:\"tiltDem\"},{title:\"Lean Democratic\",id:\"leanDem\"},{title:\"Likely Democratic\",id:\"likelyDem\"},{title:\"Solid Democratic\",id:\"solidDem\"}],ALL_TAGS_CONFIG=_objectSpread({},COMPETITIVE_TAGS_CONFIG,SOLID_TAGS_CONFIG);exports.ALL_TAGS_CONFIG=ALL_TAGS_CONFIG,exports.ALL_TAGS_DROPDOWN=ALL_TAGS_DROPDOWN,exports.COMPETITIVE_TAGS_CONFIG=COMPETITIVE_TAGS_CONFIG;\\n}, {}];\\nwindow.modules[\"648\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_types_ui_UiTypes=require(650),raceRatingsBopMobile_lib_browser=require(649);function _defineProperty(e,o,t){return o in e?Object.defineProperty(e,o,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[o]=t,e}var _obj,DEFAULT_NO_PARTY_GRAY=\"#C4C4C4\",CAPTION_STRINGS={HG:{upForElectionDem:\"House seats rated in favor of Democrats\",upForElectionRep:\"House seats rated in favor of Republicans\",notYetRatedDem:\"Seats currently held by Democrats, but not yet rated\",notYetRatedRep:\"Seats currently held by Republicans, but not yet rated\"},SG:{notUpForReelectionDem:\"Democratic Senate seats not up for reelection\",notUpForReelectionRep:\"Republican Senate seats not up for reelection\",upForElectionDem:\"Senate seats rated in favor of Democrats\",upForElectionRep:\"Senate seats rated in favor of Republicans\"},GG:{notUpForReelectionDem:\"Democratic gubernatorial seats not up for election\",notUpForReelectionRep:\"Republican gubernatorial seats not up for election\",upForElectionDem:\"Gubernatorial seats rated in favor of Democrats\",upForElectionRep:\"Gubernatorial seats rated in favor of Republicans\"}},TAGS_CONFIG={leanDem:\"Lean Democratic\",likelyDem:\"Likely Democratic\",solidDem:\"Solid Democratic\",tiltDem:\"Tilt Democratic\",tiltRep:\"Tilt Republican\",leanRep:\"Lean Republican\",likelyRep:\"Likely Republican\",solidRep:\"Solid Republican\",leanInd:\"Lean Independent\",likelyInd:\"Likely Independent\",solidInd:\"Solid Independent\",tiltInd:\"Tilt Independent\",tossUp:\"Toss-up\"},COLORS_CONFIG=(_defineProperty(_obj={leanDem:{ratingColor:\"#92D4FC\",fontColor:\"#000000\"},likelyDem:{ratingColor:\"#3B9AFF\",fontColor:\"#000000\"},solidDem:{ratingColor:\"#1A6AFF\",fontColor:\"#000000\"},tiltDem:{ratingColor:\"#C8EAFF\",fontColor:\"#000000\"},tiltRep:{ratingColor:\"#FFCDCB\",fontColor:\"#000000\"},leanRep:{ratingColor:\"#FF9D99\",fontColor:\"#000000\"},likelyRep:{ratingColor:\"#FF6D6D\",fontColor:\"#000000\"},solidRep:{ratingColor:\"#FF4A43\",fontColor:\"#000000\"},leanInd:{ratingColor:\"#B1A8F7\",fontColor:\"#000000\"},likelyInd:{ratingColor:\"#9D74E2\",fontColor:\"#000000\"},solidInd:{ratingColor:\"#853DCC\",fontColor:\"#FFFFFF\"},tiltInd:{ratingColor:\"#D7D2FA\",fontColor:\"#000000\"},notYetRated:{ratingColor:\"#C4C4C4\",fontColor:\"#000000\"},tossUp:{ratingColor:\"#FFC61C\",fontColor:\"#000000\"}},\"\".concat(raceRatingsBopMobile_lib_browser.NOT_UP_FOR_REELECTION,\"Dem\"),{ratingColor:\"#3B9AFF\",fontColor:\"#000000\"}),_defineProperty(_obj,\"\".concat(raceRatingsBopMobile_lib_browser.NOT_UP_FOR_REELECTION,\"Rep\"),{ratingColor:\"#FF6D6D\",fontColor:\"#000000\"}),_defineProperty(_obj,\"\".concat(raceRatingsBopMobile_lib_browser.NOT_UP_FOR_REELECTION,\"Ind\"),{ratingColor:\"#9D74E2\",fontColor:\"#000000\"}),_obj),CAPTION_COLLECTIONS={HG:{notYetRatedRep:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.inactive},notYetRatedDem:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.inactive},upForElectionRep:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.active},upForElectionDem:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.active},tossUp:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.disabled}},SG:{upForElectionRep:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.active},upForElectionDem:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.active},tossUp:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.disabled},notUpForReelectionDem:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.inactive},notUpForReelectionRep:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.inactive}},GG:{upForElectionRep:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.active},upForElectionDem:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.active},tossUp:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.disabled},notUpForReelectionDem:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.inactive},notUpForReelectionRep:{status:_lib_browser_common_types_ui_UiTypes.UiStatus.inactive}}};exports.CAPTION_COLLECTIONS=CAPTION_COLLECTIONS,exports.CAPTION_STRINGS=CAPTION_STRINGS,exports.COLORS_CONFIG=COLORS_CONFIG,exports.DEFAULT_NO_PARTY_GRAY=DEFAULT_NO_PARTY_GRAY,exports.TAGS_CONFIG=TAGS_CONFIG;\\n}, {\"649\":649,\"650\":650}];\\nwindow.modules[\"649\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),raceRatingsBop_lib_browser=require(2287),_lib_browser_common_helpers_cssvars=require(612),_lib_browser_common_constants_raceRatingsConfigs=require(648),_vendor_browser_lodash_lodash=require(570),RaceRatingsGroups=function(e){return e.DEMOCRATIC=\"Democratic\",e.REPUBLICAN=\"Republican\",e.INDEPENDENT=\"Independent\",e.TOSSUP=\"Toss-up\",e.NOT_YET_RATED=\"Not yet rated\",e.TOTAL=\"Total\",e}(RaceRatingsGroups||{}),TILT=\"tilt\",LEAN=\"lean\",LIKELY=\"likely\",SOLID=\"solid\",NOT_UP_FOR_REELECTION=\"notUpForReelection\",TOTAL=\"total\",RACE_RATINGS_MOBILE_ROW_ORDER=[RaceRatingsGroups.REPUBLICAN,RaceRatingsGroups.DEMOCRATIC,RaceRatingsGroups.INDEPENDENT,RaceRatingsGroups.TOSSUP,RaceRatingsGroups.NOT_YET_RATED,RaceRatingsGroups.TOTAL],doRatingsContain=function(e){var n=arguments.length>1&&void 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c=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_element(c,\"BUTTON\",{type:!0,\"aria-controls\":!0,\"aria-expanded\":!0,id:!0,class:!0});var u=_vendor_browser_svelte_internal_index.children(t);o=_vendor_browser_svelte_internal_index.claim_element(u,\"SPAN\",{\"data-accordion-type\":!0,class:!0});var p=_vendor_browser_svelte_internal_index.children(o);_=_vendor_browser_svelte_internal_index.claim_text(p,e[3]),p.forEach(_vendor_browser_svelte_internal_index.detach),i=_vendor_browser_svelte_internal_index.claim_space(u),_vendor_browser_svelte_internal_index.claim_component(s.$$.fragment,u),u.forEach(_vendor_browser_svelte_internal_index.detach),c.forEach(_vendor_browser_svelte_internal_index.detach),l=_vendor_browser_svelte_internal_index.claim_space(d),v&&v.l(d),d.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(o,\"data-accordion-type\",e[5]),_vendor_browser_svelte_internal_index.attr(o,\"class\",\"cnn-pcl-1gfshy2\"),_vendor_browser_svelte_internal_index.attr(t,\"type\",\"button\"),_vendor_browser_svelte_internal_index.attr(t,\"aria-controls\",\"sect1\"),_vendor_browser_svelte_internal_index.attr(t,\"aria-expanded\",e[0]),_vendor_browser_svelte_internal_index.attr(t,\"id\",\"accordion1id\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"cnn-pcl-1gfshy2\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"cnn-pcl-1gfshy2\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"accordion-container cnn-pcl-1gfshy2\")},m:function(u,p){_vendor_browser_svelte_internal_index.insert_hydration(u,n,p),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(r,t),_vendor_browser_svelte_internal_index.append_hydration(t,o),_vendor_browser_svelte_internal_index.append_hydration(o,_),_vendor_browser_svelte_internal_index.append_hydration(t,i),_vendor_browser_svelte_internal_index.mount_component(s,t,null),_vendor_browser_svelte_internal_index.append_hydration(n,l),v&&v.m(n,null),a=!0,d||(c=_vendor_browser_svelte_internal_index.listen(t,\"click\",e[4]),d=!0)},p:function(e,r){var o=_slicedToArray(r,1)[0];(!a||8&o)&&_vendor_browser_svelte_internal_index.set_data(_,e[3]);var i={};1&o&&(i.isOpen=e[0]),2&o&&(i.withIcon=e[1]),4&o&&(i.isBusiness=e[2]),s.$set(i),(!a||1&o)&&_vendor_browser_svelte_internal_index.attr(t,\"aria-expanded\",e[0]),e[0]?v?(v.p(e,o),1&o&&_vendor_browser_svelte_internal_index.transition_in(v,1)):((v=create_if_block(e)).c(),_vendor_browser_svelte_internal_index.transition_in(v,1),v.m(n,null)):v&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(v,1,1,function(){v=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){a||(_vendor_browser_svelte_internal_index.transition_in(s.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(v),a=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(s.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(v),a=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(s),v&&v.d(),d=!1,c()}}}function instance(e,n,r){var t,o=n.$$slots,_=void 0===o?{}:o,i=n.$$scope,s=n.closedText,l=void 0===s?\"Show more\":s,a=n.openText,d=void 0===a?\"Show less\":a,c=n.isOpen,v=void 0!==c&&c,u=n.withIcon,p=void 0!==u&&u,f=n.isBusiness,b=void 0!==f&&f,x=n.extraClickHandler,h=void 0===x?_vendor_browser_lodash_lodash.lodash.noop:x,w=n.mode,y=void 0===w?\"light\":w,m=b?\"business\":p?\"with-icon\":\"no-icon\";return e.$$set=function(e){\"closedText\"in e&&r(6,l=e.closedText),\"openText\"in e&&r(7,d=e.openText),\"isOpen\"in e&&r(0,v=e.isOpen),\"withIcon\"in e&&r(1,p=e.withIcon),\"isBusiness\"in e&&r(2,b=e.isBusiness),\"extraClickHandler\"in e&&r(8,h=e.extraClickHandler),\"mode\"in e&&r(9,y=e.mode),\"$$scope\"in e&&r(10,i=e.$$scope)},e.$$.update=function(){193&e.$$.dirty&&r(3,t=v?d:l)},[v,p,b,t,function(){h(),r(0,v=!v)},m,l,d,h,y,i,_]}var Accordion=function(e){_inherits(r,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper(r);function r(e){var t;return 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0===o?0:o,n=t.duration,a=void 0===n?400:n,r=t.easing,d=void 0===r?_vendor_browser_svelte_easing_index.cubicOut:r,s=getComputedStyle(e),p=+s.opacity,c=parseFloat(s.height),l=parseFloat(s.paddingTop),g=parseFloat(s.paddingBottom),v=parseFloat(s.marginTop),_=parseFloat(s.marginBottom),u=parseFloat(s.borderTopWidth),x=parseFloat(s.borderBottomWidth);return{delay:i,duration:a,easing:d,css:function(e){return\"overflow: hidden;\"+\"opacity: \".concat(Math.min(20*e,1)*p,\";\")+\"height: \".concat(e*c,\"px;\")+\"padding-top: \".concat(e*l,\"px;\")+\"padding-bottom: \".concat(e*g,\"px;\")+\"margin-top: \".concat(e*v,\"px;\")+\"margin-bottom: \".concat(e*_,\"px;\")+\"border-top-width: \".concat(e*u,\"px;\")+\"border-bottom-width: \".concat(e*x,\"px;\")}}}exports.fade=fade,exports.slide=slide;\\n}, {\"548\":548,\"624\":624}];\\nwindow.modules[\"657\"] = [function(require,module,exports){\"use strict\";var 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n,r,t=(e[0]||e[2])&&create_if_block(e);return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,o){t&&t.m(e,o),_vendor_browser_svelte_internal_index.insert_hydration(e,n,o),r=!0},p:function(e,r){var o=_slicedToArray(r,1)[0];e[0]||e[2]?t?(t.p(e,o),5&o&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function instance(e,n,r){var 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TrackedLink=function(e){_inherits(r,_vendor_browser_svelte_internal_index.SvelteComponent);var t=_createSuper(r);function r(e){var n;return _classCallCheck(this,r),n=t.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(n),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{}),n}return r}();exports.TrackedLink=TrackedLink;\\n}, {\"548\":548,\"639\":639}];\\nwindow.modules[\"675\"] = [function(require,module,exports){\"use strict\";var electionTypes={A:\"Green Primary\",B:\"Libertarian Primary\",D:\"Democratic Primary\",E:\"Democratic Caucus\",G:\"General\",N:\"Non-Partisan Primary\",R:\"Republican Primary\",S:\"Republican Caucus\",U:\"Democratic Runoff\",V:\"Republican Runoff\",X:\"Open Primary\",O:\"Non-Partisan Runoff\",W:\"General Runoff\",K:\"Republican Special Primary\",J:\"Democratic Special Primary\",P:\"General Special Election\",Q:\"General Special Runoff\",H:\"Democratic Special Primary Runoff\",I:\"Republican Special 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Court\",U:\"Surrogate\",T:\"Treasurer\",H:\"US House\",ED:\"Education Commissioner\",PL:\"Public Lands Commissioner\",CC:\"Corporation Commissioner\",LC:\"Labor Commissioner\",MI:\"Mine Inspector\"},getRaceType=function(e){if(!e||\"string\"!=typeof e)return\"\";var r=3===e.length?e.substring(0,2):e.substring(0,1),i=e.substring(e.length-1,e.length);return\"\".concat(raceTypes[r.toUpperCase()],\" \").concat(electionTypes[i.toUpperCase()])};exports.getRaceType=getRaceType;\\n}, {}];\\nwindow.modules[\"676\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_helpers_analytics_trackMetrics=require(677);function _defineProperty(e,t,r){return t in e?Object.defineProperty(e,t,{value:r,enumerable:!0,configurable:!0,writable:!0}):e[t]=r,e}function _objectSpread(e){for(var t=1;t<arguments.length;t++){var r=null!=arguments[t]?arguments[t]:{},a=Object.keys(r);\"function\"==typeof Object.getOwnPropertySymbols&&(a=a.concat(Object.getOwnPropertySymbols(r).filter(function(e){return Object.getOwnPropertyDescriptor(r,e).enumerable}))),a.forEach(function(t){_defineProperty(e,t,r[t])})}return e}var defaultMapPayloadObject={county:null,filter:\"\",map_level:\"national\",race_type:\"\",national_map:\"\",section:void 0,state:null,overlay_type:void 0,show_by:void 0,action:\"\"},sendTrackMetricsBeacon=function(){var e={type:\"election-click\",data:arguments.length>0&&void 0!==arguments[0]?arguments[0]:{}};_lib_browser_common_helpers_analytics_trackMetrics.trackMetrics(_objectSpread({},e))};exports.defaultMapPayloadObject=defaultMapPayloadObject,exports.sendTrackMetricsBeacon=sendTrackMetricsBeacon;\\n}, {\"677\":677}];\\nwindow.modules[\"677\"] = [function(require,module,exports){\"use strict\";function trackMetrics(r){if(\"undefined\"!=typeof window)if(window.trackMetrics)if(r)try{window.trackMetrics(r)}catch(r){console.error(\"[trackMetrics()] failed to send beacon due to 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s=(e||\"\").split(\"-\").map(function(e){return e&&\"*\"!==e?e:\"unknown\"}),t=_lib_browser_common_helpers_analytics_types.initialAnalyticsContext;if(5===s.length){t.year=s[0].substring(0,4),t.race=\"unknown\"!==s[1]?_lib_browser_common_helpers_analytics_raceTypes_js.getRaceType(s[1]):s[1],t.place=s[2],t.component_type=s[4];var c=s[3];\"unknown\"!==c&&(t.jurisdiction=c)}return t.canonical_url=n.canonicalUrl||\"\",t.cms_id=n.cmsId||\"\",t.source_id=n.sourceId||\"\",t.raw_url=r,t}exports.createAnalyticsContext=createAnalyticsContext;\\n}, {\"675\":675,\"678\":678}];\\nwindow.modules[\"680\"] = [function(require,module,exports){\"use strict\";var _lib_browser_themes_elections_constants=require(681),_lib_browser_common_constants_painting=require(643);function _defineProperty(e,t,_){return t in e?Object.defineProperty(e,t,{value:_,enumerable:!0,configurable:!0,writable:!0}):e[t]=_,e}var _obj,AHEAD=_lib_browser_common_constants_painting.PaintModes.AHEAD,AHEAD_SINGLE_BUCKET=_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET,PROJECTION=_lib_browser_common_constants_painting.PaintModes.PROJECTION,PROJECTION_WITH_LEAD=_lib_browser_common_constants_painting.PaintModes.PROJECTION_WITH_LEAD,TIE=_lib_browser_themes_elections_constants.metaFields.TIE,NO_VOTES=_lib_browser_themes_elections_constants.metaFields.NO_VOTES,NO_RACE=_lib_browser_themes_elections_constants.metaFields.NO_RACE,RUNOFF=_lib_browser_themes_elections_constants.metaFields.RUNOFF,WHITE=_lib_browser_themes_elections_constants.metaFields.WHITE,BORDER=_lib_browser_themes_elections_constants.metaFields.BORDER,DARK_BORDER=_lib_browser_themes_elections_constants.metaFields.DARK_BORDER,TOO_CLOSSE=_lib_browser_themes_elections_constants.metaFields.TOO_CLOSSE,VOTES_RECIEVED=_lib_browser_themes_elections_constants.metaFields.VOTES_RECIEVED,TIE_GENERAL=_lib_browser_themes_elections_constants.metaFields.TIE_GENERAL,NO_RESULTS_EVER=_lib_browser_themes_elections_constants.metaFields.NO_RESULTS_EVER,KEYRACE=_lib_browser_themes_elections_constants.metaFields.KEYRACE,blankMapColors={defaults:{topic:\"generals\",palette:PROJECTION,shade:\"win\"},topics:{generals:{TRD:{palettes:[{type:PROJECTION,shades:[{value:\"white\",type:\"win\"},{value:\"white\",type:\"flip\"}],defaultPalette:\"TRD\"},{type:PROJECTION_WITH_LEAD,shades:[{value:\"white\",type:\"win\"},{value:\"white\",type:\"flip\"},{value:\"white\",type:\"lead\"}],defaultPalette:\"TRD\"},{type:AHEAD,shades:[{value:\"white\",desc:\"0-5%\",type:\"0-5\"},{value:\"white\",desc:\"5-10%\",type:\"5-10\"},{value:\"white\",desc:\"10%+\",type:\"10+\"}],defaultPalette:\"TRD\"},{type:AHEAD_SINGLE_BUCKET,shades:[{value:\"white\",desc:\"0%+\",type:\"0+\"}],defaultPalette:\"TRD\"}]}}},meta:(_obj={},_defineProperty(_obj,TIE,\"white\"),_defineProperty(_obj,NO_VOTES,\"white\"),_defineProperty(_obj,NO_RACE,\"white\"),_defineProperty(_obj,RUNOFF,\"white\"),_defineProperty(_obj,WHITE,\"white\"),_defineProperty(_obj,BORDER,\"grey\"),_defineProperty(_obj,DARK_BORDER,\"white\"),_defineProperty(_obj,TOO_CLOSSE,\"white\"),_defineProperty(_obj,VOTES_RECIEVED,\"white\"),_defineProperty(_obj,TIE_GENERAL,\"white\"),_defineProperty(_obj,NO_RESULTS_EVER,\"white\"),_defineProperty(_obj,KEYRACE,\"white\"),_obj),isBlankMap:!0};exports.blankMapColors=blankMapColors;\\n}, {\"643\":643,\"681\":681}];\\nwindow.modules[\"681\"] = [function(require,module,exports){\"use strict\";var metaFields=function(e){return e.TIE=\"tie\",e.NO_VOTES=\"noVotes\",e.NO_RACE=\"noRace\",e.RUNOFF=\"runoff\",e.WHITE=\"white\",e.BORDER=\"border\",e.DARK_BORDER=\"darkBorder\",e.TOO_CLOSSE=\"tooClose\",e.VOTES_RECIEVED=\"votesReceived\",e.TIE_GENERAL=\"tie-general\",e.NO_RESULTS_EVER=\"no-results-ever\",e.KEYRACE=\"keyrace\",e}(metaFields||{});exports.metaFields=metaFields;\\n}, {}];\\nwindow.modules[\"682\"] = [function(require,module,exports){\"use strict\";var _lib_browser_themes_elections_partyColors=require(683),colors={partyColors:{rep:\"#ff4a43\",republicans:\"#ff4a43\",r:\"#ff4a43\",dem:\"#1a6aff\",democrats:\"#1a6aff\",d:\"#1a6aff\",yes:\"#077a63\",ys:\"#077a63\",no:\"#522349\",grn:\"#38BA79\",gr:\"#38BA79\",g:\"#38BA79\",lib:\"#FFC61C\",lb:\"#FFC61C\",l:\"#FFC61C\",trd:\"#853DCC\",other:\"#853DCC\",approve:\"#077a63\",disapprove:\"#522349\",demnotupforelection:\"#083EA1\",demheld:\"#1a6aff\",demflippedseats:\"#1a6aff\",repnotupforelection:\"#CA2516\",repheld:\"#FF4A43\",repflippedseats:\"#FF4A43\",grnnotupforelection:\"#249742\",grnheld:\"#38ba79\",grnflippedseats:\"#38ba79\",libnotupforelection:\"##f2e268\",libheld:\"#FFC61C\",libflippedseats:\"#FFC61C\",indnotupforelection:\"#db68f2\",indheld:\"#853DCC\",indflippedseats:\"#853DCC\",notyetcalled:\"#D3D3D3\",notyetcalledleft:\"#D3D3D3\",notyetcalledright:\"#D3D3D3\",undecided:\"#b1b1b1\",unsure:\"#b1b1b1\",default:\"#b1b1b1\"},auxiliaryColors:{delegateDroppedOut:\"#6e6e6e\"},externalConfigStatus:_lib_browser_themes_elections_partyColors.defaultExternalConfigStatus};exports.colors=colors;\\n}, {\"683\":683}];\\nwindow.modules[\"683\"] = [function(require,module,exports){\"use strict\";var defaultExternalConfigStatus={hasReceivedExternalConfig:!1,suppressColorsUntilConfig:!1,suppressFeaturesUntilConfig:!1,noRenderColor:\"#ffffff\"};exports.defaultExternalConfigStatus=defaultExternalConfigStatus;\\n}, {}];\\nwindow.modules[\"684\"] = [function(require,module,exports){\"use strict\";function _arrayLikeToArray(r,t){(null==t||t>r.length)&&(t=r.length);for(var e=0,n=new Array(t);e<t;e++)n[e]=r[e];return n}function _arrayWithHoles(r){if(Array.isArray(r))return r}function _iterableToArrayLimit(r,t){var e=null==r?null:\"undefined\"!=typeof Symbol&&r[Symbol.iterator]||r[\"@@iterator\"];if(null!=e){var n,a,o=[],i=!0,l=!1;try{for(e=e.call(r);!(i=(n=e.next()).done)&&(o.push(n.value),!t||o.length!==t);i=!0);}catch(r){l=!0,a=r}finally{try{i||null==e.return||e.return()}finally{if(l)throw a}}return o}}function _nonIterableRest(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _slicedToArray(r,t){return _arrayWithHoles(r)||_iterableToArrayLimit(r,t)||_unsupportedIterableToArray(r,t)||_nonIterableRest()}function _unsupportedIterableToArray(r,t){if(r){if(\"string\"==typeof r)return _arrayLikeToArray(r,t);var e=Object.prototype.toString.call(r).slice(8,-1);return\"Object\"===e&&r.constructor&&(e=r.constructor.name),\"Map\"===e||\"Set\"===e?Array.from(e):\"Arguments\"===e||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(e)?_arrayLikeToArray(r,t):void 0}}function isVariation(r,t){var e=!1;if(r===t)e=!0;else if(r&&-1!=r.indexOf(\"_\")){var n=_slicedToArray(r.split(\"_\"),2);n[0],e=n[1]===t}return e}exports.isVariation=isVariation;\\n}, {}];\\nwindow.modules[\"685\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_lodash_get=require(569),_vendor_browser_svelte_store_index=require(577),_lib_browser_common_constants_contextKeys=require(639),_lib_browser_common_helpers_analytics_utils=require(679),_lib_browser_common_helpers_getElectionEvent=require(686),_lib_browser_common_clients_MyElection_singleton=require(575),_lib_browser_common_helpers_analytics_types=require(678),DEFAULT_COMPONENT_KEY=\"unknown\";function createComponentContext(e){var _=arguments.length>1&&void 0!==arguments[1]?arguments[1]:_lib_browser_common_helpers_analytics_types.initialCNNModel,o=arguments.length>2&&void 0!==arguments[2]?arguments[2]:\"\",n=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{env:\"production\",myElectionEnabled:!1,logInUrl:\"\",signUpUrl:\"\"},t=arguments.length>4?arguments[4]:void 0;(\"object\"!=typeof n||Array.isArray(n))&&(n={env:\"production\",myElectionEnabled:!1,logInUrl:\"\",signUpUrl:\"\"});var r,s=_vendor_browser_svelte_store_index.readable({componentKey:e||DEFAULT_COMPONENT_KEY});if(_vendor_browser_lodash_get.get_1(n,\"myElectionEnabled\",!1)&&e){var i=n.electionEvent||_lib_browser_common_helpers_getElectionEvent.getElectionEvent(e);if(n.env&&i){n.electionEvent=i;var l=_lib_browser_common_clients_MyElection_singleton.getMyElectionClient(n);l.isAuthenticated()&&l.init([i]),r=_vendor_browser_svelte_store_index.readable({client:l})}}var c=_vendor_browser_svelte_store_index.writable(0),b=_vendor_browser_svelte_store_index.derived(s,function(e){var n=e.componentKey;return _lib_browser_common_helpers_analytics_utils.createAnalyticsContext(n,_||_lib_browser_common_helpers_analytics_types.initialCNNModel,o)}),a=_vendor_browser_svelte_store_index.writable({}),E=_vendor_browser_svelte_store_index.writable({}),m=_vendor_browser_svelte_store_index.readable(t),v=_vendor_browser_svelte_store_index.writable(0);return new Map([[_lib_browser_common_constants_contextKeys.IDENTITY_CONTEXT_KEY,s],[_lib_browser_common_constants_contextKeys.NEXT_UPDATE_CONTEXT_KEY,c],[_lib_browser_common_constants_contextKeys.ANALYTICS_CONTEXT_KEY,b],[_lib_browser_common_constants_contextKeys.FEATURE_FLAGS_CONTEXT_KEY,a],[_lib_browser_common_constants_contextKeys.COLOR_OVERRIDES_CONTEXT_KEY,E],[_lib_browser_common_constants_contextKeys.EXTERNAL_CONFIG_LAST_UPDATED,v],[_lib_browser_common_constants_contextKeys.SUPPRESS_OPERATORS_KEY,m],[_lib_browser_common_constants_contextKeys.MY_ELECTION_CLIENT_KEY,r]])}exports.createComponentContext=createComponentContext;\\n}, {\"569\":569,\"575\":575,\"577\":577,\"639\":639,\"678\":678,\"679\":679,\"686\":686}];\\nwindow.modules[\"686\"] = [function(require,module,exports){\"use strict\";function _arrayLikeToArray(r,t){(null==t||t>r.length)&&(t=r.length);for(var e=0,n=new Array(t);e<t;e++)n[e]=r[e];return n}function _arrayWithHoles(r){if(Array.isArray(r))return r}function _iterableToArrayLimit(r,t){var e=null==r?null:\"undefined\"!=typeof Symbol&&r[Symbol.iterator]||r[\"@@iterator\"];if(null!=e){var n,o,a=[],i=!0,l=!1;try{for(e=e.call(r);!(i=(n=e.next()).done)&&(a.push(n.value),!t||a.length!==t);i=!0);}catch(r){l=!0,o=r}finally{try{i||null==e.return||e.return()}finally{if(l)throw o}}return a}}function _nonIterableRest(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _slicedToArray(r,t){return _arrayWithHoles(r)||_iterableToArrayLimit(r,t)||_unsupportedIterableToArray(r,t)||_nonIterableRest()}function _unsupportedIterableToArray(r,t){if(r){if(\"string\"==typeof r)return _arrayLikeToArray(r,t);var e=Object.prototype.toString.call(r).slice(8,-1);return\"Object\"===e&&r.constructor&&(e=r.constructor.name),\"Map\"===e||\"Set\"===e?Array.from(e):\"Arguments\"===e||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(e)?_arrayLikeToArray(r,t):void 0}}function getElectionEvent(r){if(\"string\"==typeof r)return _slicedToArray(r.split(\"-\"),1)[0]}exports.getElectionEvent=getElectionEvent;\\n}, {}];\\nwindow.modules[\"688\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_constants_places=require(645),_lib_browser_common_helpers_eckeys_constants=require(690),_lib_browser_common_helpers_eckeys_parse=require(691);function _instanceof(e,s){return null!=s&&\"undefined\"!=typeof Symbol&&s[Symbol.hasInstance]?!!s[Symbol.hasInstance](e):e instanceof s}function sortKeysByPlaceName(e,s){var r,o,n=(null===(r=_lib_browser_common_constants_places.placesLookupByAbbr[e])||void 0===r?void 0:r.name)||\"\",t=(null===(o=_lib_browser_common_constants_places.placesLookupByAbbr[s])||void 0===o?void 0:o.name)||\"\";return n.localeCompare(t)}function sortByRaceType(e,s){return _lib_browser_common_helpers_eckeys_constants.RaceTypeOrder.findIndex(function(s){return _instanceof(s,RegExp)?s.test(e):s===e})-_lib_browser_common_helpers_eckeys_constants.RaceTypeOrder.findIndex(function(e){return _instanceof(e,RegExp)?e.test(s):e===s})}function sortByElectionType(e,s){return _lib_browser_common_helpers_eckeys_constants.ElectionTypeOrder.findIndex(function(s){return _instanceof(s,RegExp)?s.test(e):s===e})-_lib_browser_common_helpers_eckeys_constants.ElectionTypeOrder.findIndex(function(e){return _instanceof(e,RegExp)?e.test(s):e===s})}function sortECKeys(e,s){var r=_lib_browser_common_helpers_eckeys_parse.parseECKey(e),o=_lib_browser_common_helpers_eckeys_parse.parseECKey(s),n=_lib_browser_common_helpers_eckeys_parse.parseRaceTypeFromContestType(r.contestType),t=_lib_browser_common_helpers_eckeys_parse.parseRaceTypeFromContestType(o.contestType),_=_lib_browser_common_helpers_eckeys_parse.getCommonRaceType(n),c=_lib_browser_common_helpers_eckeys_parse.getCommonRaceType(t),p=_lib_browser_common_helpers_eckeys_parse.parseElectionTypeFromContestType(r.contestType),a=_lib_browser_common_helpers_eckeys_parse.parseElectionTypeFromContestType(o.contestType);return 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RegExp(\".*\")];exports.ElectionTypeOrder=ElectionTypeOrder,exports.RaceTypeOrder=RaceTypeOrder,exports.RaceTypePatterns=RaceTypePatterns;\\n}, {}];\\nwindow.modules[\"691\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_helpers_eckeys_constants=require(690);function _arrayLikeToArray(e,r){(null==r||r>e.length)&&(r=e.length);for(var t=0,n=new Array(r);t<r;t++)n[t]=e[t];return n}function _arrayWithHoles(e){if(Array.isArray(e))return e}function _iterableToArrayLimit(e,r){var t=null==e?null:\"undefined\"!=typeof Symbol&&e[Symbol.iterator]||e[\"@@iterator\"];if(null!=t){var n,o,a=[],s=!0,i=!1;try{for(t=t.call(e);!(s=(n=t.next()).done)&&(a.push(n.value),!r||a.length!==r);s=!0);}catch(e){i=!0,o=e}finally{try{s||null==t.return||t.return()}finally{if(i)throw o}}return a}}function _nonIterableRest(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _slicedToArray(e,r){return _arrayWithHoles(e)||_iterableToArrayLimit(e,r)||_unsupportedIterableToArray(e,r)||_nonIterableRest()}function _unsupportedIterableToArray(e,r){if(e){if(\"string\"==typeof e)return _arrayLikeToArray(e,r);var t=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===t&&e.constructor&&(t=e.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray(e,r):void 0}}function parseECKey(e){var r=_slicedToArray(e.split(\"-\"),4);return{year:r[0],contestType:r[1],place:r[2],jurisdiction:r[3]}}function parseRaceTypeFromContestType(e){if(e)return e.startsWith(\"I\")?\"I\":e.length>2?e.substring(0,2):e[0]}function parseElectionTypeFromContestType(e){return e.slice(-1)}function getCommonRaceType(e){var r=!0,t=!1,n=void 0;try{for(var o,a=Object.entries(_lib_browser_common_helpers_eckeys_constants.RaceTypePatterns)[Symbol.iterator]();!(r=(o=a.next()).done);r=!0){var s=_slicedToArray(o.value,2),i=s[0];if(s[1].test(e))return i}}catch(e){t=!0,n=e}finally{try{r||null==a.return||a.return()}finally{if(t)throw n}}return parseRaceTypeFromContestType(e)}exports.getCommonRaceType=getCommonRaceType,exports.parseECKey=parseECKey,exports.parseElectionTypeFromContestType=parseElectionTypeFromContestType,exports.parseRaceTypeFromContestType=parseRaceTypeFromContestType;\\n}, {\"690\":690}];\\nwindow.modules[\"692\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_constants_editorialElectionModes=require(640);function editorialModeSelector(o){var e=_lib_browser_common_constants_editorialElectionModes.DEFAULT_EDITORIAL_MODE;return 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n,r,t=e[0].candidates[e[25]]&&create_if_block_2$1(get_if_ctx(e));return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){t&&t.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),r=!0},p:function(e,r){e[0].candidates[e[25]]?t?(t.p(get_if_ctx(e),r),1&r&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block_2$1(get_if_ctx(e))).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_if_block_1$2(e){var n,r,t,_,o;return _=new _lib_browser_common_coreUi_accordion_Accordion_svelte.Accordion({props:{withIcon:!0,extraClickHandler:e[2],closedText:closedText,openText:openText}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"tr\"),r=_vendor_browser_svelte_internal_index.element(\"td\"),t=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TR\",{class:!0,\"data-testid\":!0});var o=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(o,\"TD\",{colspan:!0,class:!0});var i=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_element(i,\"DIV\",{\"data-testid\":!0,class:!0});var l=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,l),l.forEach(_vendor_browser_svelte_internal_index.detach),i.forEach(_vendor_browser_svelte_internal_index.detach),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"data-testid\",\"accordion\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"cnn-pcl-xtr4hv\"),_vendor_browser_svelte_internal_index.attr(r,\"colspan\",\"3\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"accordion-container cnn-pcl-xtr4hv\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"accordion-row-2KcLFL 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_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[14],$$slots:{default:[create_default_slot$3]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"tfoot\"),r=_vendor_browser_svelte_internal_index.element(\"tr\"),t=_vendor_browser_svelte_internal_index.element(\"td\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TFOOT\",{class:!0});var o=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(o,\"TR\",{class:!0});var i=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_element(i,\"TD\",{colspan:!0,class:!0});var l=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,l),l.forEach(_vendor_browser_svelte_internal_index.detach),i.forEach(_vendor_browser_svelte_internal_index.detach),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"colspan\",\"3\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"icon-informational-32GQ2W cnn-pcl-xtr4hv\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"cnn-pcl-xtr4hv\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"cnn-pcl-xtr4hv\")},m:function(e,i){_vendor_browser_svelte_internal_index.insert_hydration(e,n,i),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(r,t),_vendor_browser_svelte_internal_index.mount_component(_,t,null),o=!0},p:function(e,n){var 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create_if_block_2(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[8],from:e[2],$$slots:{default:[create_default_slot_3]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};4&r&&(t.from=e[2]),4224&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_3(e){var 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cnn-pcl-13at84h\")},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(r,t)},p:function(e,n){128&n&&_vendor_browser_svelte_internal_index.set_data(t,e[7])},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_default_slot_2(e){var n,r,t;return r=new nextUpdateTimer_lib_browser.NextUpdateTimer({}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{class:!0});var t=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,t),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"next-update-3RWuW_ cnn-pcl-13at84h\")},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.mount_component(r,n,null),t=!0},p:_vendor_browser_svelte_internal_index.noop,i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(r.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r.$$.fragment,e),t=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(r)}}}function create_default_slot_1(e){var n,r,t,_,o,i=e[0].lastUpdated&&create_if_block_2(e);return _=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[9],from:e[2],$$slots:{default:[create_default_slot_2]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),i&&i.c(),r=_vendor_browser_svelte_internal_index.space(),t=_vendor_browser_svelte_internal_index.element(\"p\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var o=_vendor_browser_svelte_internal_index.children(n);i&&i.l(o),r=_vendor_browser_svelte_internal_index.claim_space(o),t=_vendor_browser_svelte_internal_index.claim_element(o,\"P\",{class:!0});var l=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,l),l.forEach(_vendor_browser_svelte_internal_index.detach),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"cnn-pcl-13at84h\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"footer-info-cDvY3f cnn-pcl-13at84h\")},m:function(e,l){_vendor_browser_svelte_internal_index.insert_hydration(e,n,l),i&&i.m(n,null),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(n,t),_vendor_browser_svelte_internal_index.mount_component(_,t,null),o=!0},p:function(e,t){e[0].lastUpdated?i?(i.p(e,t),1&t&&_vendor_browser_svelte_internal_index.transition_in(i,1)):((i=create_if_block_2(e)).c(),_vendor_browser_svelte_internal_index.transition_in(i,1),i.m(n,r)):i&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(i,1,1,function(){i=null}),_vendor_browser_svelte_internal_index.check_outros());var o={};4&t&&(o.from=e[2]),4096&t&&(o.$$scope={dirty:t,ctx:e}),_.$set(o)},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(i),_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(i),_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),o=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),i&&i.d(),_vendor_browser_svelte_internal_index.destroy_component(_)}}}function create_if_block_1$1(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[10],$$slots:{default:[create_default_slot$2]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};4152&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot$2(e){var n,r,t;return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"a\"),r=_vendor_browser_svelte_internal_index.text(e[4]),this.h()},l:function(t){n=_vendor_browser_svelte_internal_index.claim_element(t,\"A\",{href:!0,\"data-testid\":!0,alt:!0,class:!0});var _=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,e[4]),_.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"href\",e[3]),_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"footerlink\"),_vendor_browser_svelte_internal_index.attr(n,\"alt\",t=e[5]+\" Race Details\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"cnn-pcl-13at84h\")},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),_vendor_browser_svelte_internal_index.append_hydration(n,r)},p:function(e,_){16&_&&_vendor_browser_svelte_internal_index.set_data(r,e[4]),8&_&&_vendor_browser_svelte_internal_index.attr(n,\"href\",e[3]),32&_&&t!==(t=e[5]+\" Race Details\")&&_vendor_browser_svelte_internal_index.attr(n,\"alt\",t)},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_fragment$2(e){var n,r,t=e[6]!==_lib_browser_common_constants_editorialElectionModes.EditorialMode.Before&&create_if_block$1(e);return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){t&&t.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),r=!0},p:function(e,r){var _=_slicedToArray$2(r,1)[0];e[6]!==_lib_browser_common_constants_editorialElectionModes.EditorialMode.Before?t?(t.p(e,_),64&_&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block$1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function instance$2(e,n,r){var t,_=n.result,o=void 0===_?null:_,i=n.variations,l=void 0===i?[]:i,a=n.from,s=void 0===a?\"\":a,d=n.footerLinkHref,c=void 0===d?\"\":d,v=n.footerLinkText,u=void 0===v?\"\":v,f=n.altText,b=void 0===f?\"\":f,p=n.mode,x=void 0===p?_lib_browser_common_constants_editorialElectionModes.DEFAULT_EDITORIAL_MODE:p,w=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.LAST_UPDATED_TIMESTAMP,h=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.NEXT_UPDATE_TIMER,m=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.DELEGATE_TRACKER_FOOTER_LINK,g=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.DELEGATE_TRACKER_FOOTER;return e.$$set=function(e){\"result\"in e&&r(0,o=e.result),\"variations\"in e&&r(1,l=e.variations),\"from\"in e&&r(2,s=e.from),\"footerLinkHref\"in e&&r(3,c=e.footerLinkHref),\"footerLinkText\"in e&&r(4,u=e.footerLinkText),\"altText\"in e&&r(5,b=e.altText),\"mode\"in e&&r(6,x=e.mode)},e.$$.update=function(){1&e.$$.dirty&&r(7,t=\"Updated \".concat(_lib_browser_common_helpers_timezone.format(null==o?void 0:o.lastUpdated)))},[o,l,s,c,u,b,x,t,w,h,m,g]}var DelegateTrackerFooter=function(e){_inherits$2(r,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper$2(r);function r(e){var t;return _classCallCheck$2(this,r),t=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized$2(t),e,instance$2,create_fragment$2,_vendor_browser_svelte_internal_index.safe_not_equal,{result:0,variations:1,from:2,footerLinkHref:3,footerLinkText:4,altText:5,mode:6},add_css$1),t}return r}();function _arrayLikeToArray$2(e,n){(null==n||n>e.length)&&(n=e.length);for(var r=0,t=new Array(n);r<n;r++)t[r]=e[r];return t}function _arrayWithoutHoles(e){if(Array.isArray(e))return _arrayLikeToArray$2(e)}function _iterableToArray(e){if(\"undefined\"!=typeof Symbol&&null!=e[Symbol.iterator]||null!=e[\"@@iterator\"])return Array.from(e)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _toConsumableArray(e){return _arrayWithoutHoles(e)||_iterableToArray(e)||_unsupportedIterableToArray$2(e)||_nonIterableSpread()}function _unsupportedIterableToArray$2(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$2(e,n);var r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray$2(e,n):void 0}}function sortDelegateCandidates(e){var n=(null==e?void 0:e.candidates)||[];if(!Array.isArray(n)||0===n.length)return[];var r=n.filter(function(e){return!e.dropOutDate}),t=n.filter(function(e){return e.dropOutDate}),_=_vendor_browser_lodash_lodash.lodash.orderBy(r,[\"totalDelegates\"],[\"desc\"]),o=_vendor_browser_lodash_lodash.lodash.orderBy(t,[\"totalDelegates\",\"lastName\",\"firstName\"],[\"desc\",\"asc\",\"asc\"]);return _toConsumableArray(_).concat(_toConsumableArray(o))}function makeDelegateTrackerColorCandidate(e){var n=null==e?void 0:e.winner,r=null==e?void 0:e.candidates;if(n&&Array.isArray(r)){var t,_=e.candidates.find(function(e){return n===e.candidateId});return{party:null==e?void 0:null===(t=e.party)||void 0===t?void 0:t.partyId,id:null==_?void 0:_.candidateId}}return{}}function _arrayLikeToArray$1(e,n){(null==n||n>e.length)&&(n=e.length);for(var r=0,t=new Array(n);r<n;r++)t[r]=e[r];return t}function _arrayWithHoles$1(e){if(Array.isArray(e))return e}function _assertThisInitialized$1(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck$1(e,n){if(!(e instanceof n))throw new TypeError(\"Cannot call a class as a function\")}function _getPrototypeOf$1(e){return(_getPrototypeOf$1=Object.setPrototypeOf?Object.getPrototypeOf:function(e){return e.__proto__||Object.getPrototypeOf(e)})(e)}function _inherits$1(e,n){if(\"function\"!=typeof n&&null!==n)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(n&&n.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),n&&_setPrototypeOf$1(e,n)}function _iterableToArrayLimit$1(e,n){var r=null==e?null:\"undefined\"!=typeof Symbol&&e[Symbol.iterator]||e[\"@@iterator\"];if(null!=r){var t,_,o=[],i=!0,l=!1;try{for(r=r.call(e);!(i=(t=r.next()).done)&&(o.push(t.value),!n||o.length!==n);i=!0);}catch(e){l=!0,_=e}finally{try{i||null==r.return||r.return()}finally{if(l)throw _}}return o}}function _nonIterableRest$1(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _possibleConstructorReturn$1(e,n){return!n||\"object\"!==_typeof$1(n)&&\"function\"!=typeof n?_assertThisInitialized$1(e):n}function _setPrototypeOf$1(e,n){return(_setPrototypeOf$1=Object.setPrototypeOf||function(e,n){return e.__proto__=n,e})(e,n)}function _slicedToArray$1(e,n){return _arrayWithHoles$1(e)||_iterableToArrayLimit$1(e,n)||_unsupportedIterableToArray$1(e,n)||_nonIterableRest$1()}var _typeof$1=function(e){return e&&\"undefined\"!=typeof Symbol&&e.constructor===Symbol?\"symbol\":typeof e};function _unsupportedIterableToArray$1(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$1(e,n);var r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray$1(e,n):void 0}}function _isNativeReflectConstruct$1(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],function(){})),!0}catch(e){return!1}}function _createSuper$1(e){var n=_isNativeReflectConstruct$1();return function(){var r,t=_getPrototypeOf$1(e);if(n){var _=_getPrototypeOf$1(this).constructor;r=Reflect.construct(t,arguments,_)}else r=t.apply(this,arguments);return _possibleConstructorReturn$1(this,r)}}function add_css(e){_vendor_browser_svelte_internal_index.append_styles(e,\"cnn-pcl-fm1ncy\",\\'article.cnn-pcl-fm1ncy{border:1px solid #e6e6e6;border-radius:4px;position:relative;display:grid;background:#fff;grid-template-areas:\"header header\" \"results results\" \"footer footer\";margin:0 0 24px 0}article.called-1bIiML.cnn-pcl-fm1ncy::before{content:\"\";height:8px;width:calc(100% + 2px);margin-left:-1px;margin-top:-1px;border-top-left-radius:4px;border-top-right-radius:4px;position:absolute;top:0;left:0;background:var(--winnerPartyColor)}\\')}function get_context(e){var n=e[20](e[27][e[18]]);e[28]=n}function create_if_block(e){var n,r;return n=new _lib_sdk_browser__externalConfig_ContextProvider_svelte.ContextProvider({props:{features:[e[17],e[18]],configurables:[e[16]],root:{candidates:e[19]},$$slots:{default:[create_default_slot$1,function(e){return{26:e.configContext,27:e.featureFlagContext}},function(e){return(e.configContext?67108864:0)|(e.featureFlagContext?134217728:0)}]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};738230271&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_if_block_1(e){var n,r;return n=new DelegateTrackerFooter({props:{result:e[0],footerLinkHref:e[6],footerLinkText:e[7],altText:e[8],mode:e[28]}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};1&r&&(t.result=e[0]),64&r&&(t.footerLinkHref=e[6]),128&r&&(t.footerLinkText=e[7]),256&r&&(t.altText=e[8]),134217728&r&&(t.mode=e[28]),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot$1(e){var n,r,t,_,o,i,l,a;get_context(e),r=new DelegateTrackerHeader({props:{result:e[0],title:e[14],subtitle:e[2],titleHref:e[3],isNotFollowableDelegateTracker:e[4]}}),_=new DelegateTrackerTable({props:{result:e[0],rowCount:e[11],rows:e[1],toggleTable:e[15],theme:e[26][e[16]],mode:e[28],projectedWinnerText:e[5],neededToWin:e[13],totalDelegatesAtStake:e[12],isEmbed:e[9],hideAccordion:e[10]}});var s=!e[9]&&create_if_block_1(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"article\"),_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),t=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),o=_vendor_browser_svelte_internal_index.space(),s&&s.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"ARTICLE\",{\"data-mode\":!0,style:!0,class:!0});var i=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,i),t=_vendor_browser_svelte_internal_index.claim_space(i),_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,i),o=_vendor_browser_svelte_internal_index.claim_space(i),s&&s.l(i),i.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"data-mode\",i=e[28]),_vendor_browser_svelte_internal_index.attr(n,\"style\",l=_lib_browser_common_helpers_cssvars.cssvars({winnerPartyColor:_lib_sdk_browser__externalConfig_configInterpreters_getColor_ts.getColor(makeDelegateTrackerColorCandidate(e[0]),e[26][e[16]])})),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"cnn-pcl-fm1ncy\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"called-1bIiML\",!e[27][e[17]]&&!!e[0].winner&&e[28]!=_lib_browser_common_constants_editorialElectionModes.EditorialMode.Before)},m:function(e,i){_vendor_browser_svelte_internal_index.insert_hydration(e,n,i),_vendor_browser_svelte_internal_index.mount_component(r,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,t),_vendor_browser_svelte_internal_index.mount_component(_,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,o),s&&s.m(n,null),a=!0},p:function(e,t){get_context(e);var o={};1&t&&(o.result=e[0]),16384&t&&(o.title=e[14]),4&t&&(o.subtitle=e[2]),8&t&&(o.titleHref=e[3]),16&t&&(o.isNotFollowableDelegateTracker=e[4]),r.$set(o);var 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0!==i.retryDelay){if(!t(i.retryDelay)&&\"function\"!=typeof i.retryDelay)throw new n(\"retryDelay must be a positive integer or a function returning a positive integer\");f=i.retryDelay}if(i&&i.retryOn){if(!Array.isArray(i.retryOn)&&\"function\"!=typeof i.retryOn)throw new n(\"retryOn property expects an array or function\");u=i.retryOn}return new Promise(function(r,t){var n=function(e,r,t){var n=\"function\"==typeof f?f(e,r,t):f;setTimeout(function(){y(++e)},n)},y=function(f){var y=\"undefined\"!=typeof Request&&_instanceof(o,Request)?o.clone():o;e(y,i).then(function(e){if(Array.isArray(u)&&-1===u.indexOf(e.status))r(e);else if(\"function\"==typeof u)try{return Promise.resolve(u(f,null,e)).then(function(t){t?n(f,null,e):r(e)}).catch(t)}catch(e){t(e)}else f<s?n(f,null,e):r(e)}).catch(function(e){if(\"function\"==typeof u)try{Promise.resolve(u(f,e,null)).then(function(r){r?n(f,e,null):t(e)}).catch(function(e){t(e)})}catch(e){t(e)}else f<s?n(f,e,null):t(e)})};y(0)})}})});exports.fetchRetry_umd=fetchRetry_umd;\\n}, {\"937\":937}];\\nwindow.modules[\"706\"] = [function(require,module,exports){\"use strict\";function throttle(t,r){var e=!1;return function(){var o=arguments;e||(e=!0,setTimeout(function(){e=!1,t.apply(this,o)},r))}}exports.throttle=throttle;\\n}, {}];\\nwindow.modules[\"708\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFnsTz_index=require(709),_lib_browser_common_constants_timestampFormatStrings=require(653),_vendor_browser_dateFns_esm_format_index=require(710);function isValidDate(r){return\"Invalid Date\"!==new Date(r).toString()}var formatTimestamp=function(r){var e=arguments.length>1&&void 0!==arguments[1]?arguments[1]:_lib_browser_common_constants_timestampFormatStrings.TIME_DATE_SHORT;if(!r)return\"\";if(!isValidDate(r))return\"\";var t=_vendor_browser_dateFnsTz_index.dateFnsTz.utcToZonedTime(r,\"America/New_York\");return _vendor_browser_dateFns_esm_format_index.format(new Date(t),e)},format=formatTimestamp;exports.format=format;\\n}, {\"653\":653,\"709\":709,\"710\":710}];\\nwindow.modules[\"709\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFnsTz_format_index=require(1274),_vendor_browser_dateFnsTz_formatInTimeZone_index=require(1277),_vendor_browser_dateFnsTz_getTimezoneOffset_index=require(1280),_vendor_browser_dateFnsTz_toDate_index=require(1276),_vendor_browser_dateFnsTz_utcToZonedTime_index=require(1278),_vendor_browser_dateFnsTz_zonedTimeToUtc_index=require(1281),dateFnsTz={format:_vendor_browser_dateFnsTz_format_index.require$$0,formatInTimeZone:_vendor_browser_dateFnsTz_formatInTimeZone_index.require$$1,getTimezoneOffset:_vendor_browser_dateFnsTz_getTimezoneOffset_index.require$$2,toDate:_vendor_browser_dateFnsTz_toDate_index.require$$3,utcToZonedTime:_vendor_browser_dateFnsTz_utcToZonedTime_index.require$$4,zonedTimeToUtc:_vendor_browser_dateFnsTz_zonedTimeToUtc_index.require$$5};exports.dateFnsTz=dateFnsTz;\\n}, {\"1274\":1274,\"1276\":1276,\"1277\":1277,\"1278\":1278,\"1280\":1280,\"1281\":1281}];\\nwindow.modules[\"710\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_isValid_index=require(1321),_vendor_browser_dateFns_esm_locale_enUS_index=require(1323),_vendor_browser_dateFns_esm_subMilliseconds_index=require(1322),_vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_format_formatters_index=require(1303),_vendor_browser_dateFns_esm__lib_format_longFormatters_index=require(1310),_vendor_browser_dateFns_esm__lib_getTimezoneOffsetInMilliseconds_index=require(1311),_vendor_browser_dateFns_esm__lib_protectedTokens_index=require(1319),_vendor_browser_dateFns_esm__lib_toInteger_index=require(1318),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),formattingTokensRegExp=/[yYQqMLwIdDecihHKkms]o|(\\\\w)\\\\1*|\\'\\'|\\'(\\'\\'|[^\\'])+(\\'|$)|./g,longFormattingTokensRegExp=/P+p+|P+|p+|\\'\\'|\\'(\\'\\'|[^\\'])+(\\'|$)|./g,escapedStringRegExp=/^\\'([^]*?)\\'?$/,doubleQuoteRegExp=/\\'\\'/g,unescapedLatinCharacterRegExp=/[a-zA-Z]/;function format(e,r,n){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(2,arguments);var t=String(r),_=n||{},o=_.locale||_vendor_browser_dateFns_esm_locale_enUS_index.defaultLocale,s=o.options&&o.options.firstWeekContainsDate,i=null==s?1:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(s),a=null==_.firstWeekContainsDate?i:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(_.firstWeekContainsDate);if(!(a>=1&&a<=7))throw new RangeError(\"firstWeekContainsDate must be between 1 and 7 inclusively\");var d=o.options&&o.options.weekStartsOn,l=null==d?0:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(d),m=null==_.weekStartsOn?l:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(_.weekStartsOn);if(!(m>=0&&m<=6))throw new RangeError(\"weekStartsOn must be between 0 and 6 inclusively\");if(!o.localize)throw new RangeError(\"locale must contain localize property\");if(!o.formatLong)throw new RangeError(\"locale must contain formatLong property\");var b=_vendor_browser_dateFns_esm_toDate_index.toDate(e);if(!_vendor_browser_dateFns_esm_isValid_index.isValid(b))throw new RangeError(\"Invalid time value\");var c=_vendor_browser_dateFns_esm__lib_getTimezoneOffsetInMilliseconds_index.getTimezoneOffsetInMilliseconds(b),g=_vendor_browser_dateFns_esm_subMilliseconds_index.subMilliseconds(b,c),u={firstWeekContainsDate:a,weekStartsOn:m,locale:o,_originalDate:b};return t.match(longFormattingTokensRegExp).map(function(e){var r=e[0];return\"p\"===r||\"P\"===r?(0,_vendor_browser_dateFns_esm__lib_format_longFormatters_index.longFormatters[r])(e,o.formatLong,u):e}).join(\"\").match(formattingTokensRegExp).map(function(n){if(\"\\'\\'\"===n)return\"\\'\";var t=n[0];if(\"\\'\"===t)return cleanEscapedString(n);var s=_vendor_browser_dateFns_esm__lib_format_formatters_index.formatters[t];if(s)return!_.useAdditionalWeekYearTokens&&_vendor_browser_dateFns_esm__lib_protectedTokens_index.isProtectedWeekYearToken(n)&&_vendor_browser_dateFns_esm__lib_protectedTokens_index.throwProtectedError(n,r,e),!_.useAdditionalDayOfYearTokens&&_vendor_browser_dateFns_esm__lib_protectedTokens_index.isProtectedDayOfYearToken(n)&&_vendor_browser_dateFns_esm__lib_protectedTokens_index.throwProtectedError(n,r,e),s(g,n,o.localize,u);if(t.match(unescapedLatinCharacterRegExp))throw new RangeError(\"Format string contains an unescaped latin alphabet character `\"+t+\"`\");return n}).join(\"\")}function cleanEscapedString(e){return e.match(escapedStringRegExp)[1].replace(doubleQuoteRegExp,\"\\'\")}exports.format=format;\\n}, {\"1303\":1303,\"1310\":1310,\"1311\":1311,\"1312\":1312,\"1313\":1313,\"1318\":1318,\"1319\":1319,\"1321\":1321,\"1322\":1322,\"1323\":1323}];\\nwindow.modules[\"711\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_featureFlags_isFlaggedOff_ts=require(712);function getTags(t,e){return Array.from(t.getElementsByClassName(e))}function paintCities(t){var e=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},s=arguments.length>2&&void 0!==arguments[2]?arguments[2]:\"\";if(_lib_sdk_browser__externalConfig_featureFlags_isFlaggedOff_ts.isFlaggedOff(s,e))hideCities(t);else{var i=getTags(t,\"atlas-poi-text\");i.length&&i.forEach(function(t){var e=t.getAttribute(\"fontsize\")||\"48px\";t.style.display=\"block\",t.style.fontSize=e,t.style.pointerEvents=\"none\",t.style.zIndex=\"2\",t.style.fontFamily=\"Arial\",t.style.fontWeight=\"bold\",t.style.stroke=\"white\",t.style.paintOrder=\"stroke\",t.style.strokeWidth=\"0.1em\"});var r=getTags(t,\"atlas-poi-circle\");r.length&&r.forEach(function(t){var e=t.getAttribute(\"r\")||\"8\",s=t.getAttribute(\"strokewidth\")||\"4\";t.style.display=\"block\",t.style.stroke=\"white\",t.setAttribute(\"r\",e),t.style.strokeWidth=s,t.style.pointerEvents=\"none\"})}}function hideCities(t){var e=getTags(t,\"atlas-poi-text\");e.length&&e.forEach(function(t){t.style.display=\"none\"});var s=getTags(t,\"atlas-poi-circle\");s.length&&s.forEach(function(t){t.style.display=\"none\"})}exports.hideCities=hideCities,exports.paintCities=paintCities;\\n}, {\"712\":712}];\\nwindow.modules[\"712\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_featureFlags_isFlagged_ts=require(756);function isFlaggedOff(e,s){var g=arguments.length>2&&void 0!==arguments[2]&&arguments[2],r=_lib_sdk_browser__externalConfig_featureFlags_isFlagged_ts.isFlagged(e,s);return g?!r:r}exports.isFlaggedOff=isFlaggedOff;\\n}, {\"756\":756}];\\nwindow.modules[\"713\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_constants_componentVariations=require(637),_lib_browser_common_helpers_throttle=require(706),_lib_browser_themes_elections_constants=require(681);function _arrayLikeToArray(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}function _arrayWithoutHoles(t){if(Array.isArray(t))return _arrayLikeToArray(t)}function _iterableToArray(t){if(\"undefined\"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t[\"@@iterator\"])return Array.from(t)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _toConsumableArray(t){return _arrayWithoutHoles(t)||_iterableToArray(t)||_unsupportedIterableToArray(t)||_nonIterableSpread()}function _unsupportedIterableToArray(t,e){if(t){if(\"string\"==typeof t)return _arrayLikeToArray(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray(t,e):void 0}}var BORDER=_lib_browser_themes_elections_constants.metaFields.BORDER,NO_RACE=_lib_browser_themes_elections_constants.metaFields.NO_RACE;function resetMap(t){_toConsumableArray(t).forEach(function(t){t.style.strokeWidth=\"1\"})}function initialPaint(t,e,r,n,o){_toConsumableArray(t).forEach(function(i){var a,l;if(i.style.strokeWidth=\"1\",i.style.stroke=null==e?void 0:null===(a=e.meta)||void 0===a?void 0:a.call(e,BORDER),i.style.fill=null==e?void 0:null===(l=e.meta)||void 0===l?void 0:l.call(e,NO_RACE),!o.includes(_lib_browser_common_constants_componentVariations.VARIATIONS.NO_TOOLTIP)){var s,c=i.getAttribute(\"data-geo-id\")||\"\";i.addEventListener(\"click\",function(){resetMap(t),i.style.strokeWidth=\"2\",r(c)}),i.addEventListener(\"mousemove\",_lib_browser_common_helpers_throttle.throttle(function(e){if(window&&window.matchMedia(\"(min-width: 768px)\").matches){n&&(s=n.querySelectorAll(\"#tip\")),resetMap(t),i.style.strokeWidth=\"2\",r(c);s.length>0&&(s[0].style.display=\"block\",e.clientX+s[0].offsetWidth+2>window.innerWidth?s[0].style.left=String(e.clientX-306)+\"px\":s[0].style.left=String(e.clientX+6)+\"px\",s[0].style.top=String(e.clientY+6)+\"px\")}},0)),i.addEventListener(\"mouseleave\",_lib_browser_common_helpers_throttle.throttle(function(){window&&(window.matchMedia(\"(min-width: 768px)\").matches&&(n&&(s=n.querySelectorAll(\"#tip\")),s.length>0&&(s[0].style.display=\"none\")))},0))}})}function initialCss(t){t&&(t.style.width=\"100%\",t.style.height=\"100%\")}exports.initialCss=initialCss,exports.initialPaint=initialPaint,exports.resetMap=resetMap;\\n}, {\"637\":637,\"681\":681,\"706\":706}];\\nwindow.modules[\"714\"] = [function(require,module,exports){\"use strict\";function _arrayLikeToArray(r,t){(null==t||t>r.length)&&(t=r.length);for(var e=0,a=new Array(t);e<t;e++)a[e]=r[e];return a}function _arrayWithoutHoles(r){if(Array.isArray(r))return _arrayLikeToArray(r)}function _iterableToArray(r){if(\"undefined\"!=typeof Symbol&&null!=r[Symbol.iterator]||null!=r[\"@@iterator\"])return Array.from(r)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _toConsumableArray(r){return _arrayWithoutHoles(r)||_iterableToArray(r)||_unsupportedIterableToArray(r)||_nonIterableSpread()}function _unsupportedIterableToArray(r,t){if(r){if(\"string\"==typeof r)return _arrayLikeToArray(r,t);var e=Object.prototype.toString.call(r).slice(8,-1);return\"Object\"===e&&r.constructor&&(e=r.constructor.name),\"Map\"===e||\"Set\"===e?Array.from(e):\"Arguments\"===e||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(e)?_arrayLikeToArray(r,t):void 0}}function paintPaths(){var r=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{},t=arguments.length>1?arguments[1]:void 0,e=arguments.length>2?arguments[2]:void 0;_toConsumableArray(t).forEach(function(t){t.style.stroke=e;var a=t.getAttribute(\"data-geo-id\");r[a]&&(t.style.fill=r[a].mapData.color)})}exports.paintPaths=paintPaths;\\n}, {}];\\nwindow.modules[\"715\"] = [function(require,module,exports){\"use strict\";var stateElectionMap_lib_browser=require(716);function updateHatchPatterns(e,t,r){if(\"function\"==typeof e.querySelectorAll){var a=e.querySelector(\"svg\"),n=null==a?void 0:a.querySelectorAll(\".hatched-flip-projections\"),o=stateElectionMap_lib_browser.addSvgPaintPatterns(t,r);null==a||a.insertAdjacentHTML(\"afterbegin\",o),n.forEach(function(e){e.remove()})}}exports.updateHatchPatterns=updateHatchPatterns;\\n}, {\"716\":716}];\\nwindow.modules[\"716\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),_lib_browser_common_helpers_cssvars=require(612),_lib_browser_common_components_zoomableSvg_ZoomableSVGWithControls_svelte=require(633),_lib_sdk_browser__externalConfig_configInterpreters_constants_ts=require(613),_lib_sdk_browser__externalConfig_ContextProvider_svelte=require(610),_lib_browser_themes_elections_Theme=require(719),_vendor_browser_lodash_lodash=require(570),_vendor_browser_lodash_get=require(569),legend_lib_browser=require(2339),circles_lib_browser=require(2271),coreResult_lib_browser=require(2290),_lib_browser_common_constants_componentVariations=require(637),_lib_browser_common_dataFetching_PollFeed=require(671),_lib_browser_common_painting_paintPaths=require(714),_lib_browser_common_painting_initialPaint=require(713),_vendor_browser_svelte_store_index=require(577),_vendor_browser_lodash_orderBy=require(1578),_vendor_browser_lodash_padStart=require(1579),_lib_browser_common_constants_painting=require(643),_lib_browser_themes_elections_constants=require(681),_vendor_browser_lodash_isNil=require(603),_vendor_browser_lodash_isPlainObject=require(1497),_vendor_browser_lodash_isArray=require(1403),sdk_transformers_essCrm=require(245),_lib_browser_common_constants_namespace=require(576),_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte=require(755),_lib_sdk_browser__externalConfig_featureFlags_constants_ts=require(726),_lib_browser_common_constants_contextKeys=require(639),_lib_browser_common_constants_componentNames=require(636),_lib_browser_common_painting_cities=require(711),_lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts=require(727),_lib_browser_common_painting_updateHatchPatterns=require(715),_lib_browser_common_helpers_analytics_sendTrackMetricsBeacon=require(676),_lib_browser_common_constants_raceTypes=require(651),sdk_transformers_utils_getMostRecentVoteTimestamp=require(2275),_lib_browser_common_helpers_timezone=require(708),_lib_browser_common_constants_projectionTexts=require(646);function _defineProperty$3(e,n,t){return n in e?Object.defineProperty(e,n,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[n]=t,e}function _objectSpread$3(e){for(var n=1;n<arguments.length;n++){var t=null!=arguments[n]?arguments[n]:{},r=Object.keys(t);\"function\"==typeof Object.getOwnPropertySymbols&&(r=r.concat(Object.getOwnPropertySymbols(t).filter(function(e){return Object.getOwnPropertyDescriptor(t,e).enumerable}))),r.forEach(function(n){_defineProperty$3(e,n,t[n])})}return e}function ownKeys$3(e,n){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);n&&(r=r.filter(function(n){return Object.getOwnPropertyDescriptor(e,n).enumerable})),t.push.apply(t,r)}return t}function _objectSpreadProps$3(e,n){return n=null!=n?n:{},Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):ownKeys$3(Object(n)).forEach(function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}),e}function getCollectionIfMatched(e,n){var t=null==e?void 0:e.stateFipsCode,r=null;return Array.isArray(null==n?void 0:n.authoredCollections)&&n.authoredCollections.forEach(function(e){e.filterFunction(t)&&(r=e)}),r}function createCustom(e,n){var t=n.color,r=n.label,o=n.label,i=n.hideInLegend,a=new MapColorData({color:t,bucket:\"custom\",legendInfo:{bucket:\"custom\",party:r,color:t,lastName:o,hideLegend:i,mode:\"custom\"}});return _objectSpreadProps$3(_objectSpread$3({},e),{mapData:a})}function _arrayLikeToArray$6(e,n){(null==n||n>e.length)&&(n=e.length);for(var t=0,r=new Array(n);t<n;t++)r[t]=e[t];return r}function _arrayWithoutHoles$1(e){if(Array.isArray(e))return _arrayLikeToArray$6(e)}function _classCallCheck$6(e,n){if(!(e instanceof n))throw new TypeError(\"Cannot call a class as a function\")}function _defineProperty$2(e,n,t){return n in e?Object.defineProperty(e,n,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[n]=t,e}function _iterableToArray$1(e){if(\"undefined\"!=typeof Symbol&&null!=e[Symbol.iterator]||null!=e[\"@@iterator\"])return Array.from(e)}function _nonIterableSpread$1(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _objectSpread$2(e){for(var n=1;n<arguments.length;n++){var t=null!=arguments[n]?arguments[n]:{},r=Object.keys(t);\"function\"==typeof Object.getOwnPropertySymbols&&(r=r.concat(Object.getOwnPropertySymbols(t).filter(function(e){return Object.getOwnPropertyDescriptor(t,e).enumerable}))),r.forEach(function(n){_defineProperty$2(e,n,t[n])})}return e}function ownKeys$2(e,n){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);n&&(r=r.filter(function(n){return Object.getOwnPropertyDescriptor(e,n).enumerable})),t.push.apply(t,r)}return t}function _objectSpreadProps$2(e,n){return n=null!=n?n:{},Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):ownKeys$2(Object(n)).forEach(function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}),e}function _toConsumableArray$1(e){return _arrayWithoutHoles$1(e)||_iterableToArray$1(e)||_unsupportedIterableToArray$6(e)||_nonIterableSpread$1()}function _unsupportedIterableToArray$6(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$6(e,n);var t=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===t&&e.constructor&&(t=e.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray$6(e,n):void 0}}var PROJECTION=_lib_browser_common_constants_painting.PaintModes.PROJECTION,PROJECTION_WITH_LEAD=_lib_browser_common_constants_painting.PaintModes.PROJECTION_WITH_LEAD,AHEAD=_lib_browser_common_constants_painting.PaintModes.AHEAD,AHEAD_SINGLE_BUCKET=_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET;function isAProjection(e){return e===_lib_browser_common_constants_painting.PaintModes.PROJECTION||e===_lib_browser_common_constants_painting.PaintModes.PROJECTION_WITH_LEAD}function isAheadMode(e){return e===_lib_browser_common_constants_painting.PaintModes.AHEAD||e===_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET}var MapColorData=function e(n){_classCallCheck$6(this,e),Object.assign(this,n),this.borderColor&&(this.stateBorderColor=this.borderColor)};function isFlipped(e){return e.isSwitch}function isCalled(e){return\"called\"===e.editorialStatus&&\"W\"===e.status}function isVotesReceived(e){for(var n,t=0,r=null==e?void 0:null===(n=e.candidates)||void 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createVotesReceived(e,n,t){var r,o=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{},i=null==n?void 0:null===(r=n.meta)||void 0===r?void 0:r.call(n,\"votesReceived\"),a=new MapColorData(_objectSpread$2({color:i,bucket:\"votesReceived\",legendInfo:{bucket:\"votesReceived\",color:i,mode:t}},o));return _objectSpreadProps$2(_objectSpread$2({},e),{mapData:a})}function createLeadInProjectionMode(e,n,t){var r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{},o=getLeadingParty(e).party,i=n.color(o,t,\"lead\"),a=new MapColorData(_objectSpread$2({color:i,bucket:\"lead\",legendInfo:{bucket:\"lead\",party:o,color:i,mode:t}},r));return _objectSpreadProps$2(_objectSpread$2({},e),{mapData:a})}function createBopWinner(e,n,t){if(e.winnerBopPartyId){var r=e.winnerBopPartyId,o=n.color(r);if(!o){var i=n.getDefaultPalette(t).defaultPalette;o=n.color(i),r=i}var a=new MapColorData({color:o,bucket:\"win\",legendInfo:{bucket:\"win\",party:r,color:o,mode:t}});return _objectSpreadProps$2(_objectSpread$2({},e),{mapData:a})}}function createRunoff(e,n){var t,r=_lib_browser_themes_elections_constants.metaFields.RUNOFF,o=null==n?void 0:null===(t=n.meta)||void 0===t?void 0:t.call(n,_lib_browser_themes_elections_constants.metaFields.RUNOFF),i=new MapColorData({color:o,bucket:r,legendInfo:{bucket:r,color:o}});return _objectSpreadProps$2(_objectSpread$2({},e),{mapData:i})}function createTie(e,n,t){var r,o=null==n?void 0:null===(r=n.meta)||void 0===r?void 0:r.call(n,\"tie\"),i=new MapColorData({color:o,bucket:\"tie\",legendInfo:{bucket:\"tie\",color:o,mode:t}});return _objectSpreadProps$2(_objectSpread$2({},e),{mapData:i})}function createTooClose(e,n,t){var r,o,i=null==n?void 0:null===(r=n.meta)||void 0===r?void 0:r.call(n,\"tooClose\"),a=null==n?void 0:null===(o=n.meta)||void 0===o?void 0:o.call(n,\"darkBorder\"),_=new MapColorData({color:i,borderColor:a,bucket:\"tooClose\",legendInfo:{bucket:\"tooClose\",color:i,borderColor:a,mode:t}});return 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0:i.includes(_lib_browser_common_constants_componentVariations.VARIATIONS.CARD))&&sdk_transformers_utils_getMostRecentVoteTimestamp.getMostRecentVoteTimestamp(m)?_lib_browser_common_helpers_timezone.format(sdk_transformers_utils_getMostRecentVoteTimestamp.getMostRecentVoteTimestamp(m)):\"\")},[i,_,l,s,d,f,v,m,w,h,x,O,T,I,C,k,E,N,r,R]}var StateElectionMapContainer=function(e){_inherits$1(t,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper$1(t);function t(e){var r;return _classCallCheck$1(this,t),r=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized$1(r),e,instance$1,create_fragment$1,_vendor_browser_svelte_internal_index.safe_not_equal,{variations:0,title:1,mode:2,pollingInterval:3,raceType:4,feedURL:5,mapURL:6,results:7,svgData:8,titleHref:9,candidateText:10,hidePointsOfInterest:11,isZoomEnabled:12,runoffInformationalText:13,projectedWinnerText:14,isStacked:15,customPaintingOptions:16}),r}return t}(),StateElectionMap=StateElectionMapContainer;function _arrayLikeToArray(e,n){(null==n||n>e.length)&&(n=e.length);for(var t=0,r=new Array(n);t<n;t++)r[t]=e[t];return r}function _arrayWithHoles(e){if(Array.isArray(e))return e}function _assertThisInitialized(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck(e,n){if(!(e instanceof n))throw new TypeError(\"Cannot call a class as a function\")}function _getPrototypeOf(e){return(_getPrototypeOf=Object.setPrototypeOf?Object.getPrototypeOf:function(e){return e.__proto__||Object.getPrototypeOf(e)})(e)}function _inherits(e,n){if(\"function\"!=typeof n&&null!==n)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(n&&n.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),n&&_setPrototypeOf(e,n)}function _iterableToArrayLimit(e,n){var t=null==e?null:\"undefined\"!=typeof 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_unsupportedIterableToArray(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray(e,n);var t=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===t&&e.constructor&&(t=e.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray(e,n):void 0}}function _isNativeReflectConstruct(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],function(){})),!0}catch(e){return!1}}function _createSuper(e){var n=_isNativeReflectConstruct();return function(){var t,r=_getPrototypeOf(e);if(n){var o=_getPrototypeOf(this).constructor;t=Reflect.construct(r,arguments,o)}else t=r.apply(this,arguments);return _possibleConstructorReturn(this,t)}}function add_css(e){_vendor_browser_svelte_internal_index.append_styles(e,\"cnn-pcl-1nupa81\",\"div.cnn-pcl-1nupa81{grid-area:state-election-map}div.cnn-pcl-1nupa81 .atlas-poi-circle,div.cnn-pcl-1nupa81 .atlas-poi-text{opacity:var(--poiOpacity);transition:opacity 0.5s ease-in-out}@media screen and (min-width: 1024px){.zoomable-map-container.cnn-pcl-1nupa81{border-left:1px solid #e6e6e6}}\")}function create_default_slot(e){for(var n,t,r=[e[7]],o={},i=0;i<r.length;i+=1)o=_vendor_browser_svelte_internal_index.assign(o,r[i]);return n=new StateElectionMap({props:o}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,r){_vendor_browser_svelte_internal_index.mount_component(n,e,r),t=!0},p:function(e,t){var o=128&t?_vendor_browser_svelte_internal_index.get_spread_update(r,[_vendor_browser_svelte_internal_index.get_spread_object(e[7])]):{};n.$set(o)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),t=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_fragment(e){var n,t,r;return t=new _lib_browser_common_components_zoomableSvg_ZoomableSVGWithControls_svelte.ZoomableSVGWithControls({props:{zoomTo:e[5],zoomPadding:e[0],zoomDuration:e[1],zoomOnClickSelector:e[3],zoomOnLoad:e[2],onZoomChange:e[6],$$slots:{default:[create_default_slot]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(t.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{style:!0,class:!0});var r=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(t.$$.fragment,r),r.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"style\",e[4]),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"zoomable-map-container cnn-pcl-1nupa81\")},m:function(e,o){_vendor_browser_svelte_internal_index.insert_hydration(e,n,o),_vendor_browser_svelte_internal_index.mount_component(t,n,null),r=!0},p:function(e,o){var i=_slicedToArray(o,1)[0],a={};32&i&&(a.zoomTo=e[5]),1&i&&(a.zoomPadding=e[0]),2&i&&(a.zoomDuration=e[1]),8&i&&(a.zoomOnClickSelector=e[3]),4&i&&(a.zoomOnLoad=e[2]),2176&i&&(a.$$scope={dirty:i,ctx:e}),t.$set(a),(!r||16&i)&&_vendor_browser_svelte_internal_index.attr(n,\"style\",e[4])},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t.$$.fragment,e),r=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(t)}}}function instance(e,n,t){var r,o,i,a=[\"zoomToGeoID\",\"zoomPadding\",\"zoomDuration\",\"zoomOnClick\",\"zoomOnLoad\"],_=_vendor_browser_svelte_internal_index.compute_rest_props(n,a),l=n.zoomToGeoID,s=void 0===l?null:l,c=n.zoomPadding,d=void 0===c?25:c,u=n.zoomDuration,f=void 0===u?1.5:u,p=n.zoomOnClick,v=void 0!==p&&p,b=n.zoomOnLoad,m=void 0!==b&&b,y=!1;return e.$$set=function(e){n=_vendor_browser_svelte_internal_index.assign(_vendor_browser_svelte_internal_index.assign({},n),_vendor_browser_svelte_internal_index.exclude_internal_props(e)),t(7,_=_vendor_browser_svelte_internal_index.compute_rest_props(n,a)),\"zoomToGeoID\"in e&&t(8,s=e.zoomToGeoID),\"zoomPadding\"in e&&t(0,d=e.zoomPadding),\"zoomDuration\"in e&&t(1,f=e.zoomDuration),\"zoomOnClick\"in e&&t(9,v=e.zoomOnClick),\"zoomOnLoad\"in e&&t(2,m=e.zoomOnLoad)},e.$$.update=function(){256&e.$$.dirty&&t(5,r=s?\\'[data-geo-id=\"\\'.concat(s,\\'\"]\\'):null),1024&e.$$.dirty&&t(4,o=_lib_browser_common_helpers_cssvars.cssvars({poiOpacity:y?\"0\":\"1\"})),512&e.$$.dirty&&t(3,i=v?\"[data-geo-id]\":null)},[d,f,m,i,o,r,function(e){t(10,y=e)},_,s,v,y]}var ZoomableStateElectionMap=function(e){_inherits(t,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper(t);function t(e){var r;return _classCallCheck(this,t),r=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(r),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{zoomToGeoID:8,zoomPadding:0,zoomDuration:1,zoomOnClick:9,zoomOnLoad:2},add_css),r}return t}();exports.StateElectionMap=StateElectionMap,exports.ZoomableStateElectionMap=ZoomableStateElectionMap,exports.addSvgPaintPatterns=addSvgPaintPatterns,exports.isAProjection=isAProjection,exports.isAheadMode=isAheadMode,exports.isBopWinner=isBopWinner,exports.isFalsy=isFalsy,exports.isNoVotes=isNoVotes,exports.isTie=isTie,exports.makeRaceKeysByType=makeRaceKeysByType;\\n}, {\"245\":245,\"548\":548,\"569\":569,\"570\":570,\"576\":576,\"577\":577,\"603\":603,\"610\":610,\"612\":612,\"613\":613,\"633\":633,\"636\":636,\"637\":637,\"639\":639,\"643\":643,\"646\":646,\"651\":651,\"671\":671,\"676\":676,\"681\":681,\"708\":708,\"711\":711,\"713\":713,\"714\":714,\"715\":715,\"719\":719,\"726\":726,\"727\":727,\"755\":755,\"1403\":1403,\"1497\":1497,\"1578\":1578,\"1579\":1579,\"2271\":2271,\"2275\":2275,\"2290\":2290,\"2339\":2339}];\\nwindow.modules[\"717\"] = [function(require,module,exports){\"use strict\";var editorialStatus=function(t){return t.called=\"called\",t.processing=\"processsing\",t.tooClose=\"tooclose\",t.scheduled=\"scheduled\",t}(editorialStatus||{});exports.editorialStatus=editorialStatus;\\n}, {}];\\nwindow.modules[\"718\"] = [function(require,module,exports){\"use strict\";var IResourceTypes=function(e){return e.NationalRaces=\"NationalRaces\",e.Races=\"Races\",e.NationalRacesLite=\"NationalRacesLite\",e}(IResourceTypes||{}),IContestTypeBucket=function(e){return e.Generals=\"Generals\",e.Primaries=\"Primaries\",e.PresidentialGenerals=\"PresidentialGenerals\",e}(IContestTypeBucket||{}),IMultiMapLiteAdminLevels=function(e){return e.Admin0=\"Admin0\",e.Admin1=\"Admin1\",e.Admin2=\"Admin2\",e}(IMultiMapLiteAdminLevels||{});exports.IContestTypeBucket=IContestTypeBucket,exports.IMultiMapLiteAdminLevels=IMultiMapLiteAdminLevels,exports.IResourceTypes=IResourceTypes;\\n}, {}];\\nwindow.modules[\"719\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_lodash_get=require(569);function _classCallCheck(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}var Theme=function(){function t(e){_classCallCheck(this,t),this.defaults=_vendor_browser_lodash_get.get_1(e,\"defaults\",{topic:\"generals\",palette:\"\",shade:\"\"}),this.theme=e,this.topic=this.defaults.topic}var e=t.prototype;return e.color=function(t){var e=arguments.length>1&&void 0!==arguments[1]?arguments[1]:this.defaults.palette,r=arguments.length>2&&void 0!==arguments[2]?arguments[2]:this.defaults.shade;this.group=this.setGroup(t);var n=this.getGroup(),o=_vendor_browser_lodash_get.get_1(n,\"palettes\",[]).find(function(t){return t.type===e})||{},s=_vendor_browser_lodash_get.get_1(o,\"shades\",[]).find(function(t){return t.type===r})||{};return _vendor_browser_lodash_get.get_1(s,\"value\",\"\")},e.getGroup=function(){return this.group?_vendor_browser_lodash_get.get_1(this.theme,\"topics.\".concat(this.topic,\".\").concat(this.group.toUpperCase()),{}):{}},e.getGroups=function(){return _vendor_browser_lodash_get.get_1(this.theme,\"topics.\".concat(this.topic))},e.setGroup=function(t){return String(t)},e.palette=function(t){var e=arguments.length>1&&void 0!==arguments[1]?arguments[1]:this.defaults.palette;this.group=this.setGroup(t);var r=this.getGroup();return _vendor_browser_lodash_get.get_1(r,\"palettes\",[]).find(function(t){return t.type===e})||this.getDefaultPalette(e)},e.paletteShades=function(t,e){return _vendor_browser_lodash_get.get_1(this.palette(t,e),\"shades\",[])},e.paletteForAheadMode=function(t){return this.palette(t,\"ahead\")},e.paletteShadesForAheadMode=function(t){return this.paletteShades(t,\"ahead\")},e.meta=function(t){return _vendor_browser_lodash_get.get_1(this.theme,\"meta.\".concat(t),\"\")},e.getDefaultPalette=function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:this.defaults.palette,e=this.getGroups();return Object.keys(e).map(function(t){return _vendor_browser_lodash_get.get_1(e[t],\"palettes\",[])}).map(function(e){return e.find(function(e){return e.type===t})||{}}).find(function(t){return t.defaultPalette})||{}},e.getFlippableGroups=function(){var t=this.getGroups(),e=[];try{e=Object.keys(t).filter(function(e){return t[e].palettes.find(function(t){return\"projection\"===t.type&&t.shades.find(function(t){return\"flip\"===t.type})})})}catch(t){console.error(\"There was a problem determining flipabble groups from the theme:\",t)}return e},e.isBlankMap=function(){return Boolean(this.theme.isBlankMap)},t}();exports.Theme=Theme;\\n}, {\"569\":569}];\\nwindow.modules[\"720\"] = [function(require,module,exports){\"use strict\";function _arrayLikeToArray(r,t){(null==t||t>r.length)&&(t=r.length);for(var e=0,n=new Array(t);e<t;e++)n[e]=r[e];return n}function _arrayWithHoles(r){if(Array.isArray(r))return r}function _iterableToArrayLimit(r,t){var e=null==r?null:\"undefined\"!=typeof Symbol&&r[Symbol.iterator]||r[\"@@iterator\"];if(null!=e){var 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o,t,n=r.target,s=r.props,_=r.feeds,l=r.componentKey,i=r.href,c=r.myElectionClientOptions,b=r.suppressOperators,u=r.cnnModel,a=!!n.querySelector(\"[class*=cnn-pcl-]\");!u&&(null===window||void 0===window?void 0:null===(o=window.CNN)||void 0===o?void 0:o.contentModel)&&(u=window.CNN.contentModel);var d,m,p=_lib_browser_common_helpers_context.createComponentContext(l,u,i,c,b),w=\"function\"==typeof e?e:null==e?void 0:e.default,f=new w({target:n,props:s,hydrate:a,context:p}),x=[];_&&(x=Object.keys(_).map(function(e){var r=_[e],o=r.uri,t=r.reducer,i=r.pollInterval,c=r.useNextUpdateRefreshTime;i&&(void 0!==c&&c&&(m=i),d=d?Math.min(d,i):i);var b=_lib_browser_common_helpers_poller.getPoller(i),u=!1;return b.subscribe(o,function(r){var o=t?t(r):r;if(\"featureFlags\"===e){var _=_lib_sdk_browser__externalConfig_contextManager_ts.contextManager(p,r).featureFlagsData,i=void 0===_?{}:_;if(u)!_lib_sdk_browser__browser_shouldNotRender_ts.shouldNotRender(l,i)&&(f=new 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r&&r()})}}exports.realizeUnsubscribe=realizeUnsubscribe;\\n}, {}];\\nwindow.modules[\"724\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts=require(727),_lib_sdk_browser__externalConfig_featureFlags_constants_ts=require(726),_lib_sdk_browser__externalConfig_featureFlags_isFlaggedOff_ts=require(712);function shouldNotRender(e,r){var t=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.ENTIRE_COMPONENT,s=_lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts.makeTargetFeature(e,t);return _lib_sdk_browser__externalConfig_featureFlags_isFlaggedOff_ts.isFlaggedOff(s,r)}exports.shouldNotRender=shouldNotRender;\\n}, {\"712\":712,\"726\":726,\"727\":727}];\\nwindow.modules[\"725\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_setContextFromOverrideConfig_ts=require(754);function contextManager(e,r){return 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T.PROJECTED_WINNER=\"ProjectedWinner\",T.KEY_RACE=\"KeyRace\",T.FLIPPED_RACE=\"FlippedRace\",T.DROPPED_OUT=\"DroppedOut\",T.TOO_CLOSE=\"TooClose\",T.NEXT_UPDATE_TIMER=\"NextUpdateTimer\",T.LAST_UPDATED_TIMESTAMP=\"LastUpdatedTimestamp\",T.PERCENT_REPORTING=\"PercentReporting\",T.DISTRICT_COLUMN=\"DistrictColumn\",T.CANDIDATE_NAME_COLUMN=\"CandidateNameColumn\",T.PARTY_COLOR_DOT=\"PartyColorDot\",T.RUNOFF_CANDIDATE=\"RunoffCandidate\",T.VOTES_PERCENT_COLUMN=\"VotesPercentColumn\",T.VOTES_BAR_COLUMN=\"VotesBarColumn\",T.VOTES_COLUMN=\"VotesColumn\",T.DELEGATES_COLUMN=\"DelegatesColumn\",T.TABLE_CHECKMARK=\"TableCheckmark\",T.INCUMBENT_LABEL=\"IncumbentLabel\",T.CRM_PARTY_LABEL=\"CrmPartyLabel\",T.DROP_OUT_TREATMENT=\"DropOutTreatment\",T.AHEAD_COUNT=\"AheadCount\",T.STATE_ELECTION_MAP_LEGEND=\"StateElectionMapLegend\",T.STATE_MAP=\"StateMap\",T.MAP_TOOLTIP=\"MapTooltip\",T.POINTS_OF_INTEREST=\"PointsOfInterest\",T.LIVE_INDICATOR_OFF=\"LiveIndicatorOff\",T.LAST_UPDATED_HEADLINE=\"LastUpdatedHeadline\",T.CRM_FOOTER_LINK=\"CrmFooterLink\",T.CRM_FOOTER=\"CrmFooter\",T.RESULTS_LIST_FOOTER=\"ResultsListFooter\",T.DROPDOWN_MENUS=\"DropdownMenus\",T.ENTIRE_COMPONENT=\"EntireComponent\",T.BOP_CHECKMARK_LEFT=\"BopCheckmarkLeft\",T.BOP_CHECKMARK_RIGHT=\"BopCheckmarkRight\",T.BOP_TOOLTIP_LEFT=\"BopTooltipLeft\",T.BOP_TOOLTIP_RIGHT=\"BopTooltipRight\",T.BOP_FLIPPED_SEATS_TEXT_LEFT=\"BopFlippedSeatsTextLeft\",T.BOP_FLIPPED_SEATS_TEXT_RIGHT=\"BopFlippedSeatsTextRight\",T.BOP_NOT_UP_FOR_ELECTION_TEXT_LEFT=\"BopNotUpForElectionTextLeft\",T.BOP_NOT_UP_FOR_ELECTION_TEXT_RIGHT=\"BopNotUpForElectionTextRight\",T.BOP_TOOLTIP_EXPLAINER=\"BopTooltipExplainer\",T.EDITORIAL_CONTENT=\"EditorialContent\",T.ELECTORAL_AND_DELEGATE_TOTALS=\"ElectoralAndDelegateTotals\",T.MY_ELECTION_FOLLOW_BUTTON_OFF=\"MyElectionFollowButtonOff\",T.DURING_MODE=\"DuringMode\",T.NATIONAL_MAP_LEGEND=\"NationalMapLegend\",T.NATIONAL_MAP_ZOOM_OPTIONS=\"NationalMapZoomOptions\",T.NATIONAL_MAP_INFO_PANEL=\"NationalMapInfoPanel\",T.NATIONAL_MAP_CTA=\"NationalMapCTA\",T.DELEGATE_TRACKER_PROJECTED_WINNER=\"DelegateTrackerProjectedWinner\",T.DELEGATE_TRACKER_CHECKMARK=\"DelegateTrackerCheckmark\",T.DELEGATE_TRACKER_PROGRESS_BAR=\"DelegateTrackerProgressBar\",T.DELEGATE_TRACKER_DROPPED_OUT=\"DelegateTrackerDroppedOut\",T.DELEGATE_TRACKER_FOOTER=\"DelegateTrackerFooter\",T.DELEGATE_TRACKER_FOOTER_LINK=\"DelegateTrackerFooterLink\",T.DELEGATE_TRACKER_AHEAD_COUNT=\"DelegateTrackerAheadCount\",T.PRESIDENTIAL_BOP_HEADSHOT_LEFT=\"PresidentialBopHeadshotLeft\",T.PRESIDENTIAL_BOP_HEADSHOT_RIGHT=\"PresidentialBopHeadshotRight\",T.PRESIDENTIAL_BOP_VOTES=\"PresidentialBopVotes\",T.PRESIDENTIAL_BOP_VOTE_PERCENT=\"PresidentialBopVotePercent\",T.PRESIDENTIAL_BOP_THIRD_PARTY_LIST=\"PresidentialBopThirdPartyList\",T}(features||{});exports.features=features;\\n}, {}];\\nwindow.modules[\"727\"] = [function(require,module,exports){\"use strict\";function makeTargetFeature(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:\"\",t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:\"\";return[e+(arguments.length>2&&void 0!==arguments[2]?arguments[2]:\"\"),t].filter(function(e){return e}).join(\"-\")}exports.makeTargetFeature=makeTargetFeature;\\n}, {}];\\nwindow.modules[\"728\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_constants_ts=require(729),_lib_sdk_browser__browser_checkActionConfig_ts=require(720);function _arrayLikeToArray(r,t){(null==t||t>r.length)&&(t=r.length);for(var e=0,n=new Array(t);e<t;e++)n[e]=r[e];return n}function _arrayWithHoles(r){if(Array.isArray(r))return r}function _iterableToArrayLimit(r,t){var e=null==r?null:\"undefined\"!=typeof Symbol&&r[Symbol.iterator]||r[\"@@iterator\"];if(null!=e){var n,o,i=[],a=!0,s=!1;try{for(e=e.call(r);!(a=(n=e.next()).done)&&(i.push(n.value),!t||i.length!==t);a=!0);}catch(r){s=!0,o=r}finally{try{a||null==e.return||e.return()}finally{if(s)throw o}}return i}}function _nonIterableRest(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _slicedToArray(r,t){return _arrayWithHoles(r)||_iterableToArrayLimit(r,t)||_unsupportedIterableToArray(r,t)||_nonIterableRest()}function _unsupportedIterableToArray(r,t){if(r){if(\"string\"==typeof r)return _arrayLikeToArray(r,t);var e=Object.prototype.toString.call(r).slice(8,-1);return\"Object\"===e&&r.constructor&&(e=r.constructor.name),\"Map\"===e||\"Set\"===e?Array.from(e):\"Arguments\"===e||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(e)?_arrayLikeToArray(r,t):void 0}}var splitAndFilterConfig=function(r){var t=r?Object.entries(r):[],e=t.filter(function(r){var t=_slicedToArray(r,1)[0];return _lib_sdk_browser__browser_checkActionConfig_ts.checkConfigAction(t,_lib_sdk_browser__externalConfig_constants_ts.FEATURE_FLAG_VERB)}),n=t.filter(function(r){var t=_slicedToArray(r,1)[0];return _lib_sdk_browser__browser_checkActionConfig_ts.checkConfigAction(t,_lib_sdk_browser__externalConfig_constants_ts.COLOR_OVERRIDE_VERB)});return{featureFlagsData:Object.fromEntries(e),colorOverridesData:Object.fromEntries(n),lastUpdated:(new Date).getTime()}};exports.splitAndFilterConfig=splitAndFilterConfig;\\n}, {\"720\":720,\"729\":729}];\\nwindow.modules[\"729\"] = [function(require,module,exports){\"use strict\";var FEATURE_FLAG_VERB=\"disable\",COLOR_OVERRIDE_VERB=\"hydrate\";exports.COLOR_OVERRIDE_VERB=COLOR_OVERRIDE_VERB,exports.FEATURE_FLAG_VERB=FEATURE_FLAG_VERB;\\n}, {}];\\nwindow.modules[\"730\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),_vendor_browser_svelte_store_index=require(577),_lib_browser_common_constants_contextKeys=require(639);function _arrayLikeToArray(e,t){(null==t||t>e.length)&&(t=e.length);for(var r=0,n=new Array(t);r<t;r++)n[r]=e[r];return n}function _arrayWithHoles(e){if(Array.isArray(e))return e}function _assertThisInitialized(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck(e,t){if(!(e instanceof t))throw new TypeError(\"Cannot call a class as a function\")}function _getPrototypeOf(e){return(_getPrototypeOf=Object.setPrototypeOf?Object.getPrototypeOf:function(e){return e.__proto__||Object.getPrototypeOf(e)})(e)}function _inherits(e,t){if(\"function\"!=typeof t&&null!==t)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(t&&t.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),t&&_setPrototypeOf(e,t)}function _iterableToArrayLimit(e,t){var r=null==e?null:\"undefined\"!=typeof Symbol&&e[Symbol.iterator]||e[\"@@iterator\"];if(null!=r){var n,o,i=[],s=!0,a=!1;try{for(r=r.call(e);!(s=(n=r.next()).done)&&(i.push(n.value),!t||i.length!==t);s=!0);}catch(e){a=!0,o=e}finally{try{s||null==r.return||r.return()}finally{if(a)throw o}}return i}}function _nonIterableRest(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _possibleConstructorReturn(e,t){return!t||\"object\"!==_typeof(t)&&\"function\"!=typeof t?_assertThisInitialized(e):t}function _setPrototypeOf(e,t){return(_setPrototypeOf=Object.setPrototypeOf||function(e,t){return e.__proto__=t,e})(e,t)}function _slicedToArray(e,t){return _arrayWithHoles(e)||_iterableToArrayLimit(e,t)||_unsupportedIterableToArray(e,t)||_nonIterableRest()}var _typeof=function(e){return e&&\"undefined\"!=typeof Symbol&&e.constructor===Symbol?\"symbol\":typeof e};function _unsupportedIterableToArray(e,t){if(e){if(\"string\"==typeof e)return _arrayLikeToArray(e,t);var r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray(e,t):void 0}}function _isNativeReflectConstruct(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],function(){})),!0}catch(e){return!1}}function _createSuper(e){var t=_isNativeReflectConstruct();return function(){var r,n=_getPrototypeOf(e);if(t){var o=_getPrototypeOf(this).constructor;r=Reflect.construct(n,arguments,o)}else r=n.apply(this,arguments);return _possibleConstructorReturn(this,r)}}function create_fragment(e){var t,r=e[3].default,n=_vendor_browser_svelte_internal_index.create_slot(r,e,e[2],null);return{c:function(){n&&n.c()},l:function(e){n&&n.l(e)},m:function(e,r){n&&n.m(e,r),t=!0},p:function(e,o){var i=_slicedToArray(o,1)[0];n&&n.p&&(!t||4&i)&&_vendor_browser_svelte_internal_index.update_slot_base(n,r,e,e[2],t?_vendor_browser_svelte_internal_index.get_slot_changes(r,e[2],i,null):_vendor_browser_svelte_internal_index.get_all_dirty_from_scope(e[2]),null)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(n,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n,e),t=!1},d:function(e){n&&n.d(e)}}}function instance(e,t,r){var n,o=t.$$slots,i=void 0===o?{}:o,s=t.$$scope,a=t.componentKey,_=_vendor_browser_svelte_store_index.writable({componentKey:a});return _vendor_browser_svelte_internal_index.setContext(_lib_browser_common_constants_contextKeys.IDENTITY_CONTEXT_KEY,_),e.$$set=function(e){\"componentKey\"in e&&r(0,a=e.componentKey),\"$$scope\"in e&&r(2,s=e.$$scope)},e.$$.update=function(){1&e.$$.dirty&&r(1,n={componentKey:a}),2&e.$$.dirty&&_.set(n)},[a,n,s,i]}var ContextInjector=function(e){_inherits(r,_vendor_browser_svelte_internal_index.SvelteComponent);var t=_createSuper(r);function r(e){var n;return _classCallCheck(this,r),n=t.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(n),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{componentKey:0}),n}return r}();exports.ContextInjector=ContextInjector;\\n}, {\"548\":548,\"577\":577,\"639\":639}];\\nwindow.modules[\"731\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts=require(727),_lib_sdk_browser__externalConfig_configInterpreters_contextFunctionMap_ts=require(743),_lib_sdk_browser__externalConfig_configInterpreters_getFirstMatch_ts=require(750),_lib_sdk_browser__externalConfig_configInterpreters_initialStates_ts=require(733),NO_CONFIG={};function makeConfigContext(e,t){var r=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},n=arguments.length>3?arguments[3]:void 0,i=arguments.length>4?arguments[4]:void 0,_=arguments.length>5?arguments[5]:void 0;return null==e||!0!==Array.isArray(e)?_lib_sdk_browser__externalConfig_configInterpreters_initialStates_ts.initialConfigContext:e.reduce(function(e,s){var o=_lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts.makeTargetFeature(t,s,_),a=_lib_sdk_browser__externalConfig_configInterpreters_getFirstMatch_ts.getFirstMatch(o,r),g=_lib_sdk_browser__externalConfig_configInterpreters_contextFunctionMap_ts.contextFunctionMap[s];if(\"function\"!=typeof g)return e;var f=r[a];return e[s]=g(f||NO_CONFIG,n,i),e},_lib_sdk_browser__externalConfig_configInterpreters_initialStates_ts.initialConfigContext)}exports.makeConfigContext=makeConfigContext;\\n}, {\"727\":727,\"733\":733,\"743\":743,\"750\":750}];\\nwindow.modules[\"732\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts=require(727),_lib_sdk_browser__externalConfig_featureFlags_isFlaggedOff_ts=require(712);function makeFeatureFlagContext(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[],t=arguments.length>1?arguments[1]:void 0,r=arguments.length>2?arguments[2]:void 0,a=arguments.length>3?arguments[3]:void 0;return e.reduce(function(e,_){var g=_lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts.makeTargetFeature(t,_,a);return e[_]=_lib_sdk_browser__externalConfig_featureFlags_isFlaggedOff_ts.isFlaggedOff(g,r),e},{})}exports.makeFeatureFlagContext=makeFeatureFlagContext;\\n}, {\"712\":712,\"727\":727}];\\nwindow.modules[\"733\"] = [function(require,module,exports){\"use strict\";var _lib_browser_themes_elections_partyColors=require(683),_lib_browser_common_constants_painting=require(643),_lib_sdk_browser__externalConfig_configInterpreters_constants_ts=require(613);function _defineProperty(e,t,o){return t in e?Object.defineProperty(e,t,{value:o,enumerable:!0,configurable:!0,writable:!0}):e[t]=o,e}var _obj,ELECTION_THEME=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.configLayers.ELECTION_THEME,MAP_THEME=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.configLayers.MAP_THEME,initialRoot={candidates:[],listsOfCandidates:[],mode:_lib_browser_common_constants_painting.PaintModes.AHEAD},initialConfigContext=(_defineProperty(_obj={},ELECTION_THEME,{partyColors:{},auxiliaryColors:{},externalConfigStatus:_lib_browser_themes_elections_partyColors.defaultExternalConfigStatus}),_defineProperty(_obj,MAP_THEME,void 0),_obj);exports.initialConfigContext=initialConfigContext,exports.initialRoot=initialRoot;\\n}, {\"613\":613,\"643\":643,\"683\":683}];\\nwindow.modules[\"734\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_lodash_get=require(569),_vendor_browser_lodash_cloneDeep=require(735);function _defineProperty(e,r,t){return r in e?Object.defineProperty(e,r,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[r]=t,e}function _objectSpread(e){for(var r=1;r<arguments.length;r++){var t=null!=arguments[r]?arguments[r]:{},o=Object.keys(t);\"function\"==typeof Object.getOwnPropertySymbols&&(o=o.concat(Object.getOwnPropertySymbols(t).filter(function(e){return Object.getOwnPropertyDescriptor(t,e).enumerable}))),o.forEach(function(r){_defineProperty(e,r,t[r])})}return e}function addMetaOverrides(e,r){var t=_vendor_browser_lodash_cloneDeep.cloneDeep_1(e),o=_vendor_browser_lodash_get.get_1(r,\"content.meta\",{});return o?(Object.keys(o).length>0&&(t.meta=_objectSpread({},t.meta,o)),t):t}exports.addMetaOverrides=addMetaOverrides;\\n}, {\"569\":569,\"735\":735}];\\nwindow.modules[\"735\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_lodash__baseClone=require(1428),CLONE_DEEP_FLAG=1,CLONE_SYMBOLS_FLAG=4;function cloneDeep(e){return _vendor_browser_lodash__baseClone._baseClone(e,CLONE_DEEP_FLAG|CLONE_SYMBOLS_FLAG)}var cloneDeep_1=cloneDeep;exports.cloneDeep_1=cloneDeep_1;\\n}, {\"1428\":1428}];\\nwindow.modules[\"736\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_hashids_esm_hashids=require(737),_lib_sdk_browser__externalConfig_configInterpreters_autoGeneratedPalette_ts=require(738),_lib_sdk_browser__externalConfig_configInterpreters_autoGeneratedPaletteForIncumbentRace_ts=require(740),_lib_sdk_browser__externalConfig_configInterpreters_getCandidateParty_ts=require(739),_lib_sdk_browser__externalConfig_configInterpreters_makeIncumbentPalette_ts=require(741),_lib_sdk_browser__externalConfig_configInterpreters_pullIncumbentOutIfThereIsOne_ts=require(742);function _defineProperty(e,r,t){return r in e?Object.defineProperty(e,r,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[r]=t,e}function _objectSpread(e){for(var r=1;r<arguments.length;r++){var t=null!=arguments[r]?arguments[r]:{},n=Object.keys(t);\"function\"==typeof Object.getOwnPropertySymbols&&(n=n.concat(Object.getOwnPropertySymbols(t).filter(function(e){return Object.getOwnPropertyDescriptor(t,e).enumerable}))),n.forEach(function(r){_defineProperty(e,r,t[r])})}return e}function ownKeys(e,r){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);r&&(n=n.filter(function(r){return Object.getOwnPropertyDescriptor(e,r).enumerable})),t.push.apply(t,n)}return t}function _objectSpreadProps(e,r){return r=null!=r?r:{},Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):ownKeys(Object(r)).forEach(function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))}),e}function makeCandidatesSortedByHash(e){var r=new _vendor_browser_hashids_esm_hashids.Hashids;return e.map(function(e){var t=e.id||e.candidateId;return _objectSpreadProps(_objectSpread({},e),{hash:r.encode(Number(t)).slice(0,3)})}).sort(function(e,r){return e.hash>r.hash?1:-1})}function groupByParty(e){return e.reduce(function(e,r){var t=_lib_sdk_browser__externalConfig_configInterpreters_getCandidateParty_ts.getCandidateParty(r);return e[t]?e[t].push(r):e[t]=[r],e},{})}function assignColors(e){var r=_lib_sdk_browser__externalConfig_configInterpreters_pullIncumbentOutIfThereIsOne_ts.pullIncumbentOutIfThereIsOne(e),t=r.incumbent?_lib_sdk_browser__externalConfig_configInterpreters_autoGeneratedPaletteForIncumbentRace_ts.autoGeneratedPaletteForIncumbentRace:_lib_sdk_browser__externalConfig_configInterpreters_autoGeneratedPalette_ts.autoGeneratedPalette;return _objectSpread({},r.candidates.reduce(function(e,r,n){var o=t[_lib_sdk_browser__externalConfig_configInterpreters_getCandidateParty_ts.getCandidateParty(r)];if(!Array.isArray(o))return e;var a=o.length;return 0===a?e:((r.id||r.candidateId)&&(e[r.id||r.candidateId]=o[n%a].color),e)},{}),_lib_sdk_browser__externalConfig_configInterpreters_makeIncumbentPalette_ts.makeIncumbentPalette(r.incumbent))}function autoAssignColors(e){if(!Array.isArray(e))return{};var r=groupByParty(makeCandidatesSortedByHash(e));return Object.keys(r).map(function(e){return e.toLowerCase()}).reduce(function(e,t){return _objectSpread({},e,assignColors(r[t.toLowerCase()]))},{})}exports.autoAssignColors=autoAssignColors;\\n}, {\"737\":737,\"738\":738,\"739\":739,\"740\":740,\"741\":741,\"742\":742}];\\nwindow.modules[\"737\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_hashids_esm_util=require(1356);function _arrayLikeToArray(e,t){(null==t||t>e.length)&&(t=e.length);for(var r=0,s=new Array(t);r<t;r++)s[r]=e[r];return s}function _arrayWithoutHoles(e){if(Array.isArray(e))return _arrayLikeToArray(e)}function _classCallCheck(e,t){if(!(e instanceof t))throw new TypeError(\"Cannot call a class as a function\")}function _defineProperties(e,t){for(var r=0;r<t.length;r++){var s=t[r];s.enumerable=s.enumerable||!1,s.configurable=!0,\"value\"in s&&(s.writable=!0),Object.defineProperty(e,s.key,s)}}function _createClass(e,t,r){return t&&_defineProperties(e.prototype,t),r&&_defineProperties(e,r),e}function _iterableToArray(e){if(\"undefined\"!=typeof Symbol&&null!=e[Symbol.iterator]||null!=e[\"@@iterator\"])return Array.from(e)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _toConsumableArray(e){return _arrayWithoutHoles(e)||_iterableToArray(e)||_unsupportedIterableToArray(e)||_nonIterableSpread()}var _typeof=function(e){return e&&\"undefined\"!=typeof Symbol&&e.constructor===Symbol?\"symbol\":typeof e};function _unsupportedIterableToArray(e,t){if(e){if(\"string\"==typeof e)return _arrayLikeToArray(e,t);var r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray(e,t):void 0}}var MIN_ALPHABET_LENGTH=16,SEPARATOR_DIV=3.5,GUARD_DIV=12,HEXADECIMAL=16,SPLIT_AT_EVERY_NTH=12,MODULO_PART=100,Hashids=function(){function e(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:\"\",r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:0,s=arguments.length>2&&void 0!==arguments[2]?arguments[2]:\"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ1234567890\",n=arguments.length>3&&void 0!==arguments[3]?arguments[3]:\"cfhistuCFHISTU\";if(_classCallCheck(this,e),this.minLength=r,\"number\"!=typeof r)throw new TypeError(\"Hashids: Provided \\'minLength\\' has to be a number (is \".concat(void 0===r?\"undefined\":_typeof(r),\")\"));if(\"string\"!=typeof t)throw new TypeError(\"Hashids: Provided \\'salt\\' has to be a string (is \".concat(void 0===t?\"undefined\":_typeof(t),\")\"));if(\"string\"!=typeof s)throw new TypeError(\"Hashids: Provided alphabet has to be a string (is \".concat(void 0===s?\"undefined\":_typeof(s),\")\"));var a=Array.from(t),i=Array.from(s),o=Array.from(n);this.salt=a;var h=_vendor_browser_hashids_esm_util.keepUnique(i);if(h.length<MIN_ALPHABET_LENGTH)throw new Error(\"Hashids: alphabet must contain at least \".concat(MIN_ALPHABET_LENGTH,\" unique characters, provided: \").concat(h.join(\"\")));this.alphabet=_vendor_browser_hashids_esm_util.withoutChars(h,o);var l,u,_,d=_vendor_browser_hashids_esm_util.onlyChars(o,h);(this.seps=_vendor_browser_hashids_esm_util.shuffle(d,a),0===this.seps.length||this.alphabet.length/this.seps.length>SEPARATOR_DIV)&&((l=Math.ceil(this.alphabet.length/SEPARATOR_DIV))>this.seps.length&&(u=l-this.seps.length,(_=this.seps).push.apply(_,_toConsumableArray(this.alphabet.slice(0,u))),this.alphabet=this.alphabet.slice(u)));this.alphabet=_vendor_browser_hashids_esm_util.shuffle(this.alphabet,a);var c=Math.ceil(this.alphabet.length/GUARD_DIV);this.alphabet.length<3?(this.guards=this.seps.slice(0,c),this.seps=this.seps.slice(c)):(this.guards=this.alphabet.slice(0,c),this.alphabet=this.alphabet.slice(c)),this.guardsRegExp=_vendor_browser_hashids_esm_util.makeAnyOfCharsRegExp(this.guards),this.sepsRegExp=_vendor_browser_hashids_esm_util.makeAnyOfCharsRegExp(this.seps),this.allowedCharsRegExp=_vendor_browser_hashids_esm_util.makeAtLeastSomeCharRegExp(_toConsumableArray(this.alphabet).concat(_toConsumableArray(this.guards),_toConsumableArray(this.seps)))}return _createClass(e,[{key:\"encode\",value:function(e){for(var t=arguments.length,r=new Array(t>1?t-1:0),s=1;s<t;s++)r[s-1]=arguments[s];var n=Array.isArray(e)?e:_toConsumableArray(null!=e?[e]:[]).concat(_toConsumableArray(r));return 0===n.length?\"\":(n.every(_vendor_browser_hashids_esm_util.isIntegerNumber)||(n=n.map(function(e){return\"bigint\"===(void 0===e?\"undefined\":_typeof(e))||\"number\"==typeof e?e:_vendor_browser_hashids_esm_util.safeParseInt10(String(e))})),n.every(_vendor_browser_hashids_esm_util.isPositiveAndFinite)?this._encode(n).join(\"\"):\"\")}},{key:\"decode\",value:function(e){return e&&\"string\"==typeof e&&0!==e.length?this._decode(e):[]}},{key:\"encodeHex\",value:function(e){var t=e;switch(void 0===t?\"undefined\":_typeof(t)){case\"bigint\":t=t.toString(HEXADECIMAL);break;case\"string\":if(!/^[\\\\dA-Fa-f]+$/.test(t))return\"\";break;default:throw new Error(\"Hashids: The provided value is neither a string, nor a BigInt (got: \".concat(void 0===t?\"undefined\":_typeof(t),\")\"))}var r=_vendor_browser_hashids_esm_util.splitAtIntervalAndMap(t,SPLIT_AT_EVERY_NTH,function(e){return Number.parseInt(\"1\".concat(e),16)});return this.encode(r)}},{key:\"decodeHex\",value:function(e){return this.decode(e).map(function(e){return e.toString(HEXADECIMAL).slice(1)}).join(\"\")}},{key:\"isValidId\",value:function(e){return this.allowedCharsRegExp.test(e)}},{key:\"_encode\",value:function(e){var t=this,r=this.alphabet,s=e.reduce(function(e,t,r){return e+(\"bigint\"===(void 0===t?\"undefined\":_typeof(t))?Number(t%BigInt(r+MODULO_PART)):t%(r+MODULO_PART))},0),n=[r[s%r.length]],a=_toConsumableArray(n),i=this.seps,o=this.guards;if(e.forEach(function(s,o){var h,l=a.concat(t.salt,r);r=_vendor_browser_hashids_esm_util.shuffle(r,l);var u=_vendor_browser_hashids_esm_util.toAlphabet(s,r);if((h=n).push.apply(h,_toConsumableArray(u)),o+1<e.length){var _=u[0].codePointAt(0)+o,d=\"bigint\"===(void 0===s?\"undefined\":_typeof(s))?Number(s%BigInt(_)):s%_;n.push(i[d%i.length])}}),n.length<this.minLength){var h=(s+n[0].codePointAt(0))%o.length;if(n.unshift(o[h]),n.length<this.minLength){var l=(s+n[2].codePointAt(0))%o.length;n.push(o[l])}}for(var u=Math.floor(r.length/2);n.length<this.minLength;){var _,d;r=_vendor_browser_hashids_esm_util.shuffle(r,r),(_=n).unshift.apply(_,_toConsumableArray(r.slice(u))),(d=n).push.apply(d,_toConsumableArray(r.slice(0,u)));var c=n.length-this.minLength;if(c>0){var p=c/2;n=n.slice(p,p+this.minLength)}}return n}},{key:\"_decode\",value:function(e){if(!this.isValidId(e))throw new Error(\"The provided ID (\".concat(e,\") is invalid, as it contains characters that do not exist in the alphabet (\").concat(this.guards.join(\"\")).concat(this.seps.join(\"\")).concat(this.alphabet.join(\"\"),\")\"));var t=e.split(this.guardsRegExp),r=t[3===t.length||2===t.length?1:0];if(0===r.length)return[];var s=r[Symbol.iterator]().next().value,n=r.slice(s.length).split(this.sepsRegExp),a=this.alphabet,i=[],o=!0,h=!1,l=void 0;try{for(var u,_=n[Symbol.iterator]();!(o=(u=_.next()).done);o=!0){var d=u.value,c=[s].concat(_toConsumableArray(this.salt),_toConsumableArray(a)),p=_vendor_browser_hashids_esm_util.shuffle(a,c.slice(0,a.length));i.push(_vendor_browser_hashids_esm_util.fromAlphabet(Array.from(d),p)),a=p}}catch(e){h=!0,l=e}finally{try{o||null==_.return||_.return()}finally{if(h)throw l}}return this._encode(i).join(\"\")!==e?[]:i}}]),e}();exports.Hashids=Hashids;\\n}, {\"1356\":1356}];\\nwindow.modules[\"738\"] = [function(require,module,exports){\"use strict\";var autoGeneratedPalette={dem:[{color:\"#00268f\",place:1,rank:1},{color:\"#164ec8\",place:2,rank:2},{color:\"#337cf3\",place:3,rank:3},{color:\"#0633a3\",place:4,rank:4},{color:\"#0e40b6\",place:5,rank:5},{color:\"#1f5dd9\",place:6,rank:6},{color:\"#296ce8\",place:7,rank:7},{color:\"#3e8ef6\",place:8,rank:8},{rank:1.25,place:16,color:\"#022a94\"},{rank:1.5,place:9,color:\"#032d99\"},{rank:1.75,place:17,color:\"#05309e\"},{rank:2.25,place:18,color:\"#0837a8\"},{rank:2.5,place:10,color:\"#0a3aad\"},{rank:2.75,place:19,color:\"#0c3db2\"},{rank:3.25,place:20,color:\"#1044bb\"},{rank:3.5,place:11,color:\"#1247bf\"},{rank:3.75,place:21,color:\"#144bc4\"},{rank:4.25,place:22,color:\"#1952cd\"},{rank:4.5,place:12,color:\"#1b56d1\"},{rank:4.75,place:23,color:\"#1d5ad5\"},{rank:5.25,place:24,color:\"#2261dd\"},{rank:5.5,place:13,color:\"#2465e1\"},{rank:5.75,place:25,color:\"#2769e5\"},{rank:6.25,place:26,color:\"#2c70eb\"},{rank:6.5,place:14,color:\"#2e74ee\"},{rank:6.75,place:27,color:\"#3178f1\"},{rank:7.25,place:28,color:\"#3681f4\"},{rank:7.5,place:15,color:\"#3985f5\"},{rank:7.75,place:29,color:\"#3c8af6\"},{rank:1.125,place:30,color:\"#012892\"}],rep:[{color:\"#7A0000\",place:1,rank:1},{color:\"#B1231C\",place:2,rank:2},{color:\"#E34D47\",place:3,rank:3},{color:\"#8E0706\",place:4,rank:4},{color:\"#A01510\",place:5,rank:5},{color:\"#C23129\",place:6,rank:6},{color:\"#D33F38\",place:7,rank:7},{color:\"#F25B58\",place:8,rank:8},{rank:1.25,place:16,color:\"#7f0202\"},{rank:1.5,place:9,color:\"#840403\"},{rank:1.75,place:17,color:\"#890605\"},{rank:2.25,place:18,color:\"#930b09\"},{rank:2.5,place:10,color:\"#970e0b\"},{rank:2.75,place:19,color:\"#9c120e\"},{rank:3.25,place:20,color:\"#a51913\"},{rank:3.5,place:11,color:\"#a91c16\"},{rank:3.75,place:21,color:\"#ad2019\"},{rank:4.25,place:22,color:\"#b62720\"},{rank:4.5,place:12,color:\"#ba2a23\"},{rank:4.75,place:23,color:\"#be2e26\"},{rank:5.25,place:24,color:\"#c7352d\"},{rank:5.5,place:13,color:\"#cb3831\"},{rank:5.75,place:25,color:\"#cf3c35\"},{rank:6.25,place:26,color:\"#d7433c\"},{rank:6.5,place:14,color:\"#db4640\"},{rank:6.75,place:27,color:\"#df4a44\"},{rank:7.25,place:28,color:\"#e7514c\"},{rank:7.5,place:15,color:\"#eb5450\"},{rank:7.75,place:29,color:\"#ef5854\"},{rank:1.125,place:30,color:\"#7d0101\"}]};autoGeneratedPalette.d=autoGeneratedPalette.dem,autoGeneratedPalette.r=autoGeneratedPalette.rep,exports.autoGeneratedPalette=autoGeneratedPalette;\\n}, {}];\\nwindow.modules[\"739\"] = [function(require,module,exports){\"use strict\";function getCandidateParty(t){var a;return(null==t?void 0:t.party)||(null==t?void 0:t.majorPartyId)||(null==t?void 0:null===(a=t.majorParty)||void 0===a?void 0:a.toLowerCase())}exports.getCandidateParty=getCandidateParty;\\n}, {}];\\nwindow.modules[\"740\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_configInterpreters_autoGeneratedPalette_ts=require(738),autoGeneratedPaletteForIncumbentRace={rep:_lib_sdk_browser__externalConfig_configInterpreters_autoGeneratedPalette_ts.autoGeneratedPalette.rep.filter(function(e,t){return 2!==t}),dem:_lib_sdk_browser__externalConfig_configInterpreters_autoGeneratedPalette_ts.autoGeneratedPalette.dem.filter(function(e,t){return 1!==t})};autoGeneratedPaletteForIncumbentRace.r=autoGeneratedPaletteForIncumbentRace.rep,autoGeneratedPaletteForIncumbentRace.d=autoGeneratedPaletteForIncumbentRace.dem,exports.autoGeneratedPaletteForIncumbentRace=autoGeneratedPaletteForIncumbentRace;\\n}, {\"738\":738}];\\nwindow.modules[\"741\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_helpers_colors=require(682),_lib_sdk_browser__externalConfig_configInterpreters_getCandidateParty_ts=require(739);function _arrayLikeToArray(r,e){(null==e||e>r.length)&&(e=r.length);for(var t=0,o=new Array(e);t<e;t++)o[t]=r[t];return o}function _arrayWithHoles(r){if(Array.isArray(r))return r}function _defineProperty(r,e,t){return e in r?Object.defineProperty(r,e,{value:t,enumerable:!0,configurable:!0,writable:!0}):r[e]=t,r}function _iterableToArrayLimit(r,e){var t=null==r?null:\"undefined\"!=typeof Symbol&&r[Symbol.iterator]||r[\"@@iterator\"];if(null!=t){var o,n,a=[],l=!0,i=!1;try{for(t=t.call(r);!(l=(o=t.next()).done)&&(a.push(o.value),!e||a.length!==e);l=!0);}catch(r){i=!0,n=r}finally{try{l||null==t.return||t.return()}finally{if(i)throw n}}return a}}function _nonIterableRest(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _slicedToArray(r,e){return _arrayWithHoles(r)||_iterableToArrayLimit(r,e)||_unsupportedIterableToArray(r,e)||_nonIterableRest()}function _unsupportedIterableToArray(r,e){if(r){if(\"string\"==typeof r)return _arrayLikeToArray(r,e);var t=Object.prototype.toString.call(r).slice(8,-1);return\"Object\"===t&&r.constructor&&(t=r.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray(r,e):void 0}}function makeIncumbentPalette(r){if(!r)return{};var e=_slicedToArray(r,1)[0];return _defineProperty({},(null==e?void 0:e.id)||(null==e?void 0:e.candidateId),null===_lib_browser_common_helpers_colors.colors||void 0===_lib_browser_common_helpers_colors.colors?void 0:_lib_browser_common_helpers_colors.colors.partyColors[_lib_sdk_browser__externalConfig_configInterpreters_getCandidateParty_ts.getCandidateParty(e)])}exports.makeIncumbentPalette=makeIncumbentPalette;\\n}, {\"682\":682,\"739\":739}];\\nwindow.modules[\"742\"] = [function(require,module,exports){\"use strict\";function pullIncumbentOutIfThereIsOne(n){if(Array.isArray(n)){var e=n.filter(function(n){return(null==n?void 0:n.isIncumbent)||(null==n?void 0:n.incumbent)});return e.length>1||0===e.length?{incumbent:null,candidates:n}:{incumbent:e,candidates:n.filter(function(n){return!(null==n?void 0:n.isIncumbent)&&!(null==n?void 0:n.incumbent)})}}return{incumbent:null,candidates:n}}exports.pullIncumbentOutIfThereIsOne=pullIncumbentOutIfThereIsOne;\\n}, {}];\\nwindow.modules[\"743\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_configInterpreters_constants_ts=require(613),_lib_sdk_browser__externalConfig_configInterpreters_getPoliticalColors_ts=require(744),_lib_sdk_browser__externalConfig_configInterpreters_getMapPoliticalColors_ts=require(745);function _defineProperty(e,r,t){return r in e?Object.defineProperty(e,r,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[r]=t,e}var _obj,ELECTION_THEME=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.configLayers.ELECTION_THEME,MAP_THEME=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.configLayers.MAP_THEME,contextFunctionMap=(_defineProperty(_obj={},ELECTION_THEME,_lib_sdk_browser__externalConfig_configInterpreters_getPoliticalColors_ts.getPoliticalColors),_defineProperty(_obj,MAP_THEME,_lib_sdk_browser__externalConfig_configInterpreters_getMapPoliticalColors_ts.getMapPoliticalColors),_obj);exports.contextFunctionMap=contextFunctionMap;\\n}, {\"613\":613,\"744\":744,\"745\":745}];\\nwindow.modules[\"744\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_helpers_colors=require(682),_vendor_browser_lodash_get=require(569),_lib_sdk_browser__externalConfig_configInterpreters_autoAssignColors_ts=require(736),_lib_sdk_browser__externalConfig_configInterpreters_constants_ts=require(613);function _defineProperty(r,e,o){return e in r?Object.defineProperty(r,e,{value:o,enumerable:!0,configurable:!0,writable:!0}):r[e]=o,r}function _objectSpread(r){for(var e=1;e<arguments.length;e++){var o=null!=arguments[e]?arguments[e]:{},t=Object.keys(o);\"function\"==typeof Object.getOwnPropertySymbols&&(t=t.concat(Object.getOwnPropertySymbols(o).filter(function(r){return Object.getOwnPropertyDescriptor(o,r).enumerable}))),t.forEach(function(e){_defineProperty(r,e,o[e])})}return r}var PRIMARIES_AUTO_ASSIGN=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.colorOverrideOptions.PRIMARIES_AUTO_ASSIGN,OVERRIDE=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.colorOverrideOptions.OVERRIDE;function getPoliticalColors(r,e,o){var t={},s={},_=_lib_browser_common_helpers_colors.colors.partyColors,n=_lib_browser_common_helpers_colors.colors.auxiliaryColors,l=_lib_browser_common_helpers_colors.colors.externalConfigStatus,i=_vendor_browser_lodash_get.get_1(e,\"candidates\",[]);switch(_vendor_browser_lodash_get.get_1(r,\"option\")){case PRIMARIES_AUTO_ASSIGN:t=_lib_sdk_browser__externalConfig_configInterpreters_autoAssignColors_ts.autoAssignColors(i);break;case OVERRIDE:t=_vendor_browser_lodash_get.get_1(r,\"content.partyColors\",{}),s=_vendor_browser_lodash_get.get_1(r,\"content.auxiliaryColors\",{})}return{partyColors:_objectSpread({},_,t),auxiliaryColors:_objectSpread({},n,s),externalConfigStatus:_objectSpread({},l,o)}}exports.getPoliticalColors=getPoliticalColors;\\n}, {\"569\":569,\"613\":613,\"682\":682,\"736\":736}];\\nwindow.modules[\"745\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_lodash_get=require(569),_lib_browser_common_helpers_mapColors=require(700),_lib_browser_common_helpers_blankMapColors=require(680),_lib_sdk_browser__externalConfig_configInterpreters_constants_ts=require(613),_lib_sdk_browser__externalConfig_configInterpreters_getCompleteMapPalette_ts=require(749),_vendor_browser_lodash_lodash=require(570),_lib_sdk_browser__externalConfig_configInterpreters_addMetaOverrides_ts=require(734),PRIMARIES_AUTO_ASSIGN=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.colorOverrideOptions.PRIMARIES_AUTO_ASSIGN,OVERRIDE=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.colorOverrideOptions.OVERRIDE;function getMapPoliticalColors(e,r,o){if(!(null==o?void 0:o.hasReceivedExternalConfig))return _vendor_browser_lodash_lodash.lodash.cloneDeep(_lib_browser_common_helpers_blankMapColors.blankMapColors);var _=_vendor_browser_lodash_lodash.lodash.cloneDeep(_lib_browser_common_helpers_mapColors.mapColors),s={},t=_vendor_browser_lodash_get.get_1(r,\"listsOfCandidates\",[]),l=_vendor_browser_lodash_get.get_1(r,\"mode\");switch(_vendor_browser_lodash_get.get_1(e,\"option\")){case PRIMARIES_AUTO_ASSIGN:s=_lib_sdk_browser__externalConfig_configInterpreters_getCompleteMapPalette_ts.getCompleteMapPalette(t,l);break;case OVERRIDE:s=_vendor_browser_lodash_get.get_1(e,\"content.mapTheme\",{})}var n=Object.assign({},_vendor_browser_lodash_get.get_1(_,\"topics.generals\",{})),a=Object.keys(s).reduce(function(e,r){return e[r]=s[r],e},n);return _.topics.generals=a,_lib_sdk_browser__externalConfig_configInterpreters_addMetaOverrides_ts.addMetaOverrides(_,e)}exports.getMapPoliticalColors=getMapPoliticalColors;\\n}, {\"569\":569,\"570\":570,\"613\":613,\"680\":680,\"700\":700,\"734\":734,\"749\":749}];\\nwindow.modules[\"746\"] = [function(require,module,exports){\"use strict\";function getBopBarColor(o,r){var t;return r.partyColors[null===(t=String(o))||void 0===t?void 0:t.toLowerCase()]||r.partyColors.other}exports.getBopBarColor=getBopBarColor;\\n}, {}];\\nwindow.modules[\"748\"] = [function(require,module,exports){\"use strict\";function shouldSuppressColors(o){var r,e,l=null==o?void 0:null===(r=o.externalConfigStatus)||void 0===r?void 0:r.suppressColorsUntilConfig,s=null==o?void 0:null===(e=o.externalConfigStatus)||void 0===e?void 0:e.hasReceivedExternalConfig;return!(!l||s)}function getNoRenderColor(o,r){var e;if(r)return r;var l=null==o?void 0:null===(e=o.externalConfigStatus)||void 0===e?void 0:e.noRenderColor;return l||\"\"}function getFallbackColorIfSuppressingColors(o,r){return shouldSuppressColors(o)?getNoRenderColor(o,r):\"\"}exports.getFallbackColorIfSuppressingColors=getFallbackColorIfSuppressingColors,exports.getNoRenderColor=getNoRenderColor,exports.shouldSuppressColors=shouldSuppressColors;\\n}, {}];\\nwindow.modules[\"749\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_constants_painting=require(643),_lib_sdk_browser__externalConfig_configInterpreters_autoAssignColors_ts=require(736),AHEAD_SINGLE_BUCKET=_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET,PROJECTION=_lib_browser_common_constants_painting.PaintModes.PROJECTION;function makeStructPalette(e,t){return Object.keys(e).reduce(function(r,s){var n={};switch(t){case AHEAD_SINGLE_BUCKET:n={palettes:[{type:t,shades:[{value:e[s],desc:\"0%+\",type:\"0+\"}]}]};break;case PROJECTION:n={palettes:[{type:t,shades:[{value:e[s],type:\"win\"},{value:null,type:\"flip\"}]}]};break;default:return{}}return r[s]=n,r},{})}function getCompleteMapPalette(e,t){return t&&Array.isArray(e)?makeStructPalette(e.reduce(function(e,t){var r=_lib_sdk_browser__externalConfig_configInterpreters_autoAssignColors_ts.autoAssignColors(t);return Object.keys(r).forEach(function(t){e[t]||(e[t]=r[t])}),e},{}),t):{}}exports.getCompleteMapPalette=getCompleteMapPalette;\\n}, {\"643\":643,\"736\":736}];\\nwindow.modules[\"750\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_minimatchBrowser_minimatch=require(751),_lib_sdk_browser__externalConfig_constants_ts=require(729);function getFirstMatch(r,t){if(!t)return\"\";for(var e=Object.keys(t),n=e.length,s=\"\".concat(_lib_sdk_browser__externalConfig_constants_ts.COLOR_OVERRIDE_VERB,\"-\").concat(r),i=0;i<n;i++){var _=e[i];if(_vendor_browser_minimatchBrowser_minimatch.minimatch_1(s,_))return _}return\"\"}exports.getFirstMatch=getFirstMatch;\\n}, {\"729\":729,\"751\":751}];\\nwindow.modules[\"751\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_braceExpansion_index=require(1073);function _instanceof(t,e){return null!=e&&\"undefined\"!=typeof Symbol&&e[Symbol.hasInstance]?!!e[Symbol.hasInstance](t):t instanceof e}var minimatch_1=minimatch;minimatch.Minimatch=Minimatch;var GLOBSTAR=minimatch.GLOBSTAR=Minimatch.GLOBSTAR={},plTypes={\"!\":{open:\"(?:(?!(?:\",close:\"))[^/]*?)\"},\"?\":{open:\"(?:\",close:\")?\"},\"+\":{open:\"(?:\",close:\")+\"},\"*\":{open:\"(?:\",close:\")*\"},\"@\":{open:\"(?:\",close:\")\"}},qmark=\"[^/]\",star=qmark+\"*?\",twoStarDot=\"(?:(?!(?:\\\\\\\\/|^)(?:\\\\\\\\.{1,2})($|\\\\\\\\/)).)*?\",twoStarNoDot=\"(?:(?!(?:\\\\\\\\/|^)\\\\\\\\.).)*?\",reSpecials=charSet(\"().*{}+?[]^$\\\\\\\\!\");function charSet(t){return t.split(\"\").reduce(function(t,e){return t[e]=!0,t},{})}var slashSplit=/\\\\/+/;function filter(t,e){return e=e||{},function(n,i,r){return minimatch(n,t,e)}}function ext(t,e){t=t||{},e=e||{};var n={};return Object.keys(e).forEach(function(t){n[t]=e[t]}),Object.keys(t).forEach(function(e){n[e]=t[e]}),n}function minimatch(t,e,n){if(\"string\"!=typeof e)throw new TypeError(\"glob pattern string required\");return n||(n={}),!(!n.nocomment&&\"#\"===e.charAt(0))&&(\"\"===e.trim()?\"\"===t:new Minimatch(e,n).match(t))}function Minimatch(t,e){if(!_instanceof(this,Minimatch))return new Minimatch(t,e);if(\"string\"!=typeof t)throw new TypeError(\"glob pattern string required\");e||(e={}),t=t.trim(),this.options=e,this.set=[],this.pattern=t,this.regexp=null,this.negate=!1,this.comment=!1,this.empty=!1,this.make()}function make(){if(!this._made){var t=this.pattern,e=this.options;if(e.nocomment||\"#\"!==t.charAt(0))if(t){this.parseNegate();var n=this.globSet=this.braceExpand();e.debug&&(this.debug=console.error),this.debug(this.pattern,n),n=this.globParts=n.map(function(t){return t.split(slashSplit)}),this.debug(this.pattern,n),n=n.map(function(t,e,n){return t.map(this.parse,this)},this),this.debug(this.pattern,n),n=n.filter(function(t){return-1===t.indexOf(!1)}),this.debug(this.pattern,n),this.set=n}else this.empty=!0;else this.comment=!0}}function parseNegate(){var t=this.pattern,e=!1,n=0;if(!this.options.nonegate){for(var i=0,r=t.length;i<r&&\"!\"===t.charAt(i);i++)e=!e,n++;n&&(this.pattern=t.substr(n)),this.negate=e}}function braceExpand(t,e){if(e||(e=_instanceof(this,Minimatch)?this.options:{}),void 0===(t=void 0===t?this.pattern:t))throw new TypeError(\"undefined pattern\");return e.nobrace||!t.match(/\\\\{.*\\\\}/)?[t]:_vendor_browser_braceExpansion_index.braceExpansion(t)}minimatch.filter=filter,minimatch.defaults=function(t){if(!t||!Object.keys(t).length)return minimatch;var e=minimatch,n=function(n,i,r){return e.minimatch(n,i,ext(t,r))};return n.Minimatch=function(n,i){return new e.Minimatch(n,ext(t,i))},n},Minimatch.defaults=function(t){return t&&Object.keys(t).length?minimatch.defaults(t).Minimatch:Minimatch},Minimatch.prototype.debug=function(){},Minimatch.prototype.make=make,Minimatch.prototype.parseNegate=parseNegate,minimatch.braceExpand=function(t,e){return braceExpand(t,e)},Minimatch.prototype.braceExpand=braceExpand,Minimatch.prototype.parse=parse;var SUBPARSE={};function parse(t,e){var n=function(){if(r){switch(r){case\"*\":s+=star,c=!0;break;case\"?\":s+=qmark,c=!0;break;default:s+=\"\\\\\\\\\"+r}g.debug(\"clearStateChar %j %j\",r,s),r=!1}};if(t.length>65536)throw new TypeError(\"pattern is too long\");var i=this.options;if(!i.noglobstar&&\"**\"===t)return GLOBSTAR;if(\"\"===t)return\"\";for(var r,a,s=\"\",c=!!i.nocase,o=!1,h=[],u=[],p=!1,m=-1,f=-1,l=\".\"===t.charAt(0)?\"\":i.dot?\"(?!(?:^|\\\\\\\\/)\\\\\\\\.{1,2}(?:$|\\\\\\\\/))\":\"(?!\\\\\\\\.)\",g=this,d=0,b=t.length;d<b&&(a=t.charAt(d));d++)if(this.debug(\"%s\\\\t%s %s %j\",t,d,s,a),o&&reSpecials[a])s+=\"\\\\\\\\\"+a,o=!1;else switch(a){case\"/\":return!1;case\"\\\\\\\\\":n(),o=!0;continue;case\"?\":case\"*\":case\"+\":case\"@\":case\"!\":if(this.debug(\"%s\\\\t%s %s %j <-- stateChar\",t,d,s,a),p){this.debug(\"  in class\"),\"!\"===a&&d===f+1&&(a=\"^\"),s+=a;continue}g.debug(\"call clearStateChar %j\",r),n(),r=a,i.noext&&n();continue;case\"(\":if(p){s+=\"(\";continue}if(!r){s+=\"\\\\\\\\(\";continue}h.push({type:r,start:d-1,reStart:s.length,open:plTypes[r].open,close:plTypes[r].close}),s+=\"!\"===r?\"(?:(?!(?:\":\"(?:\",this.debug(\"plType %j %j\",r,s),r=!1;continue;case\")\":if(p||!h.length){s+=\"\\\\\\\\)\";continue}n(),c=!0;var v=h.pop();s+=v.close,\"!\"===v.type&&u.push(v),v.reEnd=s.length;continue;case\"|\":if(p||!h.length||o){s+=\"\\\\\\\\|\",o=!1;continue}n(),s+=\"|\";continue;case\"[\":if(n(),p){s+=\"\\\\\\\\\"+a;continue}p=!0,f=d,m=s.length,s+=a;continue;case\"]\":if(d===f+1||!p){s+=\"\\\\\\\\\"+a,o=!1;continue}if(p){var S=t.substring(f+1,d);try{RegExp(\"[\"+S+\"]\")}catch(t){var y=this.parse(S,SUBPARSE);s=s.substr(0,m)+\"\\\\\\\\[\"+y[0]+\"\\\\\\\\]\",c=c||y[1],p=!1;continue}}c=!0,p=!1,s+=a;continue;default:n(),o?o=!1:!reSpecials[a]||\"^\"===a&&p||(s+=\"\\\\\\\\\"),s+=a}for(p&&(S=t.substr(f+1),y=this.parse(S,SUBPARSE),s=s.substr(0,m)+\"\\\\\\\\[\"+y[0],c=c||y[1]),v=h.pop();v;v=h.pop()){var x=s.slice(v.reStart+v.open.length);this.debug(\"setting tail\",s,v),x=x.replace(/((?:\\\\\\\\{2}){0,64})(\\\\\\\\?)\\\\|/g,function(t,e,n){return n||(n=\"\\\\\\\\\"),e+e+n+\"|\"}),this.debug(\"tail=%j\\\\n   %s\",x,x,v,s);var E=\"*\"===v.type?star:\"?\"===v.type?qmark:\"\\\\\\\\\"+v.type;c=!0,s=s.slice(0,v.reStart)+E+\"\\\\\\\\(\"+x}n(),o&&(s+=\"\\\\\\\\\\\\\\\\\");var w=!1;switch(s.charAt(0)){case\".\":case\"[\":case\"(\":w=!0}for(var M=u.length-1;M>-1;M--){var R=u[M],k=s.slice(0,R.reStart),A=s.slice(R.reStart,R.reEnd-8),O=s.slice(R.reEnd-8,R.reEnd),_=s.slice(R.reEnd);O+=_;var j=k.split(\"(\").length-1,T=_;for(d=0;d<j;d++)T=T.replace(/\\\\)[+*?]?/,\"\");var B=\"\";\"\"===(_=T)&&e!==SUBPARSE&&(B=\"$\"),s=k+A+_+B+O}if(\"\"!==s&&c&&(s=\"(?=.)\"+s),w&&(s=l+s),e===SUBPARSE)return[s,c];if(!c)return globUnescape(t);var $=i.nocase?\"i\":\"\";try{var L=new RegExp(\"^\"+s+\"$\",$)}catch(t){return new RegExp(\"$.\")}return L._glob=t,L._src=s,L}function makeRe(){if(this.regexp||!1===this.regexp)return this.regexp;var t=this.set;if(!t.length)return this.regexp=!1,this.regexp;var e=this.options,n=e.noglobstar?star:e.dot?twoStarDot:twoStarNoDot,i=e.nocase?\"i\":\"\",r=t.map(function(t){return t.map(function(t){return t===GLOBSTAR?n:\"string\"==typeof t?regExpEscape(t):t._src}).join(\"\\\\\\\\/\")}).join(\"|\");r=\"^(?:\"+r+\")$\",this.negate&&(r=\"^(?!\"+r+\").*$\");try{this.regexp=new RegExp(r,i)}catch(t){this.regexp=!1}return this.regexp}function match(t,e){if(this.debug(\"match\",t,this.pattern),this.comment)return!1;if(this.empty)return\"\"===t;if(\"/\"===t&&e)return!0;var n=this.options;t=t.split(slashSplit),this.debug(this.pattern,\"split\",t);var i,r,a=this.set;for(this.debug(this.pattern,\"set\",a),r=t.length-1;r>=0&&!(i=t[r]);r--);for(r=0;r<a.length;r++){var s=a[r],c=t;if(n.matchBase&&1===s.length&&(c=[i]),this.matchOne(c,s,e))return!!n.flipNegate||!this.negate}return!n.flipNegate&&this.negate}function globUnescape(t){return t.replace(/\\\\\\\\(.)/g,\"$1\")}function regExpEscape(t){return t.replace(/[-[\\\\]{}()*+?.,\\\\\\\\^$|#\\\\s]/g,\"\\\\\\\\$&\")}minimatch.makeRe=function(t,e){return new Minimatch(t,e||{}).makeRe()},Minimatch.prototype.makeRe=makeRe,minimatch.match=function(t,e,n){var i=new Minimatch(e,n=n||{});return t=t.filter(function(t){return i.match(t)}),i.options.nonull&&!t.length&&t.push(e),t},Minimatch.prototype.match=match,Minimatch.prototype.matchOne=function(t,e,n){var i=this.options;this.debug(\"matchOne\",{this:this,file:t,pattern:e}),this.debug(\"matchOne\",t.length,e.length);for(var r=0,a=0,s=t.length,c=e.length;r<s&&a<c;r++,a++){this.debug(\"matchOne loop\");var o,h=e[a],u=t[r];if(this.debug(e,h,u),!1===h)return!1;if(h===GLOBSTAR){this.debug(\"GLOBSTAR\",[e,h,u]);var p=r,m=a+1;if(m===c){for(this.debug(\"** at the end\");r<s;r++)if(\".\"===t[r]||\"..\"===t[r]||!i.dot&&\".\"===t[r].charAt(0))return!1;return!0}for(;p<s;){var f=t[p];if(this.debug(\"\\\\nglobstar while\",t,p,e,m,f),this.matchOne(t.slice(p),e.slice(m),n))return this.debug(\"globstar found match!\",p,s,f),!0;if(\".\"===f||\"..\"===f||!i.dot&&\".\"===f.charAt(0)){this.debug(\"dot detected!\",t,p,e,m);break}this.debug(\"globstar swallow a segment, and continue\"),p++}return!(!n||(this.debug(\"\\\\n>>> no match, partial?\",t,p,e,m),p!==s))}if(\"string\"==typeof h?(o=i.nocase?u.toLowerCase()===h.toLowerCase():u===h,this.debug(\"string match\",h,u,o)):(o=u.match(h),this.debug(\"pattern match\",h,u,o)),!o)return!1}if(r===s&&a===c)return!0;if(r===s)return n;if(a===c)return r===s-1&&\"\"===t[r];throw new Error(\"wtf?\")},exports.minimatch_1=minimatch_1;\\n}, {\"1073\":1073}];\\nwindow.modules[\"752\"] = [function(require,module,exports){\"use strict\";var _lib_sdk_browser__externalConfig_configInterpreters_getColor_ts=require(614);function getWinnerPartyColor(r,e){var t=arguments.length>2&&void 0!==arguments[2]?arguments[2]:\"\";return r&&r.winner&&(t=_lib_sdk_browser__externalConfig_configInterpreters_getColor_ts.getColor(r.winner,e)),t}exports.getWinnerPartyColor=getWinnerPartyColor;\\n}, {\"614\":614}];\\nwindow.modules[\"753\"] = [function(require,module,exports){\"use strict\";function shouldSuppressFeatures(s,e){return(null==e||!e.denySuppression)&&!(!(null==e?void 0:e.suppressFeaturesUntilConfig)||s)}exports.shouldSuppressFeatures=shouldSuppressFeatures;\\n}, {}];\\nwindow.modules[\"754\"] = [function(require,module,exports){\"use strict\";var _lib_browser_common_constants_contextKeys=require(639);require(703),require(757),require(758),require(759),require(548),require(567),require(726),require(751);var _lib_sdk_browser__browser_splitAndFilterConfig_ts=require(728);function setContextFromOverrideConfig(e,r){var s=_lib_sdk_browser__browser_splitAndFilterConfig_ts.splitAndFilterConfig(r),o=s.featureFlagsData,t=void 0===o?{}:o,n=s.colorOverridesData,i=void 0===n?{}:n,_=s.lastUpdated;return e.get(_lib_browser_common_constants_contextKeys.FEATURE_FLAGS_CONTEXT_KEY).set(t),e.get(_lib_browser_common_constants_contextKeys.COLOR_OVERRIDES_CONTEXT_KEY).set(i),e.get(_lib_browser_common_constants_contextKeys.EXTERNAL_CONFIG_LAST_UPDATED).set(_),{featureFlagsData:t,colorOverridesData:i,lastUpdated:_}}exports.setContextFromOverrideConfig=setContextFromOverrideConfig;\\n}, {\"548\":548,\"567\":567,\"639\":639,\"703\":703,\"726\":726,\"728\":728,\"751\":751,\"757\":757,\"758\":758,\"759\":759}];\\nwindow.modules[\"755\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),_lib_browser_common_constants_contextKeys=require(639),_lib_sdk_browser__externalConfig_featureFlags_makeTargetFeature_ts=require(727),_lib_sdk_browser__externalConfig_featureFlags_isFlaggedOff_ts=require(712),_lib_sdk_browser__externalConfig_configInterpreters_shouldSuppressFeatures_ts=require(753);function _arrayLikeToArray(e,r){(null==r||r>e.length)&&(r=e.length);for(var t=0,n=new Array(r);t<r;t++)n[t]=e[t];return n}function _arrayWithHoles(e){if(Array.isArray(e))return e}function _assertThisInitialized(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck(e,r){if(!(e instanceof r))throw new TypeError(\"Cannot call a class as a function\")}function _defineProperty(e,r,t){return r in e?Object.defineProperty(e,r,{value:t,enumerable:!0,configurable:!0,writable:!0}):e[r]=t,e}function 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r=1;r<arguments.length;r++){var t=null!=arguments[r]?arguments[r]:{},n=Object.keys(t);\"function\"==typeof Object.getOwnPropertySymbols&&(n=n.concat(Object.getOwnPropertySymbols(t).filter(function(e){return Object.getOwnPropertyDescriptor(t,e).enumerable}))),n.forEach(function(r){_defineProperty(e,r,t[r])})}return e}function ownKeys(e,r){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);r&&(n=n.filter(function(r){return Object.getOwnPropertyDescriptor(e,r).enumerable})),t.push.apply(t,n)}return t}function _objectSpreadProps(e,r){return r=null!=r?r:{},Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):ownKeys(Object(r)).forEach(function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))}),e}function _possibleConstructorReturn(e,r){return!r||\"object\"!==_typeof(r)&&\"function\"!=typeof r?_assertThisInitialized(e):r}function 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create_if_block_1(e){var r,t=e[15].default,n=_vendor_browser_svelte_internal_index.create_slot(t,e,e[14],null);return{c:function(){n&&n.c()},l:function(e){n&&n.l(e)},m:function(e,t){n&&n.m(e,t),r=!0},p:function(e,o){n&&n.p&&(!r||16384&o)&&_vendor_browser_svelte_internal_index.update_slot_base(n,t,e,e[14],r?_vendor_browser_svelte_internal_index.get_slot_changes(t,e[14],o,null):_vendor_browser_svelte_internal_index.get_all_dirty_from_scope(e[14]),null)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n,e),r=!1},d:function(e){n&&n.d(e)}}}function create_fragment(e){var 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\".concat(e))}this.storeUID(s,r.rememberMe)}e.next=27;break;case 26:this.removeUID();case 27:e.next=32;break;case 29:e.prev=29,e.t0=e.catch(14),console.log(\"DaltonSDK Error trying to store uid\");case 32:return e.abrupt(\"return\",_.data);case 35:throw e.prev=35,e.t1=e.catch(8),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},o),{},{traits:_objectSpread(_objectSpread({},o.traits),{},{cnn_uid:s,http_response:\"error\",error_code:e.t1.response&&e.t1.response.status||null})})),e.t1.response;case 39:case\"end\":return e.stop()}},e,this,[[8,35],[14,29]])})),function(e,r){return t.apply(this,arguments)}),e.prototype.login=(o=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var o,n,a,i,s,d,_,c,p;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"Missing data object\");case 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this.removeUID();e.next=25;break;case 22:e.prev=22,e.t0=e.catch(16),console.log(\"DaltonSDK Error trying to store uid: \".concat(e.t0));case 25:return e.abrupt(\"return\",_.data);case 28:throw e.prev=28,e.t1=e.catch(8),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},o),{},{traits:_objectSpread(_objectSpread({},o.traits),{},{cnn_uid:s,http_response:\"error\",error_code:e.t1.response&&e.t1.response.status||null})})),e.t1.response;case 32:case\"end\":return e.stop()}},e,this,[[8,28],[16,22]])})),function(e,r){return o.apply(this,arguments)}),e.prototype.logout=(n=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 2:return e.prev=2,e.prev=3,t=this.getStoredUID(),o=_objectSpread({Authorization:r},this.api.headers),e.next=8,_vendor_browser_axios_index.axios.post(this.api.endpoints.logout,null,{headers:o});case 8:t&&this.zionEventWrapper(\"UserLogout\",{cnn_uid:t,brand:\"CNN\",canonical_url:window.location.href}),e.next=13;break;case 11:e.prev=11,e.t0=e.catch(3);case 13:return this.removeToken(\"logout\"),this.removeUID(),e.abrupt(\"return\");case 18:throw e.prev=18,e.t1=e.catch(2),e.t1.response;case 21:case\"end\":return e.stop()}},e,this,[[2,18],[3,11]])})),function(e){return n.apply(this,arguments)}),e.prototype.accountInfo=(a=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var o,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 2:return e.prev=2,this.api.debugMode&&console.info(\"Account Info called by \".concat(t)),o=_objectSpread({Authorization:r},this.api.headers),e.next=7,_vendor_browser_axios_index.axios.get(this.api.endpoints.user,{headers:o});case 7:return n=e.sent,e.abrupt(\"return\",n.data);case 11:throw e.prev=11,e.t0=e.catch(2),e.t0.response;case 14:case\"end\":return e.stop()}},e,this,[[2,11]])})),function(e,r){return a.apply(this,arguments)}),e.prototype.updateAccount=(i=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var o,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"Missing data object\");case 2:if(\"string\"==typeof t&&0!==t.trim().length){e.next=4;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 4:return e.prev=4,o=_objectSpread({Authorization:t},this.api.headers),e.next=8,_vendor_browser_axios_index.axios.post(this.api.endpoints.profile,r,{headers:o});case 8:return n=e.sent,e.abrupt(\"return\",n.data);case 12:throw e.prev=12,e.t0=e.catch(4),e.t0.response;case 15:case\"end\":return e.stop()}},e,this,[[4,12]])})),function(e,r){return i.apply(this,arguments)}),e.prototype.changePassword=(s=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var o,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"Missing data object\");case 2:if(!r.email||this.validLength(r.email)){e.next=4;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"data.email field is required and should have the correct length\");case 4:if(this.validPassword(r.newPassword)){e.next=6;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"data.newPassword field is required and must satisfy the policy\");case 6:if(\"string\"==typeof t&&0!==t.trim().length){e.next=8;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 8:return e.prev=8,o={identityType:\"EMAIL\",credential:r.newPassword.trim()},r.email&&(o.principal=r.email.trim()),n=_objectSpread({Authorization:t},this.api.headers),e.next=14,_vendor_browser_axios_index.axios.post(this.api.endpoints.changePassword,o,{headers:n});case 14:return e.abrupt(\"return\");case 17:throw e.prev=17,e.t0=e.catch(8),e.t0.response;case 20:case\"end\":return e.stop()}},e,this,[[8,17]])})),function(e,r){return s.apply(this,arguments)}),e.prototype.resetPasswordRequest=(d=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(this.validLength(r)){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"data.email field is required and should have the correct length\");case 2:return e.prev=2,t={identityType:\"EMAIL\",principal:r.trim()},\"undefined\"!=typeof window&&(t.misc={request_origin:window.location.origin}),e.next=7,_vendor_browser_axios_index.axios.post(this.api.endpoints.resetPassword,t,{headers:this.api.headers});case 7:return e.abrupt(\"return\");case 10:throw e.prev=10,e.t0=e.catch(2),e.t0.response;case 13:case\"end\":return e.stop()}},e,this,[[2,10]])})),function(e){return d.apply(this,arguments)}),e.prototype.resetPassword=(_=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"resetToken field is required\");case 2:return e.prev=2,t=this.getStoredUID(),e.next=6,_vendor_browser_axios_index.axios.get(this.api.endpoints.resetPassword,{params:{resetToken:r},headers:this.api.headers});case 6:return o=e.sent,t&&this.zionEventWrapper(\"UserForgotPassword\",{cnn_uid:t,brand:\"CNN\",canonical_url:window.location.href}),e.abrupt(\"return\",o.data);case 11:throw e.prev=11,e.t0=e.catch(2),e.t0.response;case 14:case\"end\":return e.stop()}},e,this,[[2,11]])})),function(e){return _.apply(this,arguments)}),e.prototype.deleteAccount=(c=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,o,n,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 2:return o=\"\",\"undefined\"!=typeof window&&(n=window.CNN&&window.CNN.contentModel,t={component_type:\"delete_account\",component_id:\"delete_account\",traits:{source_id:n&&n.sourceId||void 0,error_code:null,brand:\"CNN\",cms_id:n&&n.cmsId,page_type:n&&n.pageType,page_variant:n&&n.templateType}}),e.prev=4,o=this.getStoredUID(),a=_objectSpread({Authorization:r},this.api.headers),e.next=9,_vendor_browser_axios_index.axios.delete(this.api.endpoints.delete,{headers:a});case 9:return this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},t),{},{traits:_objectSpread(_objectSpread({},t.traits),{},{http_response:\"success\",cnn_uid:o})})),this.removeToken(\"deleteAccount\"),this.removeUID(),e.abrupt(\"return\");case 15:throw e.prev=15,e.t0=e.catch(4),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},t),{},{traits:_objectSpread(_objectSpread({},t.traits),{},{http_response:\"error\",error_code:e.t0.response&&e.t0.response.status||null})})),e.t0.response;case 19:case\"end\":return e.stop()}},e,this,[[4,15]])})),function(e){return c.apply(this,arguments)})};exports.auth=auth;\\n}, {\"938\":938,\"943\":943,\"946\":946,\"949\":949,\"952\":952,\"955\":955,\"956\":956}];\\nwindow.modules[\"958\"] = [function(require,module,exports){\"use strict\";var 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ownKeys(e,r){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);r&&(n=n.filter(function(r){return Object.getOwnPropertyDescriptor(e,r).enumerable})),t.push.apply(t,n)}return t}function _objectSpread(e){for(var r=arguments,t=function(t){var n=null!=r[t]?r[t]:{};t%2?ownKeys(Object(n),!0).forEach(function(r){(0,_defineProperty2.default)(e,r,n[r])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):ownKeys(Object(n)).forEach(function(r){Object.defineProperty(e,r,Object.getOwnPropertyDescriptor(n,r))})},n=1;n<arguments.length;n++)t(n);return e}var legaldocs=function(e){var r,t,n;e.prototype.acceptedLegalDocs=(r=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 2:return e.prev=2,t=_objectSpread({Authorization:r},this.api.headers),e.next=6,_vendor_browser_axios_index.axios.get(this.api.endpoints.legaldocs,{headers:t});case 6:return n=e.sent,e.abrupt(\"return\",n.data);case 10:throw e.prev=10,e.t0=e.catch(2),e.t0.response;case 13:case\"end\":return e.stop()}},e,this,[[2,10]])})),function(e){return r.apply(this,arguments)}),e.prototype.addLegalDoc=(t=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"Missing data object\");case 2:if(\"string\"==typeof r.docName&&0!==r.docName.trim().length){e.next=4;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"data.docName field is required\");case 4:if(\"string\"==typeof r.version&&0!==r.version.trim().length){e.next=6;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"data.version field is required\");case 6:return e.prev=6,n=_objectSpread({Authorization:t},this.api.headers),e.next=10,_vendor_browser_axios_index.axios.post(this.api.endpoints.legaldocs,r,{headers:n});case 10:return o=e.sent,e.abrupt(\"return\",o.data);case 14:throw e.prev=14,e.t0=e.catch(6),e.t0.response;case 17:case\"end\":return e.stop()}},e,this,[[6,14]])})),function(e,r){return t.apply(this,arguments)}),e.prototype.unacceptedLegalDocs=(n=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 2:return e.prev=2,t=_objectSpread({Authorization:r},this.api.headers),e.next=6,_vendor_browser_axios_index.axios.get(this.api.endpoints.unacceptedLegaldocs,{headers:t});case 6:return n=e.sent,e.abrupt(\"return\",n.data);case 10:throw e.prev=10,e.t0=e.catch(2),e.t0.response;case 13:case\"end\":return e.stop()}},e,this,[[2,10]])})),function(e){return n.apply(this,arguments)})};exports.legaldocs=legaldocs;\\n}, {\"938\":938,\"943\":943,\"946\":946,\"949\":949,\"952\":952,\"955\":955,\"956\":956}];\\nwindow.modules[\"959\"] = [function(require,module,exports){\"use strict\";var 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_regenerator=_vendor_browser__babel_runtime_helpers_interopRequireDefault.interopRequireDefault(_vendor_browser__babel_runtime_regenerator_index.regenerator),_defineProperty2=_vendor_browser__babel_runtime_helpers_interopRequireDefault.interopRequireDefault(_vendor_browser__babel_runtime_helpers_defineProperty.defineProperty),_asyncToGenerator2=_vendor_browser__babel_runtime_helpers_interopRequireDefault.interopRequireDefault(_vendor_browser__babel_runtime_helpers_asyncToGenerator.asyncToGenerator);function ownKeys(e,r){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);r&&(o=o.filter(function(r){return Object.getOwnPropertyDescriptor(e,r).enumerable})),t.push.apply(t,o)}return t}function _objectSpread(e){for(var r=arguments,t=function(t){var o=null!=r[t]?r[t]:{};t%2?ownKeys(Object(o),!0).forEach(function(r){(0,_defineProperty2.default)(e,r,o[r])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(o)):ownKeys(Object(o)).forEach(function(r){Object.defineProperty(e,r,Object.getOwnPropertyDescriptor(o,r))})},o=1;o<arguments.length;o++)t(o);return e}var token=function(e){var r,t;e.prototype.__makeCookie=function(e,r){var t=this.api.cookie.base;window.location.hostname.startsWith(\"localhost\")&&\"production\"!==this.api.env&&(t=t.replace(\" secure;\",\"\"));var o=\"\";return _instanceof(r,Date)&&!Number.isNaN(Number(r))&&(o=\"expires=\".concat(r.toUTCString())),\"\".concat(this.api.cookie.name,\"=\").concat(e,\"; \").concat(t,\" \").concat(o)},e.prototype.refreshAuthToken=(r=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t,o){var n,a,s,i,c;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof 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window.ZION_SDK.GenericSubmit(_objectSpread(_objectSpread({},r),{},{traits:_objectSpread(_objectSpread({},r.traits),{},{cnn_uid:a,http_response:\"success\"})})))}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e))}window.document.cookie=this.__makeCookie(\"\",new Date(\"Thu, 01 Jan 1970 00:00:00 GMT\")),this.removeEncodedItem(\"preauthz\")}catch(e){console.log(\"Could not delete access token: \".concat(e.message))}},e.prototype.tokenWithAuthn=function(){return this.getToken().indexOf(this.api.authn)>-1},e.prototype.getSbpToken=(t=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,o,n,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return t={success:!1,errorStatus:500,data:{}},e.prev=1,e.next=4,_vendor_browser_axios_index.axios.post(this.api.endpoints.generateSbpToken,{},{headers:{Authorization:r}});case 4:o=e.sent,t={success:!0,errorStatus:void 0,data:o.data},e.next=12;break;case 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r=null!=t[n]?t[n]:{};n%2?ownKeys(Object(r),!0).forEach(function(t){(0,_defineProperty2.default)(e,t,r[t])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):ownKeys(Object(r)).forEach(function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))})},r=1;r<arguments.length;r++)n(r);return e}var getAPIConfig=function(e){var t,n,r,o;if(e.url)t=e.url;else{var c={localhost:\"https://audience.qa.cnn.com\",test:\"https://audience.qa.cnn.com\",dev:\"https://audience.qa.cnn.com\",production:\"https://audience.cnn.com\"};t=c[e.env]?c[e.env]:c.dev;var a={localhost:\"https://daltonmt1.qa.identityservices.io\",test:\"https://daltonmt1.qa.identityservices.io\",dev:\"https://daltonmt1.qa.identityservices.io\",production:\"https://daltonmt1.identityservices.io\"},s={localhost:!0,test:!0,dev:!0,production:!1};n=a[e.env]?a[e.env]:a.dev,r=s[e.env]?s[e.env]:s.production;try{o=localStorage.getItem({key:\"ziondev.debug\"})}catch(e){o=!1}r=r||/true/i.test(o)}if(0!==t.indexOf(\"https\"))throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"Security issue: URL must use https\");var i={\"Content-Type\":\"application/json\"};if(e.appName&&(i[\"X-Client-Application\"]=e.appName),e.forwardClientInfo){var u=_vendor_browser_uaParserJs_src_uaParser.uaParser();if(u){var p=u.device,d=u.os,l=u.browser,_=p.vendor&&p.model?\"\".concat(p.vendor,\"_\").concat(p.model):d.name,b=\"\".concat(d.name,\" \").concat(d.version),m=\"\".concat(l.name,\" 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i=e.sent,(_=i.preferences)?(p=!1,o=_.map(function(e){return e.collection===r?(p=!0,a):e}),p||o.push(a)):o=[a],c={preferences:o},e.prev=14,u=_objectSpread({Authorization:n},this.api.headers),e.next=18,_vendor_browser_axios_index.axios.put(this.api.endpoints.preferences,c,{headers:u});case 18:return e.next=20,s(c);case 20:return e.abrupt(\"return\");case 23:throw e.prev=23,e.t0=e.catch(14),e.t0.response;case 26:e.next=31;break;case 28:throw e.prev=28,e.t1=e.catch(6),e.t1.response;case 31:case\"end\":return e.stop()}},e,this,[[6,28],[14,23]])})),function(e,r,t){return n.apply(this,arguments)}),e.prototype.updatePreferences=(o=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(console.warn(\"[DaltonSDK deprecated method warning] The updatePreferences method is un-safe and should be replaced with the updatePreferencesV2 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s=e.sent,a=s.data.userProfileResponses.cnn.attributes,e.abrupt(\"return\",filterObjectByNamespace(a,n));case 12:case\"end\":return e.stop()}},e,this)})),function(e,r){return t.apply(this,arguments)}),e.prototype.getPublicAttr=(n=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t,n){var o,i,_,s;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return console.log(\"calling from attributes js\"),\"cnn.\",i={tids:t,attributes:\"\".concat(\"cnn.\").concat(n)},console.log(i),e.prev=4,checkAccessToken(r),_=_objectSpread({Authorization:r},this.api.headers),e.next=9,_vendor_browser_axios_index.axios.get(this.api.endpoints.getPublicAttr,i,{headers:_});case 9:s=e.sent,o=s.data,console.log(s),e.next=17;break;case 14:e.prev=14,e.t0=e.catch(4),console.log(e.t0);case 17:return e.abrupt(\"return\",o);case 18:case\"end\":return e.stop()}},e,this,[[4,14]])})),function(e,r,t){return n.apply(this,arguments)})};exports.attributes=attributes;\\n}, {\"938\":938,\"943\":943,\"946\":946,\"949\":949,\"952\":952,\"953\":953,\"955\":955,\"956\":956}];\\nwindow.modules[\"970\"] = [function(require,module,exports){\"use strict\";var 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e.prev=2,e.next=5,_vendor_browser_axios_index.axios.get(this.api.endpoints.subscriptionsAuthtoken,{params:{managedToken:r},headers:this.api.headers});case 5:return t=e.sent,e.abrupt(\"return\",this.subscriptions(t.data));case 9:throw e.prev=9,e.t0=e.catch(2),e.t0.response;case 12:case\"end\":return e.stop()}},e,this,[[2,9]])})),function(e){return t.apply(this,arguments)}),e.prototype.subscribe=(n=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,s,o,a,i,_,c,u;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"Missing data object\");case 2:if(this.validLength(r.email)){e.next=4;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"data.email field is required and should have the correct length\");case 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required and should have the correct length\");case 4:if(r.newsletters&&0!==r.newsletters.length){e.next=6;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"data.newsletters field is required\");case 6:if(\"string\"==typeof t&&0!==t.trim().length){e.next=8;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"accessToken field is required\");case 8:for(e.prev=8,n=[],s={subscriptions:[]},o=0;o<r.newsletters.length;o++)n.push(r.newsletters[o]),s.subscriptions.push({newsletterName:r.newsletters[o],emailAddress:r.email.trim()});return a=_objectSpread({Authorization:t},this.api.headers),e.next=15,_vendor_browser_axios_index.axios.post(this.api.endpoints.subscriptionsDelete,s,{headers:a});case 15:if(\"undefined\"!=typeof window)try{i=!1,_=\"not-registered\",t?(c=new RegExp(this.api.authn,\"g\"),\"synthetics.dtdg.co\",u=new RegExp(\"synthetics.dtdg.co\",\"g\"),t.match(c)&&(_=this.getStoredUID()),s.subscriptions[0].emailAddress.match(u)&&(i=!0)):console.log(\"DaltonSDK Error: subscribe not passed access token, assuming unauthenticated user.\"),this.zionEventWrapper(\"NewsletterUnsubscribed\",{cnn_uid:_,brand:\"CNN\",canonical_url:window.location.href,newsletter_name:n,newsletter_count:r.newsletters.length,synthetic:i})}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e))}return e.abrupt(\"return\");case 19:throw e.prev=19,e.t0=e.catch(8),e.t0.response;case 22:case\"end\":return e.stop()}},e,this,[[8,19]])})),function(e,r){return s.apply(this,arguments)}),e.prototype.unsubscribeForUnauthenticated=(o=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new _vendor_browser__cnnprivate_zionDaltonSdk_dist_errors_SDKError.SDKError_1(\"unsubscribeToken field is required\");case 2:return e.prev=2,e.next=5,_vendor_browser_axios_index.axios.post(this.api.endpoints.unsubscribe,null,{headers:this.api.headers,params:{unsubscribeToken:r}});case 5:return e.abrupt(\"return\");case 8:throw e.prev=8,e.t0=e.catch(2),e.t0.response;case 11:case\"end\":return e.stop()}},e,this,[[2,8]])})),function(e){return o.apply(this,arguments)}),e.prototype.retrieveNewsletters=(a=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(){var r;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return e.prev=0,e.next=3,_vendor_browser_axios_index.axios.get(this.api.endpoints.retrieveNewsletters,{headers:this.api.headers});case 3:return r=e.sent,e.abrupt(\"return\",r.data);case 7:throw e.prev=7,e.t0=e.catch(0),e.t0.response;case 10:case\"end\":return e.stop()}},e,this,[[0,7]])})),function(){return a.apply(this,arguments)})};exports.newsletter=newsletter;\\n}, {\"938\":938,\"943\":943,\"946\":946,\"949\":949,\"952\":952,\"955\":955,\"956\":956}];\\nwindow.modules[\"971\"] = [function(require,module,exports){\"use strict\";var ZionMessageBus=function(){var e=function(){this.watching={}};return e.getInstance=function(){return window.ZION_MESSAGE_BUS||(window.ZION_MESSAGE_BUS=new e),window.ZION_MESSAGE_BUS},e.prototype.addToMessageQueue=function(e,t){this.watching.hasOwnProperty(e)||(this.watching[e]=this.addTopicModel(e,[function(){}]));var s=new Date,a={message:t,messageCount:++this.watching[e].messageCount,timestamp:s.getTime(),topic:e};return this.watching[e].messageQueue.push(a),this.watching[e].messageQueue},e.prototype.getMessageCallbacks=function(e){return this.watching.hasOwnProperty(e)&&this.watching[e].callBacks.length?this.watching[e].callBacks:[]},e.prototype.messageBroadcast=function(e,t){if(this.watching.hasOwnProperty(e))for(var s=this.getMessageCallbacks(e),a=this.addToMessageQueue(e,t),i=0,n=s;i<n.length;i++){(0,n[i])(a.slice())}else this.addToMessageQueue(e,t);return this.watching},e.prototype.addTopicModel=function(e,t){return{callBacks:t,messageCount:0,messageQueue:[],topic:e}},e.prototype.subscribeSetup=function(e,t){for(var s=0,a=e=this.makeIterable(e);s<a.length;s++){var i=a[s];this.watching.hasOwnProperty(i)?this.watching[i].callBacks.push(t):this.watching[i]=this.addTopicModel(i,[t])}return this.watching},e.prototype.makeIterable=function(e){return Array.isArray(e)?e:\"string\"==typeof e?[e]:[]},e.prototype.subscribe=function(e,t){return this.subscribeSetup(e,t)},e.prototype.publish=function(e,t){return this.messageBroadcast(e,t)},e}(),ZionMessageBus_2=ZionMessageBus,_default=ZionMessageBus,ZionMessageBus_1=Object.defineProperty({ZionMessageBus:ZionMessageBus_2,default:_default},\"__esModule\",{value:!0});exports.ZionMessageBus_1=ZionMessageBus_1;\\n}, {}];\\nwindow.modules[\"972\"] = [function(require,module,exports){(function (process){(function (){\\n\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getCompositeRect=require(974),_vendor_browser__popperjs_core_lib_domUtils_getLayoutRect=require(975),_vendor_browser__popperjs_core_lib_domUtils_listScrollParents=require(976),_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent=require(977),_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle=require(979),_vendor_browser__popperjs_core_lib_utils_orderModifiers=require(978),_vendor_browser__popperjs_core_lib_utils_debounce=require(980),_vendor_browser__popperjs_core_lib_utils_validateModifiers=require(981),_vendor_browser__popperjs_core_lib_utils_uniqueBy=require(982),_vendor_browser__popperjs_core_lib_utils_getBasePlacement=require(983),_vendor_browser__popperjs_core_lib_utils_mergeByName=require(984),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),_vendor_browser__popperjs_core_lib_enums=require(973),INVALID_ELEMENT_ERROR=\"Popper: Invalid reference or popper argument provided. They must be either a DOM element or virtual element.\",INFINITE_LOOP_ERROR=\"Popper: An infinite loop in the modifiers cycle has been detected! The cycle has been interrupted to prevent a browser crash.\",DEFAULT_OPTIONS={placement:\"bottom\",modifiers:[],strategy:\"absolute\"};function areValidElements(){for(var e=arguments.length,r=new Array(e),o=0;o<e;o++)r[o]=arguments[o];return!r.some(function(e){return!(e&&\"function\"==typeof e.getBoundingClientRect)})}function popperGenerator(e){void 0===e&&(e={});var r=e,o=r.defaultModifiers,t=void 0===o?[]:o,i=r.defaultOptions,s=void 0===i?DEFAULT_OPTIONS:i;return function(e,r,o){var i=function(){_.forEach(function(e){return e()}),_=[]};void 0===o&&(o=s);var n={placement:\"bottom\",orderedModifiers:[],options:Object.assign({},DEFAULT_OPTIONS,s),modifiersData:{},elements:{reference:e,popper:r},attributes:{},styles:{}},_=[],p=!1,l={state:n,setOptions:function(o){var p=\"function\"==typeof o?o(n.options):o;i(),n.options=Object.assign({},s,n.options,p),n.scrollParents={reference:_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isElement(e)?_vendor_browser__popperjs_core_lib_domUtils_listScrollParents.listScrollParents(e):e.contextElement?_vendor_browser__popperjs_core_lib_domUtils_listScrollParents.listScrollParents(e.contextElement):[],popper:_vendor_browser__popperjs_core_lib_domUtils_listScrollParents.listScrollParents(r)};var d=_vendor_browser__popperjs_core_lib_utils_orderModifiers.orderModifiers(_vendor_browser__popperjs_core_lib_utils_mergeByName.mergeByName([].concat(t,n.options.modifiers)));if(n.orderedModifiers=d.filter(function(e){return e.enabled}),\"production\"!==window.process.env.NODE_ENV){var a=_vendor_browser__popperjs_core_lib_utils_uniqueBy.uniqueBy([].concat(d,n.options.modifiers),function(e){return e.name});if(_vendor_browser__popperjs_core_lib_utils_validateModifiers.validateModifiers(a),_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(n.options.placement)===_vendor_browser__popperjs_core_lib_enums.auto)n.orderedModifiers.find(function(e){return\"flip\"===e.name})||console.error([\\'Popper: \"auto\" placements require the \"flip\" modifier be\\',\"present and enabled to work.\"].join(\" \"));var c=_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(r);[c.marginTop,c.marginRight,c.marginBottom,c.marginLeft].some(function(e){return parseFloat(e)})&&console.warn([\\'Popper: CSS \"margin\" styles cannot be used to apply padding\\',\"between the popper and its reference element or boundary.\",\"To replicate margin, use the `offset` modifier, as well as\",\"the `padding` option in the `preventOverflow` and `flip`\",\"modifiers.\"].join(\" \"))}return n.orderedModifiers.forEach(function(e){var r=e.name,o=e.options,t=void 0===o?{}:o,i=e.effect;if(\"function\"==typeof i){var s=i({state:n,name:r,instance:l,options:t});_.push(s||function(){})}}),l.update()},forceUpdate:function(){if(!p){var e=n.elements,r=e.reference,o=e.popper;if(areValidElements(r,o)){n.rects={reference:_vendor_browser__popperjs_core_lib_domUtils_getCompositeRect.getCompositeRect(r,_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent.getOffsetParent(o),\"fixed\"===n.options.strategy),popper:_vendor_browser__popperjs_core_lib_domUtils_getLayoutRect.getLayoutRect(o)},n.reset=!1,n.placement=n.options.placement,n.orderedModifiers.forEach(function(e){return n.modifiersData[e.name]=Object.assign({},e.data)});for(var t=0,i=0;i<n.orderedModifiers.length;i++){if(\"production\"!==window.process.env.NODE_ENV&&(t+=1)>100){console.error(INFINITE_LOOP_ERROR);break}if(!0!==n.reset){var s=n.orderedModifiers[i],_=s.fn,d=s.options,a=void 0===d?{}:d,c=s.name;\"function\"==typeof _&&(n=_({state:n,options:a,name:c,instance:l})||n)}else n.reset=!1,i=-1}}else\"production\"!==window.process.env.NODE_ENV&&console.error(INVALID_ELEMENT_ERROR)}},update:_vendor_browser__popperjs_core_lib_utils_debounce.debounce(function(){return new Promise(function(e){l.forceUpdate(),e(n)})}),destroy:function(){i(),p=!0}};return areValidElements(e,r)?(l.setOptions(o).then(function(e){!p&&o.onFirstUpdate&&o.onFirstUpdate(e)}),l):(\"production\"!==window.process.env.NODE_ENV&&console.error(INVALID_ELEMENT_ERROR),l)}}popperGenerator(),exports.popperGenerator=popperGenerator;\\n\\n}).call(this)}).call(this,require(221))}, {\"221\":221,\"973\":973,\"974\":974,\"975\":975,\"976\":976,\"977\":977,\"978\":978,\"979\":979,\"980\":980,\"981\":981,\"982\":982,\"983\":983,\"984\":984,\"985\":985}];\\nwindow.modules[\"973\"] = [function(require,module,exports){\"use strict\";var top=\"top\",bottom=\"bottom\",right=\"right\",left=\"left\",auto=\"auto\",basePlacements=[top,bottom,right,left],start=\"start\",end=\"end\",clippingParents=\"clippingParents\",viewport=\"viewport\",popper=\"popper\",reference=\"reference\",variationPlacements=basePlacements.reduce(function(e,t){return e.concat([t+\"-\"+start,t+\"-\"+end])},[]),placements=[].concat(basePlacements,[auto]).reduce(function(e,t){return e.concat([t,t+\"-\"+start,t+\"-\"+end])},[]),beforeRead=\"beforeRead\",read=\"read\",afterRead=\"afterRead\",beforeMain=\"beforeMain\",main=\"main\",afterMain=\"afterMain\",beforeWrite=\"beforeWrite\",write=\"write\",afterWrite=\"afterWrite\",modifierPhases=[beforeRead,read,afterRead,beforeMain,main,afterMain,beforeWrite,write,afterWrite];exports.auto=auto,exports.basePlacements=basePlacements,exports.bottom=bottom,exports.clippingParents=clippingParents,exports.end=end,exports.left=left,exports.modifierPhases=modifierPhases,exports.placements=placements,exports.popper=popper,exports.reference=reference,exports.right=right,exports.start=start,exports.top=top,exports.variationPlacements=variationPlacements,exports.viewport=viewport;\\n}, {}];\\nwindow.modules[\"974\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect=require(987),_vendor_browser__popperjs_core_lib_domUtils_getNodeScroll=require(996),_vendor_browser__popperjs_core_lib_domUtils_getNodeName=require(994),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),_vendor_browser__popperjs_core_lib_domUtils_getWindowScrollBarX=require(997),_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_isScrollParent=require(998),_vendor_browser__popperjs_core_lib_utils_math=require(988);function isElementScaled(e){var _=e.getBoundingClientRect(),o=_vendor_browser__popperjs_core_lib_utils_math.round(_.width)/e.offsetWidth||1,r=_vendor_browser__popperjs_core_lib_utils_math.round(_.height)/e.offsetHeight||1;return 1!==o||1!==r}function getCompositeRect(e,_,o){void 0===o&&(o=!1);var r=_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(_),t=_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(_)&&isElementScaled(_),i=_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(_),s=_vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect.getBoundingClientRect(e,t),l={scrollLeft:0,scrollTop:0},n={x:0,y:0};return(r||!r&&!o)&&((\"body\"!==_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(_)||_vendor_browser__popperjs_core_lib_domUtils_isScrollParent.isScrollParent(i))&&(l=_vendor_browser__popperjs_core_lib_domUtils_getNodeScroll.getNodeScroll(_)),_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(_)?((n=_vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect.getBoundingClientRect(_,!0)).x+=_.clientLeft,n.y+=_.clientTop):i&&(n.x=_vendor_browser__popperjs_core_lib_domUtils_getWindowScrollBarX.getWindowScrollBarX(i))),{x:s.left+l.scrollLeft-n.x,y:s.top+l.scrollTop-n.y,width:s.width,height:s.height}}exports.getCompositeRect=getCompositeRect;\\n}, {\"985\":985,\"987\":987,\"988\":988,\"992\":992,\"994\":994,\"996\":996,\"997\":997,\"998\":998}];\\nwindow.modules[\"975\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect=require(987);function getLayoutRect(t){var e=_vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect.getBoundingClientRect(t),o=t.offsetWidth,i=t.offsetHeight;return Math.abs(e.width-o)<=1&&(o=e.width),Math.abs(e.height-i)<=1&&(i=e.height),{x:t.offsetLeft,y:t.offsetTop,width:o,height:i}}exports.getLayoutRect=getLayoutRect;\\n}, {\"987\":987}];\\nwindow.modules[\"976\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getScrollParent=require(1003),_vendor_browser__popperjs_core_lib_domUtils_getParentNode=require(993),_vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999),_vendor_browser__popperjs_core_lib_domUtils_isScrollParent=require(998);function listScrollParents(r,e){var o;void 0===e&&(e=[]);var _=_vendor_browser__popperjs_core_lib_domUtils_getScrollParent.getScrollParent(r),t=_===(null==(o=r.ownerDocument)?void 0:o.body),l=_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(_),s=t?[l].concat(l.visualViewport||[],_vendor_browser__popperjs_core_lib_domUtils_isScrollParent.isScrollParent(_)?_:[]):_,i=e.concat(s);return t?i:i.concat(listScrollParents(_vendor_browser__popperjs_core_lib_domUtils_getParentNode.getParentNode(s)))}exports.listScrollParents=listScrollParents;\\n}, {\"993\":993,\"998\":998,\"999\":999,\"1003\":1003}];\\nwindow.modules[\"977\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999),_vendor_browser__popperjs_core_lib_domUtils_getNodeName=require(994),_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle=require(979),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),_vendor_browser__popperjs_core_lib_domUtils_isTableElement=require(1002),_vendor_browser__popperjs_core_lib_domUtils_getParentNode=require(993);function getTrueOffsetParent(e){return _vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(e)&&\"fixed\"!==_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(e).position?e.offsetParent:null}function getContainingBlock(e){var o=-1!==navigator.userAgent.toLowerCase().indexOf(\"firefox\");if(-1!==navigator.userAgent.indexOf(\"Trident\")&&_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(e)&&\"fixed\"===_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(e).position)return null;var _=_vendor_browser__popperjs_core_lib_domUtils_getParentNode.getParentNode(e);for(_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isShadowRoot(_)&&(_=_.host);_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(_)&&[\"html\",\"body\"].indexOf(_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(_))<0;){var r=_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(_);if(\"none\"!==r.transform||\"none\"!==r.perspective||\"paint\"===r.contain||-1!==[\"transform\",\"perspective\"].indexOf(r.willChange)||o&&\"filter\"===r.willChange||o&&r.filter&&\"none\"!==r.filter)return _;_=_.parentNode}return null}function getOffsetParent(e){for(var o=_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e),_=getTrueOffsetParent(e);_&&_vendor_browser__popperjs_core_lib_domUtils_isTableElement.isTableElement(_)&&\"static\"===_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(_).position;)_=getTrueOffsetParent(_);return _&&(\"html\"===_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(_)||\"body\"===_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(_)&&\"static\"===_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(_).position)?o:_||getContainingBlock(e)||o}exports.getOffsetParent=getOffsetParent;\\n}, {\"979\":979,\"985\":985,\"993\":993,\"994\":994,\"999\":999,\"1002\":1002}];\\nwindow.modules[\"978\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_enums=require(973);function order(r){var e=new Map,n=new Set,o=[];return r.forEach(function(r){e.set(r.name,r)}),r.forEach(function(r){n.has(r.name)||function r(i){n.add(i.name),[].concat(i.requires||[],i.requiresIfExists||[]).forEach(function(o){if(!n.has(o)){var i=e.get(o);i&&r(i)}}),o.push(i)}(r)}),o}function orderModifiers(r){var e=order(r);return _vendor_browser__popperjs_core_lib_enums.modifierPhases.reduce(function(r,n){return r.concat(e.filter(function(r){return r.phase===n}))},[])}exports.orderModifiers=orderModifiers;\\n}, {\"973\":973}];\\nwindow.modules[\"979\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999);function getComputedStyle(e){return _vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e).getComputedStyle(e)}exports.getComputedStyle=getComputedStyle;\\n}, {\"999\":999}];\\nwindow.modules[\"980\"] = [function(require,module,exports){\"use strict\";function debounce(e){var n;return function(){return n||(n=new Promise(function(o){Promise.resolve().then(function(){n=void 0,o(e())})})),n}}exports.debounce=debounce;\\n}, {}];\\nwindow.modules[\"981\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_utils_format=require(1026),_vendor_browser__popperjs_core_lib_enums=require(973),INVALID_MODIFIER_ERROR=\\'Popper: modifier \"%s\" provided an invalid %s property, expected %s but got %s\\',MISSING_DEPENDENCY_ERROR=\\'Popper: modifier \"%s\" requires \"%s\", but \"%s\" modifier is not available\\',VALID_PROPERTIES=[\"name\",\"enabled\",\"phase\",\"fn\",\"effect\",\"requires\",\"options\"];function validateModifiers(e){e.forEach(function(r){[].concat(Object.keys(r),VALID_PROPERTIES).filter(function(e,r,o){return o.indexOf(e)===r}).forEach(function(o){switch(o){case\"name\":\"string\"!=typeof r.name&&console.error(_vendor_browser__popperjs_core_lib_utils_format.format(INVALID_MODIFIER_ERROR,String(r.name),\\'\"name\"\\',\\'\"string\"\\',\\'\"\\'+String(r.name)+\\'\"\\'));break;case\"enabled\":\"boolean\"!=typeof r.enabled&&console.error(_vendor_browser__popperjs_core_lib_utils_format.format(INVALID_MODIFIER_ERROR,r.name,\\'\"enabled\"\\',\\'\"boolean\"\\',\\'\"\\'+String(r.enabled)+\\'\"\\'));break;case\"phase\":_vendor_browser__popperjs_core_lib_enums.modifierPhases.indexOf(r.phase)<0&&console.error(_vendor_browser__popperjs_core_lib_utils_format.format(INVALID_MODIFIER_ERROR,r.name,\\'\"phase\"\\',\"either \"+_vendor_browser__popperjs_core_lib_enums.modifierPhases.join(\", \"),\\'\"\\'+String(r.phase)+\\'\"\\'));break;case\"fn\":\"function\"!=typeof r.fn&&console.error(_vendor_browser__popperjs_core_lib_utils_format.format(INVALID_MODIFIER_ERROR,r.name,\\'\"fn\"\\',\\'\"function\"\\',\\'\"\\'+String(r.fn)+\\'\"\\'));break;case\"effect\":null!=r.effect&&\"function\"!=typeof r.effect&&console.error(_vendor_browser__popperjs_core_lib_utils_format.format(INVALID_MODIFIER_ERROR,r.name,\\'\"effect\"\\',\\'\"function\"\\',\\'\"\\'+String(r.fn)+\\'\"\\'));break;case\"requires\":null==r.requires||Array.isArray(r.requires)||console.error(_vendor_browser__popperjs_core_lib_utils_format.format(INVALID_MODIFIER_ERROR,r.name,\\'\"requires\"\\',\\'\"array\"\\',\\'\"\\'+String(r.requires)+\\'\"\\'));break;case\"requiresIfExists\":Array.isArray(r.requiresIfExists)||console.error(_vendor_browser__popperjs_core_lib_utils_format.format(INVALID_MODIFIER_ERROR,r.name,\\'\"requiresIfExists\"\\',\\'\"array\"\\',\\'\"\\'+String(r.requiresIfExists)+\\'\"\\'));break;case\"options\":case\"data\":break;default:console.error(\\'PopperJS: an invalid property has been provided to the \"\\'+r.name+\\'\" modifier, valid properties are \\'+VALID_PROPERTIES.map(function(e){return\\'\"\\'+e+\\'\"\\'}).join(\", \")+\\'; but \"\\'+o+\\'\" was provided.\\')}r.requires&&r.requires.forEach(function(o){null==e.find(function(e){return e.name===o})&&console.error(_vendor_browser__popperjs_core_lib_utils_format.format(MISSING_DEPENDENCY_ERROR,String(r.name),o,o))})})})}exports.validateModifiers=validateModifiers;\\n}, {\"973\":973,\"1026\":1026}];\\nwindow.modules[\"982\"] = [function(require,module,exports){\"use strict\";function uniqueBy(u,e){var n=new Set;return u.filter(function(u){var r=e(u);if(!n.has(r))return n.add(r),!0})}exports.uniqueBy=uniqueBy;\\n}, {}];\\nwindow.modules[\"983\"] = [function(require,module,exports){\"use strict\";function getBasePlacement(e){return e.split(\"-\")[0]}exports.getBasePlacement=getBasePlacement;\\n}, {}];\\nwindow.modules[\"984\"] = [function(require,module,exports){\"use strict\";function mergeByName(e){var t=e.reduce(function(e,t){var a=e[t.name];return e[t.name]=a?Object.assign({},a,t,{options:Object.assign({},a.options,t.options),data:Object.assign({},a.data,t.data)}):t,e},{});return Object.keys(t).map(function(e){return t[e]})}exports.mergeByName=mergeByName;\\n}, {}];\\nwindow.modules[\"985\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999);function _instanceof(e,o){return null!=o&&\"undefined\"!=typeof Symbol&&o[Symbol.hasInstance]?!!o[Symbol.hasInstance](e):e instanceof o}function isElement(e){return _instanceof(e,_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e).Element)||_instanceof(e,Element)}function isHTMLElement(e){return _instanceof(e,_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e).HTMLElement)||_instanceof(e,HTMLElement)}function isShadowRoot(e){return\"undefined\"!=typeof ShadowRoot&&(_instanceof(e,_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e).ShadowRoot)||_instanceof(e,ShadowRoot))}exports.isElement=isElement,exports.isHTMLElement=isHTMLElement,exports.isShadowRoot=isShadowRoot;\\n}, {\"999\":999}];\\nwindow.modules[\"986\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985);function contains(o,e){var r=e.getRootNode&&e.getRootNode();if(o.contains(e))return!0;if(r&&_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isShadowRoot(r)){var t=e;do{if(t&&o.isSameNode(t))return!0;t=t.parentNode||t.host}while(t)}return!1}exports.contains=contains;\\n}, {\"985\":985}];\\nwindow.modules[\"987\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),_vendor_browser__popperjs_core_lib_utils_math=require(988);function getBoundingClientRect(e,t){void 0===t&&(t=!1);var o=e.getBoundingClientRect(),r=1,_=1;if(_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(e)&&t){var i=e.offsetHeight,n=e.offsetWidth;n>0&&(r=_vendor_browser__popperjs_core_lib_utils_math.round(o.width)/n||1),i>0&&(_=_vendor_browser__popperjs_core_lib_utils_math.round(o.height)/i||1)}return{width:o.width/r,height:o.height/_,top:o.top/_,right:o.right/r,bottom:o.bottom/_,left:o.left/r,x:o.left/r,y:o.top/_}}exports.getBoundingClientRect=getBoundingClientRect;\\n}, {\"985\":985,\"988\":988}];\\nwindow.modules[\"988\"] = [function(require,module,exports){\"use strict\";var max=Math.max,min=Math.min,round=Math.round;exports.max=max,exports.min=min,exports.round=round;\\n}, {}];\\nwindow.modules[\"989\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_enums=require(973),_vendor_browser__popperjs_core_lib_domUtils_getViewportRect=require(990),_vendor_browser__popperjs_core_lib_domUtils_getDocumentRect=require(991),_vendor_browser__popperjs_core_lib_domUtils_listScrollParents=require(976),_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent=require(977),_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle=require(979),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),_vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect=require(987),_vendor_browser__popperjs_core_lib_domUtils_getParentNode=require(993),_vendor_browser__popperjs_core_lib_domUtils_contains=require(986),_vendor_browser__popperjs_core_lib_domUtils_getNodeName=require(994),_vendor_browser__popperjs_core_lib_utils_rectToClientRect=require(995),_vendor_browser__popperjs_core_lib_utils_math=require(988);function getInnerBoundingClientRect(e){var _=_vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect.getBoundingClientRect(e);return _.top=_.top+e.clientTop,_.left=_.left+e.clientLeft,_.bottom=_.top+e.clientHeight,_.right=_.left+e.clientWidth,_.width=e.clientWidth,_.height=e.clientHeight,_.x=_.left,_.y=_.top,_}function getClientRectFromMixedType(e,_){return _===_vendor_browser__popperjs_core_lib_enums.viewport?_vendor_browser__popperjs_core_lib_utils_rectToClientRect.rectToClientRect(_vendor_browser__popperjs_core_lib_domUtils_getViewportRect.getViewportRect(e)):_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isElement(_)?getInnerBoundingClientRect(_):_vendor_browser__popperjs_core_lib_utils_rectToClientRect.rectToClientRect(_vendor_browser__popperjs_core_lib_domUtils_getDocumentRect.getDocumentRect(_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(e)))}function getClippingParents(e){var _=_vendor_browser__popperjs_core_lib_domUtils_listScrollParents.listScrollParents(_vendor_browser__popperjs_core_lib_domUtils_getParentNode.getParentNode(e)),r=[\"absolute\",\"fixed\"].indexOf(_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(e).position)>=0&&_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(e)?_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent.getOffsetParent(e):e;return _vendor_browser__popperjs_core_lib_domUtils_instanceOf.isElement(r)?_.filter(function(e){return _vendor_browser__popperjs_core_lib_domUtils_instanceOf.isElement(e)&&_vendor_browser__popperjs_core_lib_domUtils_contains.contains(e,r)&&\"body\"!==_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(e)}):[]}function getClippingRect(e,_,r){var t=\"clippingParents\"===_?getClippingParents(e):[].concat(_),o=[].concat(t,[r]),i=o[0],n=o.reduce(function(_,r){var t=getClientRectFromMixedType(e,r);return _.top=_vendor_browser__popperjs_core_lib_utils_math.max(t.top,_.top),_.right=_vendor_browser__popperjs_core_lib_utils_math.min(t.right,_.right),_.bottom=_vendor_browser__popperjs_core_lib_utils_math.min(t.bottom,_.bottom),_.left=_vendor_browser__popperjs_core_lib_utils_math.max(t.left,_.left),_},getClientRectFromMixedType(e,i));return n.width=n.right-n.left,n.height=n.bottom-n.top,n.x=n.left,n.y=n.top,n}exports.getClippingRect=getClippingRect;\\n}, {\"973\":973,\"976\":976,\"977\":977,\"979\":979,\"985\":985,\"986\":986,\"987\":987,\"988\":988,\"990\":990,\"991\":991,\"992\":992,\"993\":993,\"994\":994,\"995\":995}];\\nwindow.modules[\"990\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999),_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_getWindowScrollBarX=require(997);function getViewportRect(e){var r=_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e),o=_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(e),t=r.visualViewport,_=o.clientWidth,i=o.clientHeight,n=0,s=0;return t&&(_=t.width,i=t.height,/^((?!chrome|android).)*safari/i.test(navigator.userAgent)||(n=t.offsetLeft,s=t.offsetTop)),{width:_,height:i,x:n+_vendor_browser__popperjs_core_lib_domUtils_getWindowScrollBarX.getWindowScrollBarX(e),y:s}}exports.getViewportRect=getViewportRect;\\n}, {\"992\":992,\"997\":997,\"999\":999}];\\nwindow.modules[\"991\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle=require(979),_vendor_browser__popperjs_core_lib_domUtils_getWindowScrollBarX=require(997),_vendor_browser__popperjs_core_lib_domUtils_getWindowScroll=require(1000),_vendor_browser__popperjs_core_lib_utils_math=require(988);function getDocumentRect(e){var o,r=_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(e),_=_vendor_browser__popperjs_core_lib_domUtils_getWindowScroll.getWindowScroll(e),t=null==(o=e.ownerDocument)?void 0:o.body,l=_vendor_browser__popperjs_core_lib_utils_math.max(r.scrollWidth,r.clientWidth,t?t.scrollWidth:0,t?t.clientWidth:0),i=_vendor_browser__popperjs_core_lib_utils_math.max(r.scrollHeight,r.clientHeight,t?t.scrollHeight:0,t?t.clientHeight:0),s=-_.scrollLeft+_vendor_browser__popperjs_core_lib_domUtils_getWindowScrollBarX.getWindowScrollBarX(e),c=-_.scrollTop;return\"rtl\"===_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(t||r).direction&&(s+=_vendor_browser__popperjs_core_lib_utils_math.max(r.clientWidth,t?t.clientWidth:0)-l),{width:l,height:i,x:s,y:c}}exports.getDocumentRect=getDocumentRect;\\n}, {\"979\":979,\"988\":988,\"992\":992,\"997\":997,\"1000\":1000}];\\nwindow.modules[\"992\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985);function getDocumentElement(e){return((_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isElement(e)?e.ownerDocument:e.document)||window.document).documentElement}exports.getDocumentElement=getDocumentElement;\\n}, {\"985\":985}];\\nwindow.modules[\"993\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getNodeName=require(994),_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985);function getParentNode(e){return\"html\"===_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(e)?e:e.assignedSlot||e.parentNode||(_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isShadowRoot(e)?e.host:null)||_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(e)}exports.getParentNode=getParentNode;\\n}, {\"985\":985,\"992\":992,\"994\":994}];\\nwindow.modules[\"994\"] = [function(require,module,exports){\"use strict\";function getNodeName(e){return e?(e.nodeName||\"\").toLowerCase():null}exports.getNodeName=getNodeName;\\n}, {}];\\nwindow.modules[\"995\"] = [function(require,module,exports){\"use strict\";function rectToClientRect(t){return Object.assign({},t,{left:t.x,top:t.y,right:t.x+t.width,bottom:t.y+t.height})}exports.rectToClientRect=rectToClientRect;\\n}, {}];\\nwindow.modules[\"996\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getWindowScroll=require(1000),_vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),_vendor_browser__popperjs_core_lib_domUtils_getHTMLElementScroll=require(1001);function getNodeScroll(e){return e!==_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e)&&_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(e)?_vendor_browser__popperjs_core_lib_domUtils_getHTMLElementScroll.getHTMLElementScroll(e):_vendor_browser__popperjs_core_lib_domUtils_getWindowScroll.getWindowScroll(e)}exports.getNodeScroll=getNodeScroll;\\n}, {\"985\":985,\"999\":999,\"1000\":1000,\"1001\":1001}];\\nwindow.modules[\"997\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect=require(987),_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_getWindowScroll=require(1000);function getWindowScrollBarX(e){return _vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect.getBoundingClientRect(_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(e)).left+_vendor_browser__popperjs_core_lib_domUtils_getWindowScroll.getWindowScroll(e).scrollLeft}exports.getWindowScrollBarX=getWindowScrollBarX;\\n}, {\"987\":987,\"992\":992,\"1000\":1000}];\\nwindow.modules[\"998\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getComputedStyle=require(979);function isScrollParent(e){var r=_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(e),o=r.overflow,t=r.overflowX,l=r.overflowY;return/auto|scroll|overlay|hidden/.test(o+l+t)}exports.isScrollParent=isScrollParent;\\n}, {\"979\":979}];\\nwindow.modules[\"999\"] = [function(require,module,exports){\"use strict\";function getWindow(n){if(null==n)return window;if(\"[object Window]\"!==n.toString()){var t=n.ownerDocument;return t&&t.defaultView||window}return n}exports.getWindow=getWindow;\\n}, {}];\\nwindow.modules[\"1000\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999);function getWindowScroll(e){var o=_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(e);return{scrollLeft:o.pageXOffset,scrollTop:o.pageYOffset}}exports.getWindowScroll=getWindowScroll;\\n}, {\"999\":999}];\\nwindow.modules[\"1001\"] = [function(require,module,exports){\"use strict\";function getHTMLElementScroll(l){return{scrollLeft:l.scrollLeft,scrollTop:l.scrollTop}}exports.getHTMLElementScroll=getHTMLElementScroll;\\n}, {}];\\nwindow.modules[\"1002\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getNodeName=require(994);function isTableElement(e){return[\"table\",\"td\",\"th\"].indexOf(_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(e))>=0}exports.isTableElement=isTableElement;\\n}, {\"994\":994}];\\nwindow.modules[\"1003\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getParentNode=require(993),_vendor_browser__popperjs_core_lib_domUtils_isScrollParent=require(998),_vendor_browser__popperjs_core_lib_domUtils_getNodeName=require(994),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985);function getScrollParent(e){return[\"html\",\"body\",\"#document\"].indexOf(_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(e))>=0?e.ownerDocument.body:_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(e)&&_vendor_browser__popperjs_core_lib_domUtils_isScrollParent.isScrollParent(e)?e:getScrollParent(_vendor_browser__popperjs_core_lib_domUtils_getParentNode.getParentNode(e))}exports.getScrollParent=getScrollParent;\\n}, {\"985\":985,\"993\":993,\"994\":994,\"998\":998}];\\nwindow.modules[\"1004\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getNodeName=require(994),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985);function applyStyles(e){var t=e.state;Object.keys(t.elements).forEach(function(e){var s=t.styles[e]||{},r=t.attributes[e]||{},o=t.elements[e];_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(o)&&_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(o)&&(Object.assign(o.style,s),Object.keys(r).forEach(function(e){var t=r[e];!1===t?o.removeAttribute(e):o.setAttribute(e,!0===t?\"\":t)}))})}function effect(e){var t=e.state,s={popper:{position:t.options.strategy,left:\"0\",top:\"0\",margin:\"0\"},arrow:{position:\"absolute\"},reference:{}};return Object.assign(t.elements.popper.style,s.popper),t.styles=s,t.elements.arrow&&Object.assign(t.elements.arrow.style,s.arrow),function(){Object.keys(t.elements).forEach(function(e){var r=t.elements[e],o=t.attributes[e]||{},n=Object.keys(t.styles.hasOwnProperty(e)?t.styles[e]:s[e]).reduce(function(e,t){return e[t]=\"\",e},{});_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(r)&&_vendor_browser__popperjs_core_lib_domUtils_getNodeName.getNodeName(r)&&(Object.assign(r.style,n),Object.keys(o).forEach(function(e){r.removeAttribute(e)}))})}}var applyStyles$1={name:\"applyStyles\",enabled:!0,phase:\"write\",fn:applyStyles,effect:effect,requires:[\"computeStyles\"]};exports.applyStyles=applyStyles$1;\\n}, {\"985\":985,\"994\":994}];\\nwindow.modules[\"1005\"] = [function(require,module,exports){(function (process){(function (){\\n\"use strict\";var _vendor_browser__popperjs_core_lib_utils_getBasePlacement=require(983),_vendor_browser__popperjs_core_lib_domUtils_getLayoutRect=require(975),_vendor_browser__popperjs_core_lib_domUtils_contains=require(986),_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent=require(977),_vendor_browser__popperjs_core_lib_utils_getMainAxisFromPlacement=require(1006),_vendor_browser__popperjs_core_lib_utils_within=require(1007),_vendor_browser__popperjs_core_lib_utils_mergePaddingObject=require(1008),_vendor_browser__popperjs_core_lib_utils_expandToHashMap=require(1009),_vendor_browser__popperjs_core_lib_enums=require(973),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),toPaddingObject=function(e,r){return e=\"function\"==typeof e?e(Object.assign({},r.rects,{placement:r.placement})):e,_vendor_browser__popperjs_core_lib_utils_mergePaddingObject.mergePaddingObject(\"number\"!=typeof e?e:_vendor_browser__popperjs_core_lib_utils_expandToHashMap.expandToHashMap(e,_vendor_browser__popperjs_core_lib_enums.basePlacements))};function arrow(e){var r,_=e.state,o=e.name,s=e.options,t=_.elements.arrow,n=_.modifiersData.popperOffsets,i=_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(_.placement),p=_vendor_browser__popperjs_core_lib_utils_getMainAxisFromPlacement.getMainAxisFromPlacement(i),a=[_vendor_browser__popperjs_core_lib_enums.left,_vendor_browser__popperjs_core_lib_enums.right].indexOf(i)>=0?\"height\":\"width\";if(t&&n){var l=toPaddingObject(s.padding,_),c=_vendor_browser__popperjs_core_lib_domUtils_getLayoutRect.getLayoutRect(t),d=\"y\"===p?_vendor_browser__popperjs_core_lib_enums.top:_vendor_browser__popperjs_core_lib_enums.left,b=\"y\"===p?_vendor_browser__popperjs_core_lib_enums.bottom:_vendor_browser__popperjs_core_lib_enums.right,m=_.rects.reference[a]+_.rects.reference[p]-n[p]-_.rects.popper[a],u=n[p]-_.rects.reference[p],w=_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent.getOffsetParent(t),j=w?\"y\"===p?w.clientHeight||0:w.clientWidth||0:0,f=m/2-u/2,v=l[d],g=j-c[a]-l[b],O=j/2-c[a]/2+f,P=_vendor_browser__popperjs_core_lib_utils_within.within(v,O,g),h=p;_.modifiersData[o]=((r={})[h]=P,r.centerOffset=P-O,r)}}function effect(e){var r=e.state,_=e.options.element,o=void 0===_?\"[data-popper-arrow]\":_;null!=o&&(\"string\"!=typeof o||(o=r.elements.popper.querySelector(o)))&&(\"production\"!==window.process.env.NODE_ENV&&(_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isHTMLElement(o)||console.error([\\'Popper: \"arrow\" element must be an HTMLElement (not an SVGElement).\\',\"To use an SVG arrow, wrap it in an HTMLElement that will be used as\",\"the arrow.\"].join(\" \"))),_vendor_browser__popperjs_core_lib_domUtils_contains.contains(r.elements.popper,o)?r.elements.arrow=o:\"production\"!==window.process.env.NODE_ENV&&console.error([\\'Popper: \"arrow\" modifier\\\\\\'s `element` must be a child of the popper\\',\"element.\"].join(\" \")))}var arrow$1={name:\"arrow\",enabled:!0,phase:\"main\",fn:arrow,effect:effect,requires:[\"popperOffsets\"],requiresIfExists:[\"preventOverflow\"]};exports.arrow=arrow$1;\\n\\n}).call(this)}).call(this,require(221))}, {\"221\":221,\"973\":973,\"975\":975,\"977\":977,\"983\":983,\"985\":985,\"986\":986,\"1006\":1006,\"1007\":1007,\"1008\":1008,\"1009\":1009}];\\nwindow.modules[\"1006\"] = [function(require,module,exports){\"use strict\";function getMainAxisFromPlacement(t){return[\"top\",\"bottom\"].indexOf(t)>=0?\"x\":\"y\"}exports.getMainAxisFromPlacement=getMainAxisFromPlacement;\\n}, {}];\\nwindow.modules[\"1007\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_utils_math=require(988);function within(r,i,_){return _vendor_browser__popperjs_core_lib_utils_math.max(r,_vendor_browser__popperjs_core_lib_utils_math.min(i,_))}function withinMaxClamp(r,i,_){var t=within(r,i,_);return t>_?_:t}exports.within=within,exports.withinMaxClamp=withinMaxClamp;\\n}, {\"988\":988}];\\nwindow.modules[\"1008\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_utils_getFreshSideObject=require(1024);function mergePaddingObject(e){return Object.assign({},_vendor_browser__popperjs_core_lib_utils_getFreshSideObject.getFreshSideObject(),e)}exports.mergePaddingObject=mergePaddingObject;\\n}, {\"1024\":1024}];\\nwindow.modules[\"1009\"] = [function(require,module,exports){\"use strict\";function expandToHashMap(a,e){return e.reduce(function(e,n){return e[n]=a,e},{})}exports.expandToHashMap=expandToHashMap;\\n}, {}];\\nwindow.modules[\"1010\"] = [function(require,module,exports){(function (process){(function (){\\n\"use strict\";var _vendor_browser__popperjs_core_lib_enums=require(973),_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent=require(977),_vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999),_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle=require(979),_vendor_browser__popperjs_core_lib_utils_getBasePlacement=require(983),_vendor_browser__popperjs_core_lib_utils_getVariation=require(1011),_vendor_browser__popperjs_core_lib_utils_math=require(988),unsetSides={top:\"auto\",right:\"auto\",bottom:\"auto\",left:\"auto\"};function roundOffsetsByDPR(e){var o=e.x,r=e.y,t=window.devicePixelRatio||1;return{x:_vendor_browser__popperjs_core_lib_utils_math.round(o*t)/t||0,y:_vendor_browser__popperjs_core_lib_utils_math.round(r*t)/t||0}}function mapToStyles(e){var o,r=e.popper,t=e.popperRect,s=e.placement,_=e.variation,p=e.offsets,i=e.position,n=e.gpuAcceleration,a=e.adaptive,l=e.roundOffsets,d=e.isFixed,m=p.x,u=void 0===m?0:m,c=p.y,b=void 0===c?0:c,f=\"function\"==typeof l?l({x:u,y:b}):{x:u,y:b};u=f.x,b=f.y;var v=p.hasOwnProperty(\"x\"),w=p.hasOwnProperty(\"y\"),g=_vendor_browser__popperjs_core_lib_enums.left,j=_vendor_browser__popperjs_core_lib_enums.top,y=window;if(a){var h=_vendor_browser__popperjs_core_lib_domUtils_getOffsetParent.getOffsetParent(r),S=\"clientHeight\",x=\"clientWidth\";if(h===_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(r)&&(h=_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(r),\"static\"!==_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(h).position&&\"absolute\"===i&&(S=\"scrollHeight\",x=\"scrollWidth\")),h=h,s===_vendor_browser__popperjs_core_lib_enums.top||(s===_vendor_browser__popperjs_core_lib_enums.left||s===_vendor_browser__popperjs_core_lib_enums.right)&&_===_vendor_browser__popperjs_core_lib_enums.end)j=_vendor_browser__popperjs_core_lib_enums.bottom,b-=(d&&h===y&&y.visualViewport?y.visualViewport.height:h[S])-t.height,b*=n?1:-1;if(s===_vendor_browser__popperjs_core_lib_enums.left||(s===_vendor_browser__popperjs_core_lib_enums.top||s===_vendor_browser__popperjs_core_lib_enums.bottom)&&_===_vendor_browser__popperjs_core_lib_enums.end)g=_vendor_browser__popperjs_core_lib_enums.right,u-=(d&&h===y&&y.visualViewport?y.visualViewport.width:h[x])-t.width,u*=n?1:-1}var O,P=Object.assign({position:i},a&&unsetSides),D=!0===l?roundOffsetsByDPR({x:u,y:b}):{x:u,y:b};return u=D.x,b=D.y,n?Object.assign({},P,((O={})[j]=w?\"0\":\"\",O[g]=v?\"0\":\"\",O.transform=(y.devicePixelRatio||1)<=1?\"translate(\"+u+\"px, \"+b+\"px)\":\"translate3d(\"+u+\"px, \"+b+\"px, 0)\",O)):Object.assign({},P,((o={})[j]=w?b+\"px\":\"\",o[g]=v?u+\"px\":\"\",o.transform=\"\",o))}function computeStyles(e){var o=e.state,r=e.options,t=r.gpuAcceleration,s=void 0===t||t,_=r.adaptive,p=void 0===_||_,i=r.roundOffsets,n=void 0===i||i;if(\"production\"!==window.process.env.NODE_ENV){var a=_vendor_browser__popperjs_core_lib_domUtils_getComputedStyle.getComputedStyle(o.elements.popper).transitionProperty||\"\";p&&[\"transform\",\"top\",\"right\",\"bottom\",\"left\"].some(function(e){return a.indexOf(e)>=0})&&console.warn([\"Popper: Detected CSS transitions on at least one of the following\",\\'CSS properties: \"transform\", \"top\", \"right\", \"bottom\", \"left\".\\',\"\\\\n\\\\n\",\\'Disable the \"computeStyles\" modifier\\\\\\'s `adaptive` option to allow\\',\"for smooth transitions, or remove these properties from the CSS\",\"transition declaration on the popper element if only transitioning\",\"opacity or background-color for example.\",\"\\\\n\\\\n\",\"We recommend using the popper element as a wrapper around an inner\",\"element that can have any CSS property transitioned for animations.\"].join(\" \"))}var l={placement:_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(o.placement),variation:_vendor_browser__popperjs_core_lib_utils_getVariation.getVariation(o.placement),popper:o.elements.popper,popperRect:o.rects.popper,gpuAcceleration:s,isFixed:\"fixed\"===o.options.strategy};null!=o.modifiersData.popperOffsets&&(o.styles.popper=Object.assign({},o.styles.popper,mapToStyles(Object.assign({},l,{offsets:o.modifiersData.popperOffsets,position:o.options.strategy,adaptive:p,roundOffsets:n})))),null!=o.modifiersData.arrow&&(o.styles.arrow=Object.assign({},o.styles.arrow,mapToStyles(Object.assign({},l,{offsets:o.modifiersData.arrow,position:\"absolute\",adaptive:!1,roundOffsets:n})))),o.attributes.popper=Object.assign({},o.attributes.popper,{\"data-popper-placement\":o.placement})}var computeStyles$1={name:\"computeStyles\",enabled:!0,phase:\"beforeWrite\",fn:computeStyles,data:{}};exports.computeStyles=computeStyles$1;\\n\\n}).call(this)}).call(this,require(221))}, {\"221\":221,\"973\":973,\"977\":977,\"979\":979,\"983\":983,\"988\":988,\"992\":992,\"999\":999,\"1011\":1011}];\\nwindow.modules[\"1011\"] = [function(require,module,exports){\"use strict\";function getVariation(t){return t.split(\"-\")[1]}exports.getVariation=getVariation;\\n}, {}];\\nwindow.modules[\"1012\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getWindow=require(999),passive={passive:!0};function effect(e){var s=e.state,t=e.instance,r=e.options,n=r.scroll,i=void 0===n||n,o=r.resize,a=void 0===o||o,p=_vendor_browser__popperjs_core_lib_domUtils_getWindow.getWindow(s.elements.popper),v=[].concat(s.scrollParents.reference,s.scrollParents.popper);return i&&v.forEach(function(e){e.addEventListener(\"scroll\",t.update,passive)}),a&&p.addEventListener(\"resize\",t.update,passive),function(){i&&v.forEach(function(e){e.removeEventListener(\"scroll\",t.update,passive)}),a&&p.removeEventListener(\"resize\",t.update,passive)}}var eventListeners={name:\"eventListeners\",enabled:!0,phase:\"write\",fn:function(){},effect:effect,data:{}};exports.eventListeners=eventListeners;\\n}, {\"999\":999}];\\nwindow.modules[\"1013\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_utils_getOppositePlacement=require(1014),_vendor_browser__popperjs_core_lib_utils_getBasePlacement=require(983),_vendor_browser__popperjs_core_lib_utils_getOppositeVariationPlacement=require(1015),_vendor_browser__popperjs_core_lib_utils_detectOverflow=require(1017),_vendor_browser__popperjs_core_lib_utils_computeAutoPlacement=require(1016),_vendor_browser__popperjs_core_lib_enums=require(973),_vendor_browser__popperjs_core_lib_utils_getVariation=require(1011);function getExpandedFallbackPlacements(e){if(_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(e)===_vendor_browser__popperjs_core_lib_enums.auto)return[];var r=_vendor_browser__popperjs_core_lib_utils_getOppositePlacement.getOppositePlacement(e);return[_vendor_browser__popperjs_core_lib_utils_getOppositeVariationPlacement.getOppositeVariationPlacement(e),r,_vendor_browser__popperjs_core_lib_utils_getOppositeVariationPlacement.getOppositeVariationPlacement(r)]}function flip(e){var r=e.state,_=e.options,o=e.name;if(!r.modifiersData[o]._skip){for(var t=_.mainAxis,s=void 0===t||t,p=_.altAxis,i=void 0===p||p,n=_.fallbackPlacements,a=_.padding,l=_.boundary,c=_.rootBoundary,u=_.altBoundary,b=_.flipVariations,d=void 0===b||b,m=_.allowedAutoPlacements,v=r.options.placement,f=_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(v),g=n||(f===v||!d?[_vendor_browser__popperjs_core_lib_utils_getOppositePlacement.getOppositePlacement(v)]:getExpandedFallbackPlacements(v)),w=[v].concat(g).reduce(function(e,_){return e.concat(_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(_)===_vendor_browser__popperjs_core_lib_enums.auto?_vendor_browser__popperjs_core_lib_utils_computeAutoPlacement.computeAutoPlacement(r,{placement:_,boundary:l,rootBoundary:c,padding:a,flipVariations:d,allowedAutoPlacements:m}):_)},[]),j=r.rects.reference,P=r.rects.popper,O=new Map,B=!0,V=w[0],k=0;k<w.length;k++){var y=w[k],h=_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(y),q=_vendor_browser__popperjs_core_lib_utils_getVariation.getVariation(y)===_vendor_browser__popperjs_core_lib_enums.start,A=[_vendor_browser__popperjs_core_lib_enums.top,_vendor_browser__popperjs_core_lib_enums.bottom].indexOf(h)>=0,x=A?\"width\":\"height\",E=_vendor_browser__popperjs_core_lib_utils_detectOverflow.detectOverflow(r,{placement:y,boundary:l,rootBoundary:c,altBoundary:u,padding:a}),D=A?q?_vendor_browser__popperjs_core_lib_enums.right:_vendor_browser__popperjs_core_lib_enums.left:q?_vendor_browser__popperjs_core_lib_enums.bottom:_vendor_browser__popperjs_core_lib_enums.top;j[x]>P[x]&&(D=_vendor_browser__popperjs_core_lib_utils_getOppositePlacement.getOppositePlacement(D));var F=_vendor_browser__popperjs_core_lib_utils_getOppositePlacement.getOppositePlacement(D),$=[];if(s&&$.push(E[h]<=0),i&&$.push(E[D]<=0,E[F]<=0),$.every(function(e){return e})){V=y,B=!1;break}O.set(y,$)}if(B)for(var I=function(e){var r=w.find(function(r){var _=O.get(r);if(_)return _.slice(0,e).every(function(e){return e})});if(r)return V=r,\"break\"},M=d?3:1;M>0;M--){if(\"break\"===I(M))break}r.placement!==V&&(r.modifiersData[o]._skip=!0,r.placement=V,r.reset=!0)}}var flip$1={name:\"flip\",enabled:!0,phase:\"main\",fn:flip,requiresIfExists:[\"offset\"],data:{_skip:!1}};exports.flip=flip$1;\\n}, {\"973\":973,\"983\":983,\"1011\":1011,\"1014\":1014,\"1015\":1015,\"1016\":1016,\"1017\":1017}];\\nwindow.modules[\"1014\"] = [function(require,module,exports){\"use strict\";var hash={left:\"right\",right:\"left\",bottom:\"top\",top:\"bottom\"};function getOppositePlacement(t){return t.replace(/left|right|bottom|top/g,function(t){return hash[t]})}exports.getOppositePlacement=getOppositePlacement;\\n}, {}];\\nwindow.modules[\"1015\"] = [function(require,module,exports){\"use strict\";var hash={start:\"end\",end:\"start\"};function getOppositeVariationPlacement(t){return t.replace(/start|end/g,function(t){return hash[t]})}exports.getOppositeVariationPlacement=getOppositeVariationPlacement;\\n}, {}];\\nwindow.modules[\"1016\"] = [function(require,module,exports){(function (process){(function (){\\n\"use strict\";var _vendor_browser__popperjs_core_lib_utils_getVariation=require(1011),_vendor_browser__popperjs_core_lib_enums=require(973),_vendor_browser__popperjs_core_lib_utils_detectOverflow=require(1017),_vendor_browser__popperjs_core_lib_utils_getBasePlacement=require(983);function computeAutoPlacement(e,r){void 0===r&&(r={});var o=r,t=o.placement,_=o.boundary,n=o.rootBoundary,s=o.padding,a=o.flipVariations,i=o.allowedAutoPlacements,l=void 0===i?_vendor_browser__popperjs_core_lib_enums.placements:i,p=_vendor_browser__popperjs_core_lib_utils_getVariation.getVariation(t),c=p?a?_vendor_browser__popperjs_core_lib_enums.variationPlacements:_vendor_browser__popperjs_core_lib_enums.variationPlacements.filter(function(e){return _vendor_browser__popperjs_core_lib_utils_getVariation.getVariation(e)===p}):_vendor_browser__popperjs_core_lib_enums.basePlacements,u=c.filter(function(e){return l.indexOf(e)>=0});0===u.length&&(u=c,\"production\"!==window.process.env.NODE_ENV&&console.error([\"Popper: The `allowedAutoPlacements` option did not allow any\",\"placements. Ensure the `placement` option matches the variation\",\"of the allowed placements.\",\\'For example, \"auto\" cannot be used to allow \"bottom-start\".\\',\\'Use \"auto-start\" instead.\\'].join(\" \")));var d=u.reduce(function(r,o){return r[o]=_vendor_browser__popperjs_core_lib_utils_detectOverflow.detectOverflow(e,{placement:o,boundary:_,rootBoundary:n,padding:s})[_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(o)],r},{});return Object.keys(d).sort(function(e,r){return d[e]-d[r]})}exports.computeAutoPlacement=computeAutoPlacement;\\n\\n}).call(this)}).call(this,require(221))}, {\"221\":221,\"973\":973,\"983\":983,\"1011\":1011,\"1017\":1017}];\\nwindow.modules[\"1017\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_domUtils_getClippingRect=require(989),_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement=require(992),_vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect=require(987),_vendor_browser__popperjs_core_lib_utils_computeOffsets=require(1021),_vendor_browser__popperjs_core_lib_utils_rectToClientRect=require(995),_vendor_browser__popperjs_core_lib_enums=require(973),_vendor_browser__popperjs_core_lib_domUtils_instanceOf=require(985),_vendor_browser__popperjs_core_lib_utils_mergePaddingObject=require(1008),_vendor_browser__popperjs_core_lib_utils_expandToHashMap=require(1009);function detectOverflow(e,_){void 0===_&&(_={});var r=_,o=r.placement,p=void 0===o?e.placement:o,t=r.boundary,s=void 0===t?_vendor_browser__popperjs_core_lib_enums.clippingParents:t,n=r.rootBoundary,i=void 0===n?_vendor_browser__popperjs_core_lib_enums.viewport:n,l=r.elementContext,c=void 0===l?_vendor_browser__popperjs_core_lib_enums.popper:l,b=r.altBoundary,d=void 0!==b&&b,m=r.padding,u=void 0===m?0:m,j=_vendor_browser__popperjs_core_lib_utils_mergePaddingObject.mergePaddingObject(\"number\"!=typeof u?u:_vendor_browser__popperjs_core_lib_utils_expandToHashMap.expandToHashMap(u,_vendor_browser__popperjs_core_lib_enums.basePlacements)),v=c===_vendor_browser__popperjs_core_lib_enums.popper?_vendor_browser__popperjs_core_lib_enums.reference:_vendor_browser__popperjs_core_lib_enums.popper,a=e.rects.popper,g=e.elements[d?v:c],w=_vendor_browser__popperjs_core_lib_domUtils_getClippingRect.getClippingRect(_vendor_browser__popperjs_core_lib_domUtils_instanceOf.isElement(g)?g:g.contextElement||_vendor_browser__popperjs_core_lib_domUtils_getDocumentElement.getDocumentElement(e.elements.popper),s,i),f=_vendor_browser__popperjs_core_lib_domUtils_getBoundingClientRect.getBoundingClientRect(e.elements.reference),O=_vendor_browser__popperjs_core_lib_utils_computeOffsets.computeOffsets({reference:f,element:a,strategy:\"absolute\",placement:p}),C=_vendor_browser__popperjs_core_lib_utils_rectToClientRect.rectToClientRect(Object.assign({},a,O)),R=c===_vendor_browser__popperjs_core_lib_enums.popper?C:f,h={top:w.top-R.top+j.top,bottom:R.bottom-w.bottom+j.bottom,left:w.left-R.left+j.left,right:R.right-w.right+j.right},x=e.modifiersData.offset;if(c===_vendor_browser__popperjs_core_lib_enums.popper&&x){var q=x[p];Object.keys(h).forEach(function(e){var _=[_vendor_browser__popperjs_core_lib_enums.right,_vendor_browser__popperjs_core_lib_enums.bottom].indexOf(e)>=0?1:-1,r=[_vendor_browser__popperjs_core_lib_enums.top,_vendor_browser__popperjs_core_lib_enums.bottom].indexOf(e)>=0?\"y\":\"x\";h[e]+=q[r]*_})}return h}exports.detectOverflow=detectOverflow;\\n}, {\"973\":973,\"985\":985,\"987\":987,\"989\":989,\"992\":992,\"995\":995,\"1008\":1008,\"1009\":1009,\"1021\":1021}];\\nwindow.modules[\"1018\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_enums=require(973),_vendor_browser__popperjs_core_lib_utils_detectOverflow=require(1017);function getSideOffsets(e,r,t){return void 0===t&&(t={x:0,y:0}),{top:e.top-r.height-t.y,right:e.right-r.width+t.x,bottom:e.bottom-r.height+t.y,left:e.left-r.width-t.x}}function isAnySideFullyClipped(e){return[_vendor_browser__popperjs_core_lib_enums.top,_vendor_browser__popperjs_core_lib_enums.right,_vendor_browser__popperjs_core_lib_enums.bottom,_vendor_browser__popperjs_core_lib_enums.left].some(function(r){return e[r]>=0})}function hide(e){var r=e.state,t=e.name,o=r.rects.reference,s=r.rects.popper,p=r.modifiersData.preventOverflow,i=_vendor_browser__popperjs_core_lib_utils_detectOverflow.detectOverflow(r,{elementContext:\"reference\"}),_=_vendor_browser__popperjs_core_lib_utils_detectOverflow.detectOverflow(r,{altBoundary:!0}),n=getSideOffsets(i,o),d=getSideOffsets(_,s,p),l=isAnySideFullyClipped(n),f=isAnySideFullyClipped(d);r.modifiersData[t]={referenceClippingOffsets:n,popperEscapeOffsets:d,isReferenceHidden:l,hasPopperEscaped:f},r.attributes.popper=Object.assign({},r.attributes.popper,{\"data-popper-reference-hidden\":l,\"data-popper-escaped\":f})}var hide$1={name:\"hide\",enabled:!0,phase:\"main\",requiresIfExists:[\"preventOverflow\"],fn:hide};exports.hide=hide$1;\\n}, {\"973\":973,\"1017\":1017}];\\nwindow.modules[\"1019\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_utils_getBasePlacement=require(983),_vendor_browser__popperjs_core_lib_enums=require(973);function distanceAndSkiddingToXY(e,r,s){var o=_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(e),_=[_vendor_browser__popperjs_core_lib_enums.left,_vendor_browser__popperjs_core_lib_enums.top].indexOf(o)>=0?-1:1,t=\"function\"==typeof s?s(Object.assign({},r,{placement:e})):s,n=t[0],p=t[1];return n=n||0,p=(p||0)*_,[_vendor_browser__popperjs_core_lib_enums.left,_vendor_browser__popperjs_core_lib_enums.right].indexOf(o)>=0?{x:p,y:n}:{x:n,y:p}}function offset(e){var r=e.state,s=e.options,o=e.name,_=s.offset,t=void 0===_?[0,0]:_,n=_vendor_browser__popperjs_core_lib_enums.placements.reduce(function(e,s){return e[s]=distanceAndSkiddingToXY(s,r.rects,t),e},{}),p=n[r.placement],i=p.x,f=p.y;null!=r.modifiersData.popperOffsets&&(r.modifiersData.popperOffsets.x+=i,r.modifiersData.popperOffsets.y+=f),r.modifiersData[o]=n}var offset$1={name:\"offset\",enabled:!0,phase:\"main\",requires:[\"popperOffsets\"],fn:offset};exports.offset=offset$1;\\n}, {\"973\":973,\"983\":983}];\\nwindow.modules[\"1020\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_utils_computeOffsets=require(1021);function popperOffsets(e){var s=e.state,p=e.name;s.modifiersData[p]=_vendor_browser__popperjs_core_lib_utils_computeOffsets.computeOffsets({reference:s.rects.reference,element:s.rects.popper,strategy:\"absolute\",placement:s.placement})}var popperOffsets$1={name:\"popperOffsets\",enabled:!0,phase:\"read\",fn:popperOffsets,data:{}};exports.popperOffsets=popperOffsets$1;\\n}, {\"1021\":1021}];\\nwindow.modules[\"1021\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__popperjs_core_lib_utils_getBasePlacement=require(983),_vendor_browser__popperjs_core_lib_utils_getVariation=require(1011),_vendor_browser__popperjs_core_lib_utils_getMainAxisFromPlacement=require(1006),_vendor_browser__popperjs_core_lib_enums=require(973);function computeOffsets(e){var r,_=e.reference,s=e.element,o=e.placement,t=o?_vendor_browser__popperjs_core_lib_utils_getBasePlacement.getBasePlacement(o):null,i=o?_vendor_browser__popperjs_core_lib_utils_getVariation.getVariation(o):null,n=_.x+_.width/2-s.width/2,p=_.y+_.height/2-s.height/2;switch(t){case _vendor_browser__popperjs_core_lib_enums.top:r={x:n,y:_.y-s.height};break;case _vendor_browser__popperjs_core_lib_enums.bottom:r={x:n,y:_.y+_.height};break;case _vendor_browser__popperjs_core_lib_enums.right:r={x:_.x+_.width,y:p};break;case _vendor_browser__popperjs_core_lib_enums.left:r={x:_.x-s.width,y:p};break;default:r={x:_.x,y:_.y}}var a=t?_vendor_browser__popperjs_core_lib_utils_getMainAxisFromPlacement.getMainAxisFromPlacement(t):null;if(null!=a){var l=\"y\"===a?\"height\":\"width\";switch(i){case _vendor_browser__popperjs_core_lib_enums.start:r[a]=r[a]-(_[l]/2-s[l]/2);break;case _vendor_browser__popperjs_core_lib_enums.end:r[a]=r[a]+(_[l]/2-s[l]/2)}}return r}exports.computeOffsets=computeOffsets;\\n}, {\"973\":973,\"983\":983,\"1006\":1006,\"1011\":1011}];\\nwindow.modules[\"1022\"] = [function(require,module,exports){\"use strict\";var 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Symbol&&t[Symbol.hasInstance]?!!t[Symbol.hasInstance](e):e instanceof t}var URL=_vendor_browser_url_url.url.URL,Writable=require$$0__default.default.Writable,events=[\"abort\",\"aborted\",\"connect\",\"error\",\"socket\",\"timeout\"],eventHandlers=Object.create(null);events.forEach(function(e){eventHandlers[e]=function(t,r,o){this._redirectable.emit(e,t,r,o)}});var InvalidUrlError=createErrorType(\"ERR_INVALID_URL\",\"Invalid URL\",TypeError),RedirectionError=createErrorType(\"ERR_FR_REDIRECTION_FAILURE\",\"Redirected request failed\"),TooManyRedirectsError=createErrorType(\"ERR_FR_TOO_MANY_REDIRECTS\",\"Maximum number of redirects exceeded\"),MaxBodyLengthExceededError=createErrorType(\"ERR_FR_MAX_BODY_LENGTH_EXCEEDED\",\"Request body larger than maxBodyLength limit\"),WriteAfterEndError=createErrorType(\"ERR_STREAM_WRITE_AFTER_END\",\"write after end\");function RedirectableRequest(e,t){Writable.call(this),this._sanitizeOptions(e),this._options=e,this._ended=!1,this._ending=!1,this._redirectCount=0,this._redirects=[],this._requestBodyLength=0,this._requestBodyBuffers=[],t&&this.on(\"response\",t);var r=this;this._onNativeResponse=function(e){r._processResponse(e)},this._performRequest()}function wrap(e){var t={maxRedirects:21,maxBodyLength:10485760},r={};return Object.keys(e).forEach(function(o){var s=o+\":\",i=r[s]=e[o],n=t[o]=Object.create(i);Object.defineProperties(n,{request:{value:function(e,o,i){if(isString(e)){var n;try{n=urlToOptions(new URL(e))}catch(t){n=_vendor_browser_url_url.url.parse(e)}if(!isString(n.protocol))throw new InvalidUrlError({input:e});e=n}else URL&&_instanceof(e,URL)?e=urlToOptions(e):(i=o,o=e,e={protocol:s});return isFunction(o)&&(i=o,o=null),(o=Object.assign({maxRedirects:t.maxRedirects,maxBodyLength:t.maxBodyLength},e,o)).nativeProtocols=r,isString(o.host)||isString(o.hostname)||(o.hostname=\"::1\"),_vendor_browser_assert_assert.assert_1.equal(o.protocol,s,\"protocol mismatch\"),_vendor_browser_followRedirects_debug.debug_1(\"options\",o),new RedirectableRequest(o,i)},configurable:!0,enumerable:!0,writable:!0},get:{value:function(e,t,r){var o=n.request(e,t,r);return o.end(),o},configurable:!0,enumerable:!0,writable:!0}})}),t}function noop(){}function urlToOptions(e){var t={protocol:e.protocol,hostname:e.hostname.startsWith(\"[\")?e.hostname.slice(1,-1):e.hostname,hash:e.hash,search:e.search,pathname:e.pathname,path:e.pathname+e.search,href:e.href};return\"\"!==e.port&&(t.port=Number(e.port)),t}function removeMatchingHeaders(e,t){var r;for(var o in t)e.test(o)&&(r=t[o],delete t[o]);return null==r?void 0:String(r).trim()}function createErrorType(e,t,r){var o=function(r){Error.captureStackTrace(this,this.constructor),Object.assign(this,r||{}),this.code=e,this.message=this.cause?t+\": \"+this.cause.message:t};return(o.prototype=new(r||Error)).constructor=o,o.prototype.name=\"Error [\"+e+\"]\",o}function abortRequest(e){var t=!0,r=!1,o=void 0;try{for(var s,i=events[Symbol.iterator]();!(t=(s=i.next()).done);t=!0){var n=s.value;e.removeListener(n,eventHandlers[n])}}catch(e){r=!0,o=e}finally{try{t||null==i.return||i.return()}finally{if(r)throw o}}e.on(\"error\",noop),e.abort()}function isSubdomain(e,t){_vendor_browser_assert_assert.assert_1(isString(e)&&isString(t));var r=e.length-t.length-1;return r>0&&\".\"===e[r]&&e.endsWith(t)}function isString(e){return\"string\"==typeof e||_instanceof(e,String)}function isFunction(e){return\"function\"==typeof e}function isBuffer(e){return\"object\"==typeof e&&\"length\"in e}RedirectableRequest.prototype=Object.create(Writable.prototype),RedirectableRequest.prototype.abort=function(){abortRequest(this._currentRequest),this.emit(\"abort\")},RedirectableRequest.prototype.write=function(e,t,r){if(this._ending)throw new WriteAfterEndError;if(!isString(e)&&!isBuffer(e))throw new TypeError(\"data should be a string, Buffer or Uint8Array\");isFunction(t)&&(r=t,t=null),0!==e.length?this._requestBodyLength+e.length<=this._options.maxBodyLength?(this._requestBodyLength+=e.length,this._requestBodyBuffers.push({data:e,encoding:t}),this._currentRequest.write(e,t,r)):(this.emit(\"error\",new MaxBodyLengthExceededError),this.abort()):r&&r()},RedirectableRequest.prototype.end=function(e,t,r){if(isFunction(e)?(r=e,e=t=null):isFunction(t)&&(r=t,t=null),e){var o=this,s=this._currentRequest;this.write(e,t,function(){o._ended=!0,s.end(null,null,r)}),this._ending=!0}else this._ended=this._ending=!0,this._currentRequest.end(null,null,r)},RedirectableRequest.prototype.setHeader=function(e,t){this._options.headers[e]=t,this._currentRequest.setHeader(e,t)},RedirectableRequest.prototype.removeHeader=function(e){delete this._options.headers[e],this._currentRequest.removeHeader(e)},RedirectableRequest.prototype.setTimeout=function(e,t){var r=function(t){t.setTimeout(e),t.removeListener(\"timeout\",t.destroy),t.addListener(\"timeout\",t.destroy)},o=function(t){s._timeout&&clearTimeout(s._timeout),s._timeout=setTimeout(function(){s.emit(\"timeout\"),i()},e),r(t)},s=this;function i(){s._timeout&&(clearTimeout(s._timeout),s._timeout=null),s.removeListener(\"abort\",i),s.removeListener(\"error\",i),s.removeListener(\"response\",i),t&&s.removeListener(\"timeout\",t),s.socket||s._currentRequest.removeListener(\"socket\",o)}return t&&this.on(\"timeout\",t),this.socket?o(this.socket):this._currentRequest.once(\"socket\",o),this.on(\"socket\",r),this.on(\"abort\",i),this.on(\"error\",i),this.on(\"response\",i),this},[\"flushHeaders\",\"getHeader\",\"setNoDelay\",\"setSocketKeepAlive\"].forEach(function(e){RedirectableRequest.prototype[e]=function(t,r){return this._currentRequest[e](t,r)}}),[\"aborted\",\"connection\",\"socket\"].forEach(function(e){Object.defineProperty(RedirectableRequest.prototype,e,{get:function(){return this._currentRequest[e]}})}),RedirectableRequest.prototype._sanitizeOptions=function(e){if(e.headers||(e.headers={}),e.host&&(e.hostname||(e.hostname=e.host),delete e.host),!e.pathname&&e.path){var t=e.path.indexOf(\"?\");t<0?e.pathname=e.path:(e.pathname=e.path.substring(0,t),e.search=e.path.substring(t))}},RedirectableRequest.prototype._performRequest=function(){var e=this._options.protocol,t=this._options.nativeProtocols[e];if(t){if(this._options.agents){var r=e.slice(0,-1);this._options.agent=this._options.agents[r]}var o=this._currentRequest=t.request(this._options,this._onNativeResponse);o._redirectable=this;var s=!0,i=!1,n=void 0;try{for(var a,u=events[Symbol.iterator]();!(s=(a=u.next()).done);s=!0){var h=a.value;o.on(h,eventHandlers[h])}}catch(e){i=!0,n=e}finally{try{s||null==u.return||u.return()}finally{if(i)throw n}}if(this._currentUrl=/^\\\\//.test(this._options.path)?_vendor_browser_url_url.url.format(this._options):this._options.path,this._isRedirect){var c=0,d=this,l=this._requestBodyBuffers;!function e(t){if(o===d._currentRequest)if(t)d.emit(\"error\",t);else if(c<l.length){var r=l[c++];o.finished||o.write(r.data,r.encoding,e)}else d._ended&&o.end()}()}}else this.emit(\"error\",new TypeError(\"Unsupported protocol \"+e))},RedirectableRequest.prototype._processResponse=function(e){var t=e.statusCode;this._options.trackRedirects&&this._redirects.push({url:this._currentUrl,headers:e.headers,statusCode:t});var r=e.headers.location;if(!r||!1===this._options.followRedirects||t<300||t>=400)return e.responseUrl=this._currentUrl,e.redirects=this._redirects,this.emit(\"response\",e),void(this._requestBodyBuffers=[]);if(abortRequest(this._currentRequest),e.destroy(),++this._redirectCount>this._options.maxRedirects)this.emit(\"error\",new TooManyRedirectsError);else{var o,s=this._options.beforeRedirect;s&&(o=Object.assign({Host:e.req.getHeader(\"host\")},this._options.headers));var i=this._options.method;((301===t||302===t)&&\"POST\"===this._options.method||303===t&&!/^(?:GET|HEAD)$/.test(this._options.method))&&(this._options.method=\"GET\",this._requestBodyBuffers=[],removeMatchingHeaders(/^content-/i,this._options.headers));var n,a=removeMatchingHeaders(/^host$/i,this._options.headers),u=_vendor_browser_url_url.url.parse(this._currentUrl),h=a||u.host,c=/^\\\\w+:/.test(r)?this._currentUrl:_vendor_browser_url_url.url.format(Object.assign(u,{host:h}));try{n=_vendor_browser_url_url.url.resolve(c,r)}catch(e){return void this.emit(\"error\",new RedirectionError({cause:e}))}_vendor_browser_followRedirects_debug.debug_1(\"redirecting to\",n),this._isRedirect=!0;var d=_vendor_browser_url_url.url.parse(n);if(Object.assign(this._options,d),(d.protocol!==u.protocol&&\"https:\"!==d.protocol||d.host!==h&&!isSubdomain(d.host,h))&&removeMatchingHeaders(/^(?:authorization|cookie)$/i,this._options.headers),isFunction(s)){var l={headers:e.headers,statusCode:t},_={url:c,method:i,headers:o};try{s(this._options,l,_)}catch(e){return void this.emit(\"error\",e)}this._sanitizeOptions(this._options)}try{this._performRequest()}catch(e){this.emit(\"error\",new RedirectionError({cause:e}))}}};var followRedirects=wrap({http:http__default.default,https:https__default.default}),wrap_1=wrap;followRedirects.wrap=wrap_1,exports.followRedirects=followRedirects;\\n}, {\"1031\":1031,\"1038\":1038,\"1039\":1039,\"1042\":1042,\"1354\":1354,\"1355\":1355}];\\nwindow.modules[\"1042\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_url_node_modules_punycode_punycode=require(1619),_vendor_browser_querystring_index=require(1613);function _instanceof(t,s){return null!=s&&\"undefined\"!=typeof Symbol&&s[Symbol.hasInstance]?!!s[Symbol.hasInstance](t):t instanceof s}var _typeof=function(t){return t&&\"undefined\"!=typeof Symbol&&t.constructor===Symbol?\"symbol\":typeof t},parse=urlParse,resolve=urlResolve,resolveObject=urlResolveObject,format=urlFormat,Url_1=Url;function Url(){this.protocol=null,this.slashes=null,this.auth=null,this.host=null,this.port=null,this.hostname=null,this.hash=null,this.search=null,this.query=null,this.pathname=null,this.path=null,this.href=null}var protocolPattern=/^([a-z0-9.+-]+:)/i,portPattern=/:[0-9]*$/,delims=[\"<\",\">\",\\'\"\\',\"`\",\" \",\"\\\\r\",\"\\\\n\",\"\\\\t\"],unwise=[\"{\",\"}\",\"|\",\"\\\\\\\\\",\"^\",\"`\"].concat(delims),autoEscape=[\"\\'\"].concat(unwise),nonHostChars=[\"%\",\"/\",\"?\",\";\",\"#\"].concat(autoEscape),hostEndingChars=[\"/\",\"?\",\"#\"],hostnameMaxLen=255,hostnamePartPattern=/^[a-z0-9A-Z_-]{0,63}$/,hostnamePartStart=/^([a-z0-9A-Z_-]{0,63})(.*)$/,unsafeProtocol={javascript:!0,\"javascript:\":!0},hostlessProtocol={javascript:!0,\"javascript:\":!0},slashedProtocol={http:!0,https:!0,ftp:!0,gopher:!0,file:!0,\"http:\":!0,\"https:\":!0,\"ftp:\":!0,\"gopher:\":!0,\"file:\":!0};function urlParse(t,s,e){if(t&&isObject(t)&&_instanceof(t,Url))return t;var r=new Url;return r.parse(t,s,e),r}function urlFormat(t){return isString(t)&&(t=urlParse(t)),_instanceof(t,Url)?t.format():Url.prototype.format.call(t)}function urlResolve(t,s){return urlParse(t,!1,!0).resolve(s)}function urlResolveObject(t,s){return t?urlParse(t,!1,!0).resolveObject(s):s}function isString(t){return\"string\"==typeof t}function isObject(t){return\"object\"==typeof t&&null!==t}function isNull(t){return null===t}function isNullOrUndefined(t){return null==t}Url.prototype.parse=function(t,s,e){if(!isString(t))throw new TypeError(\"Parameter \\'url\\' must be a string, not \"+(void 0===t?\"undefined\":_typeof(t)));var r=t;r=r.trim();var o=protocolPattern.exec(r);if(o){var h=(o=o[0]).toLowerCase();this.protocol=h,r=r.substr(o.length)}if(e||o||r.match(/^\\\\/\\\\/[^@\\\\/]+@[^@\\\\/]+/)){var a=\"//\"===r.substr(0,2);!a||o&&hostlessProtocol[o]||(r=r.substr(2),this.slashes=!0)}if(!hostlessProtocol[o]&&(a||o&&!slashedProtocol[o])){for(var n,i,l=-1,u=0;u<hostEndingChars.length;u++){-1!==(c=r.indexOf(hostEndingChars[u]))&&(-1===l||c<l)&&(l=c)}-1!==(i=-1===l?r.lastIndexOf(\"@\"):r.lastIndexOf(\"@\",l))&&(n=r.slice(0,i),r=r.slice(i+1),this.auth=decodeURIComponent(n)),l=-1;for(u=0;u<nonHostChars.length;u++){var c;-1!==(c=r.indexOf(nonHostChars[u]))&&(-1===l||c<l)&&(l=c)}-1===l&&(l=r.length),this.host=r.slice(0,l),r=r.slice(l),this.parseHost(),this.hostname=this.hostname||\"\";var p=\"[\"===this.hostname[0]&&\"]\"===this.hostname[this.hostname.length-1];if(!p)for(var f=this.hostname.split(/\\\\./),m=(u=0,f.length);u<m;u++){var d=f[u];if(d&&!d.match(hostnamePartPattern)){for(var v=\"\",y=0,g=d.length;y<g;y++)d.charCodeAt(y)>127?v+=\"x\":v+=d[y];if(!v.match(hostnamePartPattern)){var b=f.slice(0,u),_=f.slice(u+1),P=d.match(hostnamePartStart);P&&(b.push(P[1]),_.unshift(P[2])),_.length&&(r=\"/\"+_.join(\".\")+r),this.hostname=b.join(\".\");break}}}if(this.hostname.length>hostnameMaxLen?this.hostname=\"\":this.hostname=this.hostname.toLowerCase(),!p){var j=this.hostname.split(\".\"),O=[];for(u=0;u<j.length;++u){var q=j[u];O.push(q.match(/[^A-Za-z0-9_-]/)?\"xn--\"+_vendor_browser_url_node_modules_punycode_punycode.punycode.encode(q):q)}this.hostname=O.join(\".\")}var U=this.port?\":\"+this.port:\"\",x=this.hostname||\"\";this.host=x+U,this.href+=this.host,p&&(this.hostname=this.hostname.substr(1,this.hostname.length-2),\"/\"!==r[0]&&(r=\"/\"+r))}if(!unsafeProtocol[h])for(u=0,m=autoEscape.length;u<m;u++){var w=autoEscape[u],C=encodeURIComponent(w);C===w&&(C=escape(w)),r=r.split(w).join(C)}var A=r.indexOf(\"#\");-1!==A&&(this.hash=r.substr(A),r=r.slice(0,A));var E=r.indexOf(\"?\");if(-1!==E?(this.search=r.substr(E),this.query=r.substr(E+1),s&&(this.query=_vendor_browser_querystring_index.querystring.parse(this.query)),r=r.slice(0,E)):s&&(this.search=\"\",this.query={}),r&&(this.pathname=r),slashedProtocol[h]&&this.hostname&&!this.pathname&&(this.pathname=\"/\"),this.pathname||this.search){U=this.pathname||\"\",q=this.search||\"\";this.path=U+q}return this.href=this.format(),this},Url.prototype.format=function(){var t=this.auth||\"\";t&&(t=(t=encodeURIComponent(t)).replace(/%3A/i,\":\"),t+=\"@\");var s=this.protocol||\"\",e=this.pathname||\"\",r=this.hash||\"\",o=!1,h=\"\";this.host?o=t+this.host:this.hostname&&(o=t+(-1===this.hostname.indexOf(\":\")?this.hostname:\"[\"+this.hostname+\"]\"),this.port&&(o+=\":\"+this.port)),this.query&&isObject(this.query)&&Object.keys(this.query).length&&(h=_vendor_browser_querystring_index.querystring.stringify(this.query));var a=this.search||h&&\"?\"+h||\"\";return s&&\":\"!==s.substr(-1)&&(s+=\":\"),this.slashes||(!s||slashedProtocol[s])&&!1!==o?(o=\"//\"+(o||\"\"),e&&\"/\"!==e.charAt(0)&&(e=\"/\"+e)):o||(o=\"\"),r&&\"#\"!==r.charAt(0)&&(r=\"#\"+r),a&&\"?\"!==a.charAt(0)&&(a=\"?\"+a),s+o+(e=e.replace(/[?#]/g,function(t){return encodeURIComponent(t)}))+(a=a.replace(\"#\",\"%23\"))+r},Url.prototype.resolve=function(t){return this.resolveObject(urlParse(t,!1,!0)).format()},Url.prototype.resolveObject=function(t){if(isString(t)){var s=new Url;s.parse(t,!1,!0),t=s}var e=new Url;if(Object.keys(this).forEach(function(t){e[t]=this[t]},this),e.hash=t.hash,\"\"===t.href)return e.href=e.format(),e;if(t.slashes&&!t.protocol)return Object.keys(t).forEach(function(s){\"protocol\"!==s&&(e[s]=t[s])}),slashedProtocol[e.protocol]&&e.hostname&&!e.pathname&&(e.path=e.pathname=\"/\"),e.href=e.format(),e;if(t.protocol&&t.protocol!==e.protocol){if(!slashedProtocol[t.protocol])return Object.keys(t).forEach(function(s){e[s]=t[s]}),e.href=e.format(),e;if(e.protocol=t.protocol,t.host||hostlessProtocol[t.protocol])e.pathname=t.pathname;else{for(var r=(t.pathname||\"\").split(\"/\");r.length&&!(t.host=r.shift()););t.host||(t.host=\"\"),t.hostname||(t.hostname=\"\"),\"\"!==r[0]&&r.unshift(\"\"),r.length<2&&r.unshift(\"\"),e.pathname=r.join(\"/\")}if(e.search=t.search,e.query=t.query,e.host=t.host||\"\",e.auth=t.auth,e.hostname=t.hostname||t.host,e.port=t.port,e.pathname||e.search){var o=e.pathname||\"\",h=e.search||\"\";e.path=o+h}return e.slashes=e.slashes||t.slashes,e.href=e.format(),e}var a=e.pathname&&\"/\"===e.pathname.charAt(0),n=t.host||t.pathname&&\"/\"===t.pathname.charAt(0),i=n||a||e.host&&t.pathname,l=i,u=e.pathname&&e.pathname.split(\"/\")||[],c=(r=t.pathname&&t.pathname.split(\"/\")||[],e.protocol&&!slashedProtocol[e.protocol]);if(c&&(e.hostname=\"\",e.port=null,e.host&&(\"\"===u[0]?u[0]=e.host:u.unshift(e.host)),e.host=\"\",t.protocol&&(t.hostname=null,t.port=null,t.host&&(\"\"===r[0]?r[0]=t.host:r.unshift(t.host)),t.host=null),i=i&&(\"\"===r[0]||\"\"===u[0])),n)e.host=t.host||\"\"===t.host?t.host:e.host,e.hostname=t.hostname||\"\"===t.hostname?t.hostname:e.hostname,e.search=t.search,e.query=t.query,u=r;else if(r.length)u||(u=[]),u.pop(),u=u.concat(r),e.search=t.search,e.query=t.query;else if(!isNullOrUndefined(t.search)){if(c)e.hostname=e.host=u.shift(),(v=!!(e.host&&e.host.indexOf(\"@\")>0)&&e.host.split(\"@\"))&&(e.auth=v.shift(),e.host=e.hostname=v.shift());return e.search=t.search,e.query=t.query,isNull(e.pathname)&&isNull(e.search)||(e.path=(e.pathname?e.pathname:\"\")+(e.search?e.search:\"\")),e.href=e.format(),e}if(!u.length)return e.pathname=null,e.search?e.path=\"/\"+e.search:e.path=null,e.href=e.format(),e;for(var p=u.slice(-1)[0],f=(e.host||t.host)&&(\".\"===p||\"..\"===p)||\"\"===p,m=0,d=u.length;d>=0;d--)\".\"==(p=u[d])?u.splice(d,1):\"..\"===p?(u.splice(d,1),m++):m&&(u.splice(d,1),m--);if(!i&&!l)for(;m--;m)u.unshift(\"..\");!i||\"\"===u[0]||u[0]&&\"/\"===u[0].charAt(0)||u.unshift(\"\"),f&&\"/\"!==u.join(\"/\").substr(-1)&&u.push(\"\");var v,y=\"\"===u[0]||u[0]&&\"/\"===u[0].charAt(0);c&&(e.hostname=e.host=y?\"\":u.length?u.shift():\"\",(v=!!(e.host&&e.host.indexOf(\"@\")>0)&&e.host.split(\"@\"))&&(e.auth=v.shift(),e.host=e.hostname=v.shift()));return(i=i||e.host&&u.length)&&!y&&u.unshift(\"\"),u.length?e.pathname=u.join(\"/\"):(e.pathname=null,e.path=null),isNull(e.pathname)&&isNull(e.search)||(e.path=(e.pathname?e.pathname:\"\")+(e.search?e.search:\"\")),e.auth=t.auth||e.auth,e.slashes=e.slashes||t.slashes,e.href=e.format(),e},Url.prototype.parseHost=function(){var t=this.host,s=portPattern.exec(t);s&&(\":\"!==(s=s[0])&&(this.port=s.substr(1)),t=t.substr(0,t.length-s.length)),t&&(this.hostname=t)};var url={parse:parse,resolve:resolve,resolveObject:resolveObject,format:format,Url:Url_1};exports.url=url;\\n}, {\"1613\":1613,\"1619\":1619}];\\nwindow.modules[\"1043\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_utils=require(1044),_vendor_browser_axios_lib_core_settle=require(1046),_vendor_browser_axios_lib_helpers_cookies=require(1045),_vendor_browser_axios_lib_helpers_buildURL=require(1047),_vendor_browser_axios_lib_core_buildFullPath=require(1048),_vendor_browser_axios_lib_helpers_parseHeaders=require(1050),_vendor_browser_axios_lib_helpers_isURLSameOrigin=require(1051),_vendor_browser_axios_lib_core_createError=require(1049),xhr=function(e){return new Promise(function(r,o){var s=function(){if(n){var s=\"getAllResponseHeaders\"in n?_vendor_browser_axios_lib_helpers_parseHeaders.parseHeaders(n.getAllResponseHeaders()):null,i={data:a&&\"text\"!==a&&\"json\"!==a?n.response:n.responseText,status:n.status,statusText:n.statusText,headers:s,config:e,request:n};_vendor_browser_axios_lib_core_settle.settle(r,o,i),n=null}},i=e.data,t=e.headers,a=e.responseType;_vendor_browser_axios_lib_utils.utils.isFormData(i)&&delete t[\"Content-Type\"];var n=new XMLHttpRequest;if(e.auth){var _=e.auth.username||\"\",l=e.auth.password?unescape(encodeURIComponent(e.auth.password)):\"\";t.Authorization=\"Basic \"+btoa(_+\":\"+l)}var d=_vendor_browser_axios_lib_core_buildFullPath.buildFullPath(e.baseURL,e.url);if(n.open(e.method.toUpperCase(),_vendor_browser_axios_lib_helpers_buildURL.buildURL(d,e.params,e.paramsSerializer),!0),n.timeout=e.timeout,\"onloadend\"in n?n.onloadend=s:n.onreadystatechange=function(){n&&4===n.readyState&&(0!==n.status||n.responseURL&&0===n.responseURL.indexOf(\"file:\"))&&setTimeout(s)},n.onabort=function(){n&&(o(_vendor_browser_axios_lib_core_createError.createError(\"Request aborted\",e,\"ECONNABORTED\",n)),n=null)},n.onerror=function(){o(_vendor_browser_axios_lib_core_createError.createError(\"Network Error\",e,null,n)),n=null},n.ontimeout=function(){var r=\"timeout of \"+e.timeout+\"ms exceeded\";e.timeoutErrorMessage&&(r=e.timeoutErrorMessage),o(_vendor_browser_axios_lib_core_createError.createError(r,e,e.transitional&&e.transitional.clarifyTimeoutError?\"ETIMEDOUT\":\"ECONNABORTED\",n)),n=null},_vendor_browser_axios_lib_utils.utils.isStandardBrowserEnv()){var u=(e.withCredentials||_vendor_browser_axios_lib_helpers_isURLSameOrigin.isURLSameOrigin(d))&&e.xsrfCookieName?_vendor_browser_axios_lib_helpers_cookies.cookies.read(e.xsrfCookieName):void 0;u&&(t[e.xsrfHeaderName]=u)}\"setRequestHeader\"in n&&_vendor_browser_axios_lib_utils.utils.forEach(t,function(e,r){void 0===i&&\"content-type\"===r.toLowerCase()?delete t[r]:n.setRequestHeader(r,e)}),_vendor_browser_axios_lib_utils.utils.isUndefined(e.withCredentials)||(n.withCredentials=!!e.withCredentials),a&&\"json\"!==a&&(n.responseType=e.responseType),\"function\"==typeof e.onDownloadProgress&&n.addEventListener(\"progress\",e.onDownloadProgress),\"function\"==typeof e.onUploadProgress&&n.upload&&n.upload.addEventListener(\"progress\",e.onUploadProgress),e.cancelToken&&e.cancelToken.promise.then(function(e){n&&(n.abort(),o(e),n=null)}),i||(i=null),n.send(i)})};exports.xhr=xhr;\\n}, {\"1044\":1044,\"1045\":1045,\"1046\":1046,\"1047\":1047,\"1048\":1048,\"1049\":1049,\"1050\":1050,\"1051\":1051}];\\nwindow.modules[\"1044\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_helpers_bind=require(1053);function _instanceof(r,e){return null!=e&&\"undefined\"!=typeof Symbol&&e[Symbol.hasInstance]?!!e[Symbol.hasInstance](r):r instanceof e}var toString=Object.prototype.toString;function isArray(r){return\"[object Array]\"===toString.call(r)}function isUndefined(r){return void 0===r}function isBuffer(r){return null!==r&&!isUndefined(r)&&null!==r.constructor&&!isUndefined(r.constructor)&&\"function\"==typeof r.constructor.isBuffer&&r.constructor.isBuffer(r)}function isArrayBuffer(r){return\"[object ArrayBuffer]\"===toString.call(r)}function isFormData(r){return\"undefined\"!=typeof FormData&&_instanceof(r,FormData)}function isArrayBufferView(r){return\"undefined\"!=typeof ArrayBuffer&&ArrayBuffer.isView?ArrayBuffer.isView(r):r&&r.buffer&&_instanceof(r.buffer,ArrayBuffer)}function isString(r){return\"string\"==typeof r}function isNumber(r){return\"number\"==typeof r}function isObject(r){return null!==r&&\"object\"==typeof r}function isPlainObject(r){if(\"[object Object]\"!==toString.call(r))return!1;var e=Object.getPrototypeOf(r);return null===e||e===Object.prototype}function isDate(r){return\"[object Date]\"===toString.call(r)}function isFile(r){return\"[object File]\"===toString.call(r)}function isBlob(r){return\"[object Blob]\"===toString.call(r)}function isFunction(r){return\"[object Function]\"===toString.call(r)}function isStream(r){return isObject(r)&&isFunction(r.pipe)}function isURLSearchParams(r){return\"undefined\"!=typeof URLSearchParams&&_instanceof(r,URLSearchParams)}function trim(r){return r.trim?r.trim():r.replace(/^\\\\s+|\\\\s+$/g,\"\")}function isStandardBrowserEnv(){return(\"undefined\"==typeof navigator||\"ReactNative\"!==navigator.product&&\"NativeScript\"!==navigator.product&&\"NS\"!==navigator.product)&&(\"undefined\"!=typeof window&&\"undefined\"!=typeof document)}function forEach(r,e){if(null!=r)if(\"object\"!=typeof r&&(r=[r]),isArray(r))for(var t=0,n=r.length;t<n;t++)e.call(null,r[t],t,r);else for(var i in r)Object.prototype.hasOwnProperty.call(r,i)&&e.call(null,r[i],i,r)}function merge(){for(var r=function(r,t){isPlainObject(e[t])&&isPlainObject(r)?e[t]=merge(e[t],r):isPlainObject(r)?e[t]=merge({},r):isArray(r)?e[t]=r.slice():e[t]=r},e={},t=0,n=arguments.length;t<n;t++)forEach(arguments[t],r);return e}function extend(r,e,t){return forEach(e,function(e,n){r[n]=t&&\"function\"==typeof e?_vendor_browser_axios_lib_helpers_bind.bind(e,t):e}),r}function stripBOM(r){return 65279===r.charCodeAt(0)&&(r=r.slice(1)),r}var utils={isArray:isArray,isArrayBuffer:isArrayBuffer,isBuffer:isBuffer,isFormData:isFormData,isArrayBufferView:isArrayBufferView,isString:isString,isNumber:isNumber,isObject:isObject,isPlainObject:isPlainObject,isUndefined:isUndefined,isDate:isDate,isFile:isFile,isBlob:isBlob,isFunction:isFunction,isStream:isStream,isURLSearchParams:isURLSearchParams,isStandardBrowserEnv:isStandardBrowserEnv,forEach:forEach,merge:merge,extend:extend,trim:trim,stripBOM:stripBOM};exports.utils=utils;\\n}, {\"1053\":1053}];\\nwindow.modules[\"1045\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_utils=require(1044),cookies=_vendor_browser_axios_lib_utils.utils.isStandardBrowserEnv()?{write:function(e,i,o,r,s,n){var t=[];t.push(e+\"=\"+encodeURIComponent(i)),_vendor_browser_axios_lib_utils.utils.isNumber(o)&&t.push(\"expires=\"+new Date(o).toGMTString()),_vendor_browser_axios_lib_utils.utils.isString(r)&&t.push(\"path=\"+r),_vendor_browser_axios_lib_utils.utils.isString(s)&&t.push(\"domain=\"+s),!0===n&&t.push(\"secure\"),document.cookie=t.join(\"; \")},read:function(e){var i=document.cookie.match(new RegExp(\"(^|;\\\\\\\\s*)(\"+e+\")=([^;]*)\"));return i?decodeURIComponent(i[3]):null},remove:function(e){this.write(e,\"\",Date.now()-864e5)}}:{write:function(){},read:function(){return null},remove:function(){}};exports.cookies=cookies;\\n}, {\"1044\":1044}];\\nwindow.modules[\"1046\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_core_createError=require(1049),settle=function(e,r,t){var s=t.config.validateStatus;t.status&&s&&!s(t.status)?r(_vendor_browser_axios_lib_core_createError.createError(\"Request failed with status code \"+t.status,t.config,null,t.request,t)):e(t)};exports.settle=settle;\\n}, {\"1049\":1049}];\\nwindow.modules[\"1047\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_utils=require(1044);function encode(i){return encodeURIComponent(i).replace(/%3A/gi,\":\").replace(/%24/g,\"$\").replace(/%2C/gi,\",\").replace(/%20/g,\"+\").replace(/%5B/gi,\"[\").replace(/%5D/gi,\"]\")}var buildURL=function(i,e,r){if(!e)return i;var s;if(r)s=r(e);else if(_vendor_browser_axios_lib_utils.utils.isURLSearchParams(e))s=e.toString();else{var o=[];_vendor_browser_axios_lib_utils.utils.forEach(e,function(i,e){null!=i&&(_vendor_browser_axios_lib_utils.utils.isArray(i)?e+=\"[]\":i=[i],_vendor_browser_axios_lib_utils.utils.forEach(i,function(i){_vendor_browser_axios_lib_utils.utils.isDate(i)?i=i.toISOString():_vendor_browser_axios_lib_utils.utils.isObject(i)&&(i=JSON.stringify(i)),o.push(encode(e)+\"=\"+encode(i))}))}),s=o.join(\"&\")}if(s){var l=i.indexOf(\"#\");-1!==l&&(i=i.slice(0,l)),i+=(-1===i.indexOf(\"?\")?\"?\":\"&\")+s}return i};exports.buildURL=buildURL;\\n}, {\"1044\":1044}];\\nwindow.modules[\"1048\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_helpers_isAbsoluteURL=require(1064),_vendor_browser_axios_lib_helpers_combineURLs=require(1065),buildFullPath=function(e,s){return e&&!_vendor_browser_axios_lib_helpers_isAbsoluteURL.isAbsoluteURL(s)?_vendor_browser_axios_lib_helpers_combineURLs.combineURLs(e,s):s};exports.buildFullPath=buildFullPath;\\n}, {\"1064\":1064,\"1065\":1065}];\\nwindow.modules[\"1049\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_core_enhanceError=require(1066),createError=function(r,e,o,n,_){var a=new Error(r);return _vendor_browser_axios_lib_core_enhanceError.enhanceError(a,e,o,n,_)};exports.createError=createError;\\n}, {\"1066\":1066}];\\nwindow.modules[\"1050\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_utils=require(1044),ignoreDuplicateOf=[\"age\",\"authorization\",\"content-length\",\"content-type\",\"etag\",\"expires\",\"from\",\"host\",\"if-modified-since\",\"if-unmodified-since\",\"last-modified\",\"location\",\"max-forwards\",\"proxy-authorization\",\"referer\",\"retry-after\",\"user-agent\"],parseHeaders=function(e){var r,i,t,s={};return e?(_vendor_browser_axios_lib_utils.utils.forEach(e.split(\"\\\\n\"),function(e){if(t=e.indexOf(\":\"),r=_vendor_browser_axios_lib_utils.utils.trim(e.substr(0,t)).toLowerCase(),i=_vendor_browser_axios_lib_utils.utils.trim(e.substr(t+1)),r){if(s[r]&&ignoreDuplicateOf.indexOf(r)>=0)return;s[r]=\"set-cookie\"===r?(s[r]?s[r]:[]).concat([i]):s[r]?s[r]+\", \"+i:i}}),s):s};exports.parseHeaders=parseHeaders;\\n}, {\"1044\":1044}];\\nwindow.modules[\"1051\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_utils=require(1044),isURLSameOrigin=_vendor_browser_axios_lib_utils.utils.isStandardBrowserEnv()?function(){var r,t=function(r){var t=r;return e&&(o.setAttribute(\"href\",t),t=o.href),o.setAttribute(\"href\",t),{href:o.href,protocol:o.protocol?o.protocol.replace(/:$/,\"\"):\"\",host:o.host,search:o.search?o.search.replace(/^\\\\?/,\"\"):\"\",hash:o.hash?o.hash.replace(/^#/,\"\"):\"\",hostname:o.hostname,port:o.port,pathname:\"/\"===o.pathname.charAt(0)?o.pathname:\"/\"+o.pathname}},e=/(msie|trident)/i.test(navigator.userAgent),o=document.createElement(\"a\");return r=t(window.location.href),function(e){var o=_vendor_browser_axios_lib_utils.utils.isString(e)?t(e):e;return o.protocol===r.protocol&&o.host===r.host}}():function(){return!0};exports.isURLSameOrigin=isURLSameOrigin;\\n}, {\"1044\":1044}];\\nwindow.modules[\"1052\"] = [function(require,module,exports){(function (process){(function (){\\n\"use strict\";var _vendor_browser_axios_lib_utils=require(1044),_vendor_browser_axios_lib_helpers_normalizeHeaderName=require(1068),_vendor_browser_axios_lib_core_enhanceError=require(1066),_vendor_browser_axios_lib_adapters_xhr=require(1043);require(1037);var DEFAULT_CONTENT_TYPE={\"Content-Type\":\"application/x-www-form-urlencoded\"};function setContentTypeIfUnset(e,r){!_vendor_browser_axios_lib_utils.utils.isUndefined(e)&&_vendor_browser_axios_lib_utils.utils.isUndefined(e[\"Content-Type\"])&&(e[\"Content-Type\"]=r)}function getDefaultAdapter(){var e;return\"undefined\"!=typeof XMLHttpRequest?e=_vendor_browser_axios_lib_adapters_xhr.xhr:\"undefined\"!=typeof process&&\"[object process]\"===Object.prototype.toString.call(process)&&(e=_vendor_browser_axios_lib_adapters_xhr.xhr),e}function stringifySafely(e,r,s){if(_vendor_browser_axios_lib_utils.utils.isString(e))try{return(r||JSON.parse)(e),_vendor_browser_axios_lib_utils.utils.trim(e)}catch(e){if(\"SyntaxError\"!==e.name)throw e}return(s||JSON.stringify)(e)}var defaults={transitional:{silentJSONParsing:!0,forcedJSONParsing:!0,clarifyTimeoutError:!1},adapter:getDefaultAdapter(),transformRequest:[function(e,r){return _vendor_browser_axios_lib_helpers_normalizeHeaderName.normalizeHeaderName(r,\"Accept\"),_vendor_browser_axios_lib_helpers_normalizeHeaderName.normalizeHeaderName(r,\"Content-Type\"),_vendor_browser_axios_lib_utils.utils.isFormData(e)||_vendor_browser_axios_lib_utils.utils.isArrayBuffer(e)||_vendor_browser_axios_lib_utils.utils.isBuffer(e)||_vendor_browser_axios_lib_utils.utils.isStream(e)||_vendor_browser_axios_lib_utils.utils.isFile(e)||_vendor_browser_axios_lib_utils.utils.isBlob(e)?e:_vendor_browser_axios_lib_utils.utils.isArrayBufferView(e)?e.buffer:_vendor_browser_axios_lib_utils.utils.isURLSearchParams(e)?(setContentTypeIfUnset(r,\"application/x-www-form-urlencoded;charset=utf-8\"),e.toString()):_vendor_browser_axios_lib_utils.utils.isObject(e)||r&&\"application/json\"===r[\"Content-Type\"]?(setContentTypeIfUnset(r,\"application/json\"),stringifySafely(e)):e}],transformResponse:[function(e){var r=this.transitional,s=r&&r.silentJSONParsing,i=r&&r.forcedJSONParsing,t=!s&&\"json\"===this.responseType;if(t||i&&_vendor_browser_axios_lib_utils.utils.isString(e)&&e.length)try{return JSON.parse(e)}catch(e){if(t){if(\"SyntaxError\"===e.name)throw _vendor_browser_axios_lib_core_enhanceError.enhanceError(e,this,\"E_JSON_PARSE\");throw e}}return e}],timeout:0,xsrfCookieName:\"XSRF-TOKEN\",xsrfHeaderName:\"X-XSRF-TOKEN\",maxContentLength:-1,maxBodyLength:-1,validateStatus:function(e){return e>=200&&e<300},headers:{common:{Accept:\"application/json, text/plain, */*\"}}};_vendor_browser_axios_lib_utils.utils.forEach([\"delete\",\"get\",\"head\"],function(e){defaults.headers[e]={}}),_vendor_browser_axios_lib_utils.utils.forEach([\"post\",\"put\",\"patch\"],function(e){defaults.headers[e]=_vendor_browser_axios_lib_utils.utils.merge(DEFAULT_CONTENT_TYPE)});var defaults_1=defaults;exports.defaults_1=defaults_1;\\n\\n}).call(this)}).call(this,require(221))}, {\"221\":221,\"1037\":1037,\"1043\":1043,\"1044\":1044,\"1066\":1066,\"1068\":1068}];\\nwindow.modules[\"1053\"] = [function(require,module,exports){\"use strict\";var bind=function(n,r){return function(){for(var t=new Array(arguments.length),e=0;e<t.length;e++)t[e]=arguments[e];return n.apply(r,t)}};exports.bind=bind;\\n}, {}];\\nwindow.modules[\"1054\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_utils=require(1044),mergeConfig=function(i,e){var s=function(i,e){return _vendor_browser_axios_lib_utils.utils.isPlainObject(i)&&_vendor_browser_axios_lib_utils.utils.isPlainObject(e)?_vendor_browser_axios_lib_utils.utils.merge(i,e):_vendor_browser_axios_lib_utils.utils.isPlainObject(e)?_vendor_browser_axios_lib_utils.utils.merge({},e):_vendor_browser_axios_lib_utils.utils.isArray(e)?e.slice():e},r=function(r){_vendor_browser_axios_lib_utils.utils.isUndefined(e[r])?_vendor_browser_axios_lib_utils.utils.isUndefined(i[r])||(o[r]=s(void 0,i[r])):o[r]=s(i[r],e[r])};e=e||{};var o={},t=[\"url\",\"method\",\"data\"],_=[\"headers\",\"auth\",\"proxy\",\"params\"],n=[\"baseURL\",\"transformRequest\",\"transformResponse\",\"paramsSerializer\",\"timeout\",\"timeoutMessage\",\"withCredentials\",\"adapter\",\"responseType\",\"xsrfCookieName\",\"xsrfHeaderName\",\"onUploadProgress\",\"onDownloadProgress\",\"decompress\",\"maxContentLength\",\"maxBodyLength\",\"maxRedirects\",\"transport\",\"httpAgent\",\"httpsAgent\",\"cancelToken\",\"socketPath\",\"responseEncoding\"],a=[\"validateStatus\"];_vendor_browser_axios_lib_utils.utils.forEach(t,function(i){_vendor_browser_axios_lib_utils.utils.isUndefined(e[i])||(o[i]=s(void 0,e[i]))}),_vendor_browser_axios_lib_utils.utils.forEach(_,r),_vendor_browser_axios_lib_utils.utils.forEach(n,function(r){_vendor_browser_axios_lib_utils.utils.isUndefined(e[r])?_vendor_browser_axios_lib_utils.utils.isUndefined(i[r])||(o[r]=s(void 0,i[r])):o[r]=s(void 0,e[r])}),_vendor_browser_axios_lib_utils.utils.forEach(a,function(r){r in e?o[r]=s(i[r],e[r]):r in i&&(o[r]=s(void 0,i[r]))});var l=t.concat(_).concat(n).concat(a),u=Object.keys(i).concat(Object.keys(e)).filter(function(i){return-1===l.indexOf(i)});return _vendor_browser_axios_lib_utils.utils.forEach(u,r),o};exports.mergeConfig=mergeConfig;\\n}, {\"1044\":1044}];\\nwindow.modules[\"1055\"] = [function(require,module,exports){\"use strict\";function Cancel(e){this.message=e}Cancel.prototype.toString=function(){return\"Cancel\"+(this.message?\": \"+this.message:\"\")},Cancel.prototype.__CANCEL__=!0;var Cancel_1=Cancel;exports.Cancel_1=Cancel_1;\\n}, {}];\\nwindow.modules[\"1056\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_axios_lib_utils=require(1044),_vendor_browser_axios_lib_helpers_buildURL=require(1047),_vendor_browser_axios_lib_core_InterceptorManager=require(1061),_vendor_browser_axios_lib_core_dispatchRequest=require(1063),_vendor_browser_axios_lib_core_mergeConfig=require(1054),_vendor_browser_axios_lib_helpers_validator=require(1062),validators=_vendor_browser_axios_lib_helpers_validator.validator.validators;function Axios(e){this.defaults=e,this.interceptors={request:new _vendor_browser_axios_lib_core_InterceptorManager.InterceptorManager_1,response:new _vendor_browser_axios_lib_core_InterceptorManager.InterceptorManager_1}}Axios.prototype.request=function(e){\"string\"==typeof e?(e=arguments[1]||{}).url=arguments[0]:e=e||{},(e=_vendor_browser_axios_lib_core_mergeConfig.mergeConfig(this.defaults,e)).method?e.method=e.method.toLowerCase():this.defaults.method?e.method=this.defaults.method.toLowerCase():e.method=\"get\";var r=e.transitional;void 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_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(n,2);case\"Qo\":return t.ordinalNumber(n,{unit:\"quarter\"});case\"QQQ\":return t.quarter(n,{width:\"abbreviated\",context:\"formatting\"});case\"QQQQQ\":return t.quarter(n,{width:\"narrow\",context:\"formatting\"});case\"QQQQ\":default:return t.quarter(n,{width:\"wide\",context:\"formatting\"})}},q:function(e,r,t){var n=Math.ceil((e.getUTCMonth()+1)/3);switch(r){case\"q\":return String(n);case\"qq\":return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(n,2);case\"qo\":return t.ordinalNumber(n,{unit:\"quarter\"});case\"qqq\":return t.quarter(n,{width:\"abbreviated\",context:\"standalone\"});case\"qqqqq\":return t.quarter(n,{width:\"narrow\",context:\"standalone\"});case\"qqqq\":default:return t.quarter(n,{width:\"wide\",context:\"standalone\"})}},M:function(e,r,t){var n=e.getUTCMonth();switch(r){case\"M\":case\"MM\":return 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a=_vendor_browser_dateFns_esm__lib_getUTCWeek_index.getUTCWeek(e,n);return\"wo\"===r?t.ordinalNumber(a,{unit:\"week\"}):_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(a,r.length)},I:function(e,r,t){var n=_vendor_browser_dateFns_esm__lib_getUTCISOWeek_index.getUTCISOWeek(e);return\"Io\"===r?t.ordinalNumber(n,{unit:\"week\"}):_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(n,r.length)},d:function(e,r,t){return\"do\"===r?t.ordinalNumber(e.getUTCDate(),{unit:\"date\"}):_vendor_browser_dateFns_esm__lib_format_lightFormatters_index.formatters.d(e,r)},D:function(e,r,t){var n=_vendor_browser_dateFns_esm__lib_getUTCDayOfYear_index.getUTCDayOfYear(e);return\"Do\"===r?t.ordinalNumber(n,{unit:\"dayOfYear\"}):_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(n,r.length)},E:function(e,r,t){var n=e.getUTCDay();switch(r){case\"E\":case\"EE\":case\"EEE\":return t.day(n,{width:\"abbreviated\",context:\"formatting\"});case\"EEEEE\":return t.day(n,{width:\"narrow\",context:\"formatting\"});case\"EEEEEE\":return t.day(n,{width:\"short\",context:\"formatting\"});case\"EEEE\":default:return t.day(n,{width:\"wide\",context:\"formatting\"})}},e:function(e,r,t,n){var a=e.getUTCDay(),i=(a-n.weekStartsOn+8)%7||7;switch(r){case\"e\":return String(i);case\"ee\":return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(i,2);case\"eo\":return t.ordinalNumber(i,{unit:\"day\"});case\"eee\":return t.day(a,{width:\"abbreviated\",context:\"formatting\"});case\"eeeee\":return t.day(a,{width:\"narrow\",context:\"formatting\"});case\"eeeeee\":return t.day(a,{width:\"short\",context:\"formatting\"});case\"eeee\":default:return t.day(a,{width:\"wide\",context:\"formatting\"})}},c:function(e,r,t,n){var a=e.getUTCDay(),i=(a-n.weekStartsOn+8)%7||7;switch(r){case\"c\":return String(i);case\"cc\":return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(i,r.length);case\"co\":return t.ordinalNumber(i,{unit:\"day\"});case\"ccc\":return t.day(a,{width:\"abbreviated\",context:\"standalone\"});case\"ccccc\":return t.day(a,{width:\"narrow\",context:\"standalone\"});case\"cccccc\":return t.day(a,{width:\"short\",context:\"standalone\"});case\"cccc\":default:return t.day(a,{width:\"wide\",context:\"standalone\"})}},i:function(e,r,t){var n=e.getUTCDay(),a=0===n?7:n;switch(r){case\"i\":return String(a);case\"ii\":return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(a,r.length);case\"io\":return t.ordinalNumber(a,{unit:\"day\"});case\"iii\":return t.day(n,{width:\"abbreviated\",context:\"formatting\"});case\"iiiii\":return t.day(n,{width:\"narrow\",context:\"formatting\"});case\"iiiiii\":return t.day(n,{width:\"short\",context:\"formatting\"});case\"iiii\":default:return t.day(n,{width:\"wide\",context:\"formatting\"})}},a:function(e,r,t){var n=e.getUTCHours()/12>=1?\"pm\":\"am\";switch(r){case\"a\":case\"aa\":return t.dayPeriod(n,{width:\"abbreviated\",context:\"formatting\"});case\"aaa\":return t.dayPeriod(n,{width:\"abbreviated\",context:\"formatting\"}).toLowerCase();case\"aaaaa\":return t.dayPeriod(n,{width:\"narrow\",context:\"formatting\"});case\"aaaa\":default:return t.dayPeriod(n,{width:\"wide\",context:\"formatting\"})}},b:function(e,r,t){var n,a=e.getUTCHours();switch(n=12===a?dayPeriodEnum.noon:0===a?dayPeriodEnum.midnight:a/12>=1?\"pm\":\"am\",r){case\"b\":case\"bb\":return t.dayPeriod(n,{width:\"abbreviated\",context:\"formatting\"});case\"bbb\":return t.dayPeriod(n,{width:\"abbreviated\",context:\"formatting\"}).toLowerCase();case\"bbbbb\":return t.dayPeriod(n,{width:\"narrow\",context:\"formatting\"});case\"bbbb\":default:return t.dayPeriod(n,{width:\"wide\",context:\"formatting\"})}},B:function(e,r,t){var n,a=e.getUTCHours();switch(n=a>=17?dayPeriodEnum.evening:a>=12?dayPeriodEnum.afternoon:a>=4?dayPeriodEnum.morning:dayPeriodEnum.night,r){case\"B\":case\"BB\":case\"BBB\":return t.dayPeriod(n,{width:\"abbreviated\",context:\"formatting\"});case\"BBBBB\":return t.dayPeriod(n,{width:\"narrow\",context:\"formatting\"});case\"BBBB\":default:return t.dayPeriod(n,{width:\"wide\",context:\"formatting\"})}},h:function(e,r,t){if(\"ho\"===r){var n=e.getUTCHours()%12;return 0===n&&(n=12),t.ordinalNumber(n,{unit:\"hour\"})}return _vendor_browser_dateFns_esm__lib_format_lightFormatters_index.formatters.h(e,r)},H:function(e,r,t){return\"Ho\"===r?t.ordinalNumber(e.getUTCHours(),{unit:\"hour\"}):_vendor_browser_dateFns_esm__lib_format_lightFormatters_index.formatters.H(e,r)},K:function(e,r,t){var n=e.getUTCHours()%12;return\"Ko\"===r?t.ordinalNumber(n,{unit:\"hour\"}):_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(n,r.length)},k:function(e,r,t){var n=e.getUTCHours();return 0===n&&(n=24),\"ko\"===r?t.ordinalNumber(n,{unit:\"hour\"}):_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(n,r.length)},m:function(e,r,t){return\"mo\"===r?t.ordinalNumber(e.getUTCMinutes(),{unit:\"minute\"}):_vendor_browser_dateFns_esm__lib_format_lightFormatters_index.formatters.m(e,r)},s:function(e,r,t){return\"so\"===r?t.ordinalNumber(e.getUTCSeconds(),{unit:\"second\"}):_vendor_browser_dateFns_esm__lib_format_lightFormatters_index.formatters.s(e,r)},S:function(e,r){return _vendor_browser_dateFns_esm__lib_format_lightFormatters_index.formatters.S(e,r)},X:function(e,r,t,n){var a=(n._originalDate||e).getTimezoneOffset();if(0===a)return\"Z\";switch(r){case\"X\":return formatTimezoneWithOptionalMinutes(a);case\"XXXX\":case\"XX\":return formatTimezone(a);case\"XXXXX\":case\"XXX\":default:return formatTimezone(a,\":\")}},x:function(e,r,t,n){var a=(n._originalDate||e).getTimezoneOffset();switch(r){case\"x\":return formatTimezoneWithOptionalMinutes(a);case\"xxxx\":case\"xx\":return formatTimezone(a);case\"xxxxx\":case\"xxx\":default:return formatTimezone(a,\":\")}},O:function(e,r,t,n){var a=(n._originalDate||e).getTimezoneOffset();switch(r){case\"O\":case\"OO\":case\"OOO\":return\"GMT\"+formatTimezoneShort(a,\":\");case\"OOOO\":default:return\"GMT\"+formatTimezone(a,\":\")}},z:function(e,r,t,n){var a=(n._originalDate||e).getTimezoneOffset();switch(r){case\"z\":case\"zz\":case\"zzz\":return\"GMT\"+formatTimezoneShort(a,\":\");case\"zzzz\":default:return\"GMT\"+formatTimezone(a,\":\")}},t:function(e,r,t,n){var a=n._originalDate||e,i=Math.floor(a.getTime()/1e3);return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(i,r.length)},T:function(e,r,t,n){var a=(n._originalDate||e).getTime();return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(a,r.length)}};function formatTimezoneShort(e,r){var t=e>0?\"-\":\"+\",n=Math.abs(e),a=Math.floor(n/60),i=n%60;if(0===i)return t+String(a);var d=r||\"\";return t+String(a)+d+_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(i,2)}function formatTimezoneWithOptionalMinutes(e,r){return e%60==0?(e>0?\"-\":\"+\")+_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(Math.abs(e)/60,2):formatTimezone(e,r)}function formatTimezone(e,r){var t=r||\"\",n=e>0?\"-\":\"+\",a=Math.abs(e);return n+_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(Math.floor(a/60),2)+t+_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(a%60,2)}var formatters$1=formatters;exports.formatters=formatters$1;\\n}, {\"1302\":1302,\"1304\":1304,\"1305\":1305,\"1306\":1306,\"1307\":1307,\"1308\":1308,\"1309\":1309}];\\nwindow.modules[\"1304\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),MILLISECONDS_IN_DAY=864e5;function getUTCDayOfYear(e){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var r=_vendor_browser_dateFns_esm_toDate_index.toDate(e),_=r.getTime();r.setUTCMonth(0,1),r.setUTCHours(0,0,0,0);var t=_-r.getTime();return Math.floor(t/MILLISECONDS_IN_DAY)+1}exports.getUTCDayOfYear=getUTCDayOfYear;\\n}, {\"1312\":1312,\"1313\":1313}];\\nwindow.modules[\"1305\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_startOfUTCISOWeek_index=require(1314),_vendor_browser_dateFns_esm__lib_startOfUTCISOWeekYear_index=require(1315),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),MILLISECONDS_IN_WEEK=6048e5;function getUTCISOWeek(e){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var _=_vendor_browser_dateFns_esm_toDate_index.toDate(e),r=_vendor_browser_dateFns_esm__lib_startOfUTCISOWeek_index.startOfUTCISOWeek(_).getTime()-_vendor_browser_dateFns_esm__lib_startOfUTCISOWeekYear_index.startOfUTCISOWeekYear(_).getTime();return Math.round(r/MILLISECONDS_IN_WEEK)+1}exports.getUTCISOWeek=getUTCISOWeek;\\n}, {\"1312\":1312,\"1313\":1313,\"1314\":1314,\"1315\":1315}];\\nwindow.modules[\"1306\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),_vendor_browser_dateFns_esm__lib_startOfUTCISOWeek_index=require(1314);function getUTCISOWeekYear(e){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var r=_vendor_browser_dateFns_esm_toDate_index.toDate(e),_=r.getUTCFullYear(),t=new Date(0);t.setUTCFullYear(_+1,0,4),t.setUTCHours(0,0,0,0);var s=_vendor_browser_dateFns_esm__lib_startOfUTCISOWeek_index.startOfUTCISOWeek(t),a=new Date(0);a.setUTCFullYear(_,0,4),a.setUTCHours(0,0,0,0);var n=_vendor_browser_dateFns_esm__lib_startOfUTCISOWeek_index.startOfUTCISOWeek(a);return r.getTime()>=s.getTime()?_+1:r.getTime()>=n.getTime()?_:_-1}exports.getUTCISOWeekYear=getUTCISOWeekYear;\\n}, {\"1312\":1312,\"1313\":1313,\"1314\":1314}];\\nwindow.modules[\"1307\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_startOfUTCWeek_index=require(1316),_vendor_browser_dateFns_esm__lib_startOfUTCWeekYear_index=require(1317),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),MILLISECONDS_IN_WEEK=6048e5;function getUTCWeek(e,_){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var r=_vendor_browser_dateFns_esm_toDate_index.toDate(e),s=_vendor_browser_dateFns_esm__lib_startOfUTCWeek_index.startOfUTCWeek(r,_).getTime()-_vendor_browser_dateFns_esm__lib_startOfUTCWeekYear_index.startOfUTCWeekYear(r,_).getTime();return Math.round(s/MILLISECONDS_IN_WEEK)+1}exports.getUTCWeek=getUTCWeek;\\n}, {\"1312\":1312,\"1313\":1313,\"1316\":1316,\"1317\":1317}];\\nwindow.modules[\"1308\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),_vendor_browser_dateFns_esm__lib_startOfUTCWeek_index=require(1316),_vendor_browser_dateFns_esm__lib_toInteger_index=require(1318);function getUTCWeekYear(e,r){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var t=_vendor_browser_dateFns_esm_toDate_index.toDate(e),_=t.getUTCFullYear(),s=r||{},n=s.locale,i=n&&n.options&&n.options.firstWeekContainsDate,o=null==i?1:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(i),a=null==s.firstWeekContainsDate?o:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(s.firstWeekContainsDate);if(!(a>=1&&a<=7))throw new RangeError(\"firstWeekContainsDate must be between 1 and 7 inclusively\");var d=new Date(0);d.setUTCFullYear(_+1,0,a),d.setUTCHours(0,0,0,0);var l=_vendor_browser_dateFns_esm__lib_startOfUTCWeek_index.startOfUTCWeek(d,r),b=new Date(0);b.setUTCFullYear(_,0,a),b.setUTCHours(0,0,0,0);var u=_vendor_browser_dateFns_esm__lib_startOfUTCWeek_index.startOfUTCWeek(b,r);return t.getTime()>=l.getTime()?_+1:t.getTime()>=u.getTime()?_:_-1}exports.getUTCWeekYear=getUTCWeekYear;\\n}, {\"1312\":1312,\"1313\":1313,\"1316\":1316,\"1318\":1318}];\\nwindow.modules[\"1309\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm__lib_addLeadingZeros_index=require(1302),formatters={y:function(e,r){var n=e.getUTCFullYear(),d=n>0?n:1-n;return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(\"yy\"===r?d%100:d,r.length)},M:function(e,r){var n=e.getUTCMonth();return\"M\"===r?String(n+1):_vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(n+1,2)},d:function(e,r){return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(e.getUTCDate(),r.length)},a:function(e,r){var n=e.getUTCHours()/12>=1?\"pm\":\"am\";switch(r){case\"a\":case\"aa\":return n.toUpperCase();case\"aaa\":return n;case\"aaaaa\":return n[0];case\"aaaa\":default:return\"am\"===n?\"a.m.\":\"p.m.\"}},h:function(e,r){return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(e.getUTCHours()%12||12,r.length)},H:function(e,r){return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(e.getUTCHours(),r.length)},m:function(e,r){return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(e.getUTCMinutes(),r.length)},s:function(e,r){return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(e.getUTCSeconds(),r.length)},S:function(e,r){var n=r.length,d=e.getUTCMilliseconds(),a=Math.floor(d*Math.pow(10,n-3));return _vendor_browser_dateFns_esm__lib_addLeadingZeros_index.addLeadingZeros(a,r.length)}},formatters$1=formatters;exports.formatters=formatters$1;\\n}, {\"1302\":1302}];\\nwindow.modules[\"1310\"] = [function(require,module,exports){\"use strict\";function dateLongFormatter(t,e){switch(t){case\"P\":return e.date({width:\"short\"});case\"PP\":return e.date({width:\"medium\"});case\"PPP\":return e.date({width:\"long\"});case\"PPPP\":default:return e.date({width:\"full\"})}}function timeLongFormatter(t,e){switch(t){case\"p\":return e.time({width:\"short\"});case\"pp\":return e.time({width:\"medium\"});case\"ppp\":return e.time({width:\"long\"});case\"pppp\":default:return e.time({width:\"full\"})}}function dateTimeLongFormatter(t,e){var r,a=t.match(/(P+)(p+)?/)||[],i=a[1],o=a[2];if(!o)return dateLongFormatter(t,e);switch(i){case\"P\":r=e.dateTime({width:\"short\"});break;case\"PP\":r=e.dateTime({width:\"medium\"});break;case\"PPP\":r=e.dateTime({width:\"long\"});break;case\"PPPP\":default:r=e.dateTime({width:\"full\"})}return r.replace(\"{{date}}\",dateLongFormatter(i,e)).replace(\"{{time}}\",timeLongFormatter(o,e))}var longFormatters={p:timeLongFormatter,P:dateTimeLongFormatter},longFormatters$1=longFormatters;exports.longFormatters=longFormatters$1;\\n}, {}];\\nwindow.modules[\"1311\"] = [function(require,module,exports){\"use strict\";function getTimezoneOffsetInMilliseconds(e){var t=new Date(Date.UTC(e.getFullYear(),e.getMonth(),e.getDate(),e.getHours(),e.getMinutes(),e.getSeconds(),e.getMilliseconds()));return t.setUTCFullYear(e.getFullYear()),e.getTime()-t.getTime()}exports.getTimezoneOffsetInMilliseconds=getTimezoneOffsetInMilliseconds;\\n}, {}];\\nwindow.modules[\"1312\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313);function _instanceof(e,t){return null!=t&&\"undefined\"!=typeof Symbol&&t[Symbol.hasInstance]?!!t[Symbol.hasInstance](e):e instanceof t}function toDate(e){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var t=Object.prototype.toString.call(e);return _instanceof(e,Date)||\"object\"==typeof e&&\"[object Date]\"===t?new Date(e.getTime()):\"number\"==typeof e||\"[object Number]\"===t?new Date(e):(\"string\"!=typeof e&&\"[object String]\"!==t||\"undefined\"==typeof console||(console.warn(\"Starting with v2.0.0-beta.1 date-fns doesn\\'t accept strings as date arguments. Please use `parseISO` to parse strings. See: https://git.io/fjule\"),console.warn((new Error).stack)),new Date(NaN))}exports.toDate=toDate;\\n}, {\"1313\":1313}];\\nwindow.modules[\"1313\"] = [function(require,module,exports){\"use strict\";function requiredArgs(r,e){if(e.length<r)throw new TypeError(r+\" argument\"+(r>1?\"s\":\"\")+\" required, but only \"+e.length+\" present\")}exports.requiredArgs=requiredArgs;\\n}, {}];\\nwindow.modules[\"1314\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313);function startOfUTCISOWeek(e){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var r=_vendor_browser_dateFns_esm_toDate_index.toDate(e),t=r.getUTCDay(),_=(t<1?7:0)+t-1;return r.setUTCDate(r.getUTCDate()-_),r.setUTCHours(0,0,0,0),r}exports.startOfUTCISOWeek=startOfUTCISOWeek;\\n}, {\"1312\":1312,\"1313\":1313}];\\nwindow.modules[\"1315\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm__lib_getUTCISOWeekYear_index=require(1306),_vendor_browser_dateFns_esm__lib_startOfUTCISOWeek_index=require(1314),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313);function startOfUTCISOWeekYear(e){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var r=_vendor_browser_dateFns_esm__lib_getUTCISOWeekYear_index.getUTCISOWeekYear(e),_=new Date(0);return _.setUTCFullYear(r,0,4),_.setUTCHours(0,0,0,0),_vendor_browser_dateFns_esm__lib_startOfUTCISOWeek_index.startOfUTCISOWeek(_)}exports.startOfUTCISOWeekYear=startOfUTCISOWeekYear;\\n}, {\"1306\":1306,\"1313\":1313,\"1314\":1314}];\\nwindow.modules[\"1316\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),_vendor_browser_dateFns_esm__lib_toInteger_index=require(1318);function startOfUTCWeek(e,r){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var t=r||{},_=t.locale,n=_&&_.options&&_.options.weekStartsOn,s=null==n?0:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(n),o=null==t.weekStartsOn?s:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(t.weekStartsOn);if(!(o>=0&&o<=6))throw new RangeError(\"weekStartsOn must be between 0 and 6 inclusively\");var d=_vendor_browser_dateFns_esm_toDate_index.toDate(e),i=d.getUTCDay(),a=(i<o?7:0)+i-o;return d.setUTCDate(d.getUTCDate()-a),d.setUTCHours(0,0,0,0),d}exports.startOfUTCWeek=startOfUTCWeek;\\n}, {\"1312\":1312,\"1313\":1313,\"1318\":1318}];\\nwindow.modules[\"1317\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm__lib_getUTCWeekYear_index=require(1308),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313),_vendor_browser_dateFns_esm__lib_startOfUTCWeek_index=require(1316),_vendor_browser_dateFns_esm__lib_toInteger_index=require(1318);function startOfUTCWeekYear(e,r){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments);var _=r||{},t=_.locale,s=t&&t.options&&t.options.firstWeekContainsDate,n=null==s?1:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(s),i=null==_.firstWeekContainsDate?n:_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(_.firstWeekContainsDate),d=_vendor_browser_dateFns_esm__lib_getUTCWeekYear_index.getUTCWeekYear(e,r),o=new Date(0);return o.setUTCFullYear(d,0,i),o.setUTCHours(0,0,0,0),_vendor_browser_dateFns_esm__lib_startOfUTCWeek_index.startOfUTCWeek(o,r)}exports.startOfUTCWeekYear=startOfUTCWeekYear;\\n}, {\"1308\":1308,\"1313\":1313,\"1316\":1316,\"1318\":1318}];\\nwindow.modules[\"1318\"] = [function(require,module,exports){\"use strict\";function toInteger(t){if(null===t||!0===t||!1===t)return NaN;var e=Number(t);return isNaN(e)?e:e<0?Math.ceil(e):Math.floor(e)}exports.toInteger=toInteger;\\n}, {}];\\nwindow.modules[\"1319\"] = [function(require,module,exports){\"use strict\";var protectedDayOfYearTokens=[\"D\",\"DD\"],protectedWeekYearTokens=[\"YY\",\"YYYY\"];function isProtectedDayOfYearToken(e){return-1!==protectedDayOfYearTokens.indexOf(e)}function isProtectedWeekYearToken(e){return-1!==protectedWeekYearTokens.indexOf(e)}function throwProtectedError(e,t,o){if(\"YYYY\"===e)throw new RangeError(\"Use `yyyy` instead of `YYYY` (in `\".concat(t,\"`) for formatting years to the input `\").concat(o,\"`; see: https://git.io/fxCyr\"));if(\"YY\"===e)throw new RangeError(\"Use `yy` instead of `YY` (in `\".concat(t,\"`) for formatting years to the input `\").concat(o,\"`; see: https://git.io/fxCyr\"));if(\"D\"===e)throw new RangeError(\"Use `d` instead of `D` (in `\".concat(t,\"`) for formatting days of the month to the input `\").concat(o,\"`; see: https://git.io/fxCyr\"));if(\"DD\"===e)throw new RangeError(\"Use `dd` instead of `DD` (in `\".concat(t,\"`) for formatting days of the month to the input `\").concat(o,\"`; see: https://git.io/fxCyr\"))}exports.isProtectedDayOfYearToken=isProtectedDayOfYearToken,exports.isProtectedWeekYearToken=isProtectedWeekYearToken,exports.throwProtectedError=throwProtectedError;\\n}, {}];\\nwindow.modules[\"1320\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm__lib_toInteger_index=require(1318),_vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313);function addMilliseconds(e,r){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(2,arguments);var _=_vendor_browser_dateFns_esm_toDate_index.toDate(e).getTime(),d=_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(r);return new Date(_+d)}exports.addMilliseconds=addMilliseconds;\\n}, {\"1312\":1312,\"1313\":1313,\"1318\":1318}];\\nwindow.modules[\"1321\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_isDate_index=require(1324),_vendor_browser_dateFns_esm_toDate_index=require(1312),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313);function isValid(e){if(_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments),!_vendor_browser_dateFns_esm_isDate_index.isDate(e)&&\"number\"!=typeof e)return!1;var r=_vendor_browser_dateFns_esm_toDate_index.toDate(e);return!isNaN(Number(r))}exports.isValid=isValid;\\n}, {\"1312\":1312,\"1313\":1313,\"1324\":1324}];\\nwindow.modules[\"1322\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm__lib_toInteger_index=require(1318),_vendor_browser_dateFns_esm_addMilliseconds_index=require(1320),_vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313);function subMilliseconds(e,r){_vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(2,arguments);var _=_vendor_browser_dateFns_esm__lib_toInteger_index.toInteger(r);return _vendor_browser_dateFns_esm_addMilliseconds_index.addMilliseconds(e,-_)}exports.subMilliseconds=subMilliseconds;\\n}, {\"1313\":1313,\"1318\":1318,\"1320\":1320}];\\nwindow.modules[\"1323\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_locale_enUS__lib_formatDistance_index=require(1329),_vendor_browser_dateFns_esm_locale_enUS__lib_formatLong_index=require(1330),_vendor_browser_dateFns_esm_locale_enUS__lib_formatRelative_index=require(1331),_vendor_browser_dateFns_esm_locale_enUS__lib_localize_index=require(1332),_vendor_browser_dateFns_esm_locale_enUS__lib_match_index=require(1333),locale={code:\"en-US\",formatDistance:_vendor_browser_dateFns_esm_locale_enUS__lib_formatDistance_index.formatDistance,formatLong:_vendor_browser_dateFns_esm_locale_enUS__lib_formatLong_index.formatLong,formatRelative:_vendor_browser_dateFns_esm_locale_enUS__lib_formatRelative_index.formatRelative,localize:_vendor_browser_dateFns_esm_locale_enUS__lib_localize_index.localize,match:_vendor_browser_dateFns_esm_locale_enUS__lib_match_index.match,options:{weekStartsOn:0,firstWeekContainsDate:1}},defaultLocale=locale;exports.defaultLocale=defaultLocale;\\n}, {\"1329\":1329,\"1330\":1330,\"1331\":1331,\"1332\":1332,\"1333\":1333}];\\nwindow.modules[\"1324\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm__lib_requiredArgs_index=require(1313);function _instanceof(e,r){return null!=r&&\"undefined\"!=typeof Symbol&&r[Symbol.hasInstance]?!!r[Symbol.hasInstance](e):e instanceof r}function isDate(e){return _vendor_browser_dateFns_esm__lib_requiredArgs_index.requiredArgs(1,arguments),_instanceof(e,Date)||\"object\"==typeof e&&\"[object Date]\"===Object.prototype.toString.call(e)}exports.isDate=isDate;\\n}, {\"1313\":1313}];\\nwindow.modules[\"1325\"] = [function(require,module,exports){\"use strict\";function buildFormatLongFn(t){return function(){var n=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{},r=n.width?String(n.width):t.defaultWidth;return t.formats[r]||t.formats[t.defaultWidth]}}exports.buildFormatLongFn=buildFormatLongFn;\\n}, {}];\\nwindow.modules[\"1326\"] = [function(require,module,exports){\"use strict\";function buildLocalizeFn(t){return function(a,i){var e,n=i||{};if(\"formatting\"===(n.context?String(n.context):\"standalone\")&&t.formattingValues){var l=t.defaultFormattingWidth||t.defaultWidth,r=n.width?String(n.width):l;e=t.formattingValues[r]||t.formattingValues[l]}else{var u=t.defaultWidth,d=n.width?String(n.width):t.defaultWidth;e=t.values[d]||t.values[u]}return e[t.argumentCallback?t.argumentCallback(a):a]}}exports.buildLocalizeFn=buildLocalizeFn;\\n}, {}];\\nwindow.modules[\"1327\"] = [function(require,module,exports){\"use strict\";function buildMatchFn(t){return function(n){var a=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},r=a.width,e=r&&t.matchPatterns[r]||t.matchPatterns[t.defaultMatchWidth],u=n.match(e);if(!u)return null;var i,l=u[0],c=r&&t.parsePatterns[r]||t.parsePatterns[t.defaultParseWidth],f=Array.isArray(c)?findIndex(c,function(t){return t.test(l)}):findKey(c,function(t){return t.test(l)});return i=t.valueCallback?t.valueCallback(f):f,{value:i=a.valueCallback?a.valueCallback(i):i,rest:n.slice(l.length)}}}function findKey(t,n){for(var a in t)if(t.hasOwnProperty(a)&&n(t[a]))return a}function findIndex(t,n){for(var a=0;a<t.length;a++)if(n(t[a]))return a}exports.buildMatchFn=buildMatchFn;\\n}, {}];\\nwindow.modules[\"1328\"] = [function(require,module,exports){\"use strict\";function buildMatchPatternFn(a){return function(t){var l=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},e=t.match(a.matchPattern);if(!e)return null;var n=e[0],r=t.match(a.parsePattern);if(!r)return null;var u=a.valueCallback?a.valueCallback(r[0]):r[0];return{value:u=l.valueCallback?l.valueCallback(u):u,rest:t.slice(n.length)}}}exports.buildMatchPatternFn=buildMatchPatternFn;\\n}, {}];\\nwindow.modules[\"1329\"] = [function(require,module,exports){\"use strict\";var formatDistanceLocale={lessThanXSeconds:{one:\"less than a second\",other:\"less than {{count}} seconds\"},xSeconds:{one:\"1 second\",other:\"{{count}} seconds\"},halfAMinute:\"half a minute\",lessThanXMinutes:{one:\"less than a minute\",other:\"less than {{count}} minutes\"},xMinutes:{one:\"1 minute\",other:\"{{count}} minutes\"},aboutXHours:{one:\"about 1 hour\",other:\"about {{count}} hours\"},xHours:{one:\"1 hour\",other:\"{{count}} hours\"},xDays:{one:\"1 day\",other:\"{{count}} days\"},aboutXWeeks:{one:\"about 1 week\",other:\"about {{count}} weeks\"},xWeeks:{one:\"1 week\",other:\"{{count}} weeks\"},aboutXMonths:{one:\"about 1 month\",other:\"about {{count}} months\"},xMonths:{one:\"1 month\",other:\"{{count}} months\"},aboutXYears:{one:\"about 1 year\",other:\"about {{count}} years\"},xYears:{one:\"1 year\",other:\"{{count}} years\"},overXYears:{one:\"over 1 year\",other:\"over {{count}} years\"},almostXYears:{one:\"almost 1 year\",other:\"almost {{count}} years\"}},formatDistance=function(o,e,t){var n,a=formatDistanceLocale[o];return n=\"string\"==typeof a?a:1===e?a.one:a.other.replace(\"{{count}}\",e.toString()),null!=t&&t.addSuffix?t.comparison&&t.comparison>0?\"in \"+n:n+\" ago\":n},formatDistance$1=formatDistance;exports.formatDistance=formatDistance$1;\\n}, {}];\\nwindow.modules[\"1330\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_locale__lib_buildFormatLongFn_index=require(1325),dateFormats={full:\"EEEE, MMMM do, y\",long:\"MMMM do, y\",medium:\"MMM d, y\",short:\"MM/dd/yyyy\"},timeFormats={full:\"h:mm:ss a zzzz\",long:\"h:mm:ss a z\",medium:\"h:mm:ss a\",short:\"h:mm a\"},dateTimeFormats={full:\"{{date}} \\'at\\' {{time}}\",long:\"{{date}} \\'at\\' {{time}}\",medium:\"{{date}}, {{time}}\",short:\"{{date}}, {{time}}\"},formatLong={date:_vendor_browser_dateFns_esm_locale__lib_buildFormatLongFn_index.buildFormatLongFn({formats:dateFormats,defaultWidth:\"full\"}),time:_vendor_browser_dateFns_esm_locale__lib_buildFormatLongFn_index.buildFormatLongFn({formats:timeFormats,defaultWidth:\"full\"}),dateTime:_vendor_browser_dateFns_esm_locale__lib_buildFormatLongFn_index.buildFormatLongFn({formats:dateTimeFormats,defaultWidth:\"full\"})},formatLong$1=formatLong;exports.formatLong=formatLong$1;\\n}, {\"1325\":1325}];\\nwindow.modules[\"1331\"] = [function(require,module,exports){\"use strict\";var formatRelativeLocale={lastWeek:\"\\'last\\' eeee \\'at\\' p\",yesterday:\"\\'yesterday at\\' p\",today:\"\\'today at\\' p\",tomorrow:\"\\'tomorrow at\\' p\",nextWeek:\"eeee \\'at\\' p\",other:\"P\"},formatRelative=function(e,t,a,o){return formatRelativeLocale[e]},formatRelative$1=formatRelative;exports.formatRelative=formatRelative$1;\\n}, {}];\\nwindow.modules[\"1332\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_locale__lib_buildLocalizeFn_index=require(1326),eraValues={narrow:[\"B\",\"A\"],abbreviated:[\"BC\",\"AD\"],wide:[\"Before Christ\",\"Anno Domini\"]},quarterValues={narrow:[\"1\",\"2\",\"3\",\"4\"],abbreviated:[\"Q1\",\"Q2\",\"Q3\",\"Q4\"],wide:[\"1st quarter\",\"2nd quarter\",\"3rd quarter\",\"4th 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the morning\",afternoon:\"in the afternoon\",evening:\"in the evening\",night:\"at night\"},abbreviated:{am:\"AM\",pm:\"PM\",midnight:\"midnight\",noon:\"noon\",morning:\"in the morning\",afternoon:\"in the afternoon\",evening:\"in the evening\",night:\"at night\"},wide:{am:\"a.m.\",pm:\"p.m.\",midnight:\"midnight\",noon:\"noon\",morning:\"in the morning\",afternoon:\"in the afternoon\",evening:\"in the evening\",night:\"at night\"}},ordinalNumber=function(e,n){var i=Number(e),a=i%100;if(a>20||a<10)switch(a%10){case 1:return i+\"st\";case 2:return i+\"nd\";case 3:return i+\"rd\"}return i+\"th\"},localize={ordinalNumber:ordinalNumber,era:_vendor_browser_dateFns_esm_locale__lib_buildLocalizeFn_index.buildLocalizeFn({values:eraValues,defaultWidth:\"wide\"}),quarter:_vendor_browser_dateFns_esm_locale__lib_buildLocalizeFn_index.buildLocalizeFn({values:quarterValues,defaultWidth:\"wide\",argumentCallback:function(e){return e-1}}),month:_vendor_browser_dateFns_esm_locale__lib_buildLocalizeFn_index.buildLocalizeFn({values:monthValues,defaultWidth:\"wide\"}),day:_vendor_browser_dateFns_esm_locale__lib_buildLocalizeFn_index.buildLocalizeFn({values:dayValues,defaultWidth:\"wide\"}),dayPeriod:_vendor_browser_dateFns_esm_locale__lib_buildLocalizeFn_index.buildLocalizeFn({values:dayPeriodValues,defaultWidth:\"wide\",formattingValues:formattingDayPeriodValues,defaultFormattingWidth:\"wide\"})},localize$1=localize;exports.localize=localize$1;\\n}, {\"1326\":1326}];\\nwindow.modules[\"1333\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_dateFns_esm_locale__lib_buildMatchFn_index=require(1327),_vendor_browser_dateFns_esm_locale__lib_buildMatchPatternFn_index=require(1328),matchOrdinalNumberPattern=/^(\\\\d+)(th|st|nd|rd)?/i,parseOrdinalNumberPattern=/\\\\d+/i,matchEraPatterns={narrow:/^(b|a)/i,abbreviated:/^(b\\\\.?\\\\s?c\\\\.?|b\\\\.?\\\\s?c\\\\.?\\\\s?e\\\\.?|a\\\\.?\\\\s?d\\\\.?|c\\\\.?\\\\s?e\\\\.?)/i,wide:/^(before christ|before common era|anno domini|common era)/i},parseEraPatterns={any:[/^b/i,/^(a|c)/i]},matchQuarterPatterns={narrow:/^[1234]/i,abbreviated:/^q[1234]/i,wide:/^[1234](th|st|nd|rd)? quarter/i},parseQuarterPatterns={any:[/1/i,/2/i,/3/i,/4/i]},matchMonthPatterns={narrow:/^[jfmasond]/i,abbreviated:/^(jan|feb|mar|apr|may|jun|jul|aug|sep|oct|nov|dec)/i,wide:/^(january|february|march|april|may|june|july|august|september|october|november|december)/i},parseMonthPatterns={narrow:[/^j/i,/^f/i,/^m/i,/^a/i,/^m/i,/^j/i,/^j/i,/^a/i,/^s/i,/^o/i,/^n/i,/^d/i],any:[/^ja/i,/^f/i,/^mar/i,/^ap/i,/^may/i,/^jun/i,/^jul/i,/^au/i,/^s/i,/^o/i,/^n/i,/^d/i]},matchDayPatterns={narrow:/^[smtwf]/i,short:/^(su|mo|tu|we|th|fr|sa)/i,abbreviated:/^(sun|mon|tue|wed|thu|fri|sat)/i,wide:/^(sunday|monday|tuesday|wednesday|thursday|friday|saturday)/i},parseDayPatterns={narrow:[/^s/i,/^m/i,/^t/i,/^w/i,/^t/i,/^f/i,/^s/i],any:[/^su/i,/^m/i,/^tu/i,/^w/i,/^th/i,/^f/i,/^sa/i]},matchDayPeriodPatterns={narrow:/^(a|p|mi|n|(in the|at) (morning|afternoon|evening|night))/i,any:/^([ap]\\\\.?\\\\s?m\\\\.?|midnight|noon|(in the|at) (morning|afternoon|evening|night))/i},parseDayPeriodPatterns={any:{am:/^a/i,pm:/^p/i,midnight:/^mi/i,noon:/^no/i,morning:/morning/i,afternoon:/afternoon/i,evening:/evening/i,night:/night/i}},match={ordinalNumber:_vendor_browser_dateFns_esm_locale__lib_buildMatchPatternFn_index.buildMatchPatternFn({matchPattern:matchOrdinalNumberPattern,parsePattern:parseOrdinalNumberPattern,valueCallback:function(a){return parseInt(a,10)}}),era:_vendor_browser_dateFns_esm_locale__lib_buildMatchFn_index.buildMatchFn({matchPatterns:matchEraPatterns,defaultMatchWidth:\"wide\",parsePatterns:parseEraPatterns,defaultParseWidth:\"any\"}),quarter:_vendor_browser_dateFns_esm_locale__lib_buildMatchFn_index.buildMatchFn({matchPatterns:matchQuarterPatterns,defaultMatchWidth:\"wide\",parsePatterns:parseQuarterPatterns,defaultParseWidth:\"any\",valueCallback:function(a){return a+1}}),month:_vendor_browser_dateFns_esm_locale__lib_buildMatchFn_index.buildMatchFn({matchPatterns:matchMonthPatterns,defaultMatchWidth:\"wide\",parsePatterns:parseMonthPatterns,defaultParseWidth:\"any\"}),day:_vendor_browser_dateFns_esm_locale__lib_buildMatchFn_index.buildMatchFn({matchPatterns:matchDayPatterns,defaultMatchWidth:\"wide\",parsePatterns:parseDayPatterns,defaultParseWidth:\"any\"}),dayPeriod:_vendor_browser_dateFns_esm_locale__lib_buildMatchFn_index.buildMatchFn({matchPatterns:matchDayPeriodPatterns,defaultMatchWidth:\"any\",parsePatterns:parseDayPeriodPatterns,defaultParseWidth:\"any\"})},match$1=match;exports.match=match$1;\\n}, {\"1327\":1327,\"1328\":1328}];\\nwindow.modules[\"1334\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__commonjsHelpers=require(937),_vendor_browser_dateFns_isDate_index=require(1337),_vendor_browser_dateFns_toDate_index=require(1294),_vendor_browser_dateFns__lib_requiredArgs_index=require(1295),isValid_1=_vendor_browser__commonjsHelpers.createCommonjsModule(function(e,r){var _=function(e){return e&&e.__esModule?e:{default:e}};Object.defineProperty(r,\"__esModule\",{value:!0}),r.default=function(e){if((0,i.default)(1,arguments),!(0,s.default)(e)&&\"number\"!=typeof e)return!1;var r=(0,o.default)(e);return!isNaN(Number(r))};var s=_(_vendor_browser_dateFns_isDate_index.require$$0),o=_(_vendor_browser_dateFns_toDate_index.require$$3),i=_(_vendor_browser_dateFns__lib_requiredArgs_index.require$$8);e.exports=r.default});_vendor_browser__commonjsHelpers.getDefaultExportFromCjs(isValid_1);var require$$0=isValid_1;exports.require$$0=require$$0;\\n}, {\"937\":937,\"1294\":1294,\"1295\":1295,\"1337\":1337}];\\nwindow.modules[\"1335\"] = [function(require,module,exports){\"use 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e&&\"undefined\"!=typeof Symbol&&e.constructor===Symbol?\"symbol\":typeof e};function _unsupportedIterableToArray(e,t){if(e){if(\"string\"==typeof e)return _arrayLikeToArray(e,t);var r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray(e,t):void 0}}var keepUnique=function(e){return _toConsumableArray(new Set(e))},withoutChars=function(e,t){return e.filter(function(e){return!t.includes(e)})},onlyChars=function(e,t){return e.filter(function(e){return t.includes(e)})},isIntegerNumber=function(e){return\"bigint\"===(void 0===e?\"undefined\":_typeof(e))||!Number.isNaN(Number(e))&&Math.floor(Number(e))===e},isPositiveAndFinite=function(e){return\"bigint\"===(void 0===e?\"undefined\":_typeof(e))||e>=0&&Number.isSafeInteger(e)};function shuffle(e,t){if(0===t.length)return e;for(var 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i=t&&t.replace(r,\"\").trim();i?e.setAttribute(n,i):e.removeAttribute(n)}})}},b=function(){!ee&&K.props.aria.expanded&&normalizeToArray(K.props.triggerTarget||e).forEach(function(e){K.props.interactive?e.setAttribute(\"aria-expanded\",K.state.isVisible&&e===l()?\"true\":\"false\"):e.removeAttribute(\"aria-expanded\")})},T=function(){f().removeEventListener(\"mousemove\",$),mouseMoveListeners=mouseMoveListeners.filter(function(e){return e!==$})},E=function(t){if(!currentInput.isTouch||!F&&\"mousedown\"!==t.type){var n=t.composedPath&&t.composedPath()[0]||t.target;if(!K.props.interactive||!actualContains(J,n)){if(normalizeToArray(K.props.triggerTarget||e).some(function(e){return actualContains(e,n)})){if(currentInput.isTouch)return;if(K.state.isVisible&&K.props.trigger.indexOf(\"click\")>=0)return}else g(\"onClickOutside\",[K,t]);!0===K.props.hideOnClick&&(K.clearDelayTimeouts(),K.hide(),B=!0,setTimeout(function(){B=!1}),K.state.isMounted||_())}}},O=function(){F=!0},A=function(){F=!1},w=function(){var e=f();e.addEventListener(\"mousedown\",E,!0),e.addEventListener(\"touchend\",E,TOUCH_OPTIONS),e.addEventListener(\"touchstart\",A,TOUCH_OPTIONS),e.addEventListener(\"touchmove\",O,TOUCH_OPTIONS)},_=function(){var e=f();e.removeEventListener(\"mousedown\",E,!0),e.removeEventListener(\"touchend\",E,TOUCH_OPTIONS),e.removeEventListener(\"touchstart\",A,TOUCH_OPTIONS),e.removeEventListener(\"touchmove\",O,TOUCH_OPTIONS)},P=function(e,t){var n=v().box;function r(e){e.target===n&&(updateTransitionEndListener(n,\"remove\",r),t())}if(0===e)return t();updateTransitionEndListener(n,\"remove\",s),updateTransitionEndListener(n,\"add\",r),s=r},L=function(t,n,r){void 0===r&&(r=!1),normalizeToArray(K.props.triggerTarget||e).forEach(function(e){e.addEventListener(t,n,r),z.push({node:e,eventType:t,handler:n,options:r})})},S=function(){c()&&(L(\"touchstart\",D,{passive:!0}),L(\"touchend\",I,{passive:!0})),splitBySpaces(K.props.trigger).forEach(function(e){if(\"manual\"!==e)switch(L(e,D),e){case\"mouseenter\":L(\"mouseleave\",I);break;case\"focus\":L(isIE11?\"focusout\":\"blur\",N);break;case\"focusin\":L(\"focusout\",N)}})},C=function(){z.forEach(function(e){var t=e.node,n=e.eventType,r=e.handler,i=e.options;t.removeEventListener(n,r,i)}),z=[]},D=function(e){var t,n=!1;if(K.state.isEnabled&&!x(e)&&!B){var r=\"focus\"===(null==(t=o)?void 0:t.type);o=e,u=e.currentTarget,b(),!K.state.isVisible&&isMouseEvent(e)&&mouseMoveListeners.forEach(function(t){return t(e)}),\"click\"===e.type&&(K.props.trigger.indexOf(\"mouseenter\")<0||H)&&!1!==K.props.hideOnClick&&K.state.isVisible?n=!0:k(e),\"click\"===e.type&&(H=!n),n&&!r&&R(e)}},M=function(e){var t=e.target,n=l().contains(t)||J.contains(t);\"mousemove\"===e.type&&n||isCursorOutsideInteractiveBorder(W().concat(J).map(function(e){var t,n=null==(t=e._tippy.popperInstance)?void 0:t.state;return n?{popperRect:e.getBoundingClientRect(),popperState:n,props:U}:null}).filter(Boolean),e)&&(T(),R(e))},I=function(e){x(e)||K.props.trigger.indexOf(\"click\")>=0&&H||(K.props.interactive?K.hideWithInteractivity(e):R(e))},N=function(e){K.props.trigger.indexOf(\"focusin\")<0&&e.target!==l()||K.props.interactive&&e.relatedTarget&&J.contains(e.relatedTarget)||R(e)},x=function(e){return!!currentInput.isTouch&&c()!==e.type.indexOf(\"touch\")>=0},V=function(){j();var t=K.props,n=t.popperOptions,r=t.placement,i=t.offset,o=t.getReferenceClientRect,s=t.moveTransition,u=d()?getChildren(J).arrow:null,p=o?{getBoundingClientRect:o,contextElement:o.contextElement||l()}:e,c=[{name:\"offset\",options:{offset:i}},{name:\"preventOverflow\",options:{padding:{top:2,bottom:2,left:5,right:5}}},{name:\"flip\",options:{padding:5}},{name:\"computeStyles\",options:{adaptive:!s}},{name:\"$$tippy\",enabled:!0,phase:\"beforeWrite\",requires:[\"computeStyles\"],fn:function(e){var t=e.state;if(d()){var n=v().box;[\"placement\",\"reference-hidden\",\"escaped\"].forEach(function(e){\"placement\"===e?n.setAttribute(\"data-placement\",t.placement):t.attributes.popper[\"data-popper-\"+e]?n.setAttribute(\"data-\"+e,\"\"):n.removeAttribute(\"data-\"+e)}),t.attributes.popper={}}}}];d()&&u&&c.push({name:\"arrow\",options:{element:u,padding:3}}),c.push.apply(c,(null==n?void 0:n.modifiers)||[]),K.popperInstance=_vendor_browser__popperjs_core_lib_popper.createPopper(p,J,Object.assign({},n,{placement:r,onFirstUpdate:a,modifiers:c}))},j=function(){K.popperInstance&&(K.popperInstance.destroy(),K.popperInstance=null)},W=function(){return arrayFrom(J.querySelectorAll(\"[data-tippy-root]\"))},k=function(e){K.clearDelayTimeouts(),e&&g(\"onTrigger\",[K,e]),w();var t=m(!0),r=p(),i=r[0],o=r[1];currentInput.isTouch&&\"hold\"===i&&o&&(t=o),t?n=setTimeout(function(){K.show()},t):K.show()},R=function(e){if(K.clearDelayTimeouts(),g(\"onUntrigger\",[K,e]),K.state.isVisible){if(!(K.props.trigger.indexOf(\"mouseenter\")>=0&&K.props.trigger.indexOf(\"click\")>=0&&[\"mouseleave\",\"mousemove\"].indexOf(e.type)>=0&&H)){var t=m(!1);t?r=setTimeout(function(){K.state.isVisible&&K.hide()},t):i=requestAnimationFrame(function(){K.hide()})}}else _()},U=evaluateProps(e,Object.assign({},defaultProps,getExtendedPassedProps(removeUndefinedProps(t)))),H=!1,B=!1,F=!1,q=!1,z=[],$=debounce(M,U.interactiveDebounce),G=idCounter++,Y=unique(U.plugins),K={id:G,reference:e,popper:div(),popperInstance:null,props:U,state:{isEnabled:!0,isVisible:!1,isDestroyed:!1,isMounted:!1,isShown:!1},plugins:Y,clearDelayTimeouts:function(){clearTimeout(n),clearTimeout(r),cancelAnimationFrame(i)},setProps:function(t){if(\"production\"!==window.process.env.NODE_ENV&&warnWhen(K.state.isDestroyed,createMemoryLeakWarning(\"setProps\")),!K.state.isDestroyed){g(\"onBeforeUpdate\",[K,t]),C();var n=K.props,r=evaluateProps(e,Object.assign({},n,removeUndefinedProps(t),{ignoreAttributes:!0}));K.props=r,S(),n.interactiveDebounce!==r.interactiveDebounce&&(T(),$=debounce(M,r.interactiveDebounce)),n.triggerTarget&&!r.triggerTarget?normalizeToArray(n.triggerTarget).forEach(function(e){e.removeAttribute(\"aria-expanded\")}):r.triggerTarget&&e.removeAttribute(\"aria-expanded\"),b(),y(),Q&&Q(n,r),K.popperInstance&&(V(),W().forEach(function(e){requestAnimationFrame(e._tippy.popperInstance.forceUpdate)})),g(\"onAfterUpdate\",[K,t])}},setContent:function(e){K.setProps({content:e})},show:function(){\"production\"!==window.process.env.NODE_ENV&&warnWhen(K.state.isDestroyed,createMemoryLeakWarning(\"show\"));var e=K.state.isVisible,t=K.state.isDestroyed,n=!K.state.isEnabled,r=currentInput.isTouch&&!K.props.touch,i=getValueAtIndexOrReturn(K.props.duration,0,defaultProps.duration);if(!(e||t||n||r||l().hasAttribute(\"disabled\")||(g(\"onShow\",[K],!1),!1===K.props.onShow(K)))){if(K.state.isVisible=!0,d()&&(J.style.visibility=\"visible\"),y(),w(),K.state.isMounted||(J.style.transition=\"none\"),d()){var o=v();setTransitionDuration([o.box,o.content],0)}var s,u,p;a=function(){var e;if(K.state.isVisible&&!q){if(q=!0,J.offsetHeight,J.style.transition=K.props.moveTransition,d()&&K.props.animation){var t=v(),n=t.box,r=t.content;setTransitionDuration([n,r],i),setVisibilityState([n,r],\"visible\")}h(),b(),pushIfUnique(mountedInstances,K),null==(e=K.popperInstance)||e.forceUpdate(),g(\"onMount\",[K]),K.props.animation&&d()&&function(e,t){P(e,t)}(i,function(){K.state.isShown=!0,g(\"onShown\",[K])})}},u=K.props.appendTo,p=l(),(s=K.props.interactive&&u===TIPPY_DEFAULT_APPEND_TO||\"parent\"===u?p.parentNode:invokeWithArgsOrReturn(u,[p])).contains(J)||s.appendChild(J),K.state.isMounted=!0,V(),\"production\"!==window.process.env.NODE_ENV&&warnWhen(K.props.interactive&&u===defaultProps.appendTo&&p.nextElementSibling!==J,[\"Interactive tippy element may not be accessible via keyboard\",\"navigation because it is not directly after the reference element\",\"in the DOM source order.\",\"\\\\n\\\\n\",\"Using a wrapper <div> or <span> tag around the reference element\",\"solves this by creating a new parentNode context.\",\"\\\\n\\\\n\",\"Specifying `appendTo: document.body` silences this warning, but it\",\"assumes you are using a focus management solution to handle\",\"keyboard navigation.\",\"\\\\n\\\\n\",\"See: https://atomiks.github.io/tippyjs/v6/accessibility/#interactivity\"].join(\" \"))}},hide:function(){\"production\"!==window.process.env.NODE_ENV&&warnWhen(K.state.isDestroyed,createMemoryLeakWarning(\"hide\"));var e=!K.state.isVisible,t=K.state.isDestroyed,n=!K.state.isEnabled,r=getValueAtIndexOrReturn(K.props.duration,1,defaultProps.duration);if(!(e||t||n)&&(g(\"onHide\",[K],!1),!1!==K.props.onHide(K))){if(K.state.isVisible=!1,K.state.isShown=!1,q=!1,H=!1,d()&&(J.style.visibility=\"hidden\"),T(),_(),y(!0),d()){var i=v(),o=i.box,s=i.content;K.props.animation&&(setTransitionDuration([o,s],r),setVisibilityState([o,s],\"hidden\"))}h(),b(),K.props.animation?d()&&function(e,t){P(e,function(){!K.state.isVisible&&J.parentNode&&J.parentNode.contains(J)&&t()})}(r,K.unmount):K.unmount()}},hideWithInteractivity:function(e){\"production\"!==window.process.env.NODE_ENV&&warnWhen(K.state.isDestroyed,createMemoryLeakWarning(\"hideWithInteractivity\")),f().addEventListener(\"mousemove\",$),pushIfUnique(mouseMoveListeners,$),$(e)},enable:function(){K.state.isEnabled=!0},disable:function(){K.hide(),K.state.isEnabled=!1},unmount:function(){\"production\"!==window.process.env.NODE_ENV&&warnWhen(K.state.isDestroyed,createMemoryLeakWarning(\"unmount\")),K.state.isVisible&&K.hide(),K.state.isMounted&&(j(),W().forEach(function(e){e._tippy.unmount()}),J.parentNode&&J.parentNode.removeChild(J),mountedInstances=mountedInstances.filter(function(e){return e!==K}),K.state.isMounted=!1,g(\"onHidden\",[K]))},destroy:function(){\"production\"!==window.process.env.NODE_ENV&&warnWhen(K.state.isDestroyed,createMemoryLeakWarning(\"destroy\")),K.state.isDestroyed||(K.clearDelayTimeouts(),K.unmount(),C(),delete e._tippy,K.state.isDestroyed=!0,g(\"onDestroy\",[K]))}};if(!U.render)return\"production\"!==window.process.env.NODE_ENV&&errorWhen(!0,\"render() function has not been supplied.\"),K;var X=U.render(K),J=X.popper,Q=X.onUpdate;J.setAttribute(\"data-tippy-root\",\"\"),J.id=\"tippy-\"+K.id,K.popper=J,e._tippy=K,J._tippy=K;var Z=Y.map(function(e){return e.fn(K)}),ee=e.hasAttribute(\"aria-expanded\");return S(),b(),y(),g(\"onCreate\",[K]),U.showOnCreate&&k(),J.addEventListener(\"mouseenter\",function(){K.props.interactive&&K.state.isVisible&&K.clearDelayTimeouts()}),J.addEventListener(\"mouseleave\",function(){K.props.interactive&&K.props.trigger.indexOf(\"mouseenter\")>=0&&f().addEventListener(\"mousemove\",$)}),K}function tippy(e,t){void 0===t&&(t={});var n=defaultProps.plugins.concat(t.plugins||[]);\"production\"!==window.process.env.NODE_ENV&&(validateTargets(e),validateProps(t,n)),bindGlobalEventListeners();var r=Object.assign({},t,{plugins:n}),i=getArrayOfElements(e);if(\"production\"!==window.process.env.NODE_ENV){var o=isElement(r.content),s=i.length>1;warnWhen(o&&s,[\"tippy() was passed an Element as the `content` prop, but more than\",\"one tippy instance was created by this invocation. This means the\",\"content element will only be appended to the last tippy instance.\",\"\\\\n\\\\n\",\"Instead, pass the .innerHTML of the element, or use a function that\",\"returns a cloned version of the element instead.\",\"\\\\n\\\\n\",\"1) content: element.innerHTML\\\\n\",\"2) content: () => element.cloneNode(true)\"].join(\" \"))}var a=i.reduce(function(e,t){var n=t&&createTippy(t,r);return n&&e.push(n),e},[]);return isElement(e)?a[0]:a}tippy.defaultProps=defaultProps,tippy.setDefaultProps=setDefaultProps,tippy.currentInput=currentInput,Object.assign({},_vendor_browser__popperjs_core_lib_modifiers_applyStyles.applyStyles,{effect:function(e){var t=e.state,n={popper:{position:t.options.strategy,left:\"0\",top:\"0\",margin:\"0\"},arrow:{position:\"absolute\"},reference:{}};Object.assign(t.elements.popper.style,n.popper),t.styles=n,t.elements.arrow&&Object.assign(t.elements.arrow.style,n.arrow)}}),tippy.setDefaultProps({render:render}),exports.tippy=tippy;\\n\\n}).call(this)}).call(this,require(221))}, {\"221\":221,\"1004\":1004,\"1025\":1025}];\\nwindow.modules[\"1619\"] = [function(require,module,exports){\"use strict\";var _vendor_browser__commonjsHelpers=require(937),punycode=_vendor_browser__commonjsHelpers.createCommonjsModule(function(o,e){!function(r){var n=function(o){throw RangeError(F[o])},t=function(o,e){for(var r=o.length,n=[];r--;)n[r]=e(o[r]);return n},s=function(o,e){var r=o.split(\"@\"),n=\"\";r.length>1&&(n=r[0]+\"@\",o=r[1]);var s=(o=o.replace(E,\".\")).split(\".\");return n+t(s,e).join(\".\")},u=function(o){for(var e,r,n=[],t=0,s=o.length;t<s;)(e=o.charCodeAt(t++))>=55296&&e<=56319&&t<s?56320==(64512&(r=o.charCodeAt(t++)))?n.push(((1023&e)<<10)+(1023&r)+65536):(n.push(e),t--):n.push(e);return n},c=function(o){return t(o,function(o){var e=\"\";return o>65535&&(e+=M((o-=65536)>>>10&1023|55296),o=56320|1023&o),e+=M(o)}).join(\"\")},i=function(o,e){return o+22+75*(o<26)-((0!=e)<<5)},l=function(o,e,r){var n=0;for(o=r?O(o/x):o>>1,o+=O(o/e);o>G*b>>1;n+=w)o=O(o/G);return O(n+(G+1)*o/(o+g))},f=function(o){var e,r,t,s,u,i,f,a,p,d,v,h=[],m=o.length,g=0,x=y,H=C;for((r=o.lastIndexOf(A))<0&&(r=0),t=0;t<r;++t)o.charCodeAt(t)>=128&&n(\"not-basic\"),h.push(o.charCodeAt(t));for(s=r>0?r+1:0;s<m;){for(u=g,i=1,f=w;s>=m&&n(\"invalid-input\"),((a=(v=o.charCodeAt(s++))-48<10?v-22:v-65<26?v-65:v-97<26?v-97:w)>=w||a>O((_-g)/i))&&n(\"overflow\"),g+=a*i,!(a<(p=f<=H?j:f>=H+b?b:f-H));f+=w)i>O(_/(d=w-p))&&n(\"overflow\"),i*=d;e=h.length+1,H=l(g-u,e,0==u),O(g/e)>_-x&&n(\"overflow\"),x+=O(g/e),g%=e,h.splice(g++,0,x)}return c(h)},a=function(o){var e,r,t,s,c,f,a,p,d,v,h,m,g,x,H,I=[];for(m=(o=u(o)).length,e=y,r=0,c=C,f=0;f<m;++f)(h=o[f])<128&&I.push(M(h));for(t=s=I.length,s&&I.push(A);t<m;){for(a=_,f=0;f<m;++f)(h=o[f])>=e&&h<a&&(a=h);for(a-e>O((_-r)/(g=t+1))&&n(\"overflow\"),r+=(a-e)*g,e=a,f=0;f<m;++f)if((h=o[f])<e&&++r>_&&n(\"overflow\"),h==e){for(p=r,d=w;!(p<(v=d<=c?j:d>=c+b?b:d-c));d+=w)H=p-v,x=w-v,I.push(M(i(v+H%x,0))),p=O(H/x);I.push(M(i(p,0))),c=l(r,g,t==s),r=0,++t}++r,++e}return I.join(\"\")},p=e&&!e.nodeType&&e,d=o&&!o.nodeType&&o,v=\"object\"==typeof _vendor_browser__commonjsHelpers.commonjsGlobal&&_vendor_browser__commonjsHelpers.commonjsGlobal;v.global!==v&&v.window!==v&&v.self!==v||(r=v);var h,m,_=2147483647,w=36,j=1,b=26,g=38,x=700,C=72,y=128,A=\"-\",H=/^xn--/,I=/[^\\\\x20-\\\\x7E]/,E=/[\\\\x2E\\\\u3002\\\\uFF0E\\\\uFF61]/g,F={overflow:\"Overflow: input needs wider integers to process\",\"not-basic\":\"Illegal input >= 0x80 (not a basic code point)\",\"invalid-input\":\"Invalid input\"},G=w-j,O=Math.floor,M=String.fromCharCode;if(h={version:\"1.3.2\",ucs2:{decode:u,encode:c},decode:f,encode:a,toASCII:function(o){return s(o,function(o){return I.test(o)?\"xn--\"+a(o):o})},toUnicode:function(o){return s(o,function(o){return H.test(o)?f(o.slice(4).toLowerCase()):o})}},p&&d)if(o.exports==p)d.exports=h;else for(m in h)h.hasOwnProperty(m)&&(p[m]=h[m]);else r.punycode=h}(_vendor_browser__commonjsHelpers.commonjsGlobal)});exports.punycode=punycode;\\n}, {\"937\":937}];\\nwindow.modules[\"1663\"] = [function(require,module,exports){\"use strict\";var punycode=require(2241),util=require(3494);function Url(){this.protocol=null,this.slashes=null,this.auth=null,this.host=null,this.port=null,this.hostname=null,this.hash=null,this.search=null,this.query=null,this.pathname=null,this.path=null,this.href=null}exports.parse=urlParse,exports.resolve=urlResolve,exports.resolveObject=urlResolveObject,exports.format=urlFormat,exports.Url=Url;var protocolPattern=/^([a-z0-9.+-]+:)/i,portPattern=/:[0-9]*$/,simplePathPattern=/^(\\\\/\\\\/?(?!\\\\/)[^\\\\?\\\\s]*)(\\\\?[^\\\\s]*)?$/,delims=[\"<\",\">\",\\'\"\\',\"`\",\" \",\"\\\\r\",\"\\\\n\",\"\\\\t\"],unwise=[\"{\",\"}\",\"|\",\"\\\\\\\\\",\"^\",\"`\"].concat(delims),autoEscape=[\"\\'\"].concat(unwise),nonHostChars=[\"%\",\"/\",\"?\",\";\",\"#\"].concat(autoEscape),hostEndingChars=[\"/\",\"?\",\"#\"],hostnameMaxLen=255,hostnamePartPattern=/^[+a-z0-9A-Z_-]{0,63}$/,hostnamePartStart=/^([+a-z0-9A-Z_-]{0,63})(.*)$/,unsafeProtocol={javascript:!0,\"javascript:\":!0},hostlessProtocol={javascript:!0,\"javascript:\":!0},slashedProtocol={http:!0,https:!0,ftp:!0,gopher:!0,file:!0,\"http:\":!0,\"https:\":!0,\"ftp:\":!0,\"gopher:\":!0,\"file:\":!0},querystring=require(3235);function urlParse(t,s,e){if(t&&util.isObject(t)&&t instanceof Url)return t;var h=new Url;return h.parse(t,s,e),h}function urlFormat(t){return util.isString(t)&&(t=urlParse(t)),t instanceof Url?t.format():Url.prototype.format.call(t)}function urlResolve(t,s){return urlParse(t,!1,!0).resolve(s)}function urlResolveObject(t,s){return t?urlParse(t,!1,!0).resolveObject(s):s}Url.prototype.parse=function(t,s,e){if(!util.isString(t))throw new TypeError(\"Parameter \\'url\\' must be a string, not \"+typeof t);var h=t.indexOf(\"?\"),r=-1!==h&&h<t.indexOf(\"#\")?\"?\":\"#\",a=t.split(r);a[0]=a[0].replace(/\\\\\\\\/g,\"/\");var o=t=a.join(r);if(o=o.trim(),!e&&1===t.split(\"#\").length){var n=simplePathPattern.exec(o);if(n)return this.path=o,this.href=o,this.pathname=n[1],n[2]?(this.search=n[2],this.query=s?querystring.parse(this.search.substr(1)):this.search.substr(1)):s&&(this.search=\"\",this.query={}),this}var i=protocolPattern.exec(o);if(i){var l=(i=i[0]).toLowerCase();this.protocol=l,o=o.substr(i.length)}if(e||i||o.match(/^\\\\/\\\\/[^@\\\\/]+@[^@\\\\/]+/)){var 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s&&\":\"!==s.substr(-1)&&(s+=\":\"),this.slashes||(!s||slashedProtocol[s])&&!1!==r?(r=\"//\"+(r||\"\"),e&&\"/\"!==e.charAt(0)&&(e=\"/\"+e)):r||(r=\"\"),h&&\"#\"!==h.charAt(0)&&(h=\"#\"+h),o&&\"?\"!==o.charAt(0)&&(o=\"?\"+o),s+r+(e=e.replace(/[?#]/g,function(t){return encodeURIComponent(t)}))+(o=o.replace(\"#\",\"%23\"))+h},Url.prototype.resolve=function(t){return this.resolveObject(urlParse(t,!1,!0)).format()},Url.prototype.resolveObject=function(t){if(util.isString(t)){var s=new Url;s.parse(t,!1,!0),t=s}for(var e=new Url,h=Object.keys(this),r=0;r<h.length;r++){var a=h[r];e[a]=this[a]}if(e.hash=t.hash,\"\"===t.href)return e.href=e.format(),e;if(t.slashes&&!t.protocol){for(var o=Object.keys(t),n=0;n<o.length;n++){var i=o[n];\"protocol\"!==i&&(e[i]=t[i])}return slashedProtocol[e.protocol]&&e.hostname&&!e.pathname&&(e.path=e.pathname=\"/\"),e.href=e.format(),e}if(t.protocol&&t.protocol!==e.protocol){if(!slashedProtocol[t.protocol]){for(var l=Object.keys(t),u=0;u<l.length;u++){var p=l[u];e[p]=t[p]}return e.href=e.format(),e}if(e.protocol=t.protocol,t.host||hostlessProtocol[t.protocol])e.pathname=t.pathname;else{for(var c=(t.pathname||\"\").split(\"/\");c.length&&!(t.host=c.shift()););t.host||(t.host=\"\"),t.hostname||(t.hostname=\"\"),\"\"!==c[0]&&c.unshift(\"\"),c.length<2&&c.unshift(\"\"),e.pathname=c.join(\"/\")}if(e.search=t.search,e.query=t.query,e.host=t.host||\"\",e.auth=t.auth,e.hostname=t.hostname||t.host,e.port=t.port,e.pathname||e.search){var f=e.pathname||\"\",m=e.search||\"\";e.path=f+m}return e.slashes=e.slashes||t.slashes,e.href=e.format(),e}var v=e.pathname&&\"/\"===e.pathname.charAt(0),g=t.host||t.pathname&&\"/\"===t.pathname.charAt(0),y=g||v||e.host&&t.pathname,P=y,d=e.pathname&&e.pathname.split(\"/\")||[],b=(c=t.pathname&&t.pathname.split(\"/\")||[],e.protocol&&!slashedProtocol[e.protocol]);if(b&&(e.hostname=\"\",e.port=null,e.host&&(\"\"===d[0]?d[0]=e.host:d.unshift(e.host)),e.host=\"\",t.protocol&&(t.hostname=null,t.port=null,t.host&&(\"\"===c[0]?c[0]=t.host:c.unshift(t.host)),t.host=null),y=y&&(\"\"===c[0]||\"\"===d[0])),g)e.host=t.host||\"\"===t.host?t.host:e.host,e.hostname=t.hostname||\"\"===t.hostname?t.hostname:e.hostname,e.search=t.search,e.query=t.query,d=c;else if(c.length)d||(d=[]),d.pop(),d=d.concat(c),e.search=t.search,e.query=t.query;else if(!util.isNullOrUndefined(t.search)){if(b)e.hostname=e.host=d.shift(),(U=!!(e.host&&e.host.indexOf(\"@\")>0)&&e.host.split(\"@\"))&&(e.auth=U.shift(),e.host=e.hostname=U.shift());return e.search=t.search,e.query=t.query,util.isNull(e.pathname)&&util.isNull(e.search)||(e.path=(e.pathname?e.pathname:\"\")+(e.search?e.search:\"\")),e.href=e.format(),e}if(!d.length)return e.pathname=null,e.search?e.path=\"/\"+e.search:e.path=null,e.href=e.format(),e;for(var q=d.slice(-1)[0],O=(e.host||t.host||d.length>1)&&(\".\"===q||\"..\"===q)||\"\"===q,j=0,x=d.length;x>=0;x--)\".\"===(q=d[x])?d.splice(x,1):\"..\"===q?(d.splice(x,1),j++):j&&(d.splice(x,1),j--);if(!y&&!P)for(;j--;j)d.unshift(\"..\");!y||\"\"===d[0]||d[0]&&\"/\"===d[0].charAt(0)||d.unshift(\"\"),O&&\"/\"!==d.join(\"/\").substr(-1)&&d.push(\"\");var U,C=\"\"===d[0]||d[0]&&\"/\"===d[0].charAt(0);b&&(e.hostname=e.host=C?\"\":d.length?d.shift():\"\",(U=!!(e.host&&e.host.indexOf(\"@\")>0)&&e.host.split(\"@\"))&&(e.auth=U.shift(),e.host=e.hostname=U.shift()));return(y=y||e.host&&d.length)&&!C&&d.unshift(\"\"),d.length?e.pathname=d.join(\"/\"):(e.pathname=null,e.path=null),util.isNull(e.pathname)&&util.isNull(e.search)||(e.path=(e.pathname?e.pathname:\"\")+(e.search?e.search:\"\")),e.auth=t.auth||e.auth,e.slashes=e.slashes||t.slashes,e.href=e.format(),e},Url.prototype.parseHost=function(){var t=this.host,s=portPattern.exec(t);s&&(\":\"!==(s=s[0])&&(this.port=s.substr(1)),t=t.substr(0,t.length-s.length)),t&&(this.hostname=t)};\\n}, {\"2241\":2241,\"3235\":3235,\"3494\":3494}];\\nwindow.modules[\"1976\"] = [function(require,module,exports){(function (process,global){(function (){\\nvar formatRegExp=/%[sdj%]/g;exports.format=function(e){if(!isString(e)){for(var r=[],t=0;t<arguments.length;t++)r.push(inspect(arguments[t]));return r.join(\" \")}t=1;for(var n=arguments,i=n.length,o=String(e).replace(formatRegExp,function(e){if(\"%%\"===e)return\"%\";if(t>=i)return e;switch(e){case\"%s\":return String(n[t++]);case\"%d\":return Number(n[t++]);case\"%j\":try{return JSON.stringify(n[t++])}catch(e){return\"[Circular]\"}default:return e}}),s=n[t];t<i;s=n[++t])isNull(s)||!isObject(s)?o+=\" \"+s:o+=\" \"+inspect(s);return o},exports.deprecate=function(e,r){if(isUndefined(global.process))return function(){return exports.deprecate(e,r).apply(this,arguments)};if(!0===process.noDeprecation)return e;var t=!1;return function(){if(!t){if(process.throwDeprecation)throw new Error(r);process.traceDeprecation?console.trace(r):console.error(r),t=!0}return e.apply(this,arguments)}};var debugEnviron,debugs={};function inspect(e,r){var t={seen:[],stylize:stylizeNoColor};return arguments.length>=3&&(t.depth=arguments[2]),arguments.length>=4&&(t.colors=arguments[3]),isBoolean(r)?t.showHidden=r:r&&exports._extend(t,r),isUndefined(t.showHidden)&&(t.showHidden=!1),isUndefined(t.depth)&&(t.depth=2),isUndefined(t.colors)&&(t.colors=!1),isUndefined(t.customInspect)&&(t.customInspect=!0),t.colors&&(t.stylize=stylizeWithColor),formatValue(t,e,t.depth)}function stylizeWithColor(e,r){var t=inspect.styles[r];return t?\"\\x1b[\"+inspect.colors[t][0]+\"m\"+e+\"\\x1b[\"+inspect.colors[t][1]+\"m\":e}function stylizeNoColor(e,r){return e}function arrayToHash(e){var r={};return e.forEach(function(e,t){r[e]=!0}),r}function formatValue(e,r,t){if(e.customInspect&&r&&isFunction(r.inspect)&&r.inspect!==exports.inspect&&(!r.constructor||r.constructor.prototype!==r)){var n=r.inspect(t,e);return isString(n)||(n=formatValue(e,n,t)),n}var i=formatPrimitive(e,r);if(i)return i;var o=Object.keys(r),s=arrayToHash(o);if(e.showHidden&&(o=Object.getOwnPropertyNames(r)),isError(r)&&(o.indexOf(\"message\")>=0||o.indexOf(\"description\")>=0))return formatError(r);if(0===o.length){if(isFunction(r)){var u=r.name?\": \"+r.name:\"\";return e.stylize(\"[Function\"+u+\"]\",\"special\")}if(isRegExp(r))return e.stylize(RegExp.prototype.toString.call(r),\"regexp\");if(isDate(r))return e.stylize(Date.prototype.toString.call(r),\"date\");if(isError(r))return formatError(r)}var c,a=\"\",l=!1,p=[\"{\",\"}\"];(isArray(r)&&(l=!0,p=[\"[\",\"]\"]),isFunction(r))&&(a=\" [Function\"+(r.name?\": \"+r.name:\"\")+\"]\");return isRegExp(r)&&(a=\" \"+RegExp.prototype.toString.call(r)),isDate(r)&&(a=\" \"+Date.prototype.toUTCString.call(r)),isError(r)&&(a=\" \"+formatError(r)),0!==o.length||l&&0!=r.length?t<0?isRegExp(r)?e.stylize(RegExp.prototype.toString.call(r),\"regexp\"):e.stylize(\"[Object]\",\"special\"):(e.seen.push(r),c=l?formatArray(e,r,t,s,o):o.map(function(n){return formatProperty(e,r,t,s,n,l)}),e.seen.pop(),reduceToSingleString(c,a,p)):p[0]+a+p[1]}function formatPrimitive(e,r){if(isUndefined(r))return e.stylize(\"undefined\",\"undefined\");if(isString(r)){var t=\"\\'\"+JSON.stringify(r).replace(/^\"|\"$/g,\"\").replace(/\\'/g,\"\\\\\\\\\\'\").replace(/\\\\\\\\\"/g,\\'\"\\')+\"\\'\";return e.stylize(t,\"string\")}return isNumber(r)?e.stylize(\"\"+r,\"number\"):isBoolean(r)?e.stylize(\"\"+r,\"boolean\"):isNull(r)?e.stylize(\"null\",\"null\"):void 0}function formatError(e){return\"[\"+Error.prototype.toString.call(e)+\"]\"}function formatArray(e,r,t,n,i){for(var o=[],s=0,u=r.length;s<u;++s)hasOwnProperty(r,String(s))?o.push(formatProperty(e,r,t,n,String(s),!0)):o.push(\"\");return i.forEach(function(i){i.match(/^\\\\d+$/)||o.push(formatProperty(e,r,t,n,i,!0))}),o}function formatProperty(e,r,t,n,i,o){var s,u,c;if((c=Object.getOwnPropertyDescriptor(r,i)||{value:r[i]}).get?u=c.set?e.stylize(\"[Getter/Setter]\",\"special\"):e.stylize(\"[Getter]\",\"special\"):c.set&&(u=e.stylize(\"[Setter]\",\"special\")),hasOwnProperty(n,i)||(s=\"[\"+i+\"]\"),u||(e.seen.indexOf(c.value)<0?(u=isNull(t)?formatValue(e,c.value,null):formatValue(e,c.value,t-1)).indexOf(\"\\\\n\")>-1&&(u=o?u.split(\"\\\\n\").map(function(e){return\"  \"+e}).join(\"\\\\n\").substr(2):\"\\\\n\"+u.split(\"\\\\n\").map(function(e){return\"   \"+e}).join(\"\\\\n\")):u=e.stylize(\"[Circular]\",\"special\")),isUndefined(s)){if(o&&i.match(/^\\\\d+$/))return u;(s=JSON.stringify(\"\"+i)).match(/^\"([a-zA-Z_][a-zA-Z_0-9]*)\"$/)?(s=s.substr(1,s.length-2),s=e.stylize(s,\"name\")):(s=s.replace(/\\'/g,\"\\\\\\\\\\'\").replace(/\\\\\\\\\"/g,\\'\"\\').replace(/(^\"|\"$)/g,\"\\'\"),s=e.stylize(s,\"string\"))}return s+\": \"+u}function reduceToSingleString(e,r,t){return e.reduce(function(e,r){return 0,r.indexOf(\"\\\\n\")>=0&&0,e+r.replace(/\\\\u001b\\\\[\\\\d\\\\d?m/g,\"\").length+1},0)>60?t[0]+(\"\"===r?\"\":r+\"\\\\n \")+\" \"+e.join(\",\\\\n  \")+\" \"+t[1]:t[0]+r+\" \"+e.join(\", \")+\" \"+t[1]}function isArray(e){return Array.isArray(e)}function isBoolean(e){return\"boolean\"==typeof e}function isNull(e){return null===e}function isNullOrUndefined(e){return null==e}function isNumber(e){return\"number\"==typeof e}function isString(e){return\"string\"==typeof e}function isSymbol(e){return\"symbol\"==typeof e}function isUndefined(e){return void 0===e}function isRegExp(e){return isObject(e)&&\"[object RegExp]\"===objectToString(e)}function isObject(e){return\"object\"==typeof e&&null!==e}function isDate(e){return isObject(e)&&\"[object Date]\"===objectToString(e)}function isError(e){return isObject(e)&&(\"[object Error]\"===objectToString(e)||e instanceof Error)}function isFunction(e){return\"function\"==typeof e}function isPrimitive(e){return null===e||\"boolean\"==typeof e||\"number\"==typeof e||\"string\"==typeof e||\"symbol\"==typeof e||void 0===e}function objectToString(e){return Object.prototype.toString.call(e)}function pad(e){return e<10?\"0\"+e.toString(10):e.toString(10)}exports.debuglog=function(e){if(isUndefined(debugEnviron)&&(debugEnviron=window.process.env.NODE_DEBUG||\"\"),e=e.toUpperCase(),!debugs[e])if(new RegExp(\"\\\\\\\\b\"+e+\"\\\\\\\\b\",\"i\").test(debugEnviron)){var r=process.pid;debugs[e]=function(){var t=exports.format.apply(exports,arguments);console.error(\"%s %d: %s\",e,r,t)}}else debugs[e]=function(){};return debugs[e]},exports.inspect=inspect,inspect.colors={bold:[1,22],italic:[3,23],underline:[4,24],inverse:[7,27],white:[37,39],grey:[90,39],black:[30,39],blue:[34,39],cyan:[36,39],green:[32,39],magenta:[35,39],red:[31,39],yellow:[33,39]},inspect.styles={special:\"cyan\",number:\"yellow\",boolean:\"yellow\",undefined:\"grey\",null:\"bold\",string:\"green\",date:\"magenta\",regexp:\"red\"},exports.isArray=isArray,exports.isBoolean=isBoolean,exports.isNull=isNull,exports.isNullOrUndefined=isNullOrUndefined,exports.isNumber=isNumber,exports.isString=isString,exports.isSymbol=isSymbol,exports.isUndefined=isUndefined,exports.isRegExp=isRegExp,exports.isObject=isObject,exports.isDate=isDate,exports.isError=isError,exports.isFunction=isFunction,exports.isPrimitive=isPrimitive,exports.isBuffer=require(3496);var months=[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"];function timestamp(){var e=new Date,r=[pad(e.getHours()),pad(e.getMinutes()),pad(e.getSeconds())].join(\":\");return[e.getDate(),months[e.getMonth()],r].join(\" \")}function hasOwnProperty(e,r){return Object.prototype.hasOwnProperty.call(e,r)}exports.log=function(){console.log(\"%s - %s\",timestamp(),exports.format.apply(exports,arguments))},exports.inherits=require(3495),exports._extend=function(e,r){if(!r||!isObject(r))return e;for(var t=Object.keys(r),n=t.length;n--;)e[t[n]]=r[t[n]];return e};\\n\\n}).call(this)}).call(this,require(221),typeof global !== \"undefined\" ? global : typeof self !== \"undefined\" ? self : typeof window !== \"undefined\" ? window : {})}, {\"221\":221,\"3495\":3495,\"3496\":3496}];\\nwindow.modules[\"1983\"] = [function(require,module,exports){(function (global){(function (){\\n\"use strict\";var objectAssign=require(3288);function compare(t,e){if(t===e)return 0;for(var r=t.length,i=e.length,n=0,a=Math.min(r,i);n<a;++n)if(t[n]!==e[n]){r=t[n],i=e[n];break}return r<i?-1:i<r?1:0}function 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LegendItem({props:{labelColor:_lib_browser_common_constants_raceRatingsConfigs.COLORS_CONFIG[e[10]].ratingColor,labelText:_lib_browser_common_constants_raceRatingsConfigs.TAGS_CONFIG[e[10]]}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:_vendor_browser_svelte_internal_index.noop,i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_each_block(e){var n,r;return n=new LegendItem({props:{labelColor:_lib_browser_common_constants_raceRatingsConfigs.COLORS_CONFIG[e[10]].ratingColor,labelText:_lib_browser_common_constants_raceRatingsConfigs.TAGS_CONFIG[e[10]]}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:_vendor_browser_svelte_internal_index.noop,i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_fragment(e){var n,r,t=null!==e[0]&&create_if_block(e);return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){t&&t.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),r=!0},p:function(e,r){var _=_slicedToArray(r,1)[0];null!==e[0]?t?(t.p(e,_),1&_&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function instance(e,n,r){var t=n.results,_=void 0===t?null:t,o=n.raceType,i=void 0===o?null:o,a=n.thresholdLabel,s=void 0===a?\"\":a,l=n.captionSelector,c=void 0===l?\"meta.rating\":l,d=n.textBoxResults,v=n.textDesktop,u=n.fontSize,b=_lib_browser_common_constants_raceRatingsConfigs.CAPTION_COLLECTIONS[i];return e.$$set=function(e){\"results\"in e&&r(0,_=e.results),\"raceType\"in e&&r(1,i=e.raceType),\"thresholdLabel\"in e&&r(2,s=e.thresholdLabel),\"captionSelector\"in e&&r(3,c=e.captionSelector),\"textBoxResults\"in e&&r(4,d=e.textBoxResults),\"textDesktop\"in e&&r(5,v=e.textDesktop),\"fontSize\"in e&&r(6,u=e.fontSize)},[_,i,s,c,d,v,u,b,[\"tiltRep\",\"leanRep\",\"likelyRep\",\"solidRep\"],[\"tiltDem\",\"leanDem\",\"likelyDem\",\"solidDem\"]]}var RaceRatingsCompositeDesktop=function(e){_inherits(r,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper(r);function r(e){var t;return _classCallCheck(this,r),t=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(t),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{results:0,raceType:1,thresholdLabel:2,captionSelector:3,textBoxResults:4,textDesktop:5,fontSize:6},add_css),t}return r}();exports.RaceRatingsCompositeDesktop=RaceRatingsCompositeDesktop;\\n}, {\"548\":548,\"612\":612,\"648\":648,\"2257\":2257,\"2279\":2279,\"2287\":2287,\"2292\":2292}];\\nwindow.modules[\"2279\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),_lib_browser_common_helpers_cssvars=require(612),raceRatingTag_lib_browser=require(2280),_vendor_browser_lodash_find=require(697),RATING_TAG_REGEX=/(::Rating-.*?::)/g,RATING_NAME_REGEX=/::Rating-(.*?)::/,splitTextToArray=function(e){return\"string\"==typeof e?e.split(RATING_TAG_REGEX):[]},matchComponent=function(e){var n;return null===(n=RATING_NAME_REGEX.exec(e))||void 0===n?void 0:n[1]};function _arrayLikeToArray(e,n){(null==n||n>e.length)&&(n=e.length);for(var r=0,t=new Array(n);r<n;r++)t[r]=e[r];return t}function _arrayWithHoles(e){if(Array.isArray(e))return e}function _assertThisInitialized(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck(e,n){if(!(e instanceof n))throw new TypeError(\"Cannot call a class as a function\")}function _getPrototypeOf(e){return(_getPrototypeOf=Object.setPrototypeOf?Object.getPrototypeOf:function(e){return e.__proto__||Object.getPrototypeOf(e)})(e)}function _inherits(e,n){if(\"function\"!=typeof n&&null!==n)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(n&&n.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),n&&_setPrototypeOf(e,n)}function _iterableToArrayLimit(e,n){var r=null==e?null:\"undefined\"!=typeof Symbol&&e[Symbol.iterator]||e[\"@@iterator\"];if(null!=r){var 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r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray(e,n):void 0}}function _isNativeReflectConstruct(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],function(){})),!0}catch(e){return!1}}function _createSuper(e){var n=_isNativeReflectConstruct();return function(){var r,t=_getPrototypeOf(e);if(n){var _=_getPrototypeOf(this).constructor;r=Reflect.construct(t,arguments,_)}else r=t.apply(this,arguments);return _possibleConstructorReturn(this,r)}}function add_css(e){_vendor_browser_svelte_internal_index.append_styles(e,\"cnn-pcl-pdy2u9\",\".race-ratings-text-box-2jaN6W.cnn-pcl-pdy2u9{padding:5px 0;border-top:1px solid black}.race-ratings-text-box__text-jbLUCx.cnn-pcl-pdy2u9{font-size:var(--fontSize);font-family:cnn_sans_display, helveticaneue, Helvetica, Arial, Utkal, sans-serif;font-weight:400}.race-ratings-text-box__text-jbLUCx.cnn-pcl-pdy2u9 strong{font-family:cnn_sans_display, helveticaneue, Helvetica, Arial, Utkal, sans-serif;font-weight:700}@media screen and (min-width: 481px){.race-ratings-text-box-2jaN6W.cnn-pcl-pdy2u9{border:1px solid #000000;padding:5px 20px;margin:0 0 34px}}\")}function get_each_context(e,n,r){var t=e.slice();return t[5]=n[r],t}function create_if_block(e){var n,r,t,_,o=e[2].length&&create_if_block_1(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),r=_vendor_browser_svelte_internal_index.element(\"p\"),o&&o.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{\"data-testid\":!0,class:!0});var t=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(t,\"P\",{class:!0,style:!0});var _=_vendor_browser_svelte_internal_index.children(r);o&&o.l(_),_.forEach(_vendor_browser_svelte_internal_index.detach),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(r,\"class\",\"race-ratings-text-box__text-jbLUCx cnn-pcl-pdy2u9\"),_vendor_browser_svelte_internal_index.attr(r,\"style\",t=_lib_browser_common_helpers_cssvars.cssvars({fontSize:e[1]})),_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"race-ratings-text-box\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"race-ratings-text-box-2jaN6W 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create_if_block_2(e){var n,r,t,_,o=function(e){for(var n={},r=0;r<i.length;r+=1)n=_vendor_browser_svelte_internal_index.assign(n,i[r]);return{props:n}},i=[e[3](e[5])],s=raceRatingTag_lib_browser.RaceRatingTag;return s&&(r=new s(o())),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),r&&_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),t=_vendor_browser_svelte_internal_index.space()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{});var _=_vendor_browser_svelte_internal_index.children(n);r&&_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,_),t=_vendor_browser_svelte_internal_index.claim_space(_),_.forEach(_vendor_browser_svelte_internal_index.detach)},m:function(e,o){_vendor_browser_svelte_internal_index.insert_hydration(e,n,o),r&&_vendor_browser_svelte_internal_index.mount_component(r,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,t),_=!0},p:function(e,_){var 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o=r;(r=i(e,n))===o?a[r].p(e,n):(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(a[o],1,1,function(){a[o]=null}),_vendor_browser_svelte_internal_index.check_outros(),(t=a[r])?t.p(e,n):(t=a[r]=s[r](e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(_.parentNode,_))},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(t),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),o=!1},d:function(e){a[r].d(e),e&&_vendor_browser_svelte_internal_index.detach(_)}}}function create_fragment(e){var n,r,t=Array.isArray(e[0])&&e[0].length>0,_=t&&create_if_block(e);return{c:function(){_&&_.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){_&&_.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,t){_&&_.m(e,t),_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),r=!0},p:function(e,r){var o=_slicedToArray(r,1)[0];1&o&&(t=Array.isArray(e[0])&&e[0].length>0),t?_?(_.p(e,o),1&o&&_vendor_browser_svelte_internal_index.transition_in(_,1)):((_=create_if_block(e)).c(),_vendor_browser_svelte_internal_index.transition_in(_,1),_.m(n.parentNode,n)):_&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(_,1,1,function(){_=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(_),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(_),r=!1},d:function(e){_&&_.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function instance(e,n,r){var t,_=n.results,o=n.text,i=n.fontSize;return e.$$set=function(e){\"results\"in e&&r(0,_=e.results),\"text\"in e&&r(4,o=e.text),\"fontSize\"in e&&r(1,i=e.fontSize)},e.$$.update=function(){16&e.$$.dirty&&r(2,t=splitTextToArray(o))},[_,i,t,function(e){var n=matchComponent(e),r=_vendor_browser_lodash_find.find_1(_,function(e){return e.name===n});return r&&(r.label=1==r.numOfRatings?\"Seat\":\"Seats\"),r},o]}var RaceRatingsTextBox=function(e){_inherits(r,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper(r);function r(e){var t;return _classCallCheck(this,r),t=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(t),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{results:0,text:4,fontSize:1},add_css),t}return r}(),RaceRatingsTextBox$1=RaceRatingsTextBox;exports.RaceRatingsTextBox=RaceRatingsTextBox$1;\\n}, {\"548\":548,\"612\":612,\"697\":697,\"2280\":2280}];\\nwindow.modules[\"2280\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),_lib_browser_common_helpers_cssvars=require(612);function _arrayLikeToArray(e,r){(null==r||r>e.length)&&(r=e.length);for(var t=0,n=new Array(r);t<r;t++)n[t]=e[t];return 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create_fragment$3(e){for(var n,t,r=e[0],o=[],i=0;i<r.length;i+=1)o[i]=create_each_block(get_each_context(e,r,i));var _=function(e){return _vendor_browser_svelte_internal_index.transition_out(o[e],1,1,function(){o[e]=null})};return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\");for(var e=0;e<o.length;e+=1)o[e].c();this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});for(var t=_vendor_browser_svelte_internal_index.children(n),r=0;r<o.length;r+=1)o[r].l(t);t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"collection-wrappper-2ovk0G cnn-pcl-1pd61zu\")},m:function(e,r){_vendor_browser_svelte_internal_index.insert_hydration(e,n,r);for(var i=0;i<o.length;i+=1)o[i].m(n,null);t=!0},p:function(e,t){var i=_slicedToArray$3(t,1)[0];if(7&i){var l;for(r=e[0],l=0;l<r.length;l+=1){var 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0,editorialContent:null,winner:null,isKeyRace:!1,showUpdatedTimestamp:sdk_transformers_utils_checkAtLeastOneRaceForVotes.checkAtLeastOneRaceForVotes(e),lastUpdatedTimestamp:sdk_transformers_utils_getMostRecentVoteTimestamp.getMostRecentVoteTimestamp(e)?_lib_browser_common_helpers_timezone.format(sdk_transformers_utils_getMostRecentVoteTimestamp.getMostRecentVoteTimestamp(e)):null,isSwitch:!1,keyRaceFlagText:\"\",droppedOutFlagText:\"\",isBallotMeasure:!1,ahead:null,showAheadCount:!1,status:\"none\",jurisdictionCode:null,isCountyRace:!1,electoralVotes:null}}exports.makeSpecialResultForArrayOfRacesInResultsSuite=makeSpecialResultForArrayOfRacesInResultsSuite;\\n}, {\"708\":708,\"2275\":2275,\"2285\":2285}];\\nwindow.modules[\"2290\"] = [function(require,module,exports){\"use strict\";var 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create_if_block_3$3(e){var n,r;return n=new _lib_browser_common_components_circularSummary_CircularSummary_svelte.CircularSummary({props:{primaryText:e[1],secondaryText:e[4]}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};2&r&&(t.primaryText=e[1]),16&r&&(t.secondaryText=e[4]),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_if_block_2$3(e){var n,r;return n=new _lib_browser_common_components_circularSummary_CircularSummary_svelte.CircularSummary({props:{primaryText:e[2],secondaryText:\"Electoral 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_=_slicedToArray$2(r,1)[0];e[1]||e[2]?t?(t.p(e,_),6&_&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block$4(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function instance$4(e,n,r){var t=n.variations,_=void 0===t?[]:t,o=n.totalDelegatesAtStake,i=n.electoralVoteCount,l=n.electoralVotesCandidates,s=n.formattedDelegateType;return e.$$set=function(e){\"variations\"in e&&r(0,_=e.variations),\"totalDelegatesAtStake\"in e&&r(1,o=e.totalDelegatesAtStake),\"electoralVoteCount\"in 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create_if_block_5$2(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[13],from:e[3],$$slots:{default:[create_default_slot_3$2]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8&r&&(t.from=e[3]),2097153&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_3$2(e){var 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_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[16],from:e[3],$$slots:{default:[create_default_slot_11]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8&r[0]&&(t.from=e[3]),8&r[1]&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_11(e){for(var n,r,t,_=[_lib_browser_common_constants_resultModuleIconProps.resultModuleIconProps.table],o={},i=0;i<_.length;i+=1)o=_vendor_browser_svelte_internal_index.assign(o,_[i]);return r=new icons_lib_browser.RunoffArrowIcon({props:o}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{\"data-testid\":!0,class:!0});var t=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,t),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"runoff\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"candidate-icon-indicator-bHSeQg cnn-pcl-1me6450\")},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.mount_component(r,n,null),t=!0},p:function(e,n){var t=0&n?_vendor_browser_svelte_internal_index.get_spread_update(_,[_vendor_browser_svelte_internal_index.get_spread_object(_lib_browser_common_constants_resultModuleIconProps.resultModuleIconProps.table)]):{};r.$set(t)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(r.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r.$$.fragment,e),t=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(r)}}}function create_if_block_8(e){var n,r,t=e[30]+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),r=_vendor_browser_svelte_internal_index.text(t),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{class:!0,\"data-testid\":!0});var _=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,t),_.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"name\"),_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"candidate-name\")},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),_vendor_browser_svelte_internal_index.append_hydration(n,r)},p:function(e,n){64&n[0]&&t!==(t=e[30]+\"\")&&_vendor_browser_svelte_internal_index.set_data(r,t)},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_if_block_6$1(e){var n,r,t,_,o=function(e,n){return e[28].incumbent?0:1},i=[create_if_block_7,create_else_block],l=[];return r=o(e),t=l[r]=i[r](e),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),t.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{class:!0,\"data-testid\":!0});var r=_vendor_browser_svelte_internal_index.children(n);t.l(r),r.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"party-label-239xt1 cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"party-label\")},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),l[r].m(n,null),_=!0},p:function(e,_){var s=r;(r=o(e))===s?l[r].p(e,_):(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(l[s],1,1,function(){l[s]=null}),_vendor_browser_svelte_internal_index.check_outros(),(t=l[r])?t.p(e,_):(t=l[r]=i[r](e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n,null))},i:function(e){_||(_vendor_browser_svelte_internal_index.transition_in(t),_=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),_=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),l[r].d()}}}function create_else_block(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[14],from:e[3],$$slots:{default:[create_default_slot_10]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8&r[0]&&(t.from=e[3]),64&r[0]|8&r[1]&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_if_block_7(e){var n,r,t,_,o;return r=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[14],from:e[3],$$slots:{default:[create_default_slot_9]},$$scope:{ctx:e}}}),_=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[15],from:e[3],$$slots:{default:[create_default_slot_8]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),t=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{\"data-testid\":!0});var o=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,o),t=_vendor_browser_svelte_internal_index.claim_space(o),_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,o),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"incumbent\")},m:function(e,i){_vendor_browser_svelte_internal_index.insert_hydration(e,n,i),_vendor_browser_svelte_internal_index.mount_component(r,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,t),_vendor_browser_svelte_internal_index.mount_component(_,n,null),o=!0},p:function(e,n){var t={};8&n[0]&&(t.from=e[3]),64&n[0]|8&n[1]&&(t.$$scope={dirty:n,ctx:e}),r.$set(t);var o={};8&n[0]&&(o.from=e[3]),8&n[1]&&(o.$$scope={dirty:n,ctx:e}),_.$set(o)},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(r.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),o=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(r),_vendor_browser_svelte_internal_index.destroy_component(_)}}}function create_default_slot_10(e){var n,r,t=e[28].partyName+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),r=_vendor_browser_svelte_internal_index.text(t)},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{});var _=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,t),_.forEach(_vendor_browser_svelte_internal_index.detach)},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),_vendor_browser_svelte_internal_index.append_hydration(n,r)},p:function(e,n){64&n[0]&&t!==(t=e[28].partyName+\"\")&&_vendor_browser_svelte_internal_index.set_data(r,t)},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_default_slot_9(e){var n,r,t=e[28].partyName+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.text(t),r=_vendor_browser_svelte_internal_index.text(\",\")},l:function(e){n=_vendor_browser_svelte_internal_index.claim_text(e,t),r=_vendor_browser_svelte_internal_index.claim_text(e,\",\")},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),_vendor_browser_svelte_internal_index.insert_hydration(e,r,t)},p:function(e,r){64&r[0]&&t!==(t=e[28].partyName+\"\")&&_vendor_browser_svelte_internal_index.set_data(n,t)},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),e&&_vendor_browser_svelte_internal_index.detach(r)}}}function create_default_slot_8(e){var n;return{c:function(){n=_vendor_browser_svelte_internal_index.text(\"Incumbent\")},l:function(e){n=_vendor_browser_svelte_internal_index.claim_text(e,\"Incumbent\")},m:function(e,r){_vendor_browser_svelte_internal_index.insert_hydration(e,n,r)},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_if_block_5$1(e){var n,r,t;return r=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[21],from:e[3],$$slots:{default:[create_default_slot_7]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{class:!0});var t=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,t),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"dropped-out-_Z9Pxg cnn-pcl-1me6450\")},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.mount_component(r,n,null),t=!0},p:function(e,n){var t={};8&n[0]&&(t.from=e[3]),2&n[0]|8&n[1]&&(t.$$scope={dirty:n,ctx:e}),r.$set(t)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(r.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r.$$.fragment,e),t=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(r)}}}function create_default_slot_7(e){var n,r,t=e[1].droppedOutFlagText+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),r=_vendor_browser_svelte_internal_index.text(t),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{class:!0});var _=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,t),_.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"dropped-out-indicator-1IATQM cnn-pcl-1me6450\")},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),_vendor_browser_svelte_internal_index.append_hydration(n,r)},p:function(e,n){2&n[0]&&t!==(t=e[1].droppedOutFlagText+\"\")&&_vendor_browser_svelte_internal_index.set_data(r,t)},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_default_slot_6(e){var n,r,t,_,o,i,l,s=!e[5]&&create_if_block_9(e),a=e[30]&&create_if_block_8(e),d=e[28].partyName&&create_if_block_6$1(e),c=e[31]&&create_if_block_5$1(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"td\"),r=_vendor_browser_svelte_internal_index.element(\"span\"),t=_vendor_browser_svelte_internal_index.element(\"span\"),s&&s.c(),_=_vendor_browser_svelte_internal_index.space(),a&&a.c(),o=_vendor_browser_svelte_internal_index.space(),d&&d.c(),i=_vendor_browser_svelte_internal_index.space(),c&&c.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TD\",{class:!0});var l=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(l,\"SPAN\",{class:!0});var v=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_element(v,\"SPAN\",{class:!0});var u=_vendor_browser_svelte_internal_index.children(t);s&&s.l(u),u.forEach(_vendor_browser_svelte_internal_index.detach),_=_vendor_browser_svelte_internal_index.claim_space(v),a&&a.l(v),v.forEach(_vendor_browser_svelte_internal_index.detach),o=_vendor_browser_svelte_internal_index.claim_space(l),d&&d.l(l),i=_vendor_browser_svelte_internal_index.claim_space(l),c&&c.l(l),l.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"race-indicator-zone-BCF66v cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-candidate-name-2EqdE6 cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},m:function(e,v){_vendor_browser_svelte_internal_index.insert_hydration(e,n,v),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(r,t),s&&s.m(t,null),_vendor_browser_svelte_internal_index.append_hydration(r,_),a&&a.m(r,null),_vendor_browser_svelte_internal_index.append_hydration(n,o),d&&d.m(n,null),_vendor_browser_svelte_internal_index.append_hydration(n,i),c&&c.m(n,null),l=!0},p:function(e,_){e[5]?s&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(s,1,1,function(){s=null}),_vendor_browser_svelte_internal_index.check_outros()):s?(s.p(e,_),32&_[0]&&_vendor_browser_svelte_internal_index.transition_in(s,1)):((s=create_if_block_9(e)).c(),_vendor_browser_svelte_internal_index.transition_in(s,1),s.m(t,null)),e[30]?a?a.p(e,_):((a=create_if_block_8(e)).c(),a.m(r,null)):a&&(a.d(1),a=null),e[28].partyName?d?(d.p(e,_),64&_[0]&&_vendor_browser_svelte_internal_index.transition_in(d,1)):((d=create_if_block_6$1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(d,1),d.m(n,i)):d&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(d,1,1,function(){d=null}),_vendor_browser_svelte_internal_index.check_outros()),e[31]?c?(c.p(e,_),80&_[0]&&_vendor_browser_svelte_internal_index.transition_in(c,1)):((c=create_if_block_5$1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(c,1),c.m(n,null)):c&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(c,1,1,function(){c=null}),_vendor_browser_svelte_internal_index.check_outros()),32&_[0]&&_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},i:function(e){l||(_vendor_browser_svelte_internal_index.transition_in(s),_vendor_browser_svelte_internal_index.transition_in(d),_vendor_browser_svelte_internal_index.transition_in(c),l=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(s),_vendor_browser_svelte_internal_index.transition_out(d),_vendor_browser_svelte_internal_index.transition_out(c),l=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),s&&s.d(),a&&a.d(),d&&d.d(),c&&c.d()}}}function create_if_block_4$1(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[19],from:e[3],$$slots:{default:[create_default_slot_5$1]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8&r[0]&&(t.from=e[3]),96&r[0]|8&r[1]&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_5$1(e){var n,r,t,_=e[28].votePercentStr+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"td\"),r=_vendor_browser_svelte_internal_index.text(_),t=_vendor_browser_svelte_internal_index.text(\"%\"),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TD\",{class:!0,\"data-testid\":!0});var o=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(o,_),t=_vendor_browser_svelte_internal_index.claim_text(o,\"%\"),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-vote-percent-1JXrHP cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"votepercent\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(n,t)},p:function(e,t){64&t[0]&&_!==(_=e[28].votePercentStr+\"\")&&_vendor_browser_svelte_internal_index.set_data(r,_),32&t[0]&&_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_if_block_2$1(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[18],from:e[3],$$slots:{default:[create_default_slot_3$1]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8&r[0]&&(t.from=e[3]),106&r[0]|8&r[1]&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_if_block_3$1(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[12],from:e[3],$$slots:{default:[create_default_slot_4$1]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8&r[0]&&(t.from=e[3]),2&r[0]|8&r[1]&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_4$1(e){var n,r,t=\"\".concat(e[1].ahead.toLocaleString(\"en-US\"),\" 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create_default_slot_3$1(e){var n,r,t,_,o,i,l=e[28].voteStr+\"\",s=e[1].showAheadCount&&create_if_block_3$1(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"td\"),r=_vendor_browser_svelte_internal_index.element(\"div\"),t=_vendor_browser_svelte_internal_index.element(\"span\"),_=_vendor_browser_svelte_internal_index.text(l),o=_vendor_browser_svelte_internal_index.space(),s&&s.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TD\",{class:!0});var i=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(i,\"DIV\",{class:!0});var a=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_element(a,\"SPAN\",{\"data-testid\":!0});var d=_vendor_browser_svelte_internal_index.children(t);_=_vendor_browser_svelte_internal_index.claim_text(d,l),d.forEach(_vendor_browser_svelte_internal_index.detach),o=_vendor_browser_svelte_internal_index.claim_space(a),s&&s.l(a),a.forEach(_vendor_browser_svelte_internal_index.detach),i.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"data-testid\",\"votes\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"vote-count-1Z7s9a cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-votes-3Y8smS cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},m:function(e,l){_vendor_browser_svelte_internal_index.insert_hydration(e,n,l),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(r,t),_vendor_browser_svelte_internal_index.append_hydration(t,_),_vendor_browser_svelte_internal_index.append_hydration(r,o),s&&s.m(r,null),i=!0},p:function(e,t){(!i||64&t[0])&&l!==(l=e[28].voteStr+\"\")&&_vendor_browser_svelte_internal_index.set_data(_,l),e[1].showAheadCount?s?(s.p(e,t),2&t[0]&&_vendor_browser_svelte_internal_index.transition_in(s,1)):((s=create_if_block_3$1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(s,1),s.m(r,null)):s&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(s,1,1,function(){s=null}),_vendor_browser_svelte_internal_index.check_outros()),32&t[0]&&_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},i:function(e){i||(_vendor_browser_svelte_internal_index.transition_in(s),i=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(s),i=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),s&&s.d()}}}function create_if_block_1$2(e){var n,r,t=formatString(e[28].regularDelegates)+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"td\"),r=_vendor_browser_svelte_internal_index.text(t),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TD\",{class:!0,\"data-testid\":!0});var _=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,t),_.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-delegates-2rW54a cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"delegates\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),_vendor_browser_svelte_internal_index.append_hydration(n,r)},p:function(e,_){64&_[0]&&t!==(t=formatString(e[28].regularDelegates)+\"\")&&_vendor_browser_svelte_internal_index.set_data(r,t),32&_[0]&&_vendor_browser_svelte_internal_index.toggle_class(n,\"beforeMode-G8cTcd\",e[5])},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_default_slot_2$2(e){var n,r=e[8]&&create_if_block_1$2(e);return{c:function(){r&&r.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){r&&r.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,t){r&&r.m(e,t),_vendor_browser_svelte_internal_index.insert_hydration(e,n,t)},p:function(e,t){e[8]?r?r.p(e,t):((r=create_if_block_1$2(e)).c(),r.m(n.parentNode,n)):r&&(r.d(1),r=null)},d:function(e){r&&r.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_each_block$1(e){var n,r,t,_,o,i,l,s,a;r=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[13],from:e[3],denySuppression:!0,$$slots:{default:[create_default_slot_6]},$$scope:{ctx:e}}});var d=!e[5]&&create_if_block_4$1(e),c=!e[5]&&create_if_block_2$1(e);return i=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[20],from:e[3],$$slots:{default:[create_default_slot_2$2]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"tr\"),_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),t=_vendor_browser_svelte_internal_index.space(),d&&d.c(),_=_vendor_browser_svelte_internal_index.space(),c&&c.c(),o=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(i.$$.fragment),l=_vendor_browser_svelte_internal_index.space(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TR\",{style:!0,class:!0});var s=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,s),t=_vendor_browser_svelte_internal_index.claim_space(s),d&&d.l(s),_=_vendor_browser_svelte_internal_index.claim_space(s),c&&c.l(s),o=_vendor_browser_svelte_internal_index.claim_space(s),_vendor_browser_svelte_internal_index.claim_component(i.$$.fragment,s),l=_vendor_browser_svelte_internal_index.claim_space(s),s.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"style\",s=_lib_browser_common_helpers_cssvars.cssvars({candidateColor:e[31]?e[2].auxiliaryColors.delegateDroppedOut:_lib_sdk_browser__externalConfig_configInterpreters_getColor_ts.getColor(e[28],e[2]),delegateDroppedOut:e[2].auxiliaryColors.delegateDroppedOut,background:_lib_browser_common_helpers_getWinnerTreatmentOpacity.getWinnerTreatmentOpacity(e[29],e[28],e[2])})),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"cnn-pcl-1me6450\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"isWinner-3g_AYM\",e[29])},m:function(e,s){_vendor_browser_svelte_internal_index.insert_hydration(e,n,s),_vendor_browser_svelte_internal_index.mount_component(r,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,t),d&&d.m(n,null),_vendor_browser_svelte_internal_index.append_hydration(n,_),c&&c.m(n,null),_vendor_browser_svelte_internal_index.append_hydration(n,o),_vendor_browser_svelte_internal_index.mount_component(i,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,l),a=!0},p:function(e,t){var l={};8&t[0]&&(l.from=e[3]),122&t[0]|8&t[1]&&(l.$$scope={dirty:t,ctx:e}),r.$set(l),e[5]?d&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(d,1,1,function(){d=null}),_vendor_browser_svelte_internal_index.check_outros()):d?(d.p(e,t),32&t[0]&&_vendor_browser_svelte_internal_index.transition_in(d,1)):((d=create_if_block_4$1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(d,1),d.m(n,_)),e[5]?c&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(c,1,1,function(){c=null}),_vendor_browser_svelte_internal_index.check_outros()):c?(c.p(e,t),32&t[0]&&_vendor_browser_svelte_internal_index.transition_in(c,1)):((c=create_if_block_2$1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(c,1),c.m(n,o));var v={};8&t[0]&&(v.from=e[3]),352&t[0]|8&t[1]&&(v.$$scope={dirty:t,ctx:e}),i.$set(v),(!a||84&t[0]&&s!==(s=_lib_browser_common_helpers_cssvars.cssvars({candidateColor:e[31]?e[2].auxiliaryColors.delegateDroppedOut:_lib_sdk_browser__externalConfig_configInterpreters_getColor_ts.getColor(e[28],e[2]),delegateDroppedOut:e[2].auxiliaryColors.delegateDroppedOut,background:_lib_browser_common_helpers_getWinnerTreatmentOpacity.getWinnerTreatmentOpacity(e[29],e[28],e[2])})))&&_vendor_browser_svelte_internal_index.attr(n,\"style\",s),64&t[0]&&_vendor_browser_svelte_internal_index.toggle_class(n,\"isWinner-3g_AYM\",e[29])},i:function(e){a||(_vendor_browser_svelte_internal_index.transition_in(r.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(d),_vendor_browser_svelte_internal_index.transition_in(c),_vendor_browser_svelte_internal_index.transition_in(i.$$.fragment,e),a=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(d),_vendor_browser_svelte_internal_index.transition_out(c),_vendor_browser_svelte_internal_index.transition_out(i.$$.fragment,e),a=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(r),d&&d.d(),c&&c.d(),_vendor_browser_svelte_internal_index.destroy_component(i)}}}function create_if_block$2(e){for(var n,r,t,_,o,i,l,s,a=[_lib_browser_common_constants_resultModuleIconProps.resultModuleIconProps.tableFoot],d={},c=0;c<a.length;c+=1)d=_vendor_browser_svelte_internal_index.assign(d,a[c]);return o=new e[9]({props:d}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"tfoot\"),r=_vendor_browser_svelte_internal_index.element(\"tr\"),t=_vendor_browser_svelte_internal_index.element(\"td\"),_=_vendor_browser_svelte_internal_index.element(\"span\"),_vendor_browser_svelte_internal_index.create_component(o.$$.fragment),i=_vendor_browser_svelte_internal_index.space(),l=_vendor_browser_svelte_internal_index.text(e[11]),this.h()},l:function(s){n=_vendor_browser_svelte_internal_index.claim_element(s,\"TFOOT\",{class:!0});var a=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(a,\"TR\",{class:!0});var d=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_element(d,\"TD\",{colspan:!0,class:!0});var c=_vendor_browser_svelte_internal_index.children(t);_=_vendor_browser_svelte_internal_index.claim_element(c,\"SPAN\",{\"data-testid\":!0});var v=_vendor_browser_svelte_internal_index.children(_);_vendor_browser_svelte_internal_index.claim_component(o.$$.fragment,v),v.forEach(_vendor_browser_svelte_internal_index.detach),i=_vendor_browser_svelte_internal_index.claim_space(c),l=_vendor_browser_svelte_internal_index.claim_text(c,e[11]),c.forEach(_vendor_browser_svelte_internal_index.detach),d.forEach(_vendor_browser_svelte_internal_index.detach),a.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(_,\"data-testid\",\"iconinformational\"),_vendor_browser_svelte_internal_index.attr(t,\"colspan\",\"3\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"icon-informational-3hdsk9 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r=0&n?_vendor_browser_svelte_internal_index.get_spread_update(a,[_vendor_browser_svelte_internal_index.get_spread_object(_lib_browser_common_constants_resultModuleIconProps.resultModuleIconProps.tableFoot)]):{};o.$set(r),(!s||2048&n[0])&&_vendor_browser_svelte_internal_index.set_data(l,e[11])},i:function(e){s||(_vendor_browser_svelte_internal_index.transition_in(o.$$.fragment,e),s=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(o.$$.fragment,e),s=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(o)}}}function create_default_slot_1$2(e){var n,r,t=e[10]&&create_if_block$2(e);return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){t&&t.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),r=!0},p:function(e,r){e[10]?t?(t.p(e,r),1024&r[0]&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block$2(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_default_slot$2(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[16],from:e[3],$$slots:{default:[create_default_slot_1$2]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8&r[0]&&(t.from=e[3]),3072&r[0]|8&r[1]&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_fragment$2(e){var n,r,t,_,o,i,l,s,a,d,c,v;_=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[13],from:e[3],denySuppression:!0,$$slots:{default:[create_default_slot_16]},$$scope:{ctx:e}}});var u=!e[5]&&create_if_block_13(e);l=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[20],from:e[3],$$slots:{default:[create_default_slot_13]},$$scope:{ctx:e}}});for(var f=e[6],b=[],p=0;p<f.length;p+=1)b[p]=create_each_block$1(get_each_context$1(e,f,p));var x=function(e){return _vendor_browser_svelte_internal_index.transition_out(b[e],1,1,function(){b[e]=null})};return c=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[17],from:e[3],$$slots:{default:[create_default_slot$2]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"table\"),r=_vendor_browser_svelte_internal_index.element(\"thead\"),t=_vendor_browser_svelte_internal_index.element(\"tr\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),o=_vendor_browser_svelte_internal_index.space(),u&&u.c(),i=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(l.$$.fragment),s=_vendor_browser_svelte_internal_index.space(),a=_vendor_browser_svelte_internal_index.element(\"tbody\");for(var e=0;e<b.length;e+=1)b[e].c();d=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(c.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TABLE\",{\"aria-label\":!0,class:!0});var 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i=_vendor_browser_svelte_internal_index.children(r);t=_vendor_browser_svelte_internal_index.claim_text(i,e[11]),i.forEach(_vendor_browser_svelte_internal_index.detach),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(r,\"data-testid\",\"timestamp\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"last-updated-foB4fW cnn-pcl-1e0vjke\")},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.append_hydration(r,t)},p:function(e,n){2048&n&&_vendor_browser_svelte_internal_index.set_data(t,e[11])},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_if_block_4(e){var n,r,t;return r=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[15],from:e[2],$$slots:{default:[create_default_slot_3]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"p\"),_vendor_browser_svelte_internal_index.create_component(r.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"P\",{class:!0});var t=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,t),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"cnn-pcl-1e0vjke\")},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.mount_component(r,n,null),t=!0},p:function(e,n){var 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t=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(r.$$.fragment,t),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"next-update-hLyQmu cnn-pcl-1e0vjke\")},m:function(e,_){_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),_vendor_browser_svelte_internal_index.mount_component(r,n,null),t=!0},p:_vendor_browser_svelte_internal_index.noop,i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(r.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r.$$.fragment,e),t=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(r)}}}function create_default_slot_2$1(e){var 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create_if_block_2(e){var n,r,t=e[6]&&create_if_block_3(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),t&&t.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var r=_vendor_browser_svelte_internal_index.children(n);t&&t.l(r),r.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"icons-1_eqvG 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_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[13],from:e[2],$$slots:{default:[create_default_slot_1$1]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};4&r&&(t.from=e[2]),524288&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_1$1(e){var n,r,t,_,o;return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"span\"),r=_vendor_browser_svelte_internal_index.element(\"div\"),t=_vendor_browser_svelte_internal_index.space(),_=_vendor_browser_svelte_internal_index.element(\"div\"),o=_vendor_browser_svelte_internal_index.text(\"Key Race\"),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"SPAN\",{class:!0});var i=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(i,\"DIV\",{class:!0}),_vendor_browser_svelte_internal_index.children(r).forEach(_vendor_browser_svelte_internal_index.detach),t=_vendor_browser_svelte_internal_index.claim_space(i),_=_vendor_browser_svelte_internal_index.claim_element(i,\"DIV\",{class:!0});var l=_vendor_browser_svelte_internal_index.children(_);o=_vendor_browser_svelte_internal_index.claim_text(l,\"Key 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_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[17],$$slots:{default:[create_default_slot$1]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};524344&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot$1(e){var n,r,t;return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"a\"),r=_vendor_browser_svelte_internal_index.text(e[4]),this.h()},l:function(t){n=_vendor_browser_svelte_internal_index.claim_element(t,\"A\",{href:!0,\"data-testid\":!0,alt:!0,class:!0});var _=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,e[4]),_.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"href\",e[3]),_vendor_browser_svelte_internal_index.attr(n,\"data-testid\",\"footerlink\"),_vendor_browser_svelte_internal_index.attr(n,\"alt\",t=e[5]+\" Race 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r,t,o=129&n?_vendor_browser_svelte_internal_index.get_spread_update(i,[128&n&&_vendor_browser_svelte_internal_index.get_spread_object(e[7]),1&n&&{informationText:null===(r=e[0])||void 0===r?void 0:null===(t=r.left)||void 0===t?void 0:t.caucusesAsTexts}]):{};_.$set(o)},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),o=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(t),_vendor_browser_svelte_internal_index.destroy_component(_)}}}function create_if_block_2$3(e){var n,r,t,_,o;return _=new icons_lib_browser.CheckmarkIcon({props:{height:e[1],width:e[1],circleFill:null===(n=e[0])||void 0===n?void 0:null===(r=n.left)||void 0===r?void 0:r.color}}),{c:function(){t=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){t=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var n=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,n),n.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"bop-top__checkmark-wrapper-4szRWW cnn-pcl-z8rg7w\")},m:function(e,n){_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_vendor_browser_svelte_internal_index.mount_component(_,t,null),o=!0},p:function(e,n){var r,t,o={};2&n&&(o.height=e[1]),2&n&&(o.width=e[1]),1&n&&(o.circleFill=null===(r=e[0])||void 0===r?void 0:null===(t=r.left)||void 0===t?void 0:t.color),_.$set(o)},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),o=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(t),_vendor_browser_svelte_internal_index.destroy_component(_)}}}function create_default_slot_2$2(e){var n,r,t,_,o=(null===(n=e[0])||void 0===n?void 0:null===(r=n.left)||void 0===r?void 0:r.winner)&&create_if_block_2$3(e);return{c:function(){o&&o.c(),t=_vendor_browser_svelte_internal_index.empty()},l:function(e){o&&o.l(e),t=_vendor_browser_svelte_internal_index.empty()},m:function(e,n){o&&o.m(e,n),_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_=!0},p:function(e,n){var r,_;(null===(r=e[0])||void 0===r?void 0:null===(_=r.left)||void 0===_?void 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_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[6],$$slots:{default:[create_default_slot_1$3]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};257&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_1$3(e){for(var n,r,t,_,o,i=[e[7],{informationText:null===(n=e[0])||void 0===n?void 0:null===(r=n.right)||void 0===r?void 0:r.caucusesAsTexts}],l={},s=0;s<i.length;s+=1)l=_vendor_browser_svelte_internal_index.assign(l,i[s]);return _=new toolTip_lib_browser.ToolTip({props:l}),{c:function(){t=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){t=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var n=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,n),n.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"bop-top__tooltip-right-2rvF4u cnn-pcl-z8rg7w\")},m:function(e,n){_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_vendor_browser_svelte_internal_index.mount_component(_,t,null),o=!0},p:function(e,n){var r,t,o=129&n?_vendor_browser_svelte_internal_index.get_spread_update(i,[128&n&&_vendor_browser_svelte_internal_index.get_spread_object(e[7]),1&n&&{informationText:null===(r=e[0])||void 0===r?void 0:null===(t=r.right)||void 0===t?void 0:t.caucusesAsTexts}]):{};_.$set(o)},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),o=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(t),_vendor_browser_svelte_internal_index.destroy_component(_)}}}function create_if_block$3(e){var n,r,t,_,o;return _=new icons_lib_browser.CheckmarkIcon({props:{height:e[1],width:e[1],circleFill:null===(n=e[0])||void 0===n?void 0:null===(r=n.right)||void 0===r?void 0:r.color}}),{c:function(){t=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){t=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var n=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,n),n.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"bop-top__checkmark-wrapper-4szRWW cnn-pcl-z8rg7w\")},m:function(e,n){_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_vendor_browser_svelte_internal_index.mount_component(_,t,null),o=!0},p:function(e,n){var r,t,o={};2&n&&(o.height=e[1]),2&n&&(o.width=e[1]),1&n&&(o.circleFill=null===(r=e[0])||void 0===r?void 0:null===(t=r.right)||void 0===t?void 0:t.color),_.$set(o)},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),o=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(t),_vendor_browser_svelte_internal_index.destroy_component(_)}}}function create_default_slot$4(e){var n,r,t,_,o=(null===(n=e[0])||void 0===n?void 0:null===(r=n.right)||void 0===r?void 0:r.winner)&&create_if_block$3(e);return{c:function(){o&&o.c(),t=_vendor_browser_svelte_internal_index.empty()},l:function(e){o&&o.l(e),t=_vendor_browser_svelte_internal_index.empty()},m:function(e,n){o&&o.m(e,n),_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_=!0},p:function(e,n){var r,_;(null===(r=e[0])||void 0===r?void 0:null===(_=r.right)||void 0===_?void 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0:i.count)+\"\",H=(null===(l=e[0])||void 0===l?void 0:null===(s=l.right)||void 0===s?void 0:s.name)+\"\",G=(null===(a=e[0])||void 0===a?void 0:null===(d=a.left)||void 0===d?void 0:d.caucusesAsTexts)&&create_if_block_3$3(e);$=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[3],$$slots:{default:[create_default_slot_2$2]},$$scope:{ctx:e}}});var N=(null===(c=e[0])||void 0===c?void 0:null===(v=c.right)||void 0===v?void 0:v.caucusesAsTexts)&&create_if_block_1$3(e);return I=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[4],$$slots:{default:[create_default_slot$4]},$$scope:{ctx:e}}}),{c:function(){u=_vendor_browser_svelte_internal_index.element(\"div\"),b=_vendor_browser_svelte_internal_index.element(\"div\"),p=_vendor_browser_svelte_internal_index.element(\"div\"),f=_vendor_browser_svelte_internal_index.text(L),x=_vendor_browser_svelte_internal_index.space(),G&&G.c(),w=_vendor_browser_svelte_internal_index.space(),h=_vendor_browser_svelte_internal_index.element(\"span\"),m=_vendor_browser_svelte_internal_index.element(\"div\"),y=_vendor_browser_svelte_internal_index.text(B),g=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component($.$$.fragment),T=_vendor_browser_svelte_internal_index.space(),k=_vendor_browser_svelte_internal_index.element(\"div\"),O=_vendor_browser_svelte_internal_index.element(\"div\"),P=_vendor_browser_svelte_internal_index.text(D),E=_vendor_browser_svelte_internal_index.space(),N&&N.c(),A=_vendor_browser_svelte_internal_index.space(),C=_vendor_browser_svelte_internal_index.element(\"span\"),_vendor_browser_svelte_internal_index.create_component(I.$$.fragment),S=_vendor_browser_svelte_internal_index.space(),R=_vendor_browser_svelte_internal_index.element(\"div\"),F=_vendor_browser_svelte_internal_index.text(H),this.h()},l:function(e){u=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var n=_vendor_browser_svelte_internal_index.children(u);b=_vendor_browser_svelte_internal_index.claim_element(n,\"DIV\",{class:!0});var r=_vendor_browser_svelte_internal_index.children(b);p=_vendor_browser_svelte_internal_index.claim_element(r,\"DIV\",{class:!0});var t=_vendor_browser_svelte_internal_index.children(p);f=_vendor_browser_svelte_internal_index.claim_text(t,L),x=_vendor_browser_svelte_internal_index.claim_space(t),G&&G.l(t),t.forEach(_vendor_browser_svelte_internal_index.detach),w=_vendor_browser_svelte_internal_index.claim_space(r),h=_vendor_browser_svelte_internal_index.claim_element(r,\"SPAN\",{class:!0});var _=_vendor_browser_svelte_internal_index.children(h);m=_vendor_browser_svelte_internal_index.claim_element(_,\"DIV\",{class:!0,left:!0});var o=_vendor_browser_svelte_internal_index.children(m);y=_vendor_browser_svelte_internal_index.claim_text(o,B),o.forEach(_vendor_browser_svelte_internal_index.detach),g=_vendor_browser_svelte_internal_index.claim_space(_),_vendor_browser_svelte_internal_index.claim_component($.$$.fragment,_),_.forEach(_vendor_browser_svelte_internal_index.detach),r.forEach(_vendor_browser_svelte_internal_index.detach),T=_vendor_browser_svelte_internal_index.claim_space(n),k=_vendor_browser_svelte_internal_index.claim_element(n,\"DIV\",{class:!0});var i=_vendor_browser_svelte_internal_index.children(k);O=_vendor_browser_svelte_internal_index.claim_element(i,\"DIV\",{class:!0});var l=_vendor_browser_svelte_internal_index.children(O);P=_vendor_browser_svelte_internal_index.claim_text(l,D),E=_vendor_browser_svelte_internal_index.claim_space(l),N&&N.l(l),l.forEach(_vendor_browser_svelte_internal_index.detach),A=_vendor_browser_svelte_internal_index.claim_space(i),C=_vendor_browser_svelte_internal_index.claim_element(i,\"SPAN\",{class:!0});var s=_vendor_browser_svelte_internal_index.children(C);_vendor_browser_svelte_internal_index.claim_component(I.$$.fragment,s),S=_vendor_browser_svelte_internal_index.claim_space(s),R=_vendor_browser_svelte_internal_index.claim_element(s,\"DIV\",{class:!0});var a=_vendor_browser_svelte_internal_index.children(R);F=_vendor_browser_svelte_internal_index.claim_text(a,H),a.forEach(_vendor_browser_svelte_internal_index.detach),s.forEach(_vendor_browser_svelte_internal_index.detach),i.forEach(_vendor_browser_svelte_internal_index.detach),n.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(p,\"class\",\"bop-top__count-3JRTdY cnn-pcl-z8rg7w\"),_vendor_browser_svelte_internal_index.toggle_class(p,\"embedded-1GMWkF\",e[2]),_vendor_browser_svelte_internal_index.attr(m,\"class\",\"bop-top__name-242R9Z cnn-pcl-z8rg7w\"),_vendor_browser_svelte_internal_index.attr(m,\"left\",\"\"),_vendor_browser_svelte_internal_index.toggle_class(m,\"embedded-1GMWkF\",e[2]),_vendor_browser_svelte_internal_index.attr(h,\"class\",\"bop-top__party-3ODhRG 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r=0;r<a.length;r+=1)a[r].m(t,null)},p:function(e,n){if(1&n&&l!==(l=e[0].right.notUpForText+\"\")&&_vendor_browser_svelte_internal_index.set_data(o,l),1&n){var r,_,i;for(s=null===(r=e[0])||void 0===r?void 0:null===(_=r.right)||void 0===_?void 0:_.prevCaucusesAsTexts,i=0;i<s.length;i+=1){var d=get_each_context(e,s,i);a[i]?a[i].p(d,n):(a[i]=create_each_block(d),a[i].c(),a[i].m(t,null))}for(;i<a.length;i+=1)a[i].d(1);a.length=s.length}},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(t),_vendor_browser_svelte_internal_index.destroy_each(a,e)}}}function create_if_block_3$2(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[5],$$slots:{default:[create_default_slot_2$1]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};8193&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_2$1(e){var 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n,r,t=e[0].right.voteText+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"p\"),r=_vendor_browser_svelte_internal_index.text(t),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"P\",{class:!0});var _=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,t),_.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"bop-bottom__text-2L0Kpn cnn-pcl-1e4ghpb\")},m:function(e,t){_vendor_browser_svelte_internal_index.insert_hydration(e,n,t),_vendor_browser_svelte_internal_index.append_hydration(n,r)},p:function(e,n){1&n&&t!==(t=e[0].right.voteText+\"\")&&_vendor_browser_svelte_internal_index.set_data(r,t)},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_if_block$2(e){var 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instance$6(e,n,r){var t=n.bop,_=n.belowTheBopExplainer,o=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.BOP_NOT_UP_FOR_ELECTION_TEXT_LEFT,i=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.BOP_NOT_UP_FOR_ELECTION_TEXT_RIGHT,l=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.BOP_FLIPPED_SEATS_TEXT_LEFT,s=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.BOP_FLIPPED_SEATS_TEXT_RIGHT,a=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.PRESIDENTIAL_BOP_VOTES,d=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.PRESIDENTIAL_BOP_VOTE_PERCENT;return e.$$set=function(e){\"bop\"in e&&r(0,t=e.bop),\"belowTheBopExplainer\"in e&&r(1,_=e.belowTheBopExplainer)},[t,_,o,i,l,s,a,d]}var GeneralsBopBottom=function(e){_inherits$6(r,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper$6(r);function r(e){var t;return 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720px){.bop-top__count-CMGrtu.cnn-pcl-17vdq52{font-size:35px}}.bop-top__count-CMGrtu.embedded-t46LR8.cnn-pcl-17vdq52{font-size:16px;padding:0 0 1px}.bop-top__count-CMGrtu.right-2Ca5RB.cnn-pcl-17vdq52{text-align:right}.bop-top__party-UnbSoc.cnn-pcl-17vdq52{display:flex;flex-direction:row;align-items:center;padding:4px 0 0}.bop-top__party-UnbSoc.embedded-t46LR8.cnn-pcl-17vdq52{padding:0}.bop-top__name-lciW7X.cnn-pcl-17vdq52{font-size:15px;font-family:cnn_sans_display, helveticaneue, Helvetica, Arial, Utkal, sans-serif;font-weight:400;color:black}@media screen and (min-width: 720px){.bop-top__name-lciW7X.cnn-pcl-17vdq52{font-size:23px}}.bop-top__name-lciW7X.embedded-t46LR8.cnn-pcl-17vdq52{font-size:16px}.bop-top__name-lciW7X.right-2Ca5RB.cnn-pcl-17vdq52{text-align:right}.bop-top__party-name-3v3eoK.cnn-pcl-17vdq52{font-size:16px;font-family:cnn_sans_display, helveticaneue, Helvetica, Arial, Utkal, sans-serif;font-weight:400;color:black;display:none}@media screen and (min-width: 720px){.bop-top__party-name-3v3eoK.cnn-pcl-17vdq52{display:block}}.bop-top__party-name-3v3eoK.embedded-t46LR8.cnn-pcl-17vdq52{display:none}.bop-top__party-name-3v3eoK.right-2Ca5RB.cnn-pcl-17vdq52{text-align:right}.bop-top__checkmark-wrapper-197PTE.cnn-pcl-17vdq52{margin:0 4px}@media screen and (min-width: 720px){}@media screen and (min-width: 720px){}.bop-top__headshot-3wHH7G.cnn-pcl-17vdq52{width:90px;height:90px;border-radius:50%;background-size:cover;background-position:center;display:none}@media screen and (min-width: 720px){.bop-top__headshot-3wHH7G.cnn-pcl-17vdq52{display:block}}.bop-top__headshot-3wHH7G.embedded-t46LR8.cnn-pcl-17vdq52{display:none}.bop-top__headshot-3wHH7G.left-1FUGrB.cnn-pcl-17vdq52{margin:0 8px 8px 0}.bop-top__headshot-3wHH7G.right-2Ca5RB.cnn-pcl-17vdq52{margin:0 0 8px 8px}\")}function create_if_block_3$1(e){var n,r;return n=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[5],$$slots:{default:[create_default_slot_3]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};133&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_3(e){var n,r;return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0,style:!0}),_vendor_browser_svelte_internal_index.children(n).forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){var t,_;_vendor_browser_svelte_internal_index.attr(n,\"class\",\"bop-top__headshot-3wHH7G cnn-pcl-17vdq52\"),_vendor_browser_svelte_internal_index.attr(n,\"style\",r=\"background-color: \".concat(null===(t=e[0])||void 0===t?void 0:null===(_=t.left)||void 0===_?void 0:_.color,\"; background-image: url(\").concat(e[0].left.headshot,\");\")),_vendor_browser_svelte_internal_index.toggle_class(n,\"left-1FUGrB\",!0),_vendor_browser_svelte_internal_index.toggle_class(n,\"embedded-t46LR8\",e[2])},m:function(e,r){_vendor_browser_svelte_internal_index.insert_hydration(e,n,r)},p:function(e,t){var _,o;1&t&&r!==(r=\"background-color: \".concat(null===(_=e[0])||void 0===_?void 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n=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,n),n.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"bop-top__checkmark-wrapper-197PTE cnn-pcl-17vdq52\")},m:function(e,n){_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_vendor_browser_svelte_internal_index.mount_component(_,t,null),o=!0},p:function(e,n){var r,t,o={};2&n&&(o.height=e[1]),2&n&&(o.width=e[1]),1&n&&(o.circleFill=null===(r=e[0])||void 0===r?void 0:null===(t=r.left)||void 0===t?void 0:t.color),_.$set(o)},i:function(e){o||(_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),o=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),o=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(t),_vendor_browser_svelte_internal_index.destroy_component(_)}}}function create_default_slot_2(e){var n,r,t,_,o=(null===(n=e[0])||void 0===n?void 0:null===(r=n.left)||void 0===r?void 0:r.winner)&&create_if_block_2$1(e);return{c:function(){o&&o.c(),t=_vendor_browser_svelte_internal_index.empty()},l:function(e){o&&o.l(e),t=_vendor_browser_svelte_internal_index.empty()},m:function(e,n){o&&o.m(e,n),_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_=!0},p:function(e,n){var r,_;(null===(r=e[0])||void 0===r?void 0:null===(_=r.left)||void 0===_?void 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0:r.color}}),{c:function(){t=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),this.h()},l:function(e){t=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var n=_vendor_browser_svelte_internal_index.children(t);_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,n),n.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"class\",\"bop-top__checkmark-wrapper-197PTE cnn-pcl-17vdq52\")},m:function(e,n){_vendor_browser_svelte_internal_index.insert_hydration(e,t,n),_vendor_browser_svelte_internal_index.mount_component(_,t,null),o=!0},p:function(e,n){var r,t,o={};2&n&&(o.height=e[1]),2&n&&(o.width=e[1]),1&n&&(o.circleFill=null===(r=e[0])||void 0===r?void 0:null===(t=r.right)||void 0===t?void 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_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[6],$$slots:{default:[create_default_slot$2]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};133&r&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot$2(e){var n,r;return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0,style:!0}),_vendor_browser_svelte_internal_index.children(n).forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){var t,_;_vendor_browser_svelte_internal_index.attr(n,\"class\",\"bop-top__headshot-3wHH7G cnn-pcl-17vdq52\"),_vendor_browser_svelte_internal_index.attr(n,\"style\",r=\"background-color: \".concat(null===(t=e[0])||void 0===t?void 0:null===(_=t.right)||void 0===_?void 0:_.color,\"; background-image: url(\").concat(e[0].right.headshot,\");\")),_vendor_browser_svelte_internal_index.toggle_class(n,\"right-2Ca5RB\",!0),_vendor_browser_svelte_internal_index.toggle_class(n,\"embedded-t46LR8\",e[2])},m:function(e,r){_vendor_browser_svelte_internal_index.insert_hydration(e,n,r)},p:function(e,t){var _,o;1&t&&r!==(r=\"background-color: \".concat(null===(_=e[0])||void 0===_?void 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0:v.fullName)+\"\",K=e[0].left.headshot&&create_if_block_3$1(e);T=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[3],$$slots:{default:[create_default_slot_2]},$$scope:{ctx:e}}}),j=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[4],$$slots:{default:[create_default_slot_1$1]},$$scope:{ctx:e}}});var 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_slicedToArray$4(e,n){return _arrayWithHoles$4(e)||_iterableToArrayLimit$4(e,n)||_unsupportedIterableToArray$5(e,n)||_nonIterableRest$4()}function _unsupportedIterableToArray$5(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$5(e,n);var r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray$5(e,n):void 0}}function makeBopUiFromApi(e,n,r,t){var _;if(!n||!e)return null;var o,i,l=t.vpExplainerText,s=t.presidentialTieText,a=void 0===s?\"\":s,d=t.contestType,c=t.isEmbed,v=!1,u=_vendor_browser_lodash_cloneDeep.cloneDeep_1(e),b=_vendor_browser_lodash_get.get_1(u,\"meta.parties\",{}),p=_slicedToArray$4(null==n?void 0:null===(_=n.barEnds)||void 0===_?void 0:_.map(function(e){var n,_=b[e],l=c?0:null==_?void 0:_.notUpForElection,s=l?\"\".concat(l,\" \").concat(l>1?\"Seats\":\"Seat\",\" Not Up for Election\"):\"\",a=makePickupsText(_),u=c?\"\":getCaucusesAsTexts(_,d),p=c?\"\":getPrevCaucusesAsTexts(_),f=_lib_sdk_browser__externalConfig_configInterpreters_getBopBarCheckmarkColor_ts.getBopBarColor(null==_?void 0:_.majorParty,r);\"PG\"===d&&(n=_slicedToArray$4(getPresidentialContent(b[e],t),4),b[e]=n[0],v=n[1],o=n[2],i=n[3]);return _objectSpreadProps$2(_objectSpread$2({},b[e]),{notUpForText:s,flippedSeatsText:a,color:f,prevCaucusesAsTexts:p,caucusesAsTexts:u,votePercentText:o,voteText:i})}),2),f=p[0],x=p[1],w=checkForTiebreaker(e,n,{isEmbed:c,contestType:d,vpExplainerText:l,presidentialTieText:a}),h=w.tiebreakerEnacted;return{left:f,right:x,tooltipThresholdText:w.tooltipThresholdText,tiebreakerEnacted:h,needsHeadshotTreatment:v}}function _defineProperty$1(e,n,r){return n in e?Object.defineProperty(e,n,{value:r,enumerable:!0,configurable:!0,writable:!0}):e[n]=r,e}function _objectSpread$1(e){for(var n=1;n<arguments.length;n++){var r=null!=arguments[n]?arguments[n]:{},t=Object.keys(r);\"function\"==typeof Object.getOwnPropertySymbols&&(t=t.concat(Object.getOwnPropertySymbols(r).filter(function(e){return Object.getOwnPropertyDescriptor(r,e).enumerable}))),t.forEach(function(n){_defineProperty$1(e,n,r[n])})}return e}function ownKeys$1(e,n){var r=Object.keys(e);if(Object.getOwnPropertySymbols){var t=Object.getOwnPropertySymbols(e);n&&(t=t.filter(function(n){return Object.getOwnPropertyDescriptor(e,n).enumerable})),r.push.apply(r,t)}return r}function _objectSpreadProps$1(e,n){return n=null!=n?n:{},Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):ownKeys$1(Object(n)).forEach(function(r){Object.defineProperty(e,r,Object.getOwnPropertyDescriptor(n,r))}),e}function findSegmentById(e){return function(n){return null==e?void 0:e.find(function(e){return(null==e?void 0:e.id)===n})}}function removeFalsies(e){return e}function getNodeParty(e,n){var r=Object.keys(IDRGLI).includes(IDRGLI[e])?IDRGLI[e]:IDRGLI.IND;return\"\".concat(r).concat(\"flippedSeats\"===n?\"-gen\":\"\")}function buildNodesWithTheme(e){return function(n){var r=null==n?void 0:n.meta,t=r.majorParty,_=r.segmentType,o=_vendor_browser_lodash_get.get_1(n,\"id\",\"\");return _objectSpreadProps$1(_objectSpread$1({},n),{hideSegmentBorder:!0,color:_lib_sdk_browser__externalConfig_configInterpreters_getBopBarCheckmarkColor_ts.getBopBarColor(o,e),status:\"notUpForElection\"===_||\"flippedSeats\"===_?_lib_browser_common_types_ui_UiTypes.UiStatus.inactive:_lib_browser_common_types_ui_UiTypes.UiStatus.active,party:getNodeParty(t,_)})}}function makeNotYetCalledNodes(e,n){if(!n)return[];var r=null==e?void 0:e.reduce(function(e,n){return _vendor_browser_lodash_get.get_1(n,\"value\",0)+e},0);return r==n?[]:[{id:\"notYetCalledLeft\",value:(n-r)/2,meta:{majorParty:null,segmentType:\"notYetCalled\"}},{id:\"notYetCalledRight\",value:(n-r)/2,meta:{majorParty:null,segmentType:\"notYetCalled\"}}]}function filterBarNodesOnly(e,n){return e.filter(function(e){return n.barEnds.includes(e.meta.majorParty)})}function _arrayLikeToArray$4(e,n){(null==n||n>e.length)&&(n=e.length);for(var r=0,t=new Array(n);r<n;r++)t[r]=e[r];return t}function _arrayWithoutHoles(e){if(Array.isArray(e))return _arrayLikeToArray$4(e)}function _defineProperty(e,n,r){return n in e?Object.defineProperty(e,n,{value:r,enumerable:!0,configurable:!0,writable:!0}):e[n]=r,e}function _iterableToArray(e){if(\"undefined\"!=typeof Symbol&&null!=e[Symbol.iterator]||null!=e[\"@@iterator\"])return Array.from(e)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _objectSpread(e){for(var n=1;n<arguments.length;n++){var r=null!=arguments[n]?arguments[n]:{},t=Object.keys(r);\"function\"==typeof Object.getOwnPropertySymbols&&(t=t.concat(Object.getOwnPropertySymbols(r).filter(function(e){return Object.getOwnPropertyDescriptor(r,e).enumerable}))),t.forEach(function(n){_defineProperty(e,n,r[n])})}return e}function ownKeys(e,n){var r=Object.keys(e);if(Object.getOwnPropertySymbols){var t=Object.getOwnPropertySymbols(e);n&&(t=t.filter(function(n){return Object.getOwnPropertyDescriptor(e,n).enumerable})),r.push.apply(r,t)}return r}function _objectSpreadProps(e,n){return n=null!=n?n:{},Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):ownKeys(Object(n)).forEach(function(r){Object.defineProperty(e,r,Object.getOwnPropertyDescriptor(n,r))}),e}function _toConsumableArray(e){return _arrayWithoutHoles(e)||_iterableToArray(e)||_unsupportedIterableToArray$4(e)||_nonIterableSpread()}function _unsupportedIterableToArray$4(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$4(e,n);var r=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===r&&e.constructor&&(r=e.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(r):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?_arrayLikeToArray$4(e,n):void 0}}function makeBopBarNodes(e,n,r,t){var _,o,i,l=_vendor_browser_lodash_get.get_1(e,\"children\");if(Array.isArray(l)){var s=\"PG\"===(null==t?void 0:t.contestType)?filterBarNodesOnly(l,n):l,a=makeNotYetCalledNodes(s,null==e?void 0:e.value),d=null===(i=null===(o=null==n?void 0:null===(_=n.segments)||void 0===_?void 0:_.map(findSegmentById(_toConsumableArray(s).concat(_toConsumableArray(a)))))||void 0===o?void 0:o.filter(removeFalsies))||void 0===i?void 0:i.map(buildNodesWithTheme(r));return _objectSpreadProps(_objectSpread({},e),{children:d})}}var DEFAULT_VP_EXPLAINER_TEXT=\"Democrats win control of the Senate with 50 seats. In the event of a tied Senate,\\\\nthe Vice President (currently Democratic VP Kamala Harris) casts the tiebreaking vote.\";function handleThirdParties(e,n,r,t){var _,o=null==e?void 0:null===(_=e.meta)||void 0===_?void 0:_.parties;if(\"PG\"!==(null==t?void 0:t.contestType)||!o)return[];var i=Object.keys(o).reduce(function(e,r){return n.barEnds.includes(r)||(e[r]=o[r]),e},{}),l=Object.keys(i).reduce(function(e,n){return i[n].count>0&&(e[n]=i[n]),e},{});return Object.keys(l).map(function(e){var n=l[e],t={id:n.candidateId,party:n.majorParty};return{candidateId:n.candidateId,candidateColor:_lib_sdk_browser__externalConfig_configInterpreters_getColor_ts.getColor(t,r),candidateName:l[e].fullName||\"\",partyName:l[e].name||\"\",count:l[e].count}})}function _assertThisInitialized$4(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck$4(e,n){if(!(e instanceof n))throw new TypeError(\"Cannot call a class as a function\")}function _getPrototypeOf$4(e){return(_getPrototypeOf$4=Object.setPrototypeOf?Object.getPrototypeOf:function(e){return e.__proto__||Object.getPrototypeOf(e)})(e)}function _inherits$4(e,n){if(\"function\"!=typeof n&&null!==n)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(n&&n.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),n&&_setPrototypeOf$4(e,n)}function _possibleConstructorReturn$4(e,n){return!n||\"object\"!==_typeof$4(n)&&\"function\"!=typeof n?_assertThisInitialized$4(e):n}function _setPrototypeOf$4(e,n){return(_setPrototypeOf$4=Object.setPrototypeOf||function(e,n){return e.__proto__=n,e})(e,n)}var _typeof$4=function(e){return e&&\"undefined\"!=typeof Symbol&&e.constructor===Symbol?\"symbol\":typeof e};function _isNativeReflectConstruct$4(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return 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_lib_browser_common_components_conditionalWrappers_ConditionalAnchorTagWrapper_svelte.ConditionalAnchorTagWrapper({props:{href:e[6],alt:e[15],$$slots:{default:[create_default_slot$1]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,t){_vendor_browser_svelte_internal_index.mount_component(n,e,t),r=!0},p:function(e,r){var t={};64&r[0]&&(t.href=e[6]),32768&r[0]&&(t.alt=e[15]),475071&r[0]|8&r[1]&&(t.$$scope={dirty:r,ctx:e}),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_if_block_3(e){var 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t={};8192&r[0]&&(t.thirdPartyElectoralVotes=e[13]),n.$set(t)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_1(e){var n,r,t=e[13]&&!e[7]&&create_if_block_1(e);return{c:function(){t&&t.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){t&&t.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){t&&t.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),r=!0},p:function(e,r){e[13]&&!e[7]?t?(t.p(e,r),8320&r[0]&&_vendor_browser_svelte_internal_index.transition_in(t,1)):((t=create_if_block_1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(n.parentNode,n)):t&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(t,1,1,function(){t=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),r=!1},d:function(e){t&&t.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_default_slot$1(e){var n,r,t,_,o,i,l,s,a,d,c,v,u,b=function(n){e[32](n)},p=e[7]&&e[8]&&create_if_block_3(e);t=new e[14]({props:{bop:e[11],checkmarkWidth:e[7]?16:e[2],isEmbed:e[7]}});var f=(e[1]||e[7])&&create_if_block_2(e),x={node:e[16]};return void 0!==e[9]&&(x.clientHeight=e[9]),i=new balanceOfPower_lib_browser.Segmented_bar({props:x}),_vendor_browser_svelte_internal_index.binding_callbacks.push(function(){return _vendor_browser_svelte_internal_index.bind(i,\"clientHeight\",b)}),a=new GeneralsBopBottom({props:{bop:e[11],belowTheBopExplainer:e[5]}}),c=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[19],$$slots:{default:[create_default_slot_1]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),p&&p.c(),r=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(t.$$.fragment),_=_vendor_browser_svelte_internal_index.space(),f&&f.c(),o=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(i.$$.fragment),s=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(a.$$.fragment),d=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(c.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0,style:!0});var l=_vendor_browser_svelte_internal_index.children(n);p&&p.l(l),r=_vendor_browser_svelte_internal_index.claim_space(l),_vendor_browser_svelte_internal_index.claim_component(t.$$.fragment,l),_=_vendor_browser_svelte_internal_index.claim_space(l),f&&f.l(l),o=_vendor_browser_svelte_internal_index.claim_space(l),_vendor_browser_svelte_internal_index.claim_component(i.$$.fragment,l),s=_vendor_browser_svelte_internal_index.claim_space(l),_vendor_browser_svelte_internal_index.claim_component(a.$$.fragment,l),d=_vendor_browser_svelte_internal_index.claim_space(l),_vendor_browser_svelte_internal_index.claim_component(c.$$.fragment,l),l.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"generals-bop__container-2H07wP 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create_fragment(e){for(var n,r,t,o,i,a=e[1],l=[],_=0;_<a.length;_+=1)l[_]=create_each_block(get_each_context(e,a,_));return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),r=_vendor_browser_svelte_internal_index.element(\"div\");for(var e=0;e<l.length;e+=1)l[e].c();this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var t=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_element(t,\"DIV\",{id:!0,class:!0});for(var o=_vendor_browser_svelte_internal_index.children(r),i=0;i<l.length;i+=1)l[i].l(o);o.forEach(_vendor_browser_svelte_internal_index.detach),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(r,\"id\",\"tab-wrapper-id\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"tab-wrapper-2jF4iI 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create_if_block_1(e){var n,t,r,o,i,_,l;return o=new coreResult_lib_browser.CoreResult({props:{result:e[5],title:getTooltipTitle(e[5]),candidateText:e[4],isNotFollowableCRM:!0}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),t=_vendor_browser_svelte_internal_index.element(\"button\"),r=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(o.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var i=_vendor_browser_svelte_internal_index.children(n);t=_vendor_browser_svelte_internal_index.claim_element(i,\"BUTTON\",{\"aria-label\":!0,class:!0}),_vendor_browser_svelte_internal_index.children(t).forEach(_vendor_browser_svelte_internal_index.detach),r=_vendor_browser_svelte_internal_index.claim_space(i),_vendor_browser_svelte_internal_index.claim_component(o.$$.fragment,i),i.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(t,\"aria-label\",\"close\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"cnn-pcl-lswo9\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"house-tile-tooltip-27SEP 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n,t,r,o,i=String(e[1]),_=i&&create_if_block$1(e);return{c:function(){_&&_.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){_&&_.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(i,l){_&&_.m(i,l),_vendor_browser_svelte_internal_index.insert_hydration(i,n,l),t=!0,r||(o=[_vendor_browser_svelte_internal_index.listen(window_1,\"wheel\",e[8]),_vendor_browser_svelte_internal_index.listen(window_1,\"scroll\",e[8])],r=!0)},p:function(e,t){var r=_slicedToArray$2(t,1)[0];2&r&&(i=String(e[1])),i?_?(_.p(e,r),2&r&&_vendor_browser_svelte_internal_index.transition_in(_,1)):((_=create_if_block$1(e)).c(),_vendor_browser_svelte_internal_index.transition_in(_,1),_.m(n.parentNode,n)):_&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(_,1,1,function(){_=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(_),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(_),t=!1},d:function(e){_&&_.d(e),e&&_vendor_browser_svelte_internal_index.detach(n),r=!1,_vendor_browser_svelte_internal_index.run_all(o)}}}function getTooltipTitle(e){return e?e.title:null}function instance$1(e,n,t){var r,o,i=n.variations,_=void 0===i?[]:i,l=n.content,a=n.jurisdictionCode,s=n.style,c=n.isSwitch,d=n.isKeyRace,u=n.candidateText,v=void 0===u?\"\":u,f=n.tooltipContent,b=n.externalClickHandler,p=void 0===b?null:b;return _vendor_browser_svelte_internal_index.onMount(function(){window&&!_.includes(_lib_browser_common_constants_componentVariations.VARIATIONS.NO_TOOLTIP)&&r&&initialize(o,r)}),e.$$set=function(e){\"variations\"in e&&t(0,_=e.variations),\"content\"in e&&t(1,l=e.content),\"jurisdictionCode\"in e&&t(2,a=e.jurisdictionCode),\"style\"in e&&t(3,s=e.style),\"isSwitch\"in e&&t(10,c=e.isSwitch),\"isKeyRace\"in e&&t(11,d=e.isKeyRace),\"candidateText\"in e&&t(4,v=e.candidateText),\"tooltipContent\"in e&&t(5,f=e.tooltipContent),\"externalClickHandler\"in e&&t(12,p=e.externalClickHandler)},[_,l,a,s,v,f,r,o,function(){o&&t(7,o.style.display=\"none\",o)},function(e){p&&p(e),_.includes(_lib_browser_common_constants_componentVariations.VARIATIONS.NATIONAL_MAP)},c,d,p,function(e){_vendor_browser_svelte_internal_index.binding_callbacks[e?\"unshift\":\"push\"](function(){t(6,r=e)})},function(e){_vendor_browser_svelte_internal_index.binding_callbacks[e?\"unshift\":\"push\"](function(){t(7,o=e)})}]}var House_tile=function(e){_inherits$1(t,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper$1(t);function t(e){var r;return _classCallCheck$1(this,t),r=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized$1(r),e,instance$1,create_fragment$1,_vendor_browser_svelte_internal_index.safe_not_equal,{variations:0,content:1,jurisdictionCode:2,style:3,isSwitch:10,isKeyRace:11,candidateText:4,tooltipContent:5,externalClickHandler:12},add_css$1),r}return t}(),HouseTile=House_tile;function _arrayLikeToArray$2(e,n){(null==n||n>e.length)&&(n=e.length);for(var t=0,r=new Array(n);t<n;t++)r[t]=e[t];return r}function _arrayWithoutHoles(e){if(Array.isArray(e))return _arrayLikeToArray$2(e)}function _iterableToArray(e){if(\"undefined\"!=typeof Symbol&&null!=e[Symbol.iterator]||null!=e[\"@@iterator\"])return Array.from(e)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _toConsumableArray(e){return _arrayWithoutHoles(e)||_iterableToArray(e)||_unsupportedIterableToArray$2(e)||_nonIterableSpread()}function _unsupportedIterableToArray$2(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$2(e,n);var t=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===t&&e.constructor&&(t=e.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray$2(e,n):void 0}}var RUNOFF=_lib_browser_themes_elections_constants.metaFields.RUNOFF,isNoRace=function(e){return!e},isCalled=function(e){return!(\"called\"!==e.status||!e.winner)},isVotesReceived=function(e){return e.candidates.reduce(function(e,n){return e+n.voteNum},0)>0},isPercent=function(e){return e.candidates.reduce(function(e,n){return e+n.votePercent},0)>0},isRunoff=function(e){return!(\"called\"!==e.status||!e.candidates.find(function(e){return e.isRunoffCandidate}))},isTooClose=function(e){return\"tooclose\"===e.status},getLeadingParty=function(e){if(!e||!e.candidates||!e.candidates.length)return{party:null,candidateId:null};if(1===e.candidates.length)return{party:e.candidates[0].party,candidateId:e.candidates[0].id};var n=e.candidates.reduce(function(e,n){return e.voteNum>n.voteNum?e:n});return{party:n.party,candidateId:n.id}},getPercentDiffBucket=function(e){if(!e.candidates||!e.candidates.length)return null;if(1===e.candidates.length)return\"10+\";var n=_vendor_browser_lodash_orderBy.orderBy_1(_toConsumableArray(e.candidates),[\"votePercent\"],[\"desc\"]),t=n[0].votePercent-n[1].votePercent;return t>=0&&t<5?\"0-5\":t>=5&&t<10?\"5-10\":\"10+\"},getWinnerPartyColor=function(e,n,t){if(!e||!e.winner)return null;var r=e.winner.party,o=e.winner.id,i=n.color(String(o),t)||n.color(r);if(!i){var _=n.getDefaultPalette(t).defaultPalette;i=n.color(_)}return i};function getBopWinnerColor(e,n,t){if(e.winnerBopPartyId){var r=e.winnerBopPartyId,o=n.color(r);if(!o){var i=n.getDefaultPalette(t).defaultPalette;o=n.color(i)}return o}}var getAheadPercentColor=function(e,n,t){var r=getLeadingParty(e),o=r.party,i=r.candidateId;if(t===_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET){var _=n.color(String(i),_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET,\"0+\")||n.color(o,_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET,\"0+\");if(!_){var l=n.getDefaultPalette(_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET).defaultPalette;return _=n.color(l,_lib_browser_common_constants_painting.PaintModes.AHEAD_SINGLE_BUCKET,\"0+\")}return _}var a=getPercentDiffBucket(e),s=n.color(String(i),t,a)||n.color(o,t,a);if(!s){var c=n.getDefaultPalette(t).defaultPalette;return n.color(c,t,a)}return s},getLeadInProjectionMode=function(e,n,t){var r=getLeadingParty(e).party;return n.color(r,t,\"lead\")},getTooCloseColor=function(e,n,t){var r,o,i=null==n?void 0:null===(r=n.meta)||void 0===r?void 0:r.call(n,\"tooClose\");return null==n||null===(o=n.meta)||void 0===o||o.call(n,\"darkBorder\"),i},getColor=function(e,n,t){return stateElectionMap_lib_browser.isAProjection(t)&&stateElectionMap_lib_browser.isBopWinner(e)?getBopWinnerColor(e,n,t):stateElectionMap_lib_browser.isAProjection(t)&&isCalled(e)?getWinnerPartyColor(e,n,t):stateElectionMap_lib_browser.isAProjection(t)&&isRunoff(e)?null==n?void 0:null===(r=n.meta)||void 0===r?void 0:r.call(n,RUNOFF):stateElectionMap_lib_browser.isAProjection(t)&&isTooClose(e)?getTooCloseColor(e,n):t===_lib_browser_common_constants_painting.PaintModes.PROJECTION&&isVotesReceived(e)?null==n?void 0:null===(o=n.meta)||void 0===o?void 0:o.call(n,\"votesReceived\"):(t===_lib_browser_common_constants_painting.PaintModes.PROJECTION_WITH_LEAD||stateElectionMap_lib_browser.isAheadMode(t))&&stateElectionMap_lib_browser.isTie(e)?null==n?void 0:null===(i=n.meta)||void 0===i?void 0:i.call(n,\"tie\"):t===_lib_browser_common_constants_painting.PaintModes.PROJECTION_WITH_LEAD&&isVotesReceived(e)?getLeadInProjectionMode(e,n,t):stateElectionMap_lib_browser.isAheadMode(t)&&isPercent(e)?getAheadPercentColor(e,n,t):stateElectionMap_lib_browser.isNoVotes(e)?null==n?void 0:null===(_=n.meta)||void 0===_?void 0:_.call(n,\"noVotes\"):isNoRace(e)?null==n?void 0:null===(l=n.meta)||void 0===l?void 0:l.call(n,\"noRace\"):void 0;var r,o,i,_,l},generateTileStyle=function(e,n,t){var r,o,i=getColor(e,n,t),_=(null==e?void 0:null===(r=e.winner)||void 0===r?void 0:r.party)||(null==e?void 0:null===(o=e.winnerBopPartyId)||void 0===o?void 0:o.toLowerCase()),l=(isCalled(e)||stateElectionMap_lib_browser.isBopWinner(e))&&_lib_browser_common_helpers_isColorDark.isPartyColorDark(_);if(stateElectionMap_lib_browser.isAProjection(t)){var a=\"transparent\",s=null;return e.isSwitch&&(a=l?\"#000000\":\"#ffff\",s=l?\"#fff\":\"#000\"),{textColor:l?\"#ffff\":\"#000000\",textShadowColor:a,backgroundColor:i,haloColor:e.isKeyRace?\"#FFC61C\":null,stripeColor:s,borderColor:e.isSwitch?null:\"#000000\"}}return{textColor:\"#000000\",textShadowColor:\"transparent\",backgroundColor:i,haloColor:e.isKeyRace?\"#FFC61C\":null,stripeColor:null,borderColor:\"#000000\"}};function _arrayLikeToArray$1(e,n){(null==n||n>e.length)&&(n=e.length);for(var t=0,r=new Array(n);t<n;t++)r[t]=e[t];return r}function _arrayWithHoles$1(e){if(Array.isArray(e))return e}function _iterableToArrayLimit$1(e,n){var t=null==e?null:\"undefined\"!=typeof Symbol&&e[Symbol.iterator]||e[\"@@iterator\"];if(null!=t){var r,o,i=[],_=!0,l=!1;try{for(t=t.call(e);!(_=(r=t.next()).done)&&(i.push(r.value),!n||i.length!==n);_=!0);}catch(e){l=!0,o=e}finally{try{_||null==t.return||t.return()}finally{if(l)throw o}}return i}}function _nonIterableRest$1(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _slicedToArray$1(e,n){return _arrayWithHoles$1(e)||_iterableToArrayLimit$1(e,n)||_unsupportedIterableToArray$1(e,n)||_nonIterableRest$1()}function _unsupportedIterableToArray$1(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$1(e,n);var t=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===t&&e.constructor&&(t=e.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray$1(e,n):void 0}}function injectJurisdictionCodeIntoComponentKey(e,n){if(\"string\"!=typeof e||!e)return\"\";if(\"number\"==typeof n&&(n=String(n)),\"string\"!=typeof n)return e;var t=_slicedToArray$1(e.split(\"-\"),5),r=t[0],o=t[1],i=t[2];return t[3],[r,o,i,n,t[4]].join(\"-\")}function _arrayLikeToArray(e,n){(null==n||n>e.length)&&(n=e.length);for(var t=0,r=new Array(n);t<n;t++)r[t]=e[t];return r}function _arrayWithHoles(e){if(Array.isArray(e))return e}function _assertThisInitialized(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck(e,n){if(!(e instanceof n))throw new TypeError(\"Cannot call a class as a function\")}function _getPrototypeOf(e){return(_getPrototypeOf=Object.setPrototypeOf?Object.getPrototypeOf:function(e){return e.__proto__||Object.getPrototypeOf(e)})(e)}function _inherits(e,n){if(\"function\"!=typeof n&&null!==n)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(n&&n.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),n&&_setPrototypeOf(e,n)}function _iterableToArrayLimit(e,n){var t=null==e?null:\"undefined\"!=typeof Symbol&&e[Symbol.iterator]||e[\"@@iterator\"];if(null!=t){var r,o,i=[],_=!0,l=!1;try{for(t=t.call(e);!(_=(r=t.next()).done)&&(i.push(r.value),!n||i.length!==n);_=!0);}catch(e){l=!0,o=e}finally{try{_||null==t.return||t.return()}finally{if(l)throw o}}return i}}function _nonIterableRest(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _possibleConstructorReturn(e,n){return!n||\"object\"!==_typeof(n)&&\"function\"!=typeof n?_assertThisInitialized(e):n}function _setPrototypeOf(e,n){return(_setPrototypeOf=Object.setPrototypeOf||function(e,n){return e.__proto__=n,e})(e,n)}function _slicedToArray(e,n){return _arrayWithHoles(e)||_iterableToArrayLimit(e,n)||_unsupportedIterableToArray(e,n)||_nonIterableRest()}var _typeof=function(e){return e&&\"undefined\"!=typeof Symbol&&e.constructor===Symbol?\"symbol\":typeof e};function _unsupportedIterableToArray(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray(e,n);var t=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===t&&e.constructor&&(t=e.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray(e,n):void 0}}function _isNativeReflectConstruct(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],function(){})),!0}catch(e){return!1}}function _createSuper(e){var n=_isNativeReflectConstruct();return function(){var t,r=_getPrototypeOf(e);if(n){var o=_getPrototypeOf(this).constructor;t=Reflect.construct(r,arguments,o)}else t=r.apply(this,arguments);return _possibleConstructorReturn(this,t)}}function add_css(e){_vendor_browser_svelte_internal_index.append_styles(e,\"cnn-pcl-eu8ydm\",\".house-tiles-3lOSAn.cnn-pcl-eu8ydm{padding:3px 0px;display:inline-flex;flex-wrap:wrap;gap:var(--houseTilesGap)}\")}function get_each_context(e,n,t){var r=e.slice();return r[9]=n[t],r}function create_if_block(e){for(var n,t,r=e[0],o=[],i=0;i<r.length;i+=1)o[i]=create_each_block(get_each_context(e,r,i));var _=function(e){return _vendor_browser_svelte_internal_index.transition_out(o[e],1,1,function(){o[e]=null})};return{c:function(){for(var e=0;e<o.length;e+=1)o[e].c();n=_vendor_browser_svelte_internal_index.empty()},l:function(e){for(var t=0;t<o.length;t+=1)o[t].l(e);n=_vendor_browser_svelte_internal_index.empty()},m:function(e,r){for(var i=0;i<o.length;i+=1)o[i].m(e,r);_vendor_browser_svelte_internal_index.insert_hydration(e,n,r),t=!0},p:function(e,t){if(4223&t){var i;for(r=e[0],i=0;i<r.length;i+=1){var l=get_each_context(e,r,i);o[i]?(o[i].p(l,t),_vendor_browser_svelte_internal_index.transition_in(o[i],1)):(o[i]=create_each_block(l),o[i].c(),_vendor_browser_svelte_internal_index.transition_in(o[i],1),o[i].m(n.parentNode,n))}for(_vendor_browser_svelte_internal_index.group_outros(),i=r.length;i<o.length;i+=1)_(i);_vendor_browser_svelte_internal_index.check_outros()}},i:function(e){if(!t){for(var n=0;n<r.length;n+=1)_vendor_browser_svelte_internal_index.transition_in(o[n]);t=!0}},o:function(e){o=o.filter(Boolean);for(var n=0;n<o.length;n+=1)_vendor_browser_svelte_internal_index.transition_out(o[n]);t=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_each(o,e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}function create_default_slot_1(e){var n,t;return n=new HouseTile({props:{variations:e[1],tooltipContent:e[9],jurisdictionCode:e[9].jurisdictionCode,content:1===e[0].length?\"AL\":e[9].jurisdictionCode,style:generateTileStyle(e[9],new _lib_browser_themes_elections_Theme.Theme(e[12][e[6]]),e[2]),isSwitch:e[9].isSwitch,isKeyRace:e[9].isKeyRace,externalClickHandler:e[3],candidateText:e[4]}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,r){_vendor_browser_svelte_internal_index.mount_component(n,e,r),t=!0},p:function(e,t){var r={};2&t&&(r.variations=e[1]),1&t&&(r.tooltipContent=e[9]),1&t&&(r.jurisdictionCode=e[9].jurisdictionCode),1&t&&(r.content=1===e[0].length?\"AL\":e[9].jurisdictionCode),4101&t&&(r.style=generateTileStyle(e[9],new _lib_browser_themes_elections_Theme.Theme(e[12][e[6]]),e[2])),1&t&&(r.isSwitch=e[9].isSwitch),1&t&&(r.isKeyRace=e[9].isKeyRace),8&t&&(r.externalClickHandler=e[3]),16&t&&(r.candidateText=e[4]),n.$set(r)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),t=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot(e){var n,t,r;return n=new _lib_sdk_browser__externalConfig_ContextProvider_svelte.ContextProvider({props:{configurables:[e[6]],root:{candidates:e[9].candidates,mode:e[2]},$$slots:{default:[create_default_slot_1,function(e){return{12:e.configContext}},function(e){return e.configContext?4096:0}]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment),t=_vendor_browser_svelte_internal_index.space()},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e),t=_vendor_browser_svelte_internal_index.claim_space(e)},m:function(e,o){_vendor_browser_svelte_internal_index.mount_component(n,e,o),_vendor_browser_svelte_internal_index.insert_hydration(e,t,o),r=!0},p:function(e,t){var r={};5&t&&(r.root={candidates:e[9].candidates,mode:e[2]}),12319&t&&(r.$$scope={dirty:t,ctx:e}),n.$set(r)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e),e&&_vendor_browser_svelte_internal_index.detach(t)}}}function create_each_block(e){var n,t,r;return t=new _lib_sdk_browser__externalConfig_ContextInjector_svelte.ContextInjector({props:{componentKey:injectJurisdictionCodeIntoComponentKey(e[5],null===(n=e[9])||void 0===n?void 0:n.jurisdictionCode),$$slots:{default:[create_default_slot]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(t.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(t.$$.fragment,e)},m:function(e,n){_vendor_browser_svelte_internal_index.mount_component(t,e,n),r=!0},p:function(e,n){var r,o={};33&n&&(o.componentKey=injectJurisdictionCodeIntoComponentKey(e[5],null===(r=e[9])||void 0===r?void 0:r.jurisdictionCode)),8223&n&&(o.$$scope={dirty:n,ctx:e}),t.$set(o)},i:function(e){r||(_vendor_browser_svelte_internal_index.transition_in(t.$$.fragment,e),r=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t.$$.fragment,e),r=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(t,e)}}}function create_fragment(e){var n,t,r=e[0].length>0&&create_if_block(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),r&&r.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var t=_vendor_browser_svelte_internal_index.children(n);r&&r.l(t),t.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"house-tiles-3lOSAn cnn-pcl-eu8ydm\")},m:function(e,o){_vendor_browser_svelte_internal_index.insert_hydration(e,n,o),r&&r.m(n,null),t=!0},p:function(e,t){var o=_slicedToArray(t,1)[0];e[0].length>0?r?(r.p(e,o),1&o&&_vendor_browser_svelte_internal_index.transition_in(r,1)):((r=create_if_block(e)).c(),_vendor_browser_svelte_internal_index.transition_in(r,1),r.m(n,null)):r&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(r,1,1,function(){r=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(r),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r),t=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),r&&r.d()}}}function instance(e,n,t){var r,o,i=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.configLayers.MAP_THEME,_=n.results,l=void 0===_?[]:_,a=n.variations,s=void 0===a?[]:a,c=n.mode,d=n.externalClickHandler,u=void 0===d?null:d,v=n.candidateText,f=void 0===v?\"Candidate\":v,b=_vendor_browser_svelte_internal_index.getContext(_lib_browser_common_constants_contextKeys.IDENTITY_CONTEXT_KEY);return _vendor_browser_svelte_internal_index.component_subscribe(e,b,function(e){return t(8,o=e)}),e.$$set=function(e){\"results\"in e&&t(0,l=e.results),\"variations\"in e&&t(1,s=e.variations),\"mode\"in e&&t(2,c=e.mode),\"externalClickHandler\"in e&&t(3,u=e.externalClickHandler),\"candidateText\"in e&&t(4,f=e.candidateText)},e.$$.update=function(){256&e.$$.dirty&&t(5,r=(null==o?void 0:o.componentKey)||\"defaultKey\")},[l,s,c,u,f,r,i,b,o]}var House_tiles=function(e){_inherits(t,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper(t);function t(e){var r;return _classCallCheck(this,t),r=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(r),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{results:0,variations:1,mode:2,externalClickHandler:3,candidateText:4},add_css),r}return t}(),HouseTiles=House_tiles;exports.HouseTile=HouseTile,exports.HouseTiles=HouseTiles;\\n}, {\"548\":548,\"610\":610,\"613\":613,\"628\":628,\"637\":637,\"639\":639,\"643\":643,\"681\":681,\"696\":696,\"706\":706,\"716\":716,\"719\":719,\"730\":730,\"1578\":1578,\"2290\":2290}];\\nwindow.modules[\"2339\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),_lib_browser_common_constants_componentVariations=require(637),_lib_browser_common_constants_painting=require(643),_vendor_browser_lodash_get=require(569),_lib_browser_common_helpers_cssvars=require(612),partyNameMap={DEM:\"DEMOCRATS\",REP:\"REPUBLICANS\",LIB:\"LIBERTARIANS\",GRN:\"GREEN PARTY\",IND:\"INDEPENDENTS\"};function getPaletteLabel(e,n){return 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_=_vendor_browser_svelte_internal_index.children(n);r=_vendor_browser_svelte_internal_index.claim_text(_,e[0]),_.forEach(_vendor_browser_svelte_internal_index.detach),i.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"cnn-pcl-5qkupf\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"header-container-k-E_Vi cnn-pcl-5qkupf\"),_vendor_browser_svelte_internal_index.toggle_class(t,\"hidden-title-J0xI3C\",e[1])},m:function(e,o){_vendor_browser_svelte_internal_index.insert_hydration(e,t,o),_vendor_browser_svelte_internal_index.append_hydration(t,n),_vendor_browser_svelte_internal_index.append_hydration(n,r)},p:function(e,n){var 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n,t,r,_,o=function(e,n){return 0===e[3]?0:1},i=[create_if_block_4,create_else_block],l=[];return n=o(e),t=l[n]=i[n](e),{c:function(){t.c(),r=_vendor_browser_svelte_internal_index.empty()},l:function(e){t.l(e),r=_vendor_browser_svelte_internal_index.empty()},m:function(e,t){l[n].m(e,t),_vendor_browser_svelte_internal_index.insert_hydration(e,r,t),_=!0},p:function(e,_){var a=n;(n=o(e))===a?l[n].p(e,_):(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(l[a],1,1,function(){l[a]=null}),_vendor_browser_svelte_internal_index.check_outros(),(t=l[n])?t.p(e,_):(t=l[n]=i[n](e)).c(),_vendor_browser_svelte_internal_index.transition_in(t,1),t.m(r.parentNode,r))},i:function(e){_||(_vendor_browser_svelte_internal_index.transition_in(t),_=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t),_=!1},d:function(e){l[n].d(e),e&&_vendor_browser_svelte_internal_index.detach(r)}}}function create_default_slot_9(e){var 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x=_vendor_browser_svelte_internal_index.children(o);i=_vendor_browser_svelte_internal_index.claim_text(x,c),x.forEach(_vendor_browser_svelte_internal_index.detach),l=_vendor_browser_svelte_internal_index.claim_space(u),v&&v.l(u),a=_vendor_browser_svelte_internal_index.claim_space(u),f&&f.l(u),u.forEach(_vendor_browser_svelte_internal_index.detach),s=_vendor_browser_svelte_internal_index.claim_space(d),b&&b.l(d),d.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(o,\"class\",\"name\"),_vendor_browser_svelte_internal_index.attr(o,\"data-testid\",\"candidate-name\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"cnn-pcl-310bxq\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-candidate-name-R5KKUj 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create_default_slot_3$1(e){var n,t,r,_=e[0].votePercentStr+\"\";return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"td\"),t=_vendor_browser_svelte_internal_index.text(_),r=_vendor_browser_svelte_internal_index.text(\"%\"),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TD\",{class:!0,\"data-testid\":!0});var o=_vendor_browser_svelte_internal_index.children(n);t=_vendor_browser_svelte_internal_index.claim_text(o,_),r=_vendor_browser_svelte_internal_index.claim_text(o,\"%\"),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-vote-percent-1X7T6A 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o=_vendor_browser_svelte_internal_index.children(t);r=_vendor_browser_svelte_internal_index.claim_element(o,\"SPAN\",{\"data-testid\":!0,style:!0,class:!0}),_vendor_browser_svelte_internal_index.children(r).forEach(_vendor_browser_svelte_internal_index.detach),o.forEach(_vendor_browser_svelte_internal_index.detach),_.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(r,\"data-testid\",\"votebar\"),_vendor_browser_svelte_internal_index.set_style(r,\"width\",e[0].votePercentStr?\"\".concat(e[0].votePercentStr,\"%\"):\"0\"),_vendor_browser_svelte_internal_index.attr(r,\"class\",\"cnn-pcl-310bxq\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"bar-graph-3ElJOk cnn-pcl-310bxq\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-bar-graph-Pj2xgD 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_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[17],$$slots:{default:[create_default_slot_1$2]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,r){_vendor_browser_svelte_internal_index.mount_component(n,e,r),t=!0},p:function(e,t){var r={};4194336&t&&(r.$$scope={dirty:t,ctx:e}),n.$set(r)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),t=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_default_slot_1$2(e){var n,t,r=\"\".concat(e[5].ahead.toLocaleString(\"en-US\"),\" 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create_default_slot$2(e){var n,t,r,_,o,i,l=e[0].voteStr+\"\",a=e[5].ahead&&0===e[3]&&create_if_block$2(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"td\"),t=_vendor_browser_svelte_internal_index.element(\"div\"),r=_vendor_browser_svelte_internal_index.element(\"span\"),_=_vendor_browser_svelte_internal_index.text(l),o=_vendor_browser_svelte_internal_index.space(),a&&a.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TD\",{class:!0});var i=_vendor_browser_svelte_internal_index.children(n);t=_vendor_browser_svelte_internal_index.claim_element(i,\"DIV\",{class:!0});var s=_vendor_browser_svelte_internal_index.children(t);r=_vendor_browser_svelte_internal_index.claim_element(s,\"SPAN\",{\"data-testid\":!0});var d=_vendor_browser_svelte_internal_index.children(r);_=_vendor_browser_svelte_internal_index.claim_text(d,l),d.forEach(_vendor_browser_svelte_internal_index.detach),o=_vendor_browser_svelte_internal_index.claim_space(s),a&&a.l(s),s.forEach(_vendor_browser_svelte_internal_index.detach),i.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(r,\"data-testid\",\"votes\"),_vendor_browser_svelte_internal_index.attr(t,\"class\",\"vote-count-1TX3KN cnn-pcl-310bxq\"),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"col-votes-37xqqZ 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create_fragment$2(e){var n,t,r,_,o,i,l,a,s,d,c,v;return t=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[9],$$slots:{default:[create_default_slot_10]},$$scope:{ctx:e}}}),_=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[10],$$slots:{default:[create_default_slot_4$1]},$$scope:{ctx:e}}}),i=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[13],$$slots:{default:[create_default_slot_3$1]},$$scope:{ctx:e}}}),a=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[11],$$slots:{default:[create_default_slot_2$2]},$$scope:{ctx:e}}}),d=new _lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte.FeatureFlag({props:{feature:e[12],$$slots:{default:[create_default_slot$2]},$$scope:{ctx:e}}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"tr\"),_vendor_browser_svelte_internal_index.create_component(t.$$.fragment),r=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(_.$$.fragment),o=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(i.$$.fragment),l=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(a.$$.fragment),s=_vendor_browser_svelte_internal_index.space(),_vendor_browser_svelte_internal_index.create_component(d.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"TR\",{style:!0,class:!0});var c=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(t.$$.fragment,c),r=_vendor_browser_svelte_internal_index.claim_space(c),_vendor_browser_svelte_internal_index.claim_component(_.$$.fragment,c),o=_vendor_browser_svelte_internal_index.claim_space(c),_vendor_browser_svelte_internal_index.claim_component(i.$$.fragment,c),l=_vendor_browser_svelte_internal_index.claim_space(c),_vendor_browser_svelte_internal_index.claim_component(a.$$.fragment,c),s=_vendor_browser_svelte_internal_index.claim_space(c),_vendor_browser_svelte_internal_index.claim_component(d.$$.fragment,c),c.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"style\",c=_lib_browser_common_helpers_cssvars.cssvars({partyColor:_lib_sdk_browser__externalConfig_configInterpreters_getColor_ts.getColor(e[0],e[1])})),_vendor_browser_svelte_internal_index.attr(n,\"class\",\"cnn-pcl-310bxq\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"first-2FZOl4\",0===e[3]),_vendor_browser_svelte_internal_index.toggle_class(n,\"last-1WWZ67\",e[4]===e[3]+1)},m:function(e,c){_vendor_browser_svelte_internal_index.insert_hydration(e,n,c),_vendor_browser_svelte_internal_index.mount_component(t,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,r),_vendor_browser_svelte_internal_index.mount_component(_,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,o),_vendor_browser_svelte_internal_index.mount_component(i,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,l),_vendor_browser_svelte_internal_index.mount_component(a,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,s),_vendor_browser_svelte_internal_index.mount_component(d,n,null),v=!0},p:function(e,r){var o=_slicedToArray$2(r,1)[0],l={};4194556&o&&(l.$$scope={dirty:o,ctx:e}),t.$set(l);var s={};4194715&o&&(s.$$scope={dirty:o,ctx:e}),_.$set(s);var f={};4194305&o&&(f.$$scope={dirty:o,ctx:e}),i.$set(f);var b={};4194305&o&&(b.$$scope={dirty:o,ctx:e}),a.$set(b);var u={};4194345&o&&(u.$$scope={dirty:o,ctx:e}),d.$set(u),(!v||3&o&&c!==(c=_lib_browser_common_helpers_cssvars.cssvars({partyColor:_lib_sdk_browser__externalConfig_configInterpreters_getColor_ts.getColor(e[0],e[1])})))&&_vendor_browser_svelte_internal_index.attr(n,\"style\",c),8&o&&_vendor_browser_svelte_internal_index.toggle_class(n,\"first-2FZOl4\",0===e[3]),24&o&&_vendor_browser_svelte_internal_index.toggle_class(n,\"last-1WWZ67\",e[4]===e[3]+1)},i:function(e){v||(_vendor_browser_svelte_internal_index.transition_in(t.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(_.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(i.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(a.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_in(d.$$.fragment,e),v=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(t.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(_.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(i.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(a.$$.fragment,e),_vendor_browser_svelte_internal_index.transition_out(d.$$.fragment,e),v=!1},d:function(e){e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(t),_vendor_browser_svelte_internal_index.destroy_component(_),_vendor_browser_svelte_internal_index.destroy_component(i),_vendor_browser_svelte_internal_index.destroy_component(a),_vendor_browser_svelte_internal_index.destroy_component(d)}}}function 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n=0;n<i.length;n+=1)_vendor_browser_svelte_internal_index.transition_out(i[n]);_vendor_browser_svelte_internal_index.transition_out(t.$$.fragment,e),_=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_each(i,e),e&&_vendor_browser_svelte_internal_index.detach(n),_vendor_browser_svelte_internal_index.destroy_component(t,e),e&&_vendor_browser_svelte_internal_index.detach(r)}}}function create_each_block(e){var n,t;return n=new _lib_sdk_browser__externalConfig_ContextProvider_svelte.ContextProvider({props:{configurables:[e[15]],root:{candidates:e[16].candidates},from:e[16].jurisdictionCode,$$slots:{default:[create_default_slot,function(e){return{19:e.configContext}},function(e){return e.configContext?524288:0}]},$$scope:{ctx:e}}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,r){_vendor_browser_svelte_internal_index.mount_component(n,e,r),t=!0},p:function(e,t){var r={};64&t&&(r.root={candidates:e[16].candidates}),64&t&&(r.from=e[16].jurisdictionCode),8913904&t&&(r.$$scope={dirty:t,ctx:e}),n.$set(r)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),t=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_fragment(e){var n,t,r=e[6].length>0&&create_if_block(e);return{c:function(){r&&r.c(),n=_vendor_browser_svelte_internal_index.empty()},l:function(e){r&&r.l(e),n=_vendor_browser_svelte_internal_index.empty()},m:function(e,_){r&&r.m(e,_),_vendor_browser_svelte_internal_index.insert_hydration(e,n,_),t=!0},p:function(e,t){var _=_slicedToArray(t,1)[0];e[6].length>0?r?(r.p(e,_),64&_&&_vendor_browser_svelte_internal_index.transition_in(r,1)):((r=create_if_block(e)).c(),_vendor_browser_svelte_internal_index.transition_in(r,1),r.m(n.parentNode,n)):r&&(_vendor_browser_svelte_internal_index.group_outros(),_vendor_browser_svelte_internal_index.transition_out(r,1,1,function(){r=null}),_vendor_browser_svelte_internal_index.check_outros())},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(r),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(r),t=!1},d:function(e){r&&r.d(e),e&&_vendor_browser_svelte_internal_index.detach(n)}}}var func=function(e,n){return e.jurisdictionCode-n.jurisdictionCode};function instance(e,n,t){var r=n.titleOverride,_=void 0===r?void 0:r,o=n.description,i=n.linkPattern,l=void 0===i?void 0:i,a=n.numberOfCandidates,s=void 0===a?2:a,d=n.resultsList,c=void 0===d?[]:d,v=n.stateSlug,f=n.runoffInformationalText,b=void 0===f?_lib_browser_common_constants_projectionTexts.RUNOFF_INFORMATIONAL_TEXT:f,u=n.candidateColumnText,x=n.districtColumnnText,p=n.pollInterval,w=void 0===p?10:p,m=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.DISTRICT_COLUMN,h=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.CANDIDATE_NAME_COLUMN,g=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.VOTES_BAR_COLUMN,$=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.VOTES_COLUMN,y=_lib_sdk_browser__externalConfig_featureFlags_constants_ts.features.VOTES_PERCENT_COLUMN,k=_lib_sdk_browser__externalConfig_configInterpreters_constants_ts.configLayers.ELECTION_THEME;return e.$$set=function(e){\"titleOverride\"in e&&t(2,_=e.titleOverride),\"description\"in e&&t(3,o=e.description),\"linkPattern\"in e&&t(4,l=e.linkPattern),\"numberOfCandidates\"in e&&t(5,s=e.numberOfCandidates),\"resultsList\"in e&&t(6,c=e.resultsList),\"stateSlug\"in e&&t(7,v=e.stateSlug),\"runoffInformationalText\"in e&&t(8,b=e.runoffInformationalText),\"candidateColumnText\"in e&&t(0,u=e.candidateColumnText),\"districtColumnnText\"in e&&t(1,x=e.districtColumnnText),\"pollInterval\"in e&&t(9,w=e.pollInterval)},e.$$.update=function(){3&e.$$.dirty&&(void 0===x&&t(1,x=\"District\"),void 0===u&&t(0,u=\"Leading candidate(s)\"))},[u,x,_,o,l,s,c,v,b,w,m,h,g,$,y,k]}var ResultsList=function(e){_inherits(t,_vendor_browser_svelte_internal_index.SvelteComponent);var n=_createSuper(t);function t(e){var r;return _classCallCheck(this,t),r=n.call(this),_vendor_browser_svelte_internal_index.init(_assertThisInitialized(r),e,instance,create_fragment,_vendor_browser_svelte_internal_index.safe_not_equal,{titleOverride:2,description:3,linkPattern:4,numberOfCandidates:5,resultsList:6,stateSlug:7,runoffInformationalText:8,candidateColumnText:0,districtColumnnText:1,pollInterval:9},add_css),r}return t}(),ResultsList$1=ResultsList;exports.ResultsList=ResultsList$1;\\n}, {\"548\":548,\"610\":610,\"612\":612,\"613\":613,\"614\":614,\"634\":634,\"644\":644,\"645\":645,\"646\":646,\"698\":698,\"699\":699,\"726\":726,\"755\":755,\"2277\":2277,\"2283\":2283}];\\nwindow.modules[\"2409\"] = [function(require,module,exports){\"use strict\";var _vendor_browser_svelte_internal_index=require(548),stateElectionMap_lib_browser=require(716),_lib_browser_common_helpers_cssvars=require(612),_vendor_browser_lodash_lodash=require(570),_lib_browser_common_helpers_componentVariations=require(684),coreResult_lib_browser=require(2290),_lib_browser_common_constants_componentVariations=require(637),_lib_sdk_browser__externalConfig_ContextProvider_svelte=require(610),_lib_sdk_browser__externalConfig_featureFlags_constants_ts=require(726),_lib_sdk_browser__externalConfig_featureFlags_FeatureFlag_svelte=require(755),_lib_browser_common_helpers_analytics_TrackedLink_svelte=require(673),_lib_sdk_browser__externalConfig_configInterpreters_constants_ts=require(613),_lib_sdk_browser__externalConfig_configInterpreters_getWinnerPartyColor_ts=require(752),houseTile_lib_browser=require(2334),_lib_browser_common_helpers_makeLinkFromPattern=require(698),_lib_browser_common_constants_projectionTexts=require(646);function checkHouseRacesForKeyRace(e){return!!Array.isArray(e)&&e.some(function(e){return e.isKeyRace})}function _arrayLikeToArray$1(e,n){(null==n||n>e.length)&&(n=e.length);for(var t=0,r=new Array(n);t<n;t++)r[t]=e[t];return r}function _arrayWithoutHoles(e){if(Array.isArray(e))return _arrayLikeToArray$1(e)}function _assertThisInitialized$1(e){if(void 0===e)throw new ReferenceError(\"this hasn\\'t been initialised - super() hasn\\'t been called\");return e}function _classCallCheck$1(e,n){if(!(e instanceof n))throw new TypeError(\"Cannot call a class as a function\")}function _getPrototypeOf$1(e){return(_getPrototypeOf$1=Object.setPrototypeOf?Object.getPrototypeOf:function(e){return e.__proto__||Object.getPrototypeOf(e)})(e)}function _inherits$1(e,n){if(\"function\"!=typeof n&&null!==n)throw new TypeError(\"Super expression must either be null or a function\");e.prototype=Object.create(n&&n.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),n&&_setPrototypeOf$1(e,n)}function _iterableToArray(e){if(\"undefined\"!=typeof Symbol&&null!=e[Symbol.iterator]||null!=e[\"@@iterator\"])return Array.from(e)}function _nonIterableSpread(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\\\\\\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}function _possibleConstructorReturn$1(e,n){return!n||\"object\"!==_typeof$1(n)&&\"function\"!=typeof n?_assertThisInitialized$1(e):n}function _setPrototypeOf$1(e,n){return(_setPrototypeOf$1=Object.setPrototypeOf||function(e,n){return e.__proto__=n,e})(e,n)}function _toConsumableArray(e){return _arrayWithoutHoles(e)||_iterableToArray(e)||_unsupportedIterableToArray$1(e)||_nonIterableSpread()}var _typeof$1=function(e){return e&&\"undefined\"!=typeof Symbol&&e.constructor===Symbol?\"symbol\":typeof e};function _unsupportedIterableToArray$1(e,n){if(e){if(\"string\"==typeof e)return _arrayLikeToArray$1(e,n);var t=Object.prototype.toString.call(e).slice(8,-1);return\"Object\"===t&&e.constructor&&(t=e.constructor.name),\"Map\"===t||\"Set\"===t?Array.from(t):\"Arguments\"===t||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(t)?_arrayLikeToArray$1(e,n):void 0}}function _isNativeReflectConstruct$1(){if(\"undefined\"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if(\"function\"==typeof Proxy)return!0;try{return Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],function(){})),!0}catch(e){return!1}}function _createSuper$1(e){var n=_isNativeReflectConstruct$1();return function(){var t,r=_getPrototypeOf$1(e);if(n){var o=_getPrototypeOf$1(this).constructor;t=Reflect.construct(r,arguments,o)}else t=r.apply(this,arguments);return _possibleConstructorReturn$1(this,t)}}function add_css(e){_vendor_browser_svelte_internal_index.append_styles(e,\"cnn-pcl-1a4cfl8\",\\'article.cnn-pcl-1a4cfl8.cnn-pcl-1a4cfl8{border:1px solid 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2px);margin-left:-1px;margin-top:-1px;border-top-left-radius:4px;border-top-right-radius:4px;position:absolute;top:0;left:0;background:var(--winnerPartyColor)}.cta-wrapper-1KjYeR.cnn-pcl-1a4cfl8.cnn-pcl-1a4cfl8{display:flex;justify-content:flex-end;margin-top:10px}@media screen and (max-width: 479px){.cta-wrapper-1KjYeR.cnn-pcl-1a4cfl8.cnn-pcl-1a4cfl8{justify-content:center}}.cta-wrapper-1KjYeR.cnn-pcl-1a4cfl8>a{text-decoration:none;border:1px solid #262626;border-radius:5px;color:#0c0c0c;padding:7px 28px;font-size:16px;font-family:cnn_sans_display, helveticaneue, Helvetica, Arial, Utkal, sans-serif;font-weight:400;margin-right:5px}.cta-wrapper-1KjYeR.cnn-pcl-1a4cfl8>a:last-of-type{margin-right:0}.results-suite-container-28sdat.cnn-pcl-1a4cfl8.cnn-pcl-1a4cfl8{margin:0px auto 40px auto}.results-suite-container-28sdat.centered-1S94jJ.cnn-pcl-1a4cfl8.cnn-pcl-1a4cfl8{max-width:1220px}.house-tiles-wrapper-3Qd2mY.cnn-pcl-1a4cfl8.cnn-pcl-1a4cfl8{padding:20px}\\')}function get_each_context(e,n,t){var r=e.slice();return r[42]=n[t],r}function create_if_block(e){var n,t,r,o,i=Array.isArray(e[9])&&e[9].length>0;t=new _lib_sdk_browser__externalConfig_ContextProvider_svelte.ContextProvider({props:{configurables:[e[28]],root:{candidates:e[7].candidates},features:[e[29],e[31]],$$slots:{default:[create_default_slot_1,function(e){return{45:e.featureFlagContext,46:e.configContext}},function(e){return[0,(e.featureFlagContext?16384:0)|(e.configContext?32768:0)]}]},$$scope:{ctx:e}}});var _=i&&create_if_block_1(e);return{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(t.$$.fragment),r=_vendor_browser_svelte_internal_index.space(),_&&_.c(),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0});var o=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(t.$$.fragment,o),r=_vendor_browser_svelte_internal_index.claim_space(o),_&&_.l(o),o.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"results-suite-container-28sdat cnn-pcl-1a4cfl8\"),_vendor_browser_svelte_internal_index.toggle_class(n,\"centered-1S94jJ\",e[24]),_vendor_browser_svelte_internal_index.toggle_class(n,\"stacked-qcczXo\",e[15])},m:function(e,i){_vendor_browser_svelte_internal_index.insert_hydration(e,n,i),_vendor_browser_svelte_internal_index.mount_component(t,n,null),_vendor_browser_svelte_internal_index.append_hydration(n,r),_&&_.m(n,null),o=!0},p:function(e,r){var 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create_else_block(e){var n,t;return n=new coreResult_lib_browser.CoreResultTable({props:{theme:e[46][e[28]],result:e[7],winnerPartyColor:_lib_sdk_browser__externalConfig_configInterpreters_getWinnerPartyColor_ts.getWinnerPartyColor(e[7],e[46][e[28]]),candidateText:e[11],candidateRowsToShow:e[10],runoffInformationalText:e[12],projectedWinnerText:e[13],hideDropdownTreatment:e[45][e[31]]}}),{c:function(){_vendor_browser_svelte_internal_index.create_component(n.$$.fragment)},l:function(e){_vendor_browser_svelte_internal_index.claim_component(n.$$.fragment,e)},m:function(e,r){_vendor_browser_svelte_internal_index.mount_component(n,e,r),t=!0},p:function(e,t){var r={};32768&t[1]&&(r.theme=e[46][e[28]]),128&t[0]&&(r.result=e[7]),128&t[0]|32768&t[1]&&(r.winnerPartyColor=_lib_sdk_browser__externalConfig_configInterpreters_getWinnerPartyColor_ts.getWinnerPartyColor(e[7],e[46][e[28]])),2048&t[0]&&(r.candidateText=e[11]),1024&t[0]&&(r.candidateRowsToShow=e[10]),4096&t[0]&&(r.runoffInformationalText=e[12]),8192&t[0]&&(r.projectedWinnerText=e[13]),16384&t[1]&&(r.hideDropdownTreatment=e[45][e[31]]),n.$set(r)},i:function(e){t||(_vendor_browser_svelte_internal_index.transition_in(n.$$.fragment,e),t=!0)},o:function(e){_vendor_browser_svelte_internal_index.transition_out(n.$$.fragment,e),t=!1},d:function(e){_vendor_browser_svelte_internal_index.destroy_component(n,e)}}}function create_if_block_3(e){var n,t,r;return t=new houseTile_lib_browser.HouseTiles({props:{results:e[8],mode:e[1],externalClickHandler:e[32],candidateText:e[11]}}),{c:function(){n=_vendor_browser_svelte_internal_index.element(\"div\"),_vendor_browser_svelte_internal_index.create_component(t.$$.fragment),this.h()},l:function(e){n=_vendor_browser_svelte_internal_index.claim_element(e,\"DIV\",{class:!0,style:!0});var r=_vendor_browser_svelte_internal_index.children(n);_vendor_browser_svelte_internal_index.claim_component(t.$$.fragment,r),r.forEach(_vendor_browser_svelte_internal_index.detach),this.h()},h:function(){_vendor_browser_svelte_internal_index.attr(n,\"class\",\"house-tiles-wrapper-3Qd2mY cnn-pcl-1a4cfl8\"),_vendor_browser_svelte_internal_index.attr(n,\"style\",_lib_browser_common_helpers_cssvars.cssvars({houseTilesGap:houseTilesGap}))},m:function(e,o){_vendor_browser_svelte_internal_index.insert_hydration(e,n,o),_vendor_browser_svelte_internal_index.mount_component(t,n,null),r=!0},p:function(e,n){var 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r=null!=arguments[t]?arguments[t]:{};t%2?ownKeys(Object(r),!0).forEach(function(t){(0,_defineProperty2.default)(e,t,r[t])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):ownKeys(Object(r)).forEach(function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))})}return e}var axios=require(2426),SDKError=require(2428);module.exports=function(e){e.prototype.register=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t){var r,a,n,o,i,s,c,p,d,u,l,h;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t&&\"object\"===(0,_typeof2.default)(t)){e.next=2;break}throw new SDKError(\"Missing data object\");case 2:if(this.validLength(t.email)){e.next=4;break}throw new SDKError(\"data.email field is required and should have the correct length\");case 4:if(this.validPassword(t.password)){e.next=6;break}throw new SDKError(\"data.password field is required and must satisfy policy\");case 6:if(t.legaldocs&&\"object\"===(0,_typeof2.default)(t.legaldocs)){e.next=8;break}throw new SDKError(\"data.legaldocs field is required\");case 8:return\"undefined\"!=typeof window&&(a=window.CNN&&window.CNN.contentModel,o=a&&a.canonicalUrl||(n=document.querySelector(\"link[rel=\\'canonical\\']\"))&&n.href||window.location.href,i=t.attributes||{},s=i.marketing_opt_in,c=i.marketing_affiliate_opt_in,r={component_type:\"form\",component_id:\"create_account\",traits:{brand:\"CNN\",source_id:a&&a.sourceId||void 0,error_code:null,canonical_url:o,source:t.source||document.referrer,marketing_opt_in:s,marketing_affiliate_opt_in:c,cms_id:a&&a.cmsId,page_type:a&&a.pageType,page_variant:a&&a.templateType}}),e.prev=9,p={identityRequests:[{identityType:this.api.identityType,principal:t.email.trim(),credential:t.password.trim()}]},e.next=13,axios.post(this.api.endpoints.identity,p,{headers:this.api.headers});case 13:return d=e.sent,p={emailAddress:t.email.trim(),apps:this.api.apps,legaldocs:t.legaldocs,attributes:{}},t.attributes&&(p.attributes[this.api.coreName]=_objectSpread({},t.attributes)),t.address&&(p.address=t.address),t.firstName&&(p.firstName=t.firstName),t.lastName&&(p.lastName=t.lastName),t.misc&&\"object\"===(0,_typeof2.default)(t.misc)&&(p.misc=t.misc),\"undefined\"!=typeof window&&(p.misc=_objectSpread(_objectSpread({},p.misc),{},{request_origin:window.location.origin})),u=_objectSpread({Authorization:d.data},this.api.headers),e.next=24,axios.post(this.api.endpoints.user,p,{headers:u});case 24:return l=e.sent,this.storeToken(l.data,t.rememberMe),e.next=28,this.accountInfo(d.data,\"register\");case 28:if(h=e.sent,this.storeUID(h.userProfileResponses[this.api.coreName].attributes[this.api.uuidName],t.rememberMe),\"undefined\"!=typeof window&&window.ZION_SDK){this.publishZionData(h.userProfileResponses[this.api.coreName].attributes[this.api.uuidName]);try{this.trackZionData(new window.ZION_SDK.GenericSubmit(_objectSpread(_objectSpread({},r),{},{traits:_objectSpread(_objectSpread({},r.traits),{},{cnn_uid:h.userProfileResponses[this.api.coreName].attributes[this.api.uuidName],http_response:\"success\"})})))}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e))}}return e.abrupt(\"return\",l.data);case 34:throw e.prev=34,e.t0=e.catch(9),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},r),{},{traits:_objectSpread(_objectSpread({},r.traits),{},{http_response:\"error\",error_code:e.t0.response&&e.t0.response.status||null})})),e.t0.response;case 38:case\"end\":return e.stop()}},e,this,[[9,34]])}));return function(t){return e.apply(this,arguments)}}(),e.prototype.googleSsoRegister=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t){var r,a,n,o,i;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 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window.ZION_SDK.GenericSubmit(_objectSpread(_objectSpread({},r),{},{traits:_objectSpread(_objectSpread({},r.traits),{},{http_response:\"success\"})})))}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e))}return a={apps:this.api.apps,legaldocs:t.legaldocs,attributes:{}},t.attributes&&(a.attributes[this.api.coreName]=t.attributes),t.address&&(a.address=t.address),o=_objectSpread({Authorization:n.data.authToken},this.api.headers),e.next=23,axios.post(this.api.endpoints.profile,a,{headers:o});case 23:return i=e.sent,this.storeUID(n.data.user.userProfileResponses[this.api.coreName].attributes[this.api.uuidName],t.rememberMe),e.abrupt(\"return\",{authToken:n.data.authToken,user:i.data});case 28:throw e.prev=28,e.t0=e.catch(9),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},r),{},{errMsg:e.t0,traits:_objectSpread(_objectSpread({},r.traits),{},{http_response:\"error\",error_code:e.t0.response&&e.t0.response.status||null})})),e.t0.response;case 32:case\"end\":return e.stop()}},e,this,[[9,28]])}));return function(t){return e.apply(this,arguments)}}(),e.prototype.signIn=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t,r){var a,n,o,i,s,c,p,d,u;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t&&\"object\"===(0,_typeof2.default)(t)){e.next=2;break}throw new SDKError(\"Missing data object\");case 2:if(this.validLength(t.email)||t.identityType){e.next=4;break}throw new SDKError(\"data.email field is required and should have the correct length\");case 4:if(t.identityType||this.validLength(t.password)){e.next=6;break}throw new SDKError(\"data.password field is required and should have the correct length\");case 6:return\"undefined\"!=typeof window&&(n=window.CNN&&window.CNN.contentModel,i=n&&n.canonicalUrl||(o=document.querySelector(\"link[rel=\\'canonical\\']\"))&&o.href||window.location.href,a={component_type:\"form\",component_id:\"log_in\",traits:{source:t.source||document.referrer,canonical_url:i,source_id:n&&n.sourceId||void 0,error_code:null,brand:\"CNN\",cms_id:n&&n.cmsId,page_type:n&&n.pageType,page_variant:n&&n.templateType}}),s=\"\",e.prev=8,c={principal:t.email.trim(),credential:t.password.trim(),identityType:t.identityType||this.api.identityType,apps:this.api.apps},e.next=12,axios.post(this.api.endpoints.login,c,{headers:this.api.headers});case 12:return p=e.sent,this.storeToken(p.data,t.rememberMe),e.prev=14,d=p.data,e.next=18,this.getPreAuthEntitlements(d,r);case 18:if(!(p.data.indexOf(this.api.authn)>-1)){e.next=26;break}return e.next=21,this.accountInfo(p.data,\"SignIn\");case 21:if(u=e.sent,s=u.userProfileResponses[this.api.coreName].attributes[this.api.uuidName]){if(\"undefined\"!=typeof window&&window.ZION_SDK)try{this.trackZionData(new window.ZION_SDK.GenericSubmit(_objectSpread(_objectSpread({},a),{},{traits:_objectSpread(_objectSpread({},a.traits),{},{cnn_uid:s,http_response:\"success\"})})))}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e))}this.storeUID(s,t.rememberMe)}e.next=27;break;case 26:this.removeUID();case 27:e.next=32;break;case 29:e.prev=29,e.t0=e.catch(14),console.log(\"DaltonSDK Error trying to store uid\");case 32:return e.abrupt(\"return\",p.data);case 35:throw e.prev=35,e.t1=e.catch(8),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},a),{},{traits:_objectSpread(_objectSpread({},a.traits),{},{cnn_uid:s,http_response:\"error\",error_code:e.t1.response&&e.t1.response.status||null})})),e.t1.response;case 39:case\"end\":return e.stop()}},e,this,[[8,35],[14,29]])}));return 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window&&(n=window.CNN&&window.CNN.contentModel,i=n&&n.canonicalUrl||(o=document.querySelector(\"link[rel=\\'canonical\\']\"))&&o.href||window.location.href,a={component_type:\"form\",component_id:\"log_in\",traits:{source:t.source||document.referrer,canonical_url:i,source_id:n&&n.sourceId||void 0,error_code:null,brand:\"CNN\",cms_id:n&&n.cmsId,page_type:n&&n.pageType,page_variant:n&&n.templateType}},t.identityType&&(a.traits.create_account_type=t.identityType)),s=\"\",e.prev=8,c={credential:t.password.trim(),identityType:t.identityType||this.api.identityType,apps:this.api.apps},t.email&&(c.principal=t.email.trim()),t.misc&&\"object\"===(0,_typeof2.default)(t.misc)&&(c.misc=t.misc),e.next=14,axios.post(this.api.endpoints.loginv2,c,{headers:this.api.headers});case 14:return p=e.sent,d=p.data.authToken,u=p.data.user,this.storeToken(d,t.rememberMe),e.prev=18,e.next=21,this.getPreAuthEntitlements(d,r);case 21:if(\"undefined\"!=typeof window)if(d.includes(this.api.authn)){if(s=u.userProfileResponses[this.api.coreName].attributes[this.api.uuidName]){if(window.ZION_SDK)try{this.trackZionData(new window.ZION_SDK.GenericSubmit(_objectSpread(_objectSpread({},a),{},{traits:_objectSpread(_objectSpread({},a.traits),{},{cnn_uid:s,http_response:\"success\"})})))}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e)),t.event_error=!0}this.storeUID(s,t.rememberMe)}}else this.removeUID();e.next=27;break;case 24:e.prev=24,e.t0=e.catch(18),console.log(\"DaltonSDK Error trying to store uid: \".concat(e.t0));case 27:return e.abrupt(\"return\",p.data);case 30:throw e.prev=30,e.t1=e.catch(8),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},a),{},{traits:_objectSpread(_objectSpread({},a.traits),{},{cnn_uid:s,http_response:\"error\",error_code:e.t1.response&&e.t1.response.status||null})})),e.t1.response;case 34:case\"end\":return e.stop()}},e,this,[[8,30],[18,24]])}));return function(t,r){return e.apply(this,arguments)}}(),e.prototype.logout=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t){var r,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof t&&0!==t.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:return e.prev=2,e.prev=3,r=this.getStoredUID(),a=_objectSpread({Authorization:t},this.api.headers),e.next=8,axios.post(this.api.endpoints.logout,null,{headers:a});case 8:r&&this.zionEventWrapper(\"UserLogout\",{cnn_uid:r,brand:\"CNN\",canonical_url:window.location.href}),e.next=13;break;case 11:e.prev=11,e.t0=e.catch(3);case 13:return this.removeToken(\"logout\"),this.removeUID(),e.abrupt(\"return\");case 18:throw e.prev=18,e.t1=e.catch(2),e.t1.response;case 21:case\"end\":return e.stop()}},e,this,[[2,18],[3,11]])}));return function(t){return e.apply(this,arguments)}}(),e.prototype.accountInfo=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t,r){var a,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof t&&0!==t.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:return e.prev=2,this.api.debugMode&&console.info(\"Account Info called by \".concat(r)),a=_objectSpread({Authorization:t},this.api.headers),e.next=7,axios.get(this.api.endpoints.user,{headers:a});case 7:return n=e.sent,e.abrupt(\"return\",n.data);case 11:throw e.prev=11,e.t0=e.catch(2),e.t0.response;case 14:case\"end\":return e.stop()}},e,this,[[2,11]])}));return function(t,r){return e.apply(this,arguments)}}(),e.prototype.updateAccount=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t,r){var a,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t&&\"object\"===(0,_typeof2.default)(t)){e.next=2;break}throw new SDKError(\"Missing data 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window&&(n=window.CNN&&window.CNN.contentModel,r={component_type:\"delete_account\",component_id:\"delete_account\",traits:{source_id:n&&n.sourceId||void 0,error_code:null,brand:\"CNN\",cms_id:n&&n.cmsId,page_type:n&&n.pageType,page_variant:n&&n.templateType}}),e.prev=4,a=this.getStoredUID(),o=_objectSpread({Authorization:t},this.api.headers),e.next=9,axios.delete(this.api.endpoints.delete,{headers:o});case 9:return this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},r),{},{traits:_objectSpread(_objectSpread({},r.traits),{},{http_response:\"success\",cnn_uid:a})})),this.removeToken(\"deleteAccount\"),this.removeUID(),e.abrupt(\"return\");case 15:throw e.prev=15,e.t0=e.catch(4),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},r),{},{traits:_objectSpread(_objectSpread({},r.traits),{},{http_response:\"error\",error_code:e.t0.response&&e.t0.response.status||null})})),e.t0.response;case 19:case\"end\":return e.stop()}},e,this,[[4,15]])}));return function(t){return e.apply(this,arguments)}}(),e.prototype.appleSsoRegister=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t){var r,a,n,o,i,s,c,p,d;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(t&&\"object\"===(0,_typeof2.default)(t)){e.next=2;break}throw new SDKError(\"Missing data object\");case 2:if(t.legaldocs&&\"object\"===(0,_typeof2.default)(t.legaldocs)){e.next=4;break}throw new SDKError(\"data.legaldocs field is required\");case 4:if(r=t.token&&t.token.trim()){e.next=7;break}throw new SDKError(\"data.token field is required\");case 7:return n=t.attributes||{},o=n.marketingOptIn,i=n.marketingAffiliateOptIn,\"undefined\"!=typeof window&&(a=this.getZionEventData({componentId:\"create_account\",componentType:\"form\",data:t,additionalTraits:{create_account_type:\"apple\",marketing_opt_in:o,marketing_affiliate_opt_in:i}})),s={appleIdToken:r,apps:this.api.apps},e.prev=10,t.misc&&\"object\"===(0,_typeof2.default)(t.misc)&&(s.misc=t.misc),e.next=14,axios.post(this.api.endpoints.appleSSO,s,{headers:this.api.headers});case 14:if(c=e.sent,this.storeToken(c.data.authToken),this.storeUID(c.data.user.userProfileResponses[this.api.coreName].attributes[this.api.uuidName],t.rememberMe),\"undefined\"!=typeof window&&window.ZION_SDK)try{this.trackZionData(new window.ZION_SDK.GenericSubmit(_objectSpread(_objectSpread({},a),{},{traits:_objectSpread(_objectSpread({},a.traits),{},{http_response:\"success\"})})))}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e))}return s={apps:this.api.apps,legaldocs:t.legaldocs,attributes:{}},t.attributes&&(s.attributes[this.api.coreName]=t.attributes),t.address&&(s.address=t.address),p=_objectSpread({Authorization:c.data.authToken},this.api.headers),e.next=24,axios.post(this.api.endpoints.profile,s,{headers:p});case 24:return d=e.sent,e.abrupt(\"return\",{authToken:c.data.authToken,user:d.data});case 28:throw e.prev=28,e.t0=e.catch(10),this.zionEventWrapper(\"GenericSubmit\",_objectSpread(_objectSpread({},a),{},{traits:_objectSpread(_objectSpread({},a.traits),{},{errMsg:e.t0,http_response:\"error\",error_code:e.t0.response&&e.t0.response.status||null})})),e.t0.response;case 32:case\"end\":return e.stop()}},e,this,[[10,28]])}));return function(t){return e.apply(this,arguments)}}()};\\n}, {\"10\":10,\"18\":18,\"19\":19,\"24\":24,\"25\":25,\"2426\":2426,\"2428\":2428}];\\nwindow.modules[\"2430\"] = [function(require,module,exports){\"use strict\";var _interopRequireDefault=require(10),_typeof2=_interopRequireDefault(require(18)),_regenerator=_interopRequireDefault(require(25)),_defineProperty2=_interopRequireDefault(require(19)),_asyncToGenerator2=_interopRequireDefault(require(24));function ownKeys(e,r){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);r&&(n=n.filter(function(r){return Object.getOwnPropertyDescriptor(e,r).enumerable})),t.push.apply(t,n)}return t}function _objectSpread(e){for(var r=1;r<arguments.length;r++){var t=null!=arguments[r]?arguments[r]:{};r%2?ownKeys(Object(t),!0).forEach(function(r){(0,_defineProperty2.default)(e,r,t[r])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(t)):ownKeys(Object(t)).forEach(function(r){Object.defineProperty(e,r,Object.getOwnPropertyDescriptor(t,r))})}return e}var axios=require(2426),SDKError=require(2428);module.exports=function(e){e.prototype.acceptedLegalDocs=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:return e.prev=2,t=_objectSpread({Authorization:r},this.api.headers),e.next=6,axios.get(this.api.endpoints.legaldocs,{headers:t});case 6:return n=e.sent,e.abrupt(\"return\",n.data);case 10:throw e.prev=10,e.t0=e.catch(2),e.t0.response;case 13:case\"end\":return e.stop()}},e,this,[[2,10]])}));return function(r){return e.apply(this,arguments)}}(),e.prototype.addLegalDoc=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=2;break}throw new SDKError(\"Missing data object\");case 2:if(\"string\"==typeof r.docName&&0!==r.docName.trim().length){e.next=4;break}throw new SDKError(\"data.docName field is required\");case 4:if(\"string\"==typeof r.version&&0!==r.version.trim().length){e.next=6;break}throw new SDKError(\"data.version field is required\");case 6:return e.prev=6,n=_objectSpread({Authorization:t},this.api.headers),e.next=10,axios.post(this.api.endpoints.legaldocs,r,{headers:n});case 10:return a=e.sent,e.abrupt(\"return\",a.data);case 14:throw e.prev=14,e.t0=e.catch(6),e.t0.response;case 17:case\"end\":return e.stop()}},e,this,[[6,14]])}));return function(r,t){return e.apply(this,arguments)}}(),e.prototype.unacceptedLegalDocs=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:return e.prev=2,t=_objectSpread({Authorization:r},this.api.headers),e.next=6,axios.get(this.api.endpoints.unacceptedLegaldocs,{headers:t});case 6:return n=e.sent,e.abrupt(\"return\",n.data);case 10:throw e.prev=10,e.t0=e.catch(2),e.t0.response;case 13:case\"end\":return e.stop()}},e,this,[[2,10]])}));return function(r){return e.apply(this,arguments)}}()};\\n}, {\"10\":10,\"18\":18,\"19\":19,\"24\":24,\"25\":25,\"2426\":2426,\"2428\":2428}];\\nwindow.modules[\"2431\"] = [function(require,module,exports){\"use strict\";var _interopRequireDefault=require(10),_regenerator=_interopRequireDefault(require(25)),_defineProperty2=_interopRequireDefault(require(19)),_typeof2=_interopRequireDefault(require(18)),_asyncToGenerator2=_interopRequireDefault(require(24));function ownKeys(e,r){var t=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);r&&(n=n.filter(function(r){return Object.getOwnPropertyDescriptor(e,r).enumerable})),t.push.apply(t,n)}return t}function _objectSpread(e){for(var r=1;r<arguments.length;r++){var t=null!=arguments[r]?arguments[r]:{};r%2?ownKeys(Object(t),!0).forEach(function(r){(0,_defineProperty2.default)(e,r,t[r])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(t)):ownKeys(Object(t)).forEach(function(r){Object.defineProperty(e,r,Object.getOwnPropertyDescriptor(t,r))})}return e}var axios=require(2426),SDKError=require(2428);module.exports=function(e){e.prototype.linkSSOAccount=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof t&&0!==t.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=4;break}throw new SDKError(\"Missing data object\");case 4:if(r.credential){e.next=6;break}throw new SDKError(\"data.credential is required\");case 6:if(r.identityType){e.next=8;break}throw new SDKError(\"data.identityType is required\");case 8:return e.prev=8,n={credential:r.credential,identityType:r.identityType},a=_objectSpread({Authorization:t},this.api.headers),r.misc&&\"object\"===(0,_typeof2.default)(r.misc)&&(n.misc=r.misc),e.next=14,axios.post(this.api.endpoints.identities,n,{headers:a});case 14:return e.abrupt(\"return\");case 17:throw e.prev=17,e.t0=e.catch(8),e.t0.response;case 20:case\"end\":return e.stop()}},e,this,[[8,17]])}));return function(r,t){return e.apply(this,arguments)}}(),e.prototype.getSSOIdentityTypes=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r){var t,n,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=2;break}throw new SDKError(\"Missing data object\");case 2:if(r.credential){e.next=4;break}throw new SDKError(\"data.credential is required\");case 4:if(r.identityType){e.next=6;break}throw new SDKError(\"data.identityType is required\");case 6:return e.prev=6,t={credential:r.credential,identityType:r.identityType},n=_objectSpread({},this.api.headers),e.next=11,axios.post(this.api.endpoints.identityTypes,t,{headers:n});case 11:return a=e.sent,e.abrupt(\"return\",a);case 15:throw e.prev=15,e.t0=e.catch(6),e.t0.response;case 18:case\"end\":return e.stop()}},e,this,[[6,15]])}));return function(r){return e.apply(this,arguments)}}(),e.prototype.getSSOIdentities=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,a,i;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof r&&0!==r.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:return e.prev=2,n=\"\",a=_objectSpread({Authorization:r},this.api.headers),t&&(n=\"?\".concat(new URLSearchParams(t).toString())),e.next=8,axios.get(\"\".concat(this.api.endpoints.identities).concat(n),{headers:a});case 8:return i=e.sent,e.abrupt(\"return\",i);case 12:throw e.prev=12,e.t0=e.catch(2),e.t0.response;case 15:case\"end\":return e.stop()}},e,this,[[2,12]])}));return function(r,t){return e.apply(this,arguments)}}(),e.prototype.deleteSSOIdentity=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(r,t){var n,a,i,o;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof t&&0!==t.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:if(r&&\"object\"===(0,_typeof2.default)(r)){e.next=4;break}throw new SDKError(\"Missing data object\");case 4:if(n=r.identityType,a=r.id,n){e.next=7;break}throw new SDKError(\"data.identityType is required\");case 7:if(a){e.next=9;break}throw new SDKError(\"data.id is required\");case 9:return e.prev=9,i=_objectSpread({Authorization:t},this.api.headers),e.next=13,axios.delete(\"\".concat(this.api.endpoints.identity,\"/\").concat(n,\"/\").concat(a),{headers:i});case 13:return o=e.sent,e.abrupt(\"return\",o);case 17:throw e.prev=17,e.t0=e.catch(9),e.t0.response;case 20:case\"end\":return e.stop()}},e,this,[[9,17]])}));return function(r,t){return e.apply(this,arguments)}}()};\\n}, {\"10\":10,\"18\":18,\"19\":19,\"24\":24,\"25\":25,\"2426\":2426,\"2428\":2428}];\\nwindow.modules[\"2432\"] = [function(require,module,exports){\"use strict\";var _interopRequireDefault=require(10),_regenerator=_interopRequireDefault(require(25)),_defineProperty2=_interopRequireDefault(require(19)),_asyncToGenerator2=_interopRequireDefault(require(24));function ownKeys(e,t){var r=Object.keys(e);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);t&&(o=o.filter(function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable})),r.push.apply(r,o)}return r}function _objectSpread(e){for(var t=1;t<arguments.length;t++){var r=null!=arguments[t]?arguments[t]:{};t%2?ownKeys(Object(r),!0).forEach(function(t){(0,_defineProperty2.default)(e,t,r[t])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):ownKeys(Object(r)).forEach(function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))})}return e}var axios=require(2426),base64url=require(2433),SDKError=require(2428);module.exports=function(e){e.prototype.__makeCookie=function(e,t,r){var o=this.api.cookie.base,n=r||this.api.cookie.name;window.location.hostname.startsWith(\"localhost\")&&\"production\"!==this.api.env&&(o=o.replace(\" secure;\",\"\"));var a=\"\";return t instanceof Date&&!Number.isNaN(Number(t))&&(a=\"expires=\".concat(t.toUTCString(),\";\")),\"\".concat(n,\"=\").concat(e,\"; \").concat(o,\" \").concat(a)},e.prototype.refreshAuthToken=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t,r,o){var n,a,c,s,i;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(\"string\"==typeof t&&0!==t.trim().length){e.next=2;break}throw new SDKError(\"accessToken field is required\");case 2:return e.prev=2,this.api.debugMode&&console.info(\"Account Info called by \".concat(o)),n=_objectSpread({Authorization:t},this.api.headers),e.next=7,axios.post(this.api.endpoints.refreshAuthToken,null,{headers:n});case 7:return a=e.sent,this.storeToken(a.data,r),e.prev=9,c=a.data,e.next=13,this.getPreAuthEntitlements(c,!1);case 13:if(!(a.data.indexOf(this.api.authn)>-1)){e.next=21;break}return e.next=16,this.accountInfo(a.data,\"refreshAuthToken\");case 16:s=e.sent,i=s.userProfileResponses[this.api.coreName].attributes[this.api.uuidName],this.storeUID(i,r),e.next=23;break;case 21:this.removeUID(),this.removeEncodedItem(\"preauthz\");case 23:e.next=28;break;case 25:e.prev=25,e.t0=e.catch(9),console.log(\"DaltonSDK Error trying to store uid after refresh token\");case 28:return e.abrupt(\"return\",a.data);case 31:throw e.prev=31,e.t1=e.catch(2),e.t1.response;case 34:case\"end\":return e.stop()}},e,this,[[2,31],[9,25]])}));return function(t,r,o){return e.apply(this,arguments)}}(),e.prototype.storeToken=function(e,t){try{if(\"undefined\"!=typeof window){var r=base64url(\"\".concat(this.api.cookie.version,\"|\").concat(e)),o=null;t&&(o=new Date).setDate(o.getDate()+t),window.document.cookie=this.__makeCookie(r,o),window.document.cookie=this.__makeCookie((new Date).toUTCString(),o,this.api.cookie.setDateName)}}catch(e){console.log(\"Could not set access token: \".concat(e.message))}},e.prototype.checkAndRefreshToken=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t){var r,o,n,a,c;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:if(r=this.api.cookie.refreshAfterDays,o=this.getToken(),n=o,!r||!o){e.next=23;break}if(e.prev=4,!(a=this.getTokenSetDate())){e.next=15;break}if((c=new Date(a)).setDate(c.getDate()+r),!(c<new Date)){e.next=13;break}return e.next=12,this.refreshAuthToken(o,t);case 12:n=e.sent;case 13:e.next=18;break;case 15:return e.next=17,this.refreshAuthToken(o,t);case 17:n=e.sent;case 18:e.next=23;break;case 20:e.prev=20,e.t0=e.catch(4),console.log(\"Could not check and refresh token: \".concat(e.t0.message));case 23:return e.abrupt(\"return\",n);case 24:case\"end\":return e.stop()}},e,this,[[4,20]])}));return function(t){return e.apply(this,arguments)}}(),e.prototype.getToken=function(e){var t=\"\";try{var r=new RegExp(\"(?:(?:^|.*;\\\\\\\\s*)\".concat(this.api.cookie.name,\"\\\\\\\\s*\\\\\\\\=\\\\\\\\s*([^;]*).*$)|^.*$\"));t=window.document.cookie.replace(r,\"$1\"),t=base64url.decode(t);var o=\"\".concat(this.api.cookie.version,\"|\");t.indexOf(o)>-1?(t=t.replace(o,\"\"),this.api.debugMode&&(console.log(\"access token replace called\"),console.log(\"AT - \".concat(t)))):(this.api.debugMode&&(console.info(\"Get token called by \".concat(e)),console.log(\"AT - \".concat(t)),console.log(\"Validity check for Version - \".concat(t.indexOf(o)))),t&&(this.removeToken(\"getToken\"),t=\"\"))}catch(e){console.log(\"Could not retrieve access token: \".concat(e.message))}return t},e.prototype.removeToken=function(e){try{var t;if(this.api.debugMode&&(console.log(\"removeToken called by \".concat(e)),console.log(\"You cookie version is - \".concat(this.api.cookie.version,\"|\"))),\"undefined\"!=typeof window){var r,o=window.CNN&&window.CNN.contentModel,n=o&&o.canonicalUrl||(r=document.querySelector(\"link[rel=\\'canonical\\']\"))&&r.href||window.location.href;t={component_type:\"button\",component_id:\"log_out\",traits:{source:document.referrer,canonical_url:n,source_id:o&&o.sourceId,error_code:null,brand:\"CNN\",cms_id:o&&o.cmsId,page_type:o&&o.pageType,page_variant:o&&o.templateType}}}var a=this.getStoredUID();try{a&&this.trackZionData(new window.ZION_SDK.GenericSubmit(_objectSpread(_objectSpread({},t),{},{traits:_objectSpread(_objectSpread({},t.traits),{},{cnn_uid:a,http_response:\"success\"})})))}catch(e){console.log(\"DaltonSDK Error: could not send event to Zion analytics: \".concat(e))}var c=new Date(\"Thu, 01 Jan 1970 00:00:00 GMT\");window.document.cookie=this.__makeCookie(\"\",c),window.document.cookie=this.__makeCookie(\"\",c,this.api.cookie.setDateName),this.removeEncodedItem(\"preauthz\"),this.clearPreferences()}catch(e){console.log(\"Could not delete access token: \".concat(e.message))}},e.prototype.tokenWithAuthn=function(){return this.getToken().indexOf(this.api.authn)>-1},e.prototype.getTokenSetDate=function(){var e=null;try{var t=new RegExp(\"(?:(?:^|.*;\\\\\\\\s*)\".concat(this.api.cookie.setDateName,\"\\\\\\\\s*\\\\\\\\=\\\\\\\\s*([^;]*).*$)|^.*$\")),r=window.document.cookie.replace(t,\"$1\");r&&(e=Date.parse(r))}catch(e){console.log(\"Could not retrieve set date: \".concat(e.message))}return e},e.prototype.getSbpToken=function(){var e=(0,_asyncToGenerator2.default)(_regenerator.default.mark(function e(t){var r,o,n,a;return _regenerator.default.wrap(function(e){for(;;)switch(e.prev=e.next){case 0:return r={success:!1,errorStatus:500,data:{}},e.prev=1,e.next=4,axios.post(this.api.endpoints.generateSbpToken,{},{headers:{Authorization:t}});case 4:o=e.sent,r={success:!0,errorStatus:void 0,data:o.data},e.next=12;break;case 8:e.prev=8,e.t0=e.catch(1),n=e.t0||{},a=n.response,r.errorStatus=a&&a.status||500;case 12:return e.abrupt(\"return\",r);case 13:case\"end\":return e.stop()}},e,this,[[1,8]])}));return function(t){return e.apply(this,arguments)}}()};\\n}, {\"10\":10,\"19\":19,\"24\":24,\"25\":25,\"2426\":2426,\"2428\":2428,\"2433\":2433}];\\nwindow.modules[\"2433\"] = [function(require,module,exports){module.exports=require(2508).default,module.exports.default=module.exports;\\n}, {\"2508\":2508}];\\nwindow.modules[\"2434\"] = [function(require,module,exports){\"use 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r.includeSeconds?f<5?n.formatDistance(\"lessThanXSeconds\",5,u):f<10?n.formatDistance(\"lessThanXSeconds\",10,u):f<20?n.formatDistance(\"lessThanXSeconds\",20,u):f<40?n.formatDistance(\"halfAMinute\",null,u):f<60?n.formatDistance(\"lessThanXMinutes\",1,u):n.formatDistance(\"xMinutes\",1,u):0===_?n.formatDistance(\"lessThanXMinutes\",1,u):n.formatDistance(\"xMinutes\",_,u);if(_<45)return n.formatDistance(\"xMinutes\",_,u);if(_<90)return n.formatDistance(\"aboutXHours\",1,u);if(_<MINUTES_IN_DAY){var l=Math.round(_/60);return n.formatDistance(\"aboutXHours\",l,u)}if(_<MINUTES_IN_ALMOST_TWO_DAYS)return n.formatDistance(\"xDays\",1,u);if(_<MINUTES_IN_MONTH){var c=Math.round(_/MINUTES_IN_DAY);return n.formatDistance(\"xDays\",c,u)}if(_<MINUTES_IN_TWO_MONTHS)return s=Math.round(_/MINUTES_IN_MONTH),n.formatDistance(\"aboutXMonths\",s,u);if((s=(0,_index2.default)(o,i))<12){var x=Math.round(_/MINUTES_IN_MONTH);return n.formatDistance(\"xMonths\",x,u)}var D=s%12,M=Math.floor(s/12);return D<3?n.formatDistance(\"aboutXYears\",M,u):D<9?n.formatDistance(\"overXYears\",M,u):n.formatDistance(\"almostXYears\",M+1,u)}module.exports=exports.default;\\n}, {\"2555\":2555,\"2558\":2558,\"2570\":2570,\"2571\":2571,\"2605\":2605,\"2629\":2629,\"2632\":2632,\"2664\":2664}];\\nwindow.modules[\"2666\"] = [function(require,module,exports){\"use strict\";Object.defineProperty(exports,\"__esModule\",{value:!0}),exports.default=formatDistanceStrict;var _index=_interopRequireDefault(require(2558)),_index2=_interopRequireDefault(require(2605)),_index3=_interopRequireDefault(require(2570)),_index4=_interopRequireDefault(require(2555)),_index5=_interopRequireDefault(require(2664)),_index6=_interopRequireDefault(require(2571));function _interopRequireDefault(e){return e&&e.__esModule?e:{default:e}}var MILLISECONDS_IN_MINUTE=6e4,MINUTES_IN_DAY=1440,MINUTES_IN_MONTH=30*MINUTES_IN_DAY,MINUTES_IN_YEAR=365*MINUTES_IN_DAY;function formatDistanceStrict(e,r){var t=arguments.length>2&&void 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ockwiseContourIntegral|NotNestedGreaterGreater|NotSquareSupersetEqual|DiacriticalDoubleAcute|NotRightTriangleEqual|NotSucceedsSlantEqual|NotPrecedesSlantEqual|CloseCurlyDoubleQuote|NegativeVeryThinSpace|DoubleContourIntegral|FilledVerySmallSquare|CapitalDifferentialD|OpenCurlyDoubleQuote|EmptyVerySmallSquare|NestedGreaterGreater|DoubleLongRightArrow|NotLeftTriangleEqual|NotGreaterSlantEqual|ReverseUpEquilibrium|DoubleLeftRightArrow|NotSquareSubsetEqual|NotDoubleVerticalBar|RightArrowLeftArrow|NotGreaterFullEqual|NotRightTriangleBar|SquareSupersetEqual|DownLeftRightVector|DoubleLongLeftArrow|leftrightsquigarrow|LeftArrowRightArrow|NegativeMediumSpace|blacktriangleright|RightDownVectorBar|PrecedesSlantEqual|RightDoubleBracket|SucceedsSlantEqual|NotLeftTriangleBar|RightTriangleEqual|SquareIntersection|RightDownTeeVector|ReverseEquilibrium|NegativeThickSpace|longleftrightarrow|Longleftrightarrow|LongLeftRightArrow|DownRightTeeVector|DownRightVectorBar|GreaterSlantEqual|SquareSubsetEqual|LeftDownVectorBar|LeftDoubleBracket|VerticalSeparator|rightleftharpoons|NotGreaterGreater|NotSquareSuperset|blacktriangleleft|blacktriangledown|NegativeThinSpace|LeftDownTeeVector|NotLessSlantEqual|leftrightharpoons|DoubleUpDownArrow|DoubleVerticalBar|LeftTriangleEqual|FilledSmallSquare|twoheadrightarrow|NotNestedLessLess|DownLeftTeeVector|DownLeftVectorBar|RightAngleBracket|NotTildeFullEqual|NotReverseElement|RightUpDownVector|DiacriticalTilde|NotSucceedsTilde|circlearrowright|NotPrecedesEqual|rightharpoondown|DoubleRightArrow|NotSucceedsEqual|NonBreakingSpace|NotRightTriangle|LessEqualGreater|RightUpTeeVector|LeftAngleBracket|GreaterFullEqual|DownArrowUpArrow|RightUpVectorBar|twoheadleftarrow|GreaterEqualLess|downharpoonright|RightTriangleBar|ntrianglerighteq|NotSupersetEqual|LeftUpDownVector|DiacriticalAcute|rightrightarrows|vartriangleright|UpArrowDownArrow|DiacriticalGrave|UnderParenthesis|EmptySmallSquare|LeftUpVectorBar|leftrightarrows|DownRightVector|downharpoonleft|trianglerighteq|ShortRightArrow|OverParenthesis|DoubleLeftArrow|DoubleDownArrow|NotSquareSubset|bigtriangledown|ntrianglelefteq|UpperRightArrow|curvearrowright|vartriangleleft|NotLeftTriangle|nleftrightarrow|LowerRightArrow|NotHumpDownHump|NotGreaterTilde|rightthreetimes|LeftUpTeeVector|NotGreaterEqual|straightepsilon|LeftTriangleBar|rightsquigarrow|ContourIntegral|rightleftarrows|CloseCurlyQuote|RightDownVector|LeftRightVector|nLeftrightarrow|leftharpoondown|circlearrowleft|SquareSuperset|OpenCurlyQuote|hookrightarrow|HorizontalLine|DiacriticalDot|NotLessGreater|ntriangleright|DoubleRightTee|InvisibleComma|InvisibleTimes|LowerLeftArrow|DownLeftVector|NotSubsetEqual|curvearrowleft|trianglelefteq|NotVerticalBar|TildeFullEqual|downdownarrows|NotGreaterLess|RightTeeVector|ZeroWidthSpace|looparrowright|LongRightArrow|doublebarwedge|ShortLeftArrow|ShortDownArrow|RightVectorBar|GreaterGreater|ReverseElement|rightharpoonup|LessSlantEqual|leftthreetimes|upharpoonright|rightarrowtail|LeftDownVector|Longrightarrow|NestedLessLess|UpperLeftArrow|nshortparallel|leftleftarrows|leftrightarrow|Leftrightarrow|LeftRightArrow|longrightarrow|upharpoonleft|RightArrowBar|ApplyFunction|LeftTeeVector|leftarrowtail|NotEqualTilde|varsubsetneqq|varsupsetneqq|RightTeeArrow|SucceedsEqual|SucceedsTilde|LeftVectorBar|SupersetEqual|hookleftarrow|DifferentialD|VerticalTilde|VeryThinSpace|blacktriangle|bigtriangleup|LessFullEqual|divideontimes|leftharpoonup|UpEquilibrium|ntriangleleft|RightTriangle|measuredangle|shortparallel|longleftarrow|Longleftarrow|LongLeftArrow|DoubleLeftTee|Poincareplane|PrecedesEqual|triangleright|DoubleUpArrow|RightUpVector|fallingdotseq|looparrowleft|PrecedesTilde|NotTildeEqual|NotTildeTilde|smallsetminus|Proportional|triangleleft|triangledown|UnderBracket|NotHumpEqual|exponentiale|ExponentialE|NotLessTilde|HilbertSpace|RightCeiling|blacklozenge|varsupsetneq|HumpDownHump|GreaterEqual|VerticalLine|LeftTeeArrow|NotLessEqual|DownTeeArrow|LeftTriangle|varsubsetneq|Intersection|NotCongruent|DownArrowBar|LeftUpVector|LeftArrowBar|risingdotseq|GreaterTilde|RoundImplies|SquareSubset|ShortUpArrow|NotSuperset|quaternions|precnapprox|backepsilon|preccurlyeq|OverBracket|blacksquare|MediumSpace|VerticalBar|circledcirc|circleddash|CircleMinus|CircleTimes|LessGreater|curlyeqprec|curlyeqsucc|diamondsuit|UpDownArrow|Updownarrow|RuleDelayed|Rrightarrow|updownarrow|RightVector|nRightarrow|nrightarrow|eqslantless|LeftCeiling|Equilibrium|SmallCircle|expectation|NotSucceeds|thickapprox|GreaterLess|SquareUnion|NotPrecedes|NotLessLess|straightphi|succnapprox|succcurlyeq|SubsetEqual|sqsupseteq|Proportion|Laplacetrf|ImaginaryI|supsetneqq|NotGreater|gtreqqless|NotElement|ThickSpace|TildeEqual|TildeTilde|Fouriertrf|rmoustache|EqualTilde|eqslantgtr|UnderBrace|LeftVector|UpArrowBar|nLeftarrow|nsubseteqq|subsetneqq|nsupseteqq|nleftarrow|succapprox|lessapprox|UpTeeArrow|upuparrows|curlywedge|lesseqqgtr|varepsilon|varnothing|RightFloor|complement|CirclePlus|sqsubseteq|Lleftarrow|circledast|RightArr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error\"),this.dictionary=r,this.write_in_progress=!1,this.init_done=!0},Zlib.prototype._setDictionary=function(){if(null!=this.dictionary){switch(this.err=exports.Z_OK,this.mode){case exports.DEFLATE:case exports.DEFLATERAW:this.err=zlib_deflate.deflateSetDictionary(this.strm,this.dictionary)}this.err!==exports.Z_OK&&this._error(\"Failed to set dictionary\")}},Zlib.prototype._reset=function(){switch(this.err=exports.Z_OK,this.mode){case exports.DEFLATE:case exports.DEFLATERAW:case exports.GZIP:this.err=zlib_deflate.deflateReset(this.strm);break;case exports.INFLATE:case exports.INFLATERAW:case exports.GUNZIP:this.err=zlib_inflate.inflateReset(this.strm)}this.err!==exports.Z_OK&&this._error(\"Failed to reset stream\")},exports.Zlib=Zlib;\\n\\n}).call(this)}).call(this,require(221),require(161).Buffer)}, {\"161\":161,\"221\":221,\"1983\":1983,\"3350\":3350,\"3351\":3351,\"3352\":3352,\"3353\":3353}];\\nwindow.modules[\"3350\"] = [function(require,module,exports){\"use strict\";function ZStream(){this.input=null,this.next_in=0,this.avail_in=0,this.total_in=0,this.output=null,this.next_out=0,this.avail_out=0,this.total_out=0,this.msg=\"\",this.state=null,this.data_type=2,this.adler=0}module.exports=ZStream;\\n}, {}];\\nwindow.modules[\"3351\"] = [function(require,module,exports){\"use strict\";module.exports={Z_NO_FLUSH:0,Z_PARTIAL_FLUSH:1,Z_SYNC_FLUSH:2,Z_FULL_FLUSH:3,Z_FINISH:4,Z_BLOCK:5,Z_TREES:6,Z_OK:0,Z_STREAM_END:1,Z_NEED_DICT:2,Z_ERRNO:-1,Z_STREAM_ERROR:-2,Z_DATA_ERROR:-3,Z_BUF_ERROR:-5,Z_NO_COMPRESSION:0,Z_BEST_SPEED:1,Z_BEST_COMPRESSION:9,Z_DEFAULT_COMPRESSION:-1,Z_FILTERED:1,Z_HUFFMAN_ONLY:2,Z_RLE:3,Z_FIXED:4,Z_DEFAULT_STRATEGY:0,Z_BINARY:0,Z_TEXT:1,Z_UNKNOWN:2,Z_DEFLATED:8};\\n}, {}];\\nwindow.modules[\"3352\"] = [function(require,module,exports){\"use strict\";var configuration_table,utils=require(3427),trees=require(3431),adler32=require(3428),crc32=require(3429),msg=require(3430),Z_NO_FLUSH=0,Z_PARTIAL_FLUSH=1,Z_FULL_FLUSH=3,Z_FINISH=4,Z_BLOCK=5,Z_OK=0,Z_STREAM_END=1,Z_STREAM_ERROR=-2,Z_DATA_ERROR=-3,Z_BUF_ERROR=-5,Z_DEFAULT_COMPRESSION=-1,Z_FILTERED=1,Z_HUFFMAN_ONLY=2,Z_RLE=3,Z_FIXED=4,Z_DEFAULT_STRATEGY=0,Z_UNKNOWN=2,Z_DEFLATED=8,MAX_MEM_LEVEL=9,MAX_WBITS=15,DEF_MEM_LEVEL=8,LENGTH_CODES=29,LITERALS=256,L_CODES=LITERALS+1+LENGTH_CODES,D_CODES=30,BL_CODES=19,HEAP_SIZE=2*L_CODES+1,MAX_BITS=15,MIN_MATCH=3,MAX_MATCH=258,MIN_LOOKAHEAD=MAX_MATCH+MIN_MATCH+1,PRESET_DICT=32,INIT_STATE=42,EXTRA_STATE=69,NAME_STATE=73,COMMENT_STATE=91,HCRC_STATE=103,BUSY_STATE=113,FINISH_STATE=666,BS_NEED_MORE=1,BS_BLOCK_DONE=2,BS_FINISH_STARTED=3,BS_FINISH_DONE=4,OS_CODE=3;function err(t,e){return t.msg=msg[e],e}function rank(t){return(t<<1)-(t>4?9:0)}function zero(t){for(var e=t.length;--e>=0;)t[e]=0}function flush_pending(t){var e=t.state,_=e.pending;_>t.avail_out&&(_=t.avail_out),0!==_&&(utils.arraySet(t.output,e.pending_buf,e.pending_out,_,t.next_out),t.next_out+=_,e.pending_out+=_,t.total_out+=_,t.avail_out-=_,e.pending-=_,0===e.pending&&(e.pending_out=0))}function flush_block_only(t,e){trees._tr_flush_block(t,t.block_start>=0?t.block_start:-1,t.strstart-t.block_start,e),t.block_start=t.strstart,flush_pending(t.strm)}function put_byte(t,e){t.pending_buf[t.pending++]=e}function putShortMSB(t,e){t.pending_buf[t.pending++]=e>>>8&255,t.pending_buf[t.pending++]=255&e}function read_buf(t,e,_,a){var s=t.avail_in;return s>a&&(s=a),0===s?0:(t.avail_in-=s,utils.arraySet(e,t.input,t.next_in,s,_),1===t.state.wrap?t.adler=adler32(t.adler,e,s,_):2===t.state.wrap&&(t.adler=crc32(t.adler,e,s,_)),t.next_in+=s,t.total_in+=s,s)}function longest_match(t,e){var _,a,s=t.max_chain_length,i=t.strstart,n=t.prev_length,r=t.nice_match,l=t.strstart>t.w_size-MIN_LOOKAHEAD?t.strstart-(t.w_size-MIN_LOOKAHEAD):0,h=t.window,o=t.w_mask,d=t.prev,u=t.strstart+MAX_MATCH,f=h[i+n-1],E=h[i+n];t.prev_length>=t.good_match&&(s>>=2),r>t.lookahead&&(r=t.lookahead);do{if(h[(_=e)+n]===E&&h[_+n-1]===f&&h[_]===h[i]&&h[++_]===h[i+1]){i+=2,_++;do{}while(h[++i]===h[++_]&&h[++i]===h[++_]&&h[++i]===h[++_]&&h[++i]===h[++_]&&h[++i]===h[++_]&&h[++i]===h[++_]&&h[++i]===h[++_]&&h[++i]===h[++_]&&i<u);if(a=MAX_MATCH-(u-i),i=u-MAX_MATCH,a>n){if(t.match_start=e,n=a,a>=r)break;f=h[i+n-1],E=h[i+n]}}}while((e=d[e&o])>l&&0!=--s);return n<=t.lookahead?n:t.lookahead}function fill_window(t){var e,_,a,s,i,n=t.w_size;do{if(s=t.window_size-t.lookahead-t.strstart,t.strstart>=n+(n-MIN_LOOKAHEAD)){utils.arraySet(t.window,t.window,n,n,0),t.match_start-=n,t.strstart-=n,t.block_start-=n,e=_=t.hash_size;do{a=t.head[--e],t.head[e]=a>=n?a-n:0}while(--_);e=_=n;do{a=t.prev[--e],t.prev[e]=a>=n?a-n:0}while(--_);s+=n}if(0===t.strm.avail_in)break;if(_=read_buf(t.strm,t.window,t.strstart+t.lookahead,s),t.lookahead+=_,t.lookahead+t.insert>=MIN_MATCH)for(i=t.strstart-t.insert,t.ins_h=t.window[i],t.ins_h=(t.ins_h<<t.hash_shift^t.window[i+1])&t.hash_mask;t.insert&&(t.ins_h=(t.ins_h<<t.hash_shift^t.window[i+MIN_MATCH-1])&t.hash_mask,t.prev[i&t.w_mask]=t.head[t.ins_h],t.head[t.ins_h]=i,i++,t.insert--,!(t.lookahead+t.insert<MIN_MATCH)););}while(t.lookahead<MIN_LOOKAHEAD&&0!==t.strm.avail_in)}function deflate_stored(t,e){var _=65535;for(_>t.pending_buf_size-5&&(_=t.pending_buf_size-5);;){if(t.lookahead<=1){if(fill_window(t),0===t.lookahead&&e===Z_NO_FLUSH)return BS_NEED_MORE;if(0===t.lookahead)break}t.strstart+=t.lookahead,t.lookahead=0;var a=t.block_start+_;if((0===t.strstart||t.strstart>=a)&&(t.lookahead=t.strstart-a,t.strstart=a,flush_block_only(t,!1),0===t.strm.avail_out))return BS_NEED_MORE;if(t.strstart-t.block_start>=t.w_size-MIN_LOOKAHEAD&&(flush_block_only(t,!1),0===t.strm.avail_out))return BS_NEED_MORE}return t.insert=0,e===Z_FINISH?(flush_block_only(t,!0),0===t.strm.avail_out?BS_FINISH_STARTED:BS_FINISH_DONE):(t.strstart>t.block_start&&(flush_block_only(t,!1),t.strm.avail_out),BS_NEED_MORE)}function deflate_fast(t,e){for(var _,a;;){if(t.lookahead<MIN_LOOKAHEAD){if(fill_window(t),t.lookahead<MIN_LOOKAHEAD&&e===Z_NO_FLUSH)return BS_NEED_MORE;if(0===t.lookahead)break}if(_=0,t.lookahead>=MIN_MATCH&&(t.ins_h=(t.ins_h<<t.hash_shift^t.window[t.strstart+MIN_MATCH-1])&t.hash_mask,_=t.prev[t.strstart&t.w_mask]=t.head[t.ins_h],t.head[t.ins_h]=t.strstart),0!==_&&t.strstart-_<=t.w_size-MIN_LOOKAHEAD&&(t.match_length=longest_match(t,_)),t.match_length>=MIN_MATCH)if(a=trees._tr_tally(t,t.strstart-t.match_start,t.match_length-MIN_MATCH),t.lookahead-=t.match_length,t.match_length<=t.max_lazy_match&&t.lookahead>=MIN_MATCH){t.match_length--;do{t.strstart++,t.ins_h=(t.ins_h<<t.hash_shift^t.window[t.strstart+MIN_MATCH-1])&t.hash_mask,_=t.prev[t.strstart&t.w_mask]=t.head[t.ins_h],t.head[t.ins_h]=t.strstart}while(0!=--t.match_length);t.strstart++}else t.strstart+=t.match_length,t.match_length=0,t.ins_h=t.window[t.strstart],t.ins_h=(t.ins_h<<t.hash_shift^t.window[t.strstart+1])&t.hash_mask;else a=trees._tr_tally(t,0,t.window[t.strstart]),t.lookahead--,t.strstart++;if(a&&(flush_block_only(t,!1),0===t.strm.avail_out))return BS_NEED_MORE}return t.insert=t.strstart<MIN_MATCH-1?t.strstart:MIN_MATCH-1,e===Z_FINISH?(flush_block_only(t,!0),0===t.strm.avail_out?BS_FINISH_STARTED:BS_FINISH_DONE):t.last_lit&&(flush_block_only(t,!1),0===t.strm.avail_out)?BS_NEED_MORE:BS_BLOCK_DONE}function deflate_slow(t,e){for(var _,a,s;;){if(t.lookahead<MIN_LOOKAHEAD){if(fill_window(t),t.lookahead<MIN_LOOKAHEAD&&e===Z_NO_FLUSH)return BS_NEED_MORE;if(0===t.lookahead)break}if(_=0,t.lookahead>=MIN_MATCH&&(t.ins_h=(t.ins_h<<t.hash_shift^t.window[t.strstart+MIN_MATCH-1])&t.hash_mask,_=t.prev[t.strstart&t.w_mask]=t.head[t.ins_h],t.head[t.ins_h]=t.strstart),t.prev_length=t.match_length,t.prev_match=t.match_start,t.match_length=MIN_MATCH-1,0!==_&&t.prev_length<t.max_lazy_match&&t.strstart-_<=t.w_size-MIN_LOOKAHEAD&&(t.match_length=longest_match(t,_),t.match_length<=5&&(t.strategy===Z_FILTERED||t.match_length===MIN_MATCH&&t.strstart-t.match_start>4096)&&(t.match_length=MIN_MATCH-1)),t.prev_length>=MIN_MATCH&&t.match_length<=t.prev_length){s=t.strstart+t.lookahead-MIN_MATCH,a=trees._tr_tally(t,t.strstart-1-t.prev_match,t.prev_length-MIN_MATCH),t.lookahead-=t.prev_length-1,t.prev_length-=2;do{++t.strstart<=s&&(t.ins_h=(t.ins_h<<t.hash_shift^t.window[t.strstart+MIN_MATCH-1])&t.hash_mask,_=t.prev[t.strstart&t.w_mask]=t.head[t.ins_h],t.head[t.ins_h]=t.strstart)}while(0!=--t.prev_length);if(t.match_available=0,t.match_length=MIN_MATCH-1,t.strstart++,a&&(flush_block_only(t,!1),0===t.strm.avail_out))return BS_NEED_MORE}else if(t.match_available){if((a=trees._tr_tally(t,0,t.window[t.strstart-1]))&&flush_block_only(t,!1),t.strstart++,t.lookahead--,0===t.strm.avail_out)return BS_NEED_MORE}else t.match_available=1,t.strstart++,t.lookahead--}return t.match_available&&(a=trees._tr_tally(t,0,t.window[t.strstart-1]),t.match_available=0),t.insert=t.strstart<MIN_MATCH-1?t.strstart:MIN_MATCH-1,e===Z_FINISH?(flush_block_only(t,!0),0===t.strm.avail_out?BS_FINISH_STARTED:BS_FINISH_DONE):t.last_lit&&(flush_block_only(t,!1),0===t.strm.avail_out)?BS_NEED_MORE:BS_BLOCK_DONE}function deflate_rle(t,e){for(var _,a,s,i,n=t.window;;){if(t.lookahead<=MAX_MATCH){if(fill_window(t),t.lookahead<=MAX_MATCH&&e===Z_NO_FLUSH)return BS_NEED_MORE;if(0===t.lookahead)break}if(t.match_length=0,t.lookahead>=MIN_MATCH&&t.strstart>0&&(a=n[s=t.strstart-1])===n[++s]&&a===n[++s]&&a===n[++s]){i=t.strstart+MAX_MATCH;do{}while(a===n[++s]&&a===n[++s]&&a===n[++s]&&a===n[++s]&&a===n[++s]&&a===n[++s]&&a===n[++s]&&a===n[++s]&&s<i);t.match_length=MAX_MATCH-(i-s),t.match_length>t.lookahead&&(t.match_length=t.lookahead)}if(t.match_length>=MIN_MATCH?(_=trees._tr_tally(t,1,t.match_length-MIN_MATCH),t.lookahead-=t.match_length,t.strstart+=t.match_length,t.match_length=0):(_=trees._tr_tally(t,0,t.window[t.strstart]),t.lookahead--,t.strstart++),_&&(flush_block_only(t,!1),0===t.strm.avail_out))return BS_NEED_MORE}return t.insert=0,e===Z_FINISH?(flush_block_only(t,!0),0===t.strm.avail_out?BS_FINISH_STARTED:BS_FINISH_DONE):t.last_lit&&(flush_block_only(t,!1),0===t.strm.avail_out)?BS_NEED_MORE:BS_BLOCK_DONE}function deflate_huff(t,e){for(var _;;){if(0===t.lookahead&&(fill_window(t),0===t.lookahead)){if(e===Z_NO_FLUSH)return BS_NEED_MORE;break}if(t.match_length=0,_=trees._tr_tally(t,0,t.window[t.strstart]),t.lookahead--,t.strstart++,_&&(flush_block_only(t,!1),0===t.strm.avail_out))return BS_NEED_MORE}return t.insert=0,e===Z_FINISH?(flush_block_only(t,!0),0===t.strm.avail_out?BS_FINISH_STARTED:BS_FINISH_DONE):t.last_lit&&(flush_block_only(t,!1),0===t.strm.avail_out)?BS_NEED_MORE:BS_BLOCK_DONE}function Config(t,e,_,a,s){this.good_length=t,this.max_lazy=e,this.nice_length=_,this.max_chain=a,this.func=s}function lm_init(t){t.window_size=2*t.w_size,zero(t.head),t.max_lazy_match=configuration_table[t.level].max_lazy,t.good_match=configuration_table[t.level].good_length,t.nice_match=configuration_table[t.level].nice_length,t.max_chain_length=configuration_table[t.level].max_chain,t.strstart=0,t.block_start=0,t.lookahead=0,t.insert=0,t.match_length=t.prev_length=MIN_MATCH-1,t.match_available=0,t.ins_h=0}function DeflateState(){this.strm=null,this.status=0,this.pending_buf=null,this.pending_buf_size=0,this.pending_out=0,this.pending=0,this.wrap=0,this.gzhead=null,this.gzindex=0,this.method=Z_DEFLATED,this.last_flush=-1,this.w_size=0,this.w_bits=0,this.w_mask=0,this.window=null,this.window_size=0,this.prev=null,this.head=null,this.ins_h=0,this.hash_size=0,this.hash_bits=0,this.hash_mask=0,this.hash_shift=0,this.block_start=0,this.match_length=0,this.prev_match=0,this.match_available=0,this.strstart=0,this.match_start=0,this.lookahead=0,this.prev_length=0,this.max_chain_length=0,this.max_lazy_match=0,this.level=0,this.strategy=0,this.good_match=0,this.nice_match=0,this.dyn_ltree=new utils.Buf16(2*HEAP_SIZE),this.dyn_dtree=new utils.Buf16(2*(2*D_CODES+1)),this.bl_tree=new utils.Buf16(2*(2*BL_CODES+1)),zero(this.dyn_ltree),zero(this.dyn_dtree),zero(this.bl_tree),this.l_desc=null,this.d_desc=null,this.bl_desc=null,this.bl_count=new utils.Buf16(MAX_BITS+1),this.heap=new utils.Buf16(2*L_CODES+1),zero(this.heap),this.heap_len=0,this.heap_max=0,this.depth=new utils.Buf16(2*L_CODES+1),zero(this.depth),this.l_buf=0,this.lit_bufsize=0,this.last_lit=0,this.d_buf=0,this.opt_len=0,this.static_len=0,this.matches=0,this.insert=0,this.bi_buf=0,this.bi_valid=0}function deflateResetKeep(t){var e;return t&&t.state?(t.total_in=t.total_out=0,t.data_type=Z_UNKNOWN,(e=t.state).pending=0,e.pending_out=0,e.wrap<0&&(e.wrap=-e.wrap),e.status=e.wrap?INIT_STATE:BUSY_STATE,t.adler=2===e.wrap?0:1,e.last_flush=Z_NO_FLUSH,trees._tr_init(e),Z_OK):err(t,Z_STREAM_ERROR)}function deflateReset(t){var e=deflateResetKeep(t);return e===Z_OK&&lm_init(t.state),e}function deflateSetHeader(t,e){return t&&t.state?2!==t.state.wrap?Z_STREAM_ERROR:(t.state.gzhead=e,Z_OK):Z_STREAM_ERROR}function deflateInit2(t,e,_,a,s,i){if(!t)return Z_STREAM_ERROR;var n=1;if(e===Z_DEFAULT_COMPRESSION&&(e=6),a<0?(n=0,a=-a):a>15&&(n=2,a-=16),s<1||s>MAX_MEM_LEVEL||_!==Z_DEFLATED||a<8||a>15||e<0||e>9||i<0||i>Z_FIXED)return err(t,Z_STREAM_ERROR);8===a&&(a=9);var r=new DeflateState;return t.state=r,r.strm=t,r.wrap=n,r.gzhead=null,r.w_bits=a,r.w_size=1<<r.w_bits,r.w_mask=r.w_size-1,r.hash_bits=s+7,r.hash_size=1<<r.hash_bits,r.hash_mask=r.hash_size-1,r.hash_shift=~~((r.hash_bits+MIN_MATCH-1)/MIN_MATCH),r.window=new utils.Buf8(2*r.w_size),r.head=new utils.Buf16(r.hash_size),r.prev=new utils.Buf16(r.w_size),r.lit_bufsize=1<<s+6,r.pending_buf_size=4*r.lit_bufsize,r.pending_buf=new utils.Buf8(r.pending_buf_size),r.d_buf=1*r.lit_bufsize,r.l_buf=3*r.lit_bufsize,r.level=e,r.strategy=i,r.method=_,deflateReset(t)}function deflateInit(t,e){return deflateInit2(t,e,Z_DEFLATED,MAX_WBITS,DEF_MEM_LEVEL,Z_DEFAULT_STRATEGY)}function deflate(t,e){var _,a,s,i;if(!t||!t.state||e>Z_BLOCK||e<0)return t?err(t,Z_STREAM_ERROR):Z_STREAM_ERROR;if(a=t.state,!t.output||!t.input&&0!==t.avail_in||a.status===FINISH_STATE&&e!==Z_FINISH)return err(t,0===t.avail_out?Z_BUF_ERROR:Z_STREAM_ERROR);if(a.strm=t,_=a.last_flush,a.last_flush=e,a.status===INIT_STATE)if(2===a.wrap)t.adler=0,put_byte(a,31),put_byte(a,139),put_byte(a,8),a.gzhead?(put_byte(a,(a.gzhead.text?1:0)+(a.gzhead.hcrc?2:0)+(a.gzhead.extra?4:0)+(a.gzhead.name?8:0)+(a.gzhead.comment?16:0)),put_byte(a,255&a.gzhead.time),put_byte(a,a.gzhead.time>>8&255),put_byte(a,a.gzhead.time>>16&255),put_byte(a,a.gzhead.time>>24&255),put_byte(a,9===a.level?2:a.strategy>=Z_HUFFMAN_ONLY||a.level<2?4:0),put_byte(a,255&a.gzhead.os),a.gzhead.extra&&a.gzhead.extra.length&&(put_byte(a,255&a.gzhead.extra.length),put_byte(a,a.gzhead.extra.length>>8&255)),a.gzhead.hcrc&&(t.adler=crc32(t.adler,a.pending_buf,a.pending,0)),a.gzindex=0,a.status=EXTRA_STATE):(put_byte(a,0),put_byte(a,0),put_byte(a,0),put_byte(a,0),put_byte(a,0),put_byte(a,9===a.level?2:a.strategy>=Z_HUFFMAN_ONLY||a.level<2?4:0),put_byte(a,OS_CODE),a.status=BUSY_STATE);else{var n=Z_DEFLATED+(a.w_bits-8<<4)<<8;n|=(a.strategy>=Z_HUFFMAN_ONLY||a.level<2?0:a.level<6?1:6===a.level?2:3)<<6,0!==a.strstart&&(n|=PRESET_DICT),n+=31-n%31,a.status=BUSY_STATE,putShortMSB(a,n),0!==a.strstart&&(putShortMSB(a,t.adler>>>16),putShortMSB(a,65535&t.adler)),t.adler=1}if(a.status===EXTRA_STATE)if(a.gzhead.extra){for(s=a.pending;a.gzindex<(65535&a.gzhead.extra.length)&&(a.pending!==a.pending_buf_size||(a.gzhead.hcrc&&a.pending>s&&(t.adler=crc32(t.adler,a.pending_buf,a.pending-s,s)),flush_pending(t),s=a.pending,a.pending!==a.pending_buf_size));)put_byte(a,255&a.gzhead.extra[a.gzindex]),a.gzindex++;a.gzhead.hcrc&&a.pending>s&&(t.adler=crc32(t.adler,a.pending_buf,a.pending-s,s)),a.gzindex===a.gzhead.extra.length&&(a.gzindex=0,a.status=NAME_STATE)}else a.status=NAME_STATE;if(a.status===NAME_STATE)if(a.gzhead.name){s=a.pending;do{if(a.pending===a.pending_buf_size&&(a.gzhead.hcrc&&a.pending>s&&(t.adler=crc32(t.adler,a.pending_buf,a.pending-s,s)),flush_pending(t),s=a.pending,a.pending===a.pending_buf_size)){i=1;break}i=a.gzindex<a.gzhead.name.length?255&a.gzhead.name.charCodeAt(a.gzindex++):0,put_byte(a,i)}while(0!==i);a.gzhead.hcrc&&a.pending>s&&(t.adler=crc32(t.adler,a.pending_buf,a.pending-s,s)),0===i&&(a.gzindex=0,a.status=COMMENT_STATE)}else a.status=COMMENT_STATE;if(a.status===COMMENT_STATE)if(a.gzhead.comment){s=a.pending;do{if(a.pending===a.pending_buf_size&&(a.gzhead.hcrc&&a.pending>s&&(t.adler=crc32(t.adler,a.pending_buf,a.pending-s,s)),flush_pending(t),s=a.pending,a.pending===a.pending_buf_size)){i=1;break}i=a.gzindex<a.gzhead.comment.length?255&a.gzhead.comment.charCodeAt(a.gzindex++):0,put_byte(a,i)}while(0!==i);a.gzhead.hcrc&&a.pending>s&&(t.adler=crc32(t.adler,a.pending_buf,a.pending-s,s)),0===i&&(a.status=HCRC_STATE)}else a.status=HCRC_STATE;if(a.status===HCRC_STATE&&(a.gzhead.hcrc?(a.pending+2>a.pending_buf_size&&flush_pending(t),a.pending+2<=a.pending_buf_size&&(put_byte(a,255&t.adler),put_byte(a,t.adler>>8&255),t.adler=0,a.status=BUSY_STATE)):a.status=BUSY_STATE),0!==a.pending){if(flush_pending(t),0===t.avail_out)return a.last_flush=-1,Z_OK}else if(0===t.avail_in&&rank(e)<=rank(_)&&e!==Z_FINISH)return err(t,Z_BUF_ERROR);if(a.status===FINISH_STATE&&0!==t.avail_in)return err(t,Z_BUF_ERROR);if(0!==t.avail_in||0!==a.lookahead||e!==Z_NO_FLUSH&&a.status!==FINISH_STATE){var r=a.strategy===Z_HUFFMAN_ONLY?deflate_huff(a,e):a.strategy===Z_RLE?deflate_rle(a,e):configuration_table[a.level].func(a,e);if(r!==BS_FINISH_STARTED&&r!==BS_FINISH_DONE||(a.status=FINISH_STATE),r===BS_NEED_MORE||r===BS_FINISH_STARTED)return 0===t.avail_out&&(a.last_flush=-1),Z_OK;if(r===BS_BLOCK_DONE&&(e===Z_PARTIAL_FLUSH?trees._tr_align(a):e!==Z_BLOCK&&(trees._tr_stored_block(a,0,0,!1),e===Z_FULL_FLUSH&&(zero(a.head),0===a.lookahead&&(a.strstart=0,a.block_start=0,a.insert=0))),flush_pending(t),0===t.avail_out))return a.last_flush=-1,Z_OK}return e!==Z_FINISH?Z_OK:a.wrap<=0?Z_STREAM_END:(2===a.wrap?(put_byte(a,255&t.adler),put_byte(a,t.adler>>8&255),put_byte(a,t.adler>>16&255),put_byte(a,t.adler>>24&255),put_byte(a,255&t.total_in),put_byte(a,t.total_in>>8&255),put_byte(a,t.total_in>>16&255),put_byte(a,t.total_in>>24&255)):(putShortMSB(a,t.adler>>>16),putShortMSB(a,65535&t.adler)),flush_pending(t),a.wrap>0&&(a.wrap=-a.wrap),0!==a.pending?Z_OK:Z_STREAM_END)}function deflateEnd(t){var e;return t&&t.state?(e=t.state.status)!==INIT_STATE&&e!==EXTRA_STATE&&e!==NAME_STATE&&e!==COMMENT_STATE&&e!==HCRC_STATE&&e!==BUSY_STATE&&e!==FINISH_STATE?err(t,Z_STREAM_ERROR):(t.state=null,e===BUSY_STATE?err(t,Z_DATA_ERROR):Z_OK):Z_STREAM_ERROR}function deflateSetDictionary(t,e){var _,a,s,i,n,r,l,h,o=e.length;if(!t||!t.state)return Z_STREAM_ERROR;if(2===(i=(_=t.state).wrap)||1===i&&_.status!==INIT_STATE||_.lookahead)return Z_STREAM_ERROR;for(1===i&&(t.adler=adler32(t.adler,e,o,0)),_.wrap=0,o>=_.w_size&&(0===i&&(zero(_.head),_.strstart=0,_.block_start=0,_.insert=0),h=new utils.Buf8(_.w_size),utils.arraySet(h,e,o-_.w_size,_.w_size,0),e=h,o=_.w_size),n=t.avail_in,r=t.next_in,l=t.input,t.avail_in=o,t.next_in=0,t.input=e,fill_window(_);_.lookahead>=MIN_MATCH;){a=_.strstart,s=_.lookahead-(MIN_MATCH-1);do{_.ins_h=(_.ins_h<<_.hash_shift^_.window[a+MIN_MATCH-1])&_.hash_mask,_.prev[a&_.w_mask]=_.head[_.ins_h],_.head[_.ins_h]=a,a++}while(--s);_.strstart=a,_.lookahead=MIN_MATCH-1,fill_window(_)}return _.strstart+=_.lookahead,_.block_start=_.strstart,_.insert=_.lookahead,_.lookahead=0,_.match_length=_.prev_length=MIN_MATCH-1,_.match_available=0,t.next_in=r,t.input=l,t.avail_in=n,_.wrap=i,Z_OK}configuration_table=[new Config(0,0,0,0,deflate_stored),new Config(4,4,8,4,deflate_fast),new Config(4,5,16,8,deflate_fast),new Config(4,6,32,32,deflate_fast),new Config(4,4,16,16,deflate_slow),new Config(8,16,32,32,deflate_slow),new Config(8,16,128,128,deflate_slow),new Config(8,32,128,256,deflate_slow),new Config(32,128,258,1024,deflate_slow),new Config(32,258,258,4096,deflate_slow)],exports.deflateInit=deflateInit,exports.deflateInit2=deflateInit2,exports.deflateReset=deflateReset,exports.deflateResetKeep=deflateResetKeep,exports.deflateSetHeader=deflateSetHeader,exports.deflate=deflate,exports.deflateEnd=deflateEnd,exports.deflateSetDictionary=deflateSetDictionary,exports.deflateInfo=\"pako deflate (from Nodeca project)\";\\n}, {\"3427\":3427,\"3428\":3428,\"3429\":3429,\"3430\":3430,\"3431\":3431}];\\nwindow.modules[\"3353\"] = [function(require,module,exports){\"use strict\";var utils=require(3427),adler32=require(3428),crc32=require(3429),inflate_fast=require(3432),inflate_table=require(3433),CODES=0,LENS=1,DISTS=2,Z_FINISH=4,Z_BLOCK=5,Z_TREES=6,Z_OK=0,Z_STREAM_END=1,Z_NEED_DICT=2,Z_STREAM_ERROR=-2,Z_DATA_ERROR=-3,Z_MEM_ERROR=-4,Z_BUF_ERROR=-5,Z_DEFLATED=8,HEAD=1,FLAGS=2,TIME=3,OS=4,EXLEN=5,EXTRA=6,NAME=7,COMMENT=8,HCRC=9,DICTID=10,DICT=11,TYPE=12,TYPEDO=13,STORED=14,COPY_=15,COPY=16,TABLE=17,LENLENS=18,CODELENS=19,LEN_=20,LEN=21,LENEXT=22,DIST=23,DISTEXT=24,MATCH=25,LIT=26,CHECK=27,LENGTH=28,DONE=29,BAD=30,MEM=31,SYNC=32,ENOUGH_LENS=852,ENOUGH_DISTS=592,MAX_WBITS=15,DEF_WBITS=MAX_WBITS;function zswap32(e){return(e>>>24&255)+(e>>>8&65280)+((65280&e)<<8)+((255&e)<<24)}function InflateState(){this.mode=0,this.last=!1,this.wrap=0,this.havedict=!1,this.flags=0,this.dmax=0,this.check=0,this.total=0,this.head=null,this.wbits=0,this.wsize=0,this.whave=0,this.wnext=0,this.window=null,this.hold=0,this.bits=0,this.length=0,this.offset=0,this.extra=0,this.lencode=null,this.distcode=null,this.lenbits=0,this.distbits=0,this.ncode=0,this.nlen=0,this.ndist=0,this.have=0,this.next=null,this.lens=new utils.Buf16(320),this.work=new utils.Buf16(288),this.lendyn=null,this.distdyn=null,this.sane=0,this.back=0,this.was=0}function inflateResetKeep(e){var t;return e&&e.state?(t=e.state,e.total_in=e.total_out=t.total=0,e.msg=\"\",t.wrap&&(e.adler=1&t.wrap),t.mode=HEAD,t.last=0,t.havedict=0,t.dmax=32768,t.head=null,t.hold=0,t.bits=0,t.lencode=t.lendyn=new utils.Buf32(ENOUGH_LENS),t.distcode=t.distdyn=new utils.Buf32(ENOUGH_DISTS),t.sane=1,t.back=-1,Z_OK):Z_STREAM_ERROR}function inflateReset(e){var t;return e&&e.state?((t=e.state).wsize=0,t.whave=0,t.wnext=0,inflateResetKeep(e)):Z_STREAM_ERROR}function inflateReset2(e,t){var a,i;return e&&e.state?(i=e.state,t<0?(a=0,t=-t):(a=1+(t>>4),t<48&&(t&=15)),t&&(t<8||t>15)?Z_STREAM_ERROR:(null!==i.window&&i.wbits!==t&&(i.window=null),i.wrap=a,i.wbits=t,inflateReset(e))):Z_STREAM_ERROR}function inflateInit2(e,t){var a,i;return e?(i=new InflateState,e.state=i,i.window=null,(a=inflateReset2(e,t))!==Z_OK&&(e.state=null),a):Z_STREAM_ERROR}function inflateInit(e){return inflateInit2(e,DEF_WBITS)}var lenfix,distfix,virgin=!0;function fixedtables(e){if(virgin){var t;for(lenfix=new utils.Buf32(512),distfix=new utils.Buf32(32),t=0;t<144;)e.lens[t++]=8;for(;t<256;)e.lens[t++]=9;for(;t<280;)e.lens[t++]=7;for(;t<288;)e.lens[t++]=8;for(inflate_table(LENS,e.lens,0,288,lenfix,0,e.work,{bits:9}),t=0;t<32;)e.lens[t++]=5;inflate_table(DISTS,e.lens,0,32,distfix,0,e.work,{bits:5}),virgin=!1}e.lencode=lenfix,e.lenbits=9,e.distcode=distfix,e.distbits=5}function updatewindow(e,t,a,i){var n,s=e.state;return null===s.window&&(s.wsize=1<<s.wbits,s.wnext=0,s.whave=0,s.window=new utils.Buf8(s.wsize)),i>=s.wsize?(utils.arraySet(s.window,t,a-s.wsize,s.wsize,0),s.wnext=0,s.whave=s.wsize):((n=s.wsize-s.wnext)>i&&(n=i),utils.arraySet(s.window,t,a-i,n,s.wnext),(i-=n)?(utils.arraySet(s.window,t,a-i,i,0),s.wnext=i,s.whave=s.wsize):(s.wnext+=n,s.wnext===s.wsize&&(s.wnext=0),s.whave<s.wsize&&(s.whave+=n))),0}function inflate(e,t){var a,i,n,s,l,r,o,d,f,c,h,E,b,_,k,m,w,u,R,T,D,g,S,x,A=0,v=new utils.Buf8(4),O=[16,17,18,0,8,7,9,6,10,5,11,4,12,3,13,2,14,1,15];if(!e||!e.state||!e.output||!e.input&&0!==e.avail_in)return Z_STREAM_ERROR;(a=e.state).mode===TYPE&&(a.mode=TYPEDO),l=e.next_out,n=e.output,o=e.avail_out,s=e.next_in,i=e.input,r=e.avail_in,d=a.hold,f=a.bits,c=r,h=o,g=Z_OK;e:for(;;)switch(a.mode){case HEAD:if(0===a.wrap){a.mode=TYPEDO;break}for(;f<16;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if(2&a.wrap&&35615===d){a.check=0,v[0]=255&d,v[1]=d>>>8&255,a.check=crc32(a.check,v,2,0),d=0,f=0,a.mode=FLAGS;break}if(a.flags=0,a.head&&(a.head.done=!1),!(1&a.wrap)||(((255&d)<<8)+(d>>8))%31){e.msg=\"incorrect header check\",a.mode=BAD;break}if((15&d)!==Z_DEFLATED){e.msg=\"unknown compression method\",a.mode=BAD;break}if(f-=4,D=8+(15&(d>>>=4)),0===a.wbits)a.wbits=D;else if(D>a.wbits){e.msg=\"invalid window size\",a.mode=BAD;break}a.dmax=1<<D,e.adler=a.check=1,a.mode=512&d?DICTID:TYPE,d=0,f=0;break;case FLAGS:for(;f<16;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if(a.flags=d,(255&a.flags)!==Z_DEFLATED){e.msg=\"unknown compression method\",a.mode=BAD;break}if(57344&a.flags){e.msg=\"unknown header flags set\",a.mode=BAD;break}a.head&&(a.head.text=d>>8&1),512&a.flags&&(v[0]=255&d,v[1]=d>>>8&255,a.check=crc32(a.check,v,2,0)),d=0,f=0,a.mode=TIME;case TIME:for(;f<32;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}a.head&&(a.head.time=d),512&a.flags&&(v[0]=255&d,v[1]=d>>>8&255,v[2]=d>>>16&255,v[3]=d>>>24&255,a.check=crc32(a.check,v,4,0)),d=0,f=0,a.mode=OS;case OS:for(;f<16;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}a.head&&(a.head.xflags=255&d,a.head.os=d>>8),512&a.flags&&(v[0]=255&d,v[1]=d>>>8&255,a.check=crc32(a.check,v,2,0)),d=0,f=0,a.mode=EXLEN;case EXLEN:if(1024&a.flags){for(;f<16;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}a.length=d,a.head&&(a.head.extra_len=d),512&a.flags&&(v[0]=255&d,v[1]=d>>>8&255,a.check=crc32(a.check,v,2,0)),d=0,f=0}else a.head&&(a.head.extra=null);a.mode=EXTRA;case EXTRA:if(1024&a.flags&&((E=a.length)>r&&(E=r),E&&(a.head&&(D=a.head.extra_len-a.length,a.head.extra||(a.head.extra=new Array(a.head.extra_len)),utils.arraySet(a.head.extra,i,s,E,D)),512&a.flags&&(a.check=crc32(a.check,i,E,s)),r-=E,s+=E,a.length-=E),a.length))break e;a.length=0,a.mode=NAME;case NAME:if(2048&a.flags){if(0===r)break e;E=0;do{D=i[s+E++],a.head&&D&&a.length<65536&&(a.head.name+=String.fromCharCode(D))}while(D&&E<r);if(512&a.flags&&(a.check=crc32(a.check,i,E,s)),r-=E,s+=E,D)break e}else a.head&&(a.head.name=null);a.length=0,a.mode=COMMENT;case COMMENT:if(4096&a.flags){if(0===r)break e;E=0;do{D=i[s+E++],a.head&&D&&a.length<65536&&(a.head.comment+=String.fromCharCode(D))}while(D&&E<r);if(512&a.flags&&(a.check=crc32(a.check,i,E,s)),r-=E,s+=E,D)break e}else a.head&&(a.head.comment=null);a.mode=HCRC;case HCRC:if(512&a.flags){for(;f<16;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if(d!==(65535&a.check)){e.msg=\"header crc mismatch\",a.mode=BAD;break}d=0,f=0}a.head&&(a.head.hcrc=a.flags>>9&1,a.head.done=!0),e.adler=a.check=0,a.mode=TYPE;break;case DICTID:for(;f<32;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}e.adler=a.check=zswap32(d),d=0,f=0,a.mode=DICT;case DICT:if(0===a.havedict)return e.next_out=l,e.avail_out=o,e.next_in=s,e.avail_in=r,a.hold=d,a.bits=f,Z_NEED_DICT;e.adler=a.check=1,a.mode=TYPE;case TYPE:if(t===Z_BLOCK||t===Z_TREES)break e;case TYPEDO:if(a.last){d>>>=7&f,f-=7&f,a.mode=CHECK;break}for(;f<3;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}switch(a.last=1&d,f-=1,3&(d>>>=1)){case 0:a.mode=STORED;break;case 1:if(fixedtables(a),a.mode=LEN_,t===Z_TREES){d>>>=2,f-=2;break e}break;case 2:a.mode=TABLE;break;case 3:e.msg=\"invalid block type\",a.mode=BAD}d>>>=2,f-=2;break;case STORED:for(d>>>=7&f,f-=7&f;f<32;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if((65535&d)!=(d>>>16^65535)){e.msg=\"invalid stored block lengths\",a.mode=BAD;break}if(a.length=65535&d,d=0,f=0,a.mode=COPY_,t===Z_TREES)break e;case COPY_:a.mode=COPY;case COPY:if(E=a.length){if(E>r&&(E=r),E>o&&(E=o),0===E)break e;utils.arraySet(n,i,s,E,l),r-=E,s+=E,o-=E,l+=E,a.length-=E;break}a.mode=TYPE;break;case TABLE:for(;f<14;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if(a.nlen=257+(31&d),d>>>=5,f-=5,a.ndist=1+(31&d),d>>>=5,f-=5,a.ncode=4+(15&d),d>>>=4,f-=4,a.nlen>286||a.ndist>30){e.msg=\"too many length or distance symbols\",a.mode=BAD;break}a.have=0,a.mode=LENLENS;case LENLENS:for(;a.have<a.ncode;){for(;f<3;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}a.lens[O[a.have++]]=7&d,d>>>=3,f-=3}for(;a.have<19;)a.lens[O[a.have++]]=0;if(a.lencode=a.lendyn,a.lenbits=7,S={bits:a.lenbits},g=inflate_table(CODES,a.lens,0,19,a.lencode,0,a.work,S),a.lenbits=S.bits,g){e.msg=\"invalid code lengths set\",a.mode=BAD;break}a.have=0,a.mode=CODELENS;case CODELENS:for(;a.have<a.nlen+a.ndist;){for(;m=(A=a.lencode[d&(1<<a.lenbits)-1])>>>16&255,w=65535&A,!((k=A>>>24)<=f);){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if(w<16)d>>>=k,f-=k,a.lens[a.have++]=w;else{if(16===w){for(x=k+2;f<x;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if(d>>>=k,f-=k,0===a.have){e.msg=\"invalid bit length repeat\",a.mode=BAD;break}D=a.lens[a.have-1],E=3+(3&d),d>>>=2,f-=2}else if(17===w){for(x=k+3;f<x;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}f-=k,D=0,E=3+(7&(d>>>=k)),d>>>=3,f-=3}else{for(x=k+7;f<x;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}f-=k,D=0,E=11+(127&(d>>>=k)),d>>>=7,f-=7}if(a.have+E>a.nlen+a.ndist){e.msg=\"invalid bit length repeat\",a.mode=BAD;break}for(;E--;)a.lens[a.have++]=D}}if(a.mode===BAD)break;if(0===a.lens[256]){e.msg=\"invalid code -- missing end-of-block\",a.mode=BAD;break}if(a.lenbits=9,S={bits:a.lenbits},g=inflate_table(LENS,a.lens,0,a.nlen,a.lencode,0,a.work,S),a.lenbits=S.bits,g){e.msg=\"invalid literal/lengths set\",a.mode=BAD;break}if(a.distbits=6,a.distcode=a.distdyn,S={bits:a.distbits},g=inflate_table(DISTS,a.lens,a.nlen,a.ndist,a.distcode,0,a.work,S),a.distbits=S.bits,g){e.msg=\"invalid distances set\",a.mode=BAD;break}if(a.mode=LEN_,t===Z_TREES)break e;case LEN_:a.mode=LEN;case LEN:if(r>=6&&o>=258){e.next_out=l,e.avail_out=o,e.next_in=s,e.avail_in=r,a.hold=d,a.bits=f,inflate_fast(e,h),l=e.next_out,n=e.output,o=e.avail_out,s=e.next_in,i=e.input,r=e.avail_in,d=a.hold,f=a.bits,a.mode===TYPE&&(a.back=-1);break}for(a.back=0;m=(A=a.lencode[d&(1<<a.lenbits)-1])>>>16&255,w=65535&A,!((k=A>>>24)<=f);){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}if(m&&0==(240&m)){for(u=k,R=m,T=w;m=(A=a.lencode[T+((d&(1<<u+R)-1)>>u)])>>>16&255,w=65535&A,!(u+(k=A>>>24)<=f);){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}d>>>=u,f-=u,a.back+=u}if(d>>>=k,f-=k,a.back+=k,a.length=w,0===m){a.mode=LIT;break}if(32&m){a.back=-1,a.mode=TYPE;break}if(64&m){e.msg=\"invalid literal/length code\",a.mode=BAD;break}a.extra=15&m,a.mode=LENEXT;case LENEXT:if(a.extra){for(x=a.extra;f<x;){if(0===r)break e;r--,d+=i[s++]<<f,f+=8}a.length+=d&(1<<a.extra)-1,d>>>=a.extra,f-=a.extra,a.back+=a.extra}a.was=a.length,a.mode=DIST;case 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e.next_out=l,e.avail_out=o,e.next_in=s,e.avail_in=r,a.hold=d,a.bits=f,(a.wsize||h!==e.avail_out&&a.mode<BAD&&(a.mode<CHECK||t!==Z_FINISH))&&updatewindow(e,e.output,e.next_out,h-e.avail_out)?(a.mode=MEM,Z_MEM_ERROR):(c-=e.avail_in,h-=e.avail_out,e.total_in+=c,e.total_out+=h,a.total+=h,a.wrap&&h&&(e.adler=a.check=a.flags?crc32(a.check,n,h,e.next_out-h):adler32(a.check,n,h,e.next_out-h)),e.data_type=a.bits+(a.last?64:0)+(a.mode===TYPE?128:0)+(a.mode===LEN_||a.mode===COPY_?256:0),(0===c&&0===h||t===Z_FINISH)&&g===Z_OK&&(g=Z_BUF_ERROR),g)}function inflateEnd(e){if(!e||!e.state)return Z_STREAM_ERROR;var t=e.state;return t.window&&(t.window=null),e.state=null,Z_OK}function inflateGetHeader(e,t){var a;return e&&e.state?0==(2&(a=e.state).wrap)?Z_STREAM_ERROR:(a.head=t,t.done=!1,Z_OK):Z_STREAM_ERROR}function inflateSetDictionary(e,t){var a,i=t.length;return e&&e.state?0!==(a=e.state).wrap&&a.mode!==DICT?Z_STREAM_ERROR:a.mode===DICT&&adler32(1,t,i,0)!==a.check?Z_DATA_ERROR:updatewindow(e,t,i,i)?(a.mode=MEM,Z_MEM_ERROR):(a.havedict=1,Z_OK):Z_STREAM_ERROR}exports.inflateReset=inflateReset,exports.inflateReset2=inflateReset2,exports.inflateResetKeep=inflateResetKeep,exports.inflateInit=inflateInit,exports.inflateInit2=inflateInit2,exports.inflate=inflate,exports.inflateEnd=inflateEnd,exports.inflateGetHeader=inflateGetHeader,exports.inflateSetDictionary=inflateSetDictionary,exports.inflateInfo=\"pako inflate (from Nodeca project)\";\\n}, {\"3427\":3427,\"3428\":3428,\"3429\":3429,\"3432\":3432,\"3433\":3433}];\\nwindow.modules[\"3354\"] = [function(require,module,exports){exports.read=function(a,o,t,r,h){var M,p,w=8*h-r-1,f=(1<<w)-1,e=f>>1,i=-7,N=t?h-1:0,n=t?-1:1,s=a[o+N];for(N+=n,M=s&(1<<-i)-1,s>>=-i,i+=w;i>0;M=256*M+a[o+N],N+=n,i-=8);for(p=M&(1<<-i)-1,M>>=-i,i+=r;i>0;p=256*p+a[o+N],N+=n,i-=8);if(0===M)M=1-e;else{if(M===f)return p?NaN:1/0*(s?-1:1);p+=Math.pow(2,r),M-=e}return(s?-1:1)*p*Math.pow(2,M-r)},exports.write=function(a,o,t,r,h,M){var p,w,f,e=8*M-h-1,i=(1<<e)-1,N=i>>1,n=23===h?Math.pow(2,-24)-Math.pow(2,-77):0,s=r?0:M-1,u=r?1:-1,l=o<0||0===o&&1/o<0?1:0;for(o=Math.abs(o),isNaN(o)||o===1/0?(w=isNaN(o)?1:0,p=i):(p=Math.floor(Math.log(o)/Math.LN2),o*(f=Math.pow(2,-p))<1&&(p--,f*=2),(o+=p+N>=1?n/f:n*Math.pow(2,1-N))*f>=2&&(p++,f/=2),p+N>=i?(w=0,p=i):p+N>=1?(w=(o*f-1)*Math.pow(2,h),p+=N):(w=o*Math.pow(2,N-1)*Math.pow(2,h),p=0));h>=8;a[t+s]=255&w,s+=u,w/=256,h-=8);for(p=p<<h|w,e+=h;e>0;a[t+s]=255&p,s+=u,p/=256,e-=8);a[t+s-u]|=128*l};\\n}, {}];\\nwindow.modules[\"3355\"] = [function(require,module,exports){module.exports={100:\"Continue\",101:\"Switching Protocols\",102:\"Processing\",200:\"OK\",201:\"Created\",202:\"Accepted\",203:\"Non-Authoritative Information\",204:\"No Content\",205:\"Reset Content\",206:\"Partial Content\",207:\"Multi-Status\",208:\"Already Reported\",226:\"IM Used\",300:\"Multiple Choices\",301:\"Moved Permanently\",302:\"Found\",303:\"See Other\",304:\"Not Modified\",305:\"Use Proxy\",307:\"Temporary Redirect\",308:\"Permanent Redirect\",400:\"Bad Request\",401:\"Unauthorized\",402:\"Payment Required\",403:\"Forbidden\",404:\"Not Found\",405:\"Method Not Allowed\",406:\"Not Acceptable\",407:\"Proxy Authentication Required\",408:\"Request Timeout\",409:\"Conflict\",410:\"Gone\",411:\"Length Required\",412:\"Precondition Failed\",413:\"Payload Too Large\",414:\"URI Too Long\",415:\"Unsupported Media Type\",416:\"Range Not Satisfiable\",417:\"Expectation Failed\",418:\"I\\'m a teapot\",421:\"Misdirected Request\",422:\"Unprocessable Entity\",423:\"Locked\",424:\"Failed Dependency\",425:\"Unordered Collection\",426:\"Upgrade Required\",428:\"Precondition Required\",429:\"Too Many Requests\",431:\"Request Header Fields Too Large\",451:\"Unavailable For Legal Reasons\",500:\"Internal Server Error\",501:\"Not Implemented\",502:\"Bad Gateway\",503:\"Service Unavailable\",504:\"Gateway Timeout\",505:\"HTTP Version Not Supported\",506:\"Variant Also Negotiates\",507:\"Insufficient Storage\",508:\"Loop Detected\",509:\"Bandwidth Limit Exceeded\",510:\"Not Extended\",511:\"Network Authentication Required\"};\\n}, {}];\\nwindow.modules[\"3356\"] = [function(require,module,exports){function isArray(r){return Array.isArray?Array.isArray(r):\"[object Array]\"===objectToString(r)}function isBoolean(r){return\"boolean\"==typeof r}function isNull(r){return null===r}function isNullOrUndefined(r){return null==r}function isNumber(r){return\"number\"==typeof r}function isString(r){return\"string\"==typeof r}function isSymbol(r){return\"symbol\"==typeof r}function isUndefined(r){return void 0===r}function isRegExp(r){return\"[object RegExp]\"===objectToString(r)}function isObject(r){return\"object\"==typeof r&&null!==r}function isDate(r){return\"[object Date]\"===objectToString(r)}function isError(r){return\"[object Error]\"===objectToString(r)||r instanceof Error}function isFunction(r){return\"function\"==typeof r}function isPrimitive(r){return null===r||\"boolean\"==typeof r||\"number\"==typeof r||\"string\"==typeof r||\"symbol\"==typeof r||void 0===r}function objectToString(r){return Object.prototype.toString.call(r)}exports.isArray=isArray,exports.isBoolean=isBoolean,exports.isNull=isNull,exports.isNullOrUndefined=isNullOrUndefined,exports.isNumber=isNumber,exports.isString=isString,exports.isSymbol=isSymbol,exports.isUndefined=isUndefined,exports.isRegExp=isRegExp,exports.isObject=isObject,exports.isDate=isDate,exports.isError=isError,exports.isFunction=isFunction,exports.isPrimitive=isPrimitive,exports.isBuffer=require(161).Buffer.isBuffer;\\n}, {\"161\":161}];\\nwindow.modules[\"3424\"] = [function(require,module,exports){module.exports=[\\n\\t\"a\",\\n\\t\"abbr\",\\n\\t\"address\",\\n\\t\"area\",\\n\\t\"article\",\\n\\t\"aside\",\\n\\t\"audio\",\\n\\t\"b\",\\n\\t\"base\",\\n\\t\"bdi\",\\n\\t\"bdo\",\\n\\t\"blockquote\",\\n\\t\"body\",\\n\\t\"br\",\\n\\t\"button\",\\n\\t\"canvas\",\\n\\t\"caption\",\\n\\t\"cite\",\\n\\t\"code\",\\n\\t\"col\",\\n\\t\"colgroup\",\\n\\t\"data\",\\n\\t\"datalist\",\\n\\t\"dd\",\\n\\t\"del\",\\n\\t\"details\",\\n\\t\"dfn\",\\n\\t\"dialog\",\\n\\t\"div\",\\n\\t\"dl\",\\n\\t\"dt\",\\n\\t\"em\",\\n\\t\"embed\",\\n\\t\"fieldset\",\\n\\t\"figcaption\",\\n\\t\"figure\",\\n\\t\"footer\",\\n\\t\"form\",\\n\\t\"h1\",\\n\\t\"h2\",\\n\\t\"h3\",\\n\\t\"h4\",\\n\\t\"h5\",\\n\\t\"h6\",\\n\\t\"head\",\\n\\t\"header\",\\n\\t\"hgroup\",\\n\\t\"hr\",\\n\\t\"html\",\\n\\t\"i\",\\n\\t\"iframe\",\\n\\t\"img\",\\n\\t\"input\",\\n\\t\"ins\",\\n\\t\"kbd\",\\n\\t\"label\",\\n\\t\"legend\",\\n\\t\"li\",\\n\\t\"link\",\\n\\t\"main\",\\n\\t\"map\",\\n\\t\"mark\",\\n\\t\"math\",\\n\\t\"menu\",\\n\\t\"menuitem\",\\n\\t\"meta\",\\n\\t\"meter\",\\n\\t\"nav\",\\n\\t\"noscript\",\\n\\t\"object\",\\n\\t\"ol\",\\n\\t\"optgroup\",\\n\\t\"option\",\\n\\t\"output\",\\n\\t\"p\",\\n\\t\"param\",\\n\\t\"picture\",\\n\\t\"pre\",\\n\\t\"progress\",\\n\\t\"q\",\\n\\t\"rb\",\\n\\t\"rp\",\\n\\t\"rt\",\\n\\t\"rtc\",\\n\\t\"ruby\",\\n\\t\"s\",\\n\\t\"samp\",\\n\\t\"script\",\\n\\t\"section\",\\n\\t\"select\",\\n\\t\"slot\",\\n\\t\"small\",\\n\\t\"source\",\\n\\t\"span\",\\n\\t\"strong\",\\n\\t\"style\",\\n\\t\"sub\",\\n\\t\"summary\",\\n\\t\"sup\",\\n\\t\"svg\",\\n\\t\"table\",\\n\\t\"tbody\",\\n\\t\"td\",\\n\\t\"template\",\\n\\t\"textarea\",\\n\\t\"tfoot\",\\n\\t\"th\",\\n\\t\"thead\",\\n\\t\"time\",\\n\\t\"title\",\\n\\t\"tr\",\\n\\t\"track\",\\n\\t\"u\",\\n\\t\"ul\",\\n\\t\"var\",\\n\\t\"video\",\\n\\t\"wbr\"\\n]\\n}, {}];\\nwindow.modules[\"3425\"] = [function(require,module,exports){\"use strict\";module.exports=require(3424);\\n}, {\"3424\":3424}];\\nwindow.modules[\"3427\"] = [function(require,module,exports){\"use strict\";var TYPED_OK=\"undefined\"!=typeof Uint8Array&&\"undefined\"!=typeof Uint16Array&&\"undefined\"!=typeof Int32Array;function _has(r,t){return Object.prototype.hasOwnProperty.call(r,t)}exports.assign=function(r){for(var t=Array.prototype.slice.call(arguments,1);t.length;){var e=t.shift();if(e){if(\"object\"!=typeof e)throw new TypeError(e+\"must be non-object\");for(var n in e)_has(e,n)&&(r[n]=e[n])}}return r},exports.shrinkBuf=function(r,t){return r.length===t?r:r.subarray?r.subarray(0,t):(r.length=t,r)};var fnTyped={arraySet:function(r,t,e,n,a){if(t.subarray&&r.subarray)r.set(t.subarray(e,e+n),a);else for(var o=0;o<n;o++)r[a+o]=t[e+o]},flattenChunks:function(r){var t,e,n,a,o,s;for(n=0,t=0,e=r.length;t<e;t++)n+=r[t].length;for(s=new Uint8Array(n),a=0,t=0,e=r.length;t<e;t++)o=r[t],s.set(o,a),a+=o.length;return s}},fnUntyped={arraySet:function(r,t,e,n,a){for(var o=0;o<n;o++)r[a+o]=t[e+o]},flattenChunks:function(r){return[].concat.apply([],r)}};exports.setTyped=function(r){r?(exports.Buf8=Uint8Array,exports.Buf16=Uint16Array,exports.Buf32=Int32Array,exports.assign(exports,fnTyped)):(exports.Buf8=Array,exports.Buf16=Array,exports.Buf32=Array,exports.assign(exports,fnUntyped))},exports.setTyped(TYPED_OK);\\n}, {}];\\nwindow.modules[\"3428\"] = [function(require,module,exports){\"use strict\";function adler32(e,r,o,t){for(var d=65535&e|0,l=e>>>16&65535|0,u=0;0!==o;){o-=u=o>2e3?2e3:o;do{l=l+(d=d+r[t++]|0)|0}while(--u);d%=65521,l%=65521}return d|l<<16|0}module.exports=adler32;\\n}, {}];\\nwindow.modules[\"3429\"] = [function(require,module,exports){\"use strict\";function makeTable(){for(var r,a=[],c=0;c<256;c++){r=c;for(var e=0;e<8;e++)r=1&r?3988292384^r>>>1:r>>>1;a[c]=r}return a}var crcTable=makeTable();function crc32(r,a,c,e){var o=crcTable,t=e+c;r^=-1;for(var n=e;n<t;n++)r=r>>>8^o[255&(r^a[n])];return-1^r}module.exports=crc32;\\n}, {}];\\nwindow.modules[\"3430\"] = [function(require,module,exports){\"use strict\";module.exports={2:\"need dictionary\",1:\"stream end\",0:\"\",\"-1\":\"file error\",\"-2\":\"stream error\",\"-3\":\"data error\",\"-4\":\"insufficient memory\",\"-5\":\"buffer error\",\"-6\":\"incompatible version\"};\\n}, {}];\\nwindow.modules[\"3431\"] = [function(require,module,exports){\"use strict\";var utils=require(3427),Z_FIXED=4,Z_BINARY=0,Z_TEXT=1,Z_UNKNOWN=2;function zero(e){for(var _=e.length;--_>=0;)e[_]=0}var STORED_BLOCK=0,STATIC_TREES=1,DYN_TREES=2,MIN_MATCH=3,MAX_MATCH=258,LENGTH_CODES=29,LITERALS=256,L_CODES=LITERALS+1+LENGTH_CODES,D_CODES=30,BL_CODES=19,HEAP_SIZE=2*L_CODES+1,MAX_BITS=15,Buf_size=16,MAX_BL_BITS=7,END_BLOCK=256,REP_3_6=16,REPZ_3_10=17,REPZ_11_138=18,extra_lbits=[0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4,5,5,5,5,0],extra_dbits=[0,0,0,0,1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13],extra_blbits=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,3,7],bl_order=[16,17,18,0,8,7,9,6,10,5,11,4,12,3,13,2,14,1,15],DIST_CODE_LEN=512,static_ltree=new Array(2*(L_CODES+2));zero(static_ltree);var static_dtree=new Array(2*D_CODES);zero(static_dtree);var _dist_code=new Array(DIST_CODE_LEN);zero(_dist_code);var _length_code=new Array(MAX_MATCH-MIN_MATCH+1);zero(_length_code);var base_length=new Array(LENGTH_CODES);zero(base_length);var static_l_desc,static_d_desc,static_bl_desc,base_dist=new Array(D_CODES);function StaticTreeDesc(e,_,t,r,i){this.static_tree=e,this.extra_bits=_,this.extra_base=t,this.elems=r,this.max_length=i,this.has_stree=e&&e.length}function TreeDesc(e,_){this.dyn_tree=e,this.max_code=0,this.stat_desc=_}function d_code(e){return e<256?_dist_code[e]:_dist_code[256+(e>>>7)]}function put_short(e,_){e.pending_buf[e.pending++]=255&_,e.pending_buf[e.pending++]=_>>>8&255}function send_bits(e,_,t){e.bi_valid>Buf_size-t?(e.bi_buf|=_<<e.bi_valid&65535,put_short(e,e.bi_buf),e.bi_buf=_>>Buf_size-e.bi_valid,e.bi_valid+=t-Buf_size):(e.bi_buf|=_<<e.bi_valid&65535,e.bi_valid+=t)}function send_code(e,_,t){send_bits(e,t[2*_],t[2*_+1])}function bi_reverse(e,_){var t=0;do{t|=1&e,e>>>=1,t<<=1}while(--_>0);return t>>>1}function bi_flush(e){16===e.bi_valid?(put_short(e,e.bi_buf),e.bi_buf=0,e.bi_valid=0):e.bi_valid>=8&&(e.pending_buf[e.pending++]=255&e.bi_buf,e.bi_buf>>=8,e.bi_valid-=8)}function gen_bitlen(e,_){var t,r,i,n,s,d,a=_.dyn_tree,l=_.max_code,c=_.stat_desc.static_tree,o=_.stat_desc.has_stree,b=_.stat_desc.extra_bits,f=_.stat_desc.extra_base,u=_.stat_desc.max_length,p=0;for(n=0;n<=MAX_BITS;n++)e.bl_count[n]=0;for(a[2*e.heap[e.heap_max]+1]=0,t=e.heap_max+1;t<HEAP_SIZE;t++)(n=a[2*a[2*(r=e.heap[t])+1]+1]+1)>u&&(n=u,p++),a[2*r+1]=n,r>l||(e.bl_count[n]++,s=0,r>=f&&(s=b[r-f]),d=a[2*r],e.opt_len+=d*(n+s),o&&(e.static_len+=d*(c[2*r+1]+s)));if(0!==p){do{for(n=u-1;0===e.bl_count[n];)n--;e.bl_count[n]--,e.bl_count[n+1]+=2,e.bl_count[u]--,p-=2}while(p>0);for(n=u;0!==n;n--)for(r=e.bl_count[n];0!==r;)(i=e.heap[--t])>l||(a[2*i+1]!==n&&(e.opt_len+=(n-a[2*i+1])*a[2*i],a[2*i+1]=n),r--)}}function gen_codes(e,_,t){var r,i,n=new Array(MAX_BITS+1),s=0;for(r=1;r<=MAX_BITS;r++)n[r]=s=s+t[r-1]<<1;for(i=0;i<=_;i++){var d=e[2*i+1];0!==d&&(e[2*i]=bi_reverse(n[d]++,d))}}function tr_static_init(){var e,_,t,r,i,n=new Array(MAX_BITS+1);for(t=0,r=0;r<LENGTH_CODES-1;r++)for(base_length[r]=t,e=0;e<1<<extra_lbits[r];e++)_length_code[t++]=r;for(_length_code[t-1]=r,i=0,r=0;r<16;r++)for(base_dist[r]=i,e=0;e<1<<extra_dbits[r];e++)_dist_code[i++]=r;for(i>>=7;r<D_CODES;r++)for(base_dist[r]=i<<7,e=0;e<1<<extra_dbits[r]-7;e++)_dist_code[256+i++]=r;for(_=0;_<=MAX_BITS;_++)n[_]=0;for(e=0;e<=143;)static_ltree[2*e+1]=8,e++,n[8]++;for(;e<=255;)static_ltree[2*e+1]=9,e++,n[9]++;for(;e<=279;)static_ltree[2*e+1]=7,e++,n[7]++;for(;e<=287;)static_ltree[2*e+1]=8,e++,n[8]++;for(gen_codes(static_ltree,L_CODES+1,n),e=0;e<D_CODES;e++)static_dtree[2*e+1]=5,static_dtree[2*e]=bi_reverse(e,5);static_l_desc=new StaticTreeDesc(static_ltree,extra_lbits,LITERALS+1,L_CODES,MAX_BITS),static_d_desc=new StaticTreeDesc(static_dtree,extra_dbits,0,D_CODES,MAX_BITS),static_bl_desc=new StaticTreeDesc(new Array(0),extra_blbits,0,BL_CODES,MAX_BL_BITS)}function init_block(e){var _;for(_=0;_<L_CODES;_++)e.dyn_ltree[2*_]=0;for(_=0;_<D_CODES;_++)e.dyn_dtree[2*_]=0;for(_=0;_<BL_CODES;_++)e.bl_tree[2*_]=0;e.dyn_ltree[2*END_BLOCK]=1,e.opt_len=e.static_len=0,e.last_lit=e.matches=0}function bi_windup(e){e.bi_valid>8?put_short(e,e.bi_buf):e.bi_valid>0&&(e.pending_buf[e.pending++]=e.bi_buf),e.bi_buf=0,e.bi_valid=0}function copy_block(e,_,t,r){bi_windup(e),r&&(put_short(e,t),put_short(e,~t)),utils.arraySet(e.pending_buf,e.window,_,t,e.pending),e.pending+=t}function smaller(e,_,t,r){var i=2*_,n=2*t;return e[i]<e[n]||e[i]===e[n]&&r[_]<=r[t]}function pqdownheap(e,_,t){for(var r=e.heap[t],i=t<<1;i<=e.heap_len&&(i<e.heap_len&&smaller(_,e.heap[i+1],e.heap[i],e.depth)&&i++,!smaller(_,r,e.heap[i],e.depth));)e.heap[t]=e.heap[i],t=i,i<<=1;e.heap[t]=r}function compress_block(e,_,t){var r,i,n,s,d=0;if(0!==e.last_lit)do{r=e.pending_buf[e.d_buf+2*d]<<8|e.pending_buf[e.d_buf+2*d+1],i=e.pending_buf[e.l_buf+d],d++,0===r?send_code(e,i,_):(send_code(e,(n=_length_code[i])+LITERALS+1,_),0!==(s=extra_lbits[n])&&send_bits(e,i-=base_length[n],s),send_code(e,n=d_code(--r),t),0!==(s=extra_dbits[n])&&send_bits(e,r-=base_dist[n],s))}while(d<e.last_lit);send_code(e,END_BLOCK,_)}function build_tree(e,_){var t,r,i,n=_.dyn_tree,s=_.stat_desc.static_tree,d=_.stat_desc.has_stree,a=_.stat_desc.elems,l=-1;for(e.heap_len=0,e.heap_max=HEAP_SIZE,t=0;t<a;t++)0!==n[2*t]?(e.heap[++e.heap_len]=l=t,e.depth[t]=0):n[2*t+1]=0;for(;e.heap_len<2;)n[2*(i=e.heap[++e.heap_len]=l<2?++l:0)]=1,e.depth[i]=0,e.opt_len--,d&&(e.static_len-=s[2*i+1]);for(_.max_code=l,t=e.heap_len>>1;t>=1;t--)pqdownheap(e,n,t);i=a;do{t=e.heap[1],e.heap[1]=e.heap[e.heap_len--],pqdownheap(e,n,1),r=e.heap[1],e.heap[--e.heap_max]=t,e.heap[--e.heap_max]=r,n[2*i]=n[2*t]+n[2*r],e.depth[i]=(e.depth[t]>=e.depth[r]?e.depth[t]:e.depth[r])+1,n[2*t+1]=n[2*r+1]=i,e.heap[1]=i++,pqdownheap(e,n,1)}while(e.heap_len>=2);e.heap[--e.heap_max]=e.heap[1],gen_bitlen(e,_),gen_codes(n,l,e.bl_count)}function scan_tree(e,_,t){var r,i,n=-1,s=_[1],d=0,a=7,l=4;for(0===s&&(a=138,l=3),_[2*(t+1)+1]=65535,r=0;r<=t;r++)i=s,s=_[2*(r+1)+1],++d<a&&i===s||(d<l?e.bl_tree[2*i]+=d:0!==i?(i!==n&&e.bl_tree[2*i]++,e.bl_tree[2*REP_3_6]++):d<=10?e.bl_tree[2*REPZ_3_10]++:e.bl_tree[2*REPZ_11_138]++,d=0,n=i,0===s?(a=138,l=3):i===s?(a=6,l=3):(a=7,l=4))}function send_tree(e,_,t){var r,i,n=-1,s=_[1],d=0,a=7,l=4;for(0===s&&(a=138,l=3),r=0;r<=t;r++)if(i=s,s=_[2*(r+1)+1],!(++d<a&&i===s)){if(d<l)do{send_code(e,i,e.bl_tree)}while(0!=--d);else 0!==i?(i!==n&&(send_code(e,i,e.bl_tree),d--),send_code(e,REP_3_6,e.bl_tree),send_bits(e,d-3,2)):d<=10?(send_code(e,REPZ_3_10,e.bl_tree),send_bits(e,d-3,3)):(send_code(e,REPZ_11_138,e.bl_tree),send_bits(e,d-11,7));d=0,n=i,0===s?(a=138,l=3):i===s?(a=6,l=3):(a=7,l=4)}}function build_bl_tree(e){var _;for(scan_tree(e,e.dyn_ltree,e.l_desc.max_code),scan_tree(e,e.dyn_dtree,e.d_desc.max_code),build_tree(e,e.bl_desc),_=BL_CODES-1;_>=3&&0===e.bl_tree[2*bl_order[_]+1];_--);return e.opt_len+=3*(_+1)+5+5+4,_}function send_all_trees(e,_,t,r){var i;for(send_bits(e,_-257,5),send_bits(e,t-1,5),send_bits(e,r-4,4),i=0;i<r;i++)send_bits(e,e.bl_tree[2*bl_order[i]+1],3);send_tree(e,e.dyn_ltree,_-1),send_tree(e,e.dyn_dtree,t-1)}function detect_data_type(e){var _,t=4093624447;for(_=0;_<=31;_++,t>>>=1)if(1&t&&0!==e.dyn_ltree[2*_])return Z_BINARY;if(0!==e.dyn_ltree[18]||0!==e.dyn_ltree[20]||0!==e.dyn_ltree[26])return Z_TEXT;for(_=32;_<LITERALS;_++)if(0!==e.dyn_ltree[2*_])return Z_TEXT;return Z_BINARY}zero(base_dist);var static_init_done=!1;function _tr_init(e){static_init_done||(tr_static_init(),static_init_done=!0),e.l_desc=new TreeDesc(e.dyn_ltree,static_l_desc),e.d_desc=new TreeDesc(e.dyn_dtree,static_d_desc),e.bl_desc=new TreeDesc(e.bl_tree,static_bl_desc),e.bi_buf=0,e.bi_valid=0,init_block(e)}function _tr_stored_block(e,_,t,r){send_bits(e,(STORED_BLOCK<<1)+(r?1:0),3),copy_block(e,_,t,!0)}function _tr_align(e){send_bits(e,STATIC_TREES<<1,3),send_code(e,END_BLOCK,static_ltree),bi_flush(e)}function _tr_flush_block(e,_,t,r){var i,n,s=0;e.level>0?(e.strm.data_type===Z_UNKNOWN&&(e.strm.data_type=detect_data_type(e)),build_tree(e,e.l_desc),build_tree(e,e.d_desc),s=build_bl_tree(e),i=e.opt_len+3+7>>>3,(n=e.static_len+3+7>>>3)<=i&&(i=n)):i=n=t+5,t+4<=i&&-1!==_?_tr_stored_block(e,_,t,r):e.strategy===Z_FIXED||n===i?(send_bits(e,(STATIC_TREES<<1)+(r?1:0),3),compress_block(e,static_ltree,static_dtree)):(send_bits(e,(DYN_TREES<<1)+(r?1:0),3),send_all_trees(e,e.l_desc.max_code+1,e.d_desc.max_code+1,s+1),compress_block(e,e.dyn_ltree,e.dyn_dtree)),init_block(e),r&&bi_windup(e)}function _tr_tally(e,_,t){return e.pending_buf[e.d_buf+2*e.last_lit]=_>>>8&255,e.pending_buf[e.d_buf+2*e.last_lit+1]=255&_,e.pending_buf[e.l_buf+e.last_lit]=255&t,e.last_lit++,0===_?e.dyn_ltree[2*t]++:(e.matches++,_--,e.dyn_ltree[2*(_length_code[t]+LITERALS+1)]++,e.dyn_dtree[2*d_code(_)]++),e.last_lit===e.lit_bufsize-1}exports._tr_init=_tr_init,exports._tr_stored_block=_tr_stored_block,exports._tr_flush_block=_tr_flush_block,exports._tr_tally=_tr_tally,exports._tr_align=_tr_align;\\n}, {\"3427\":3427}];\\nwindow.modules[\"3432\"] = [function(require,module,exports){\"use strict\";var BAD=30,TYPE=12;module.exports=function(i,e){var o,a,t,d,n,l,s,f,r,b,c,u,v,m,w,h,k,_,x,g,A,B,D,p,E;o=i.state,a=i.next_in,p=i.input,t=a+(i.avail_in-5),d=i.next_out,E=i.output,n=d-(e-i.avail_out),l=d+(i.avail_out-257),s=o.dmax,f=o.wsize,r=o.whave,b=o.wnext,c=o.window,u=o.hold,v=o.bits,m=o.lencode,w=o.distcode,h=(1<<o.lenbits)-1,k=(1<<o.distbits)-1;i:do{v<15&&(u+=p[a++]<<v,v+=8,u+=p[a++]<<v,v+=8),_=m[u&h];e:for(;;){if(u>>>=x=_>>>24,v-=x,0===(x=_>>>16&255))E[d++]=65535&_;else{if(!(16&x)){if(0==(64&x)){_=m[(65535&_)+(u&(1<<x)-1)];continue e}if(32&x){o.mode=TYPE;break i}i.msg=\"invalid literal/length code\",o.mode=BAD;break i}g=65535&_,(x&=15)&&(v<x&&(u+=p[a++]<<v,v+=8),g+=u&(1<<x)-1,u>>>=x,v-=x),v<15&&(u+=p[a++]<<v,v+=8,u+=p[a++]<<v,v+=8),_=w[u&k];o:for(;;){if(u>>>=x=_>>>24,v-=x,!(16&(x=_>>>16&255))){if(0==(64&x)){_=w[(65535&_)+(u&(1<<x)-1)];continue o}i.msg=\"invalid distance code\",o.mode=BAD;break i}if(A=65535&_,v<(x&=15)&&(u+=p[a++]<<v,(v+=8)<x&&(u+=p[a++]<<v,v+=8)),(A+=u&(1<<x)-1)>s){i.msg=\"invalid distance too far back\",o.mode=BAD;break i}if(u>>>=x,v-=x,A>(x=d-n)){if((x=A-x)>r&&o.sane){i.msg=\"invalid distance too far back\",o.mode=BAD;break i}if(B=0,D=c,0===b){if(B+=f-x,x<g){g-=x;do{E[d++]=c[B++]}while(--x);B=d-A,D=E}}else if(b<x){if(B+=f+b-x,(x-=b)<g){g-=x;do{E[d++]=c[B++]}while(--x);if(B=0,b<g){g-=x=b;do{E[d++]=c[B++]}while(--x);B=d-A,D=E}}}else if(B+=b-x,x<g){g-=x;do{E[d++]=c[B++]}while(--x);B=d-A,D=E}for(;g>2;)E[d++]=D[B++],E[d++]=D[B++],E[d++]=D[B++],g-=3;g&&(E[d++]=D[B++],g>1&&(E[d++]=D[B++]))}else{B=d-A;do{E[d++]=E[B++],E[d++]=E[B++],E[d++]=E[B++],g-=3}while(g>2);g&&(E[d++]=E[B++],g>1&&(E[d++]=E[B++]))}break}}break}}while(a<t&&d<l);a-=g=v>>3,u&=(1<<(v-=g<<3))-1,i.next_in=a,i.next_out=d,i.avail_in=a<t?t-a+5:5-(a-t),i.avail_out=d<l?l-d+257:257-(d-l),o.hold=u,o.bits=v};\\n}, {}];\\nwindow.modules[\"3433\"] = [function(require,module,exports){\"use strict\";var utils=require(3427),MAXBITS=15,ENOUGH_LENS=852,ENOUGH_DISTS=592,CODES=0,LENS=1,DISTS=2,lbase=[3,4,5,6,7,8,9,10,11,13,15,17,19,23,27,31,35,43,51,59,67,83,99,115,131,163,195,227,258,0,0],lext=[16,16,16,16,16,16,16,16,17,17,17,17,18,18,18,18,19,19,19,19,20,20,20,20,21,21,21,21,16,72,78],dbase=[1,2,3,4,5,7,9,13,17,25,33,49,65,97,129,193,257,385,513,769,1025,1537,2049,3073,4097,6145,8193,12289,16385,24577,0,0],dext=[16,16,16,16,17,17,18,18,19,19,20,20,21,21,22,22,23,23,24,24,25,25,26,26,27,27,28,28,29,29,64,64];module.exports=function(r,S,e,f,t,i,u,o){var E,l,s,n,I,N,T,B,D,O=o.bits,b=0,a=0,A=0,L=0,M=0,X=0,d=0,G=0,H=0,U=0,_=null,x=0,c=new utils.Buf16(MAXBITS+1),m=new utils.Buf16(MAXBITS+1),w=null,C=0;for(b=0;b<=MAXBITS;b++)c[b]=0;for(a=0;a<f;a++)c[S[e+a]]++;for(M=O,L=MAXBITS;L>=1&&0===c[L];L--);if(M>L&&(M=L),0===L)return t[i++]=20971520,t[i++]=20971520,o.bits=1,0;for(A=1;A<L&&0===c[A];A++);for(M<A&&(M=A),G=1,b=1;b<=MAXBITS;b++)if(G<<=1,(G-=c[b])<0)return-1;if(G>0&&(r===CODES||1!==L))return-1;for(m[1]=0,b=1;b<MAXBITS;b++)m[b+1]=m[b]+c[b];for(a=0;a<f;a++)0!==S[e+a]&&(u[m[S[e+a]]++]=a);if(r===CODES?(_=w=u,N=19):r===LENS?(_=lbase,x-=257,w=lext,C-=257,N=256):(_=dbase,w=dext,N=-1),U=0,a=0,b=A,I=i,X=M,d=0,s=-1,n=(H=1<<M)-1,r===LENS&&H>ENOUGH_LENS||r===DISTS&&H>ENOUGH_DISTS)return 1;for(;;){T=b-d,u[a]<N?(B=0,D=u[a]):u[a]>N?(B=w[C+u[a]],D=_[x+u[a]]):(B=96,D=0),E=1<<b-d,A=l=1<<X;do{t[I+(U>>d)+(l-=E)]=T<<24|B<<16|D|0}while(0!==l);for(E=1<<b-1;U&E;)E>>=1;if(0!==E?(U&=E-1,U+=E):U=0,a++,0==--c[b]){if(b===L)break;b=S[e+u[a]]}if(b>M&&(U&n)!==s){for(0===d&&(d=M),I+=A,G=1<<(X=b-d);X+d<L&&!((G-=c[X+d])<=0);)X++,G<<=1;if(H+=1<<X,r===LENS&&H>ENOUGH_LENS||r===DISTS&&H>ENOUGH_DISTS)return 1;t[s=U&n]=M<<24|X<<16|I-i|0}}return 0!==U&&(t[I+U]=b-d<<24|64<<16|0),o.bits=M,0};\\n}, {\"3427\":3427}];\\nwindow.modules[\"3443\"] = [function(require,module,exports){(function (process){(function (){\\n\"use strict\";function nextTick(e,n,c,r){if(\"function\"!=typeof e)throw new TypeError(\\'\"callback\" argument must be a function\\');var s,t,o=arguments.length;switch(o){case 0:case 1:return process.nextTick(e);case 2:return process.nextTick(function(){e.call(null,n)});case 3:return process.nextTick(function(){e.call(null,n,c)});case 4:return process.nextTick(function(){e.call(null,n,c,r)});default:for(s=new Array(o-1),t=0;t<s.length;)s[t++]=arguments[t];return process.nextTick(function(){e.apply(null,s)})}}\"undefined\"==typeof process||!process.version||0===process.version.indexOf(\"v0.\")||0===process.version.indexOf(\"v1.\")&&0!==process.version.indexOf(\"v1.8.\")?module.exports={nextTick:nextTick}:module.exports=process;\\n\\n}).call(this)}).call(this,require(221))}, {\"221\":221}];\\nwindow.modules[\"3450\"] = [function(require,module,exports){\"use strict\";function hasOwnProperty(r,e){return Object.prototype.hasOwnProperty.call(r,e)}module.exports=function(r,e,t,n){e=e||\"&\",t=t||\"=\";var o={};if(\"string\"!=typeof r||0===r.length)return o;var a=/\\\\+/g;r=r.split(e);var s=1e3;n&&\"number\"==typeof n.maxKeys&&(s=n.maxKeys);var p=r.length;s>0&&p>s&&(p=s);for(var y=0;y<p;++y){var u,c,i,l,f=r[y].replace(a,\"%20\"),v=f.indexOf(t);v>=0?(u=f.substr(0,v),c=f.substr(v+1)):(u=f,c=\"\"),i=decodeURIComponent(u),l=decodeURIComponent(c),hasOwnProperty(o,i)?isArray(o[i])?o[i].push(l):o[i]=[o[i],l]:o[i]=l}return o};var isArray=Array.isArray||function(r){return\"[object Array]\"===Object.prototype.toString.call(r)};\\n}, {}];\\nwindow.modules[\"3451\"] = [function(require,module,exports){\"use strict\";var stringifyPrimitive=function(r){switch(typeof r){case\"string\":return r;case\"boolean\":return r?\"true\":\"false\";case\"number\":return isFinite(r)?r:\"\";default:return\"\"}};module.exports=function(r,e,t,n){return e=e||\"&\",t=t||\"=\",null===r&&(r=void 0),\"object\"==typeof r?map(objectKeys(r),function(n){var i=encodeURIComponent(stringifyPrimitive(n))+t;return isArray(r[n])?map(r[n],function(r){return i+encodeURIComponent(stringifyPrimitive(r))}).join(e):i+encodeURIComponent(stringifyPrimitive(r[n]))}).join(e):n?encodeURIComponent(stringifyPrimitive(n))+t+encodeURIComponent(stringifyPrimitive(r)):\"\"};var isArray=Array.isArray||function(r){return\"[object Array]\"===Object.prototype.toString.call(r)};function map(r,e){if(r.map)return r.map(e);for(var t=[],n=0;n<r.length;n++)t.push(e(r[n],n));return t}var objectKeys=Object.keys||function(r){var e=[];for(var t in r)Object.prototype.hasOwnProperty.call(r,t)&&e.push(t);return e};\\n}, {}];\\nwindow.modules[\"3452\"] = [function(require,module,exports){module.exports=require(3453);\\n}, {\"3453\":3453}];\\nwindow.modules[\"3453\"] = [function(require,module,exports){\"use strict\";var pna=require(3443),objectKeys=Object.keys||function(e){var t=[];for(var r in e)t.push(r);return t};module.exports=Duplex;var util=Object.create(require(3356));util.inherits=require(3277);var Readable=require(3454),Writable=require(3455);util.inherits(Duplex,Readable);for(var keys=objectKeys(Writable.prototype),v=0;v<keys.length;v++){var method=keys[v];Duplex.prototype[method]||(Duplex.prototype[method]=Writable.prototype[method])}function Duplex(e){if(!(this instanceof Duplex))return new Duplex(e);Readable.call(this,e),Writable.call(this,e),e&&!1===e.readable&&(this.readable=!1),e&&!1===e.writable&&(this.writable=!1),this.allowHalfOpen=!0,e&&!1===e.allowHalfOpen&&(this.allowHalfOpen=!1),this.once(\"end\",onend)}function onend(){this.allowHalfOpen||this._writableState.ended||pna.nextTick(onEndNT,this)}function onEndNT(e){e.end()}Object.defineProperty(Duplex.prototype,\"writableHighWaterMark\",{enumerable:!1,get:function(){return this._writableState.highWaterMark}}),Object.defineProperty(Duplex.prototype,\"destroyed\",{get:function(){return void 0!==this._readableState&&void 0!==this._writableState&&(this._readableState.destroyed&&this._writableState.destroyed)},set:function(e){void 0!==this._readableState&&void 0!==this._writableState&&(this._readableState.destroyed=e,this._writableState.destroyed=e)}}),Duplex.prototype._destroy=function(e,t){this.push(null),this.end(),pna.nextTick(t,e)};\\n}, {\"3277\":3277,\"3356\":3356,\"3443\":3443,\"3454\":3454,\"3455\":3455}];\\nwindow.modules[\"3454\"] = [function(require,module,exports){(function (process,global){(function (){\\n\"use strict\";var pna=require(3443);module.exports=Readable;var Duplex,isArray=require(3458);Readable.ReadableState=ReadableState;var EE=require(3339).EventEmitter,EElistenerCount=function(e,t){return e.listeners(t).length},Stream=require(3460),Buffer=require(3459).Buffer,OurUint8Array=global.Uint8Array||function(){};function _uint8ArrayToBuffer(e){return Buffer.from(e)}function _isUint8Array(e){return Buffer.isBuffer(e)||e instanceof OurUint8Array}var util=Object.create(require(3356));util.inherits=require(3277);var debugUtil=require(2868),debug=void 0;debug=debugUtil&&debugUtil.debuglog?debugUtil.debuglog(\"stream\"):function(){};var StringDecoder,BufferList=require(3461),destroyImpl=require(3463);util.inherits(Readable,Stream);var kProxyEvents=[\"error\",\"close\",\"destroy\",\"pause\",\"resume\"];function prependListener(e,t,r){if(\"function\"==typeof e.prependListener)return e.prependListener(t,r);e._events&&e._events[t]?isArray(e._events[t])?e._events[t].unshift(r):e._events[t]=[r,e._events[t]]:e.on(t,r)}function ReadableState(e,t){e=e||{};var r=t instanceof(Duplex=Duplex||require(3453));this.objectMode=!!e.objectMode,r&&(this.objectMode=this.objectMode||!!e.readableObjectMode);var n=e.highWaterMark,a=e.readableHighWaterMark,i=this.objectMode?16:16384;this.highWaterMark=n||0===n?n:r&&(a||0===a)?a:i,this.highWaterMark=Math.floor(this.highWaterMark),this.buffer=new BufferList,this.length=0,this.pipes=null,this.pipesCount=0,this.flowing=null,this.ended=!1,this.endEmitted=!1,this.reading=!1,this.sync=!0,this.needReadable=!1,this.emittedReadable=!1,this.readableListening=!1,this.resumeScheduled=!1,this.destroyed=!1,this.defaultEncoding=e.defaultEncoding||\"utf8\",this.awaitDrain=0,this.readingMore=!1,this.decoder=null,this.encoding=null,e.encoding&&(StringDecoder||(StringDecoder=require(3462).StringDecoder),this.decoder=new StringDecoder(e.encoding),this.encoding=e.encoding)}function Readable(e){if(Duplex=Duplex||require(3453),!(this instanceof Readable))return new Readable(e);this._readableState=new ReadableState(e,this),this.readable=!0,e&&(\"function\"==typeof e.read&&(this._read=e.read),\"function\"==typeof e.destroy&&(this._destroy=e.destroy)),Stream.call(this)}function readableAddChunk(e,t,r,n,a){var i,d=e._readableState;null===t?(d.reading=!1,onEofChunk(e,d)):(a||(i=chunkInvalid(d,t)),i?e.emit(\"error\",i):d.objectMode||t&&t.length>0?(\"string\"==typeof t||d.objectMode||Object.getPrototypeOf(t)===Buffer.prototype||(t=_uint8ArrayToBuffer(t)),n?d.endEmitted?e.emit(\"error\",new Error(\"stream.unshift() after end event\")):addChunk(e,d,t,!0):d.ended?e.emit(\"error\",new Error(\"stream.push() after EOF\")):(d.reading=!1,d.decoder&&!r?(t=d.decoder.write(t),d.objectMode||0!==t.length?addChunk(e,d,t,!1):maybeReadMore(e,d)):addChunk(e,d,t,!1))):n||(d.reading=!1));return needMoreData(d)}function addChunk(e,t,r,n){t.flowing&&0===t.length&&!t.sync?(e.emit(\"data\",r),e.read(0)):(t.length+=t.objectMode?1:r.length,n?t.buffer.unshift(r):t.buffer.push(r),t.needReadable&&emitReadable(e)),maybeReadMore(e,t)}function chunkInvalid(e,t){var r;return _isUint8Array(t)||\"string\"==typeof t||void 0===t||e.objectMode||(r=new TypeError(\"Invalid non-string/buffer chunk\")),r}function needMoreData(e){return!e.ended&&(e.needReadable||e.length<e.highWaterMark||0===e.length)}Object.defineProperty(Readable.prototype,\"destroyed\",{get:function(){return void 0!==this._readableState&&this._readableState.destroyed},set:function(e){this._readableState&&(this._readableState.destroyed=e)}}),Readable.prototype.destroy=destroyImpl.destroy,Readable.prototype._undestroy=destroyImpl.undestroy,Readable.prototype._destroy=function(e,t){this.push(null),t(e)},Readable.prototype.push=function(e,t){var r,n=this._readableState;return n.objectMode?r=!0:\"string\"==typeof e&&((t=t||n.defaultEncoding)!==n.encoding&&(e=Buffer.from(e,t),t=\"\"),r=!0),readableAddChunk(this,e,t,!1,r)},Readable.prototype.unshift=function(e){return readableAddChunk(this,e,null,!0,!1)},Readable.prototype.isPaused=function(){return!1===this._readableState.flowing},Readable.prototype.setEncoding=function(e){return StringDecoder||(StringDecoder=require(3462).StringDecoder),this._readableState.decoder=new StringDecoder(e),this._readableState.encoding=e,this};var MAX_HWM=8388608;function computeNewHighWaterMark(e){return e>=MAX_HWM?e=MAX_HWM:(e--,e|=e>>>1,e|=e>>>2,e|=e>>>4,e|=e>>>8,e|=e>>>16,e++),e}function howMuchToRead(e,t){return e<=0||0===t.length&&t.ended?0:t.objectMode?1:e!=e?t.flowing&&t.length?t.buffer.head.data.length:t.length:(e>t.highWaterMark&&(t.highWaterMark=computeNewHighWaterMark(e)),e<=t.length?e:t.ended?t.length:(t.needReadable=!0,0))}function onEofChunk(e,t){if(!t.ended){if(t.decoder){var r=t.decoder.end();r&&r.length&&(t.buffer.push(r),t.length+=t.objectMode?1:r.length)}t.ended=!0,emitReadable(e)}}function emitReadable(e){var t=e._readableState;t.needReadable=!1,t.emittedReadable||(debug(\"emitReadable\",t.flowing),t.emittedReadable=!0,t.sync?pna.nextTick(emitReadable_,e):emitReadable_(e))}function emitReadable_(e){debug(\"emit readable\"),e.emit(\"readable\"),flow(e)}function maybeReadMore(e,t){t.readingMore||(t.readingMore=!0,pna.nextTick(maybeReadMore_,e,t))}function maybeReadMore_(e,t){for(var r=t.length;!t.reading&&!t.flowing&&!t.ended&&t.length<t.highWaterMark&&(debug(\"maybeReadMore read 0\"),e.read(0),r!==t.length);)r=t.length;t.readingMore=!1}function pipeOnDrain(e){return function(){var t=e._readableState;debug(\"pipeOnDrain\",t.awaitDrain),t.awaitDrain&&t.awaitDrain--,0===t.awaitDrain&&EElistenerCount(e,\"data\")&&(t.flowing=!0,flow(e))}}function nReadingNextTick(e){debug(\"readable nexttick read 0\"),e.read(0)}function resume(e,t){t.resumeScheduled||(t.resumeScheduled=!0,pna.nextTick(resume_,e,t))}function resume_(e,t){t.reading||(debug(\"resume read 0\"),e.read(0)),t.resumeScheduled=!1,t.awaitDrain=0,e.emit(\"resume\"),flow(e),t.flowing&&!t.reading&&e.read(0)}function flow(e){var t=e._readableState;for(debug(\"flow\",t.flowing);t.flowing&&null!==e.read(););}function fromList(e,t){return 0===t.length?null:(t.objectMode?r=t.buffer.shift():!e||e>=t.length?(r=t.decoder?t.buffer.join(\"\"):1===t.buffer.length?t.buffer.head.data:t.buffer.concat(t.length),t.buffer.clear()):r=fromListPartial(e,t.buffer,t.decoder),r);var r}function fromListPartial(e,t,r){var n;return e<t.head.data.length?(n=t.head.data.slice(0,e),t.head.data=t.head.data.slice(e)):n=e===t.head.data.length?t.shift():r?copyFromBufferString(e,t):copyFromBuffer(e,t),n}function copyFromBufferString(e,t){var r=t.head,n=1,a=r.data;for(e-=a.length;r=r.next;){var i=r.data,d=e>i.length?i.length:e;if(d===i.length?a+=i:a+=i.slice(0,e),0===(e-=d)){d===i.length?(++n,r.next?t.head=r.next:t.head=t.tail=null):(t.head=r,r.data=i.slice(d));break}++n}return t.length-=n,a}function copyFromBuffer(e,t){var r=Buffer.allocUnsafe(e),n=t.head,a=1;for(n.data.copy(r),e-=n.data.length;n=n.next;){var i=n.data,d=e>i.length?i.length:e;if(i.copy(r,r.length-e,0,d),0===(e-=d)){d===i.length?(++a,n.next?t.head=n.next:t.head=t.tail=null):(t.head=n,n.data=i.slice(d));break}++a}return t.length-=a,r}function endReadable(e){var t=e._readableState;if(t.length>0)throw new Error(\\'\"endReadable()\" called on non-empty stream\\');t.endEmitted||(t.ended=!0,pna.nextTick(endReadableNT,t,e))}function endReadableNT(e,t){e.endEmitted||0!==e.length||(e.endEmitted=!0,t.readable=!1,t.emit(\"end\"))}function indexOf(e,t){for(var r=0,n=e.length;r<n;r++)if(e[r]===t)return r;return-1}Readable.prototype.read=function(e){debug(\"read\",e),e=parseInt(e,10);var t=this._readableState,r=e;if(0!==e&&(t.emittedReadable=!1),0===e&&t.needReadable&&(t.length>=t.highWaterMark||t.ended))return debug(\"read: emitReadable\",t.length,t.ended),0===t.length&&t.ended?endReadable(this):emitReadable(this),null;if(0===(e=howMuchToRead(e,t))&&t.ended)return 0===t.length&&endReadable(this),null;var n,a=t.needReadable;return debug(\"need readable\",a),(0===t.length||t.length-e<t.highWaterMark)&&debug(\"length less than watermark\",a=!0),t.ended||t.reading?debug(\"reading or ended\",a=!1):a&&(debug(\"do read\"),t.reading=!0,t.sync=!0,0===t.length&&(t.needReadable=!0),this._read(t.highWaterMark),t.sync=!1,t.reading||(e=howMuchToRead(r,t))),null===(n=e>0?fromList(e,t):null)?(t.needReadable=!0,e=0):t.length-=e,0===t.length&&(t.ended||(t.needReadable=!0),r!==e&&t.ended&&endReadable(this)),null!==n&&this.emit(\"data\",n),n},Readable.prototype._read=function(e){this.emit(\"error\",new Error(\"_read() is not implemented\"))},Readable.prototype.pipe=function(e,t){var r=this,n=this._readableState;switch(n.pipesCount){case 0:n.pipes=e;break;case 1:n.pipes=[n.pipes,e];break;default:n.pipes.push(e)}n.pipesCount+=1,debug(\"pipe count=%d opts=%j\",n.pipesCount,t);var a=(!t||!1!==t.end)&&e!==process.stdout&&e!==process.stderr?d:b;function i(t,a){debug(\"onunpipe\"),t===r&&a&&!1===a.hasUnpiped&&(a.hasUnpiped=!0,debug(\"cleanup\"),e.removeListener(\"close\",f),e.removeListener(\"finish\",p),e.removeListener(\"drain\",o),e.removeListener(\"error\",h),e.removeListener(\"unpipe\",i),r.removeListener(\"end\",d),r.removeListener(\"end\",b),r.removeListener(\"data\",s),u=!0,!n.awaitDrain||e._writableState&&!e._writableState.needDrain||o())}function d(){debug(\"onend\"),e.end()}n.endEmitted?pna.nextTick(a):r.once(\"end\",a),e.on(\"unpipe\",i);var o=pipeOnDrain(r);e.on(\"drain\",o);var u=!1;var l=!1;function s(t){debug(\"ondata\"),l=!1,!1!==e.write(t)||l||((1===n.pipesCount&&n.pipes===e||n.pipesCount>1&&-1!==indexOf(n.pipes,e))&&!u&&(debug(\"false write response, pause\",r._readableState.awaitDrain),r._readableState.awaitDrain++,l=!0),r.pause())}function h(t){debug(\"onerror\",t),b(),e.removeListener(\"error\",h),0===EElistenerCount(e,\"error\")&&e.emit(\"error\",t)}function f(){e.removeListener(\"finish\",p),b()}function p(){debug(\"onfinish\"),e.removeListener(\"close\",f),b()}function b(){debug(\"unpipe\"),r.unpipe(e)}return r.on(\"data\",s),prependListener(e,\"error\",h),e.once(\"close\",f),e.once(\"finish\",p),e.emit(\"pipe\",r),n.flowing||(debug(\"pipe resume\"),r.resume()),e},Readable.prototype.unpipe=function(e){var t=this._readableState,r={hasUnpiped:!1};if(0===t.pipesCount)return this;if(1===t.pipesCount)return e&&e!==t.pipes?this:(e||(e=t.pipes),t.pipes=null,t.pipesCount=0,t.flowing=!1,e&&e.emit(\"unpipe\",this,r),this);if(!e){var n=t.pipes,a=t.pipesCount;t.pipes=null,t.pipesCount=0,t.flowing=!1;for(var i=0;i<a;i++)n[i].emit(\"unpipe\",this,r);return this}var d=indexOf(t.pipes,e);return-1===d?this:(t.pipes.splice(d,1),t.pipesCount-=1,1===t.pipesCount&&(t.pipes=t.pipes[0]),e.emit(\"unpipe\",this,r),this)},Readable.prototype.on=function(e,t){var r=Stream.prototype.on.call(this,e,t);if(\"data\"===e)!1!==this._readableState.flowing&&this.resume();else if(\"readable\"===e){var n=this._readableState;n.endEmitted||n.readableListening||(n.readableListening=n.needReadable=!0,n.emittedReadable=!1,n.reading?n.length&&emitReadable(this):pna.nextTick(nReadingNextTick,this))}return r},Readable.prototype.addListener=Readable.prototype.on,Readable.prototype.resume=function(){var e=this._readableState;return e.flowing||(debug(\"resume\"),e.flowing=!0,resume(this,e)),this},Readable.prototype.pause=function(){return debug(\"call pause flowing=%j\",this._readableState.flowing),!1!==this._readableState.flowing&&(debug(\"pause\"),this._readableState.flowing=!1,this.emit(\"pause\")),this},Readable.prototype.wrap=function(e){var t=this,r=this._readableState,n=!1;for(var a in e.on(\"end\",function(){if(debug(\"wrapped end\"),r.decoder&&!r.ended){var e=r.decoder.end();e&&e.length&&t.push(e)}t.push(null)}),e.on(\"data\",function(a){(debug(\"wrapped data\"),r.decoder&&(a=r.decoder.write(a)),r.objectMode&&null==a)||(r.objectMode||a&&a.length)&&(t.push(a)||(n=!0,e.pause()))}),e)void 0===this[a]&&\"function\"==typeof e[a]&&(this[a]=function(t){return function(){return e[t].apply(e,arguments)}}(a));for(var i=0;i<kProxyEvents.length;i++)e.on(kProxyEvents[i],this.emit.bind(this,kProxyEvents[i]));return this._read=function(t){debug(\"wrapped _read\",t),n&&(n=!1,e.resume())},this},Object.defineProperty(Readable.prototype,\"readableHighWaterMark\",{enumerable:!1,get:function(){return this._readableState.highWaterMark}}),Readable._fromList=fromList;\\n\\n}).call(this)}).call(this,require(221),typeof global !== \"undefined\" ? global : typeof self !== \"undefined\" ? self : typeof window !== \"undefined\" ? window : {})}, {\"221\":221,\"2868\":2868,\"3277\":3277,\"3339\":3339,\"3356\":3356,\"3443\":3443,\"3453\":3453,\"3458\":3458,\"3459\":3459,\"3460\":3460,\"3461\":3461,\"3462\":3462,\"3463\":3463}];\\nwindow.modules[\"3455\"] = [function(require,module,exports){(function (process,global,setImmediate){(function (){\\n\"use strict\";var pna=require(3443);function WriteReq(e,t,r){this.chunk=e,this.encoding=t,this.callback=r,this.next=null}function CorkedRequest(e){var t=this;this.next=null,this.entry=null,this.finish=function(){onCorkedFinish(t,e)}}module.exports=Writable;var Duplex,asyncWrite=!process.browser&&[\"v0.10\",\"v0.9.\"].indexOf(process.version.slice(0,5))>-1?setImmediate:pna.nextTick;Writable.WritableState=WritableState;var util=Object.create(require(3356));util.inherits=require(3277);var internalUtil={deprecate:require(3346)},Stream=require(3460),Buffer=require(3459).Buffer,OurUint8Array=global.Uint8Array||function(){};function _uint8ArrayToBuffer(e){return Buffer.from(e)}function _isUint8Array(e){return Buffer.isBuffer(e)||e instanceof OurUint8Array}var realHasInstance,destroyImpl=require(3463);function nop(){}function WritableState(e,t){Duplex=Duplex||require(3453),e=e||{};var r=t instanceof Duplex;this.objectMode=!!e.objectMode,r&&(this.objectMode=this.objectMode||!!e.writableObjectMode);var i=e.highWaterMark,n=e.writableHighWaterMark,o=this.objectMode?16:16384;this.highWaterMark=i||0===i?i:r&&(n||0===n)?n:o,this.highWaterMark=Math.floor(this.highWaterMark),this.finalCalled=!1,this.needDrain=!1,this.ending=!1,this.ended=!1,this.finished=!1,this.destroyed=!1;var a=!1===e.decodeStrings;this.decodeStrings=!a,this.defaultEncoding=e.defaultEncoding||\"utf8\",this.length=0,this.writing=!1,this.corked=0,this.sync=!0,this.bufferProcessing=!1,this.onwrite=function(e){onwrite(t,e)},this.writecb=null,this.writelen=0,this.bufferedRequest=null,this.lastBufferedRequest=null,this.pendingcb=0,this.prefinished=!1,this.errorEmitted=!1,this.bufferedRequestCount=0,this.corkedRequestsFree=new CorkedRequest(this)}function Writable(e){if(Duplex=Duplex||require(3453),!(realHasInstance.call(Writable,this)||this instanceof Duplex))return new Writable(e);this._writableState=new WritableState(e,this),this.writable=!0,e&&(\"function\"==typeof e.write&&(this._write=e.write),\"function\"==typeof e.writev&&(this._writev=e.writev),\"function\"==typeof e.destroy&&(this._destroy=e.destroy),\"function\"==typeof e.final&&(this._final=e.final)),Stream.call(this)}function writeAfterEnd(e,t){var r=new Error(\"write after end\");e.emit(\"error\",r),pna.nextTick(t,r)}function validChunk(e,t,r,i){var n=!0,o=!1;return null===r?o=new TypeError(\"May not write null values to stream\"):\"string\"==typeof r||void 0===r||t.objectMode||(o=new TypeError(\"Invalid non-string/buffer chunk\")),o&&(e.emit(\"error\",o),pna.nextTick(i,o),n=!1),n}function decodeChunk(e,t,r){return e.objectMode||!1===e.decodeStrings||\"string\"!=typeof t||(t=Buffer.from(t,r)),t}function writeOrBuffer(e,t,r,i,n,o){if(!r){var a=decodeChunk(t,i,n);i!==a&&(r=!0,n=\"buffer\",i=a)}var s=t.objectMode?1:i.length;t.length+=s;var f=t.length<t.highWaterMark;if(f||(t.needDrain=!0),t.writing||t.corked){var u=t.lastBufferedRequest;t.lastBufferedRequest={chunk:i,encoding:n,isBuf:r,callback:o,next:null},u?u.next=t.lastBufferedRequest:t.bufferedRequest=t.lastBufferedRequest,t.bufferedRequestCount+=1}else doWrite(e,t,!1,s,i,n,o);return f}function doWrite(e,t,r,i,n,o,a){t.writelen=i,t.writecb=a,t.writing=!0,t.sync=!0,r?e._writev(n,t.onwrite):e._write(n,o,t.onwrite),t.sync=!1}function onwriteError(e,t,r,i,n){--t.pendingcb,r?(pna.nextTick(n,i),pna.nextTick(finishMaybe,e,t),e._writableState.errorEmitted=!0,e.emit(\"error\",i)):(n(i),e._writableState.errorEmitted=!0,e.emit(\"error\",i),finishMaybe(e,t))}function onwriteStateUpdate(e){e.writing=!1,e.writecb=null,e.length-=e.writelen,e.writelen=0}function onwrite(e,t){var r=e._writableState,i=r.sync,n=r.writecb;if(onwriteStateUpdate(r),t)onwriteError(e,r,i,t,n);else{var o=needFinish(r);o||r.corked||r.bufferProcessing||!r.bufferedRequest||clearBuffer(e,r),i?asyncWrite(afterWrite,e,r,o,n):afterWrite(e,r,o,n)}}function afterWrite(e,t,r,i){r||onwriteDrain(e,t),t.pendingcb--,i(),finishMaybe(e,t)}function onwriteDrain(e,t){0===t.length&&t.needDrain&&(t.needDrain=!1,e.emit(\"drain\"))}function clearBuffer(e,t){t.bufferProcessing=!0;var r=t.bufferedRequest;if(e._writev&&r&&r.next){var i=t.bufferedRequestCount,n=new Array(i),o=t.corkedRequestsFree;o.entry=r;for(var a=0,s=!0;r;)n[a]=r,r.isBuf||(s=!1),r=r.next,a+=1;n.allBuffers=s,doWrite(e,t,!0,t.length,n,\"\",o.finish),t.pendingcb++,t.lastBufferedRequest=null,o.next?(t.corkedRequestsFree=o.next,o.next=null):t.corkedRequestsFree=new CorkedRequest(t),t.bufferedRequestCount=0}else{for(;r;){var f=r.chunk,u=r.encoding,l=r.callback;if(doWrite(e,t,!1,t.objectMode?1:f.length,f,u,l),r=r.next,t.bufferedRequestCount--,t.writing)break}null===r&&(t.lastBufferedRequest=null)}t.bufferedRequest=r,t.bufferProcessing=!1}function needFinish(e){return e.ending&&0===e.length&&null===e.bufferedRequest&&!e.finished&&!e.writing}function callFinal(e,t){e._final(function(r){t.pendingcb--,r&&e.emit(\"error\",r),t.prefinished=!0,e.emit(\"prefinish\"),finishMaybe(e,t)})}function prefinish(e,t){t.prefinished||t.finalCalled||(\"function\"==typeof e._final?(t.pendingcb++,t.finalCalled=!0,pna.nextTick(callFinal,e,t)):(t.prefinished=!0,e.emit(\"prefinish\")))}function finishMaybe(e,t){var r=needFinish(t);return r&&(prefinish(e,t),0===t.pendingcb&&(t.finished=!0,e.emit(\"finish\"))),r}function endWritable(e,t,r){t.ending=!0,finishMaybe(e,t),r&&(t.finished?pna.nextTick(r):e.once(\"finish\",r)),t.ended=!0,e.writable=!1}function onCorkedFinish(e,t,r){var i=e.entry;for(e.entry=null;i;){var n=i.callback;t.pendingcb--,n(r),i=i.next}t.corkedRequestsFree?t.corkedRequestsFree.next=e:t.corkedRequestsFree=e}util.inherits(Writable,Stream),WritableState.prototype.getBuffer=function(){for(var e=this.bufferedRequest,t=[];e;)t.push(e),e=e.next;return t},function(){try{Object.defineProperty(WritableState.prototype,\"buffer\",{get:internalUtil.deprecate(function(){return this.getBuffer()},\"_writableState.buffer is deprecated. Use _writableState.getBuffer instead.\",\"DEP0003\")})}catch(e){}}(),\"function\"==typeof Symbol&&Symbol.hasInstance&&\"function\"==typeof Function.prototype[Symbol.hasInstance]?(realHasInstance=Function.prototype[Symbol.hasInstance],Object.defineProperty(Writable,Symbol.hasInstance,{value:function(e){return!!realHasInstance.call(this,e)||this===Writable&&(e&&e._writableState instanceof WritableState)}})):realHasInstance=function(e){return e instanceof this},Writable.prototype.pipe=function(){this.emit(\"error\",new Error(\"Cannot pipe, not readable\"))},Writable.prototype.write=function(e,t,r){var i=this._writableState,n=!1,o=!i.objectMode&&_isUint8Array(e);return o&&!Buffer.isBuffer(e)&&(e=_uint8ArrayToBuffer(e)),\"function\"==typeof t&&(r=t,t=null),o?t=\"buffer\":t||(t=i.defaultEncoding),\"function\"!=typeof r&&(r=nop),i.ended?writeAfterEnd(this,r):(o||validChunk(this,i,e,r))&&(i.pendingcb++,n=writeOrBuffer(this,i,o,e,t,r)),n},Writable.prototype.cork=function(){this._writableState.corked++},Writable.prototype.uncork=function(){var e=this._writableState;e.corked&&(e.corked--,e.writing||e.corked||e.finished||e.bufferProcessing||!e.bufferedRequest||clearBuffer(this,e))},Writable.prototype.setDefaultEncoding=function(e){if(\"string\"==typeof e&&(e=e.toLowerCase()),!([\"hex\",\"utf8\",\"utf-8\",\"ascii\",\"binary\",\"base64\",\"ucs2\",\"ucs-2\",\"utf16le\",\"utf-16le\",\"raw\"].indexOf((e+\"\").toLowerCase())>-1))throw new TypeError(\"Unknown encoding: \"+e);return this._writableState.defaultEncoding=e,this},Object.defineProperty(Writable.prototype,\"writableHighWaterMark\",{enumerable:!1,get:function(){return this._writableState.highWaterMark}}),Writable.prototype._write=function(e,t,r){r(new Error(\"_write() is not implemented\"))},Writable.prototype._writev=null,Writable.prototype.end=function(e,t,r){var i=this._writableState;\"function\"==typeof e?(r=e,e=null,t=null):\"function\"==typeof t&&(r=t,t=null),null!=e&&this.write(e,t),i.corked&&(i.corked=1,this.uncork()),i.ending||i.finished||endWritable(this,i,r)},Object.defineProperty(Writable.prototype,\"destroyed\",{get:function(){return void 0!==this._writableState&&this._writableState.destroyed},set:function(e){this._writableState&&(this._writableState.destroyed=e)}}),Writable.prototype.destroy=destroyImpl.destroy,Writable.prototype._undestroy=destroyImpl.undestroy,Writable.prototype._destroy=function(e,t){this.end(),t(e)};\\n\\n}).call(this)}).call(this,require(221),typeof global !== \"undefined\" ? global : typeof self !== \"undefined\" ? self : typeof window !== \"undefined\" ? window : {},require(2511).setImmediate)}, {\"221\":221,\"2511\":2511,\"3277\":3277,\"3346\":3346,\"3356\":3356,\"3443\":3443,\"3453\":3453,\"3459\":3459,\"3460\":3460,\"3463\":3463}];\\nwindow.modules[\"3456\"] = [function(require,module,exports){\"use strict\";module.exports=PassThrough;var Transform=require(3457),util=Object.create(require(3356));function PassThrough(r){if(!(this instanceof PassThrough))return new PassThrough(r);Transform.call(this,r)}util.inherits=require(3277),util.inherits(PassThrough,Transform),PassThrough.prototype._transform=function(r,s,t){t(null,r)};\\n}, {\"3277\":3277,\"3356\":3356,\"3457\":3457}];\\nwindow.modules[\"3457\"] = [function(require,module,exports){\"use strict\";module.exports=Transform;var Duplex=require(3453),util=Object.create(require(3356));function afterTransform(r,t){var e=this._transformState;e.transforming=!1;var n=e.writecb;if(!n)return this.emit(\"error\",new Error(\"write callback called multiple times\"));e.writechunk=null,e.writecb=null,null!=t&&this.push(t),n(r);var i=this._readableState;i.reading=!1,(i.needReadable||i.length<i.highWaterMark)&&this._read(i.highWaterMark)}function Transform(r){if(!(this instanceof Transform))return new Transform(r);Duplex.call(this,r),this._transformState={afterTransform:afterTransform.bind(this),needTransform:!1,transforming:!1,writecb:null,writechunk:null,writeencoding:null},this._readableState.needReadable=!0,this._readableState.sync=!1,r&&(\"function\"==typeof r.transform&&(this._transform=r.transform),\"function\"==typeof r.flush&&(this._flush=r.flush)),this.on(\"prefinish\",prefinish)}function prefinish(){var r=this;\"function\"==typeof this._flush?this._flush(function(t,e){done(r,t,e)}):done(this,null,null)}function done(r,t,e){if(t)return r.emit(\"error\",t);if(null!=e&&r.push(e),r._writableState.length)throw new Error(\"Calling transform done when ws.length != 0\");if(r._transformState.transforming)throw new Error(\"Calling transform done when still transforming\");return r.push(null)}util.inherits=require(3277),util.inherits(Transform,Duplex),Transform.prototype.push=function(r,t){return this._transformState.needTransform=!1,Duplex.prototype.push.call(this,r,t)},Transform.prototype._transform=function(r,t,e){throw new Error(\"_transform() is not implemented\")},Transform.prototype._write=function(r,t,e){var n=this._transformState;if(n.writecb=e,n.writechunk=r,n.writeencoding=t,!n.transforming){var i=this._readableState;(n.needTransform||i.needReadable||i.length<i.highWaterMark)&&this._read(i.highWaterMark)}},Transform.prototype._read=function(r){var t=this._transformState;null!==t.writechunk&&t.writecb&&!t.transforming?(t.transforming=!0,this._transform(t.writechunk,t.writeencoding,t.afterTransform)):t.needTransform=!0},Transform.prototype._destroy=function(r,t){var e=this;Duplex.prototype._destroy.call(this,r,function(r){t(r),e.emit(\"close\")})};\\n}, {\"3277\":3277,\"3356\":3356,\"3453\":3453}];\\nwindow.modules[\"3458\"] = [function(require,module,exports){var toString={}.toString;module.exports=Array.isArray||function(r){return\"[object Array]\"==toString.call(r)};\\n}, {}];\\nwindow.modules[\"3459\"] = [function(require,module,exports){var buffer=require(161),Buffer=buffer.Buffer;function copyProps(f,r){for(var e in f)r[e]=f[e]}function SafeBuffer(f,r,e){return Buffer(f,r,e)}Buffer.from&&Buffer.alloc&&Buffer.allocUnsafe&&Buffer.allocUnsafeSlow?module.exports=buffer:(copyProps(buffer,exports),exports.Buffer=SafeBuffer),copyProps(Buffer,SafeBuffer),SafeBuffer.from=function(f,r,e){if(\"number\"==typeof f)throw new TypeError(\"Argument must not be a number\");return Buffer(f,r,e)},SafeBuffer.alloc=function(f,r,e){if(\"number\"!=typeof f)throw new TypeError(\"Argument must be a number\");var u=Buffer(f);return void 0!==r?\"string\"==typeof e?u.fill(r,e):u.fill(r):u.fill(0),u},SafeBuffer.allocUnsafe=function(f){if(\"number\"!=typeof f)throw new TypeError(\"Argument must be a number\");return Buffer(f)},SafeBuffer.allocUnsafeSlow=function(f){if(\"number\"!=typeof f)throw new TypeError(\"Argument must be a number\");return buffer.SlowBuffer(f)};\\n}, {\"161\":161}];\\nwindow.modules[\"3460\"] = [function(require,module,exports){module.exports=require(3339).EventEmitter;\\n}, {\"3339\":3339}];\\nwindow.modules[\"3461\"] = [function(require,module,exports){\"use strict\";function _classCallCheck(t,e){if(!(t instanceof e))throw new TypeError(\"Cannot call a class as a function\")}var Buffer=require(3459).Buffer,util=require(2868);function copyBuffer(t,e,i){t.copy(e,i)}module.exports=function(){function t(){_classCallCheck(this,t),this.head=null,this.tail=null,this.length=0}return t.prototype.push=function(t){var e={data:t,next:null};this.length>0?this.tail.next=e:this.head=e,this.tail=e,++this.length},t.prototype.unshift=function(t){var e={data:t,next:this.head};0===this.length&&(this.tail=e),this.head=e,++this.length},t.prototype.shift=function(){if(0!==this.length){var t=this.head.data;return 1===this.length?this.head=this.tail=null:this.head=this.head.next,--this.length,t}},t.prototype.clear=function(){this.head=this.tail=null,this.length=0},t.prototype.join=function(t){if(0===this.length)return\"\";for(var e=this.head,i=\"\"+e.data;e=e.next;)i+=t+e.data;return i},t.prototype.concat=function(t){if(0===this.length)return Buffer.alloc(0);if(1===this.length)return this.head.data;for(var e=Buffer.allocUnsafe(t>>>0),i=this.head,n=0;i;)copyBuffer(i.data,e,n),n+=i.data.length,i=i.next;return e},t}(),util&&util.inspect&&util.inspect.custom&&(module.exports.prototype[util.inspect.custom]=function(){var t=util.inspect({length:this.length});return this.constructor.name+\" \"+t});\\n}, {\"2868\":2868,\"3459\":3459}];\\nwindow.modules[\"3462\"] = [function(require,module,exports){\"use strict\";var Buffer=require(3459).Buffer,isEncoding=Buffer.isEncoding||function(t){switch((t=\"\"+t)&&t.toLowerCase()){case\"hex\":case\"utf8\":case\"utf-8\":case\"ascii\":case\"binary\":case\"base64\":case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":case\"raw\":return!0;default:return!1}};function _normalizeEncoding(t){if(!t)return\"utf8\";for(var e;;)switch(t){case\"utf8\":case\"utf-8\":return\"utf8\";case\"ucs2\":case\"ucs-2\":case\"utf16le\":case\"utf-16le\":return\"utf16le\";case\"latin1\":case\"binary\":return\"latin1\";case\"base64\":case\"ascii\":case\"hex\":return t;default:if(e)return;t=(\"\"+t).toLowerCase(),e=!0}}function normalizeEncoding(t){var e=_normalizeEncoding(t);if(\"string\"!=typeof e&&(Buffer.isEncoding===isEncoding||!isEncoding(t)))throw new Error(\"Unknown encoding: \"+t);return e||t}function StringDecoder(t){var e;switch(this.encoding=normalizeEncoding(t),this.encoding){case\"utf16le\":this.text=utf16Text,this.end=utf16End,e=4;break;case\"utf8\":this.fillLast=utf8FillLast,e=4;break;case\"base64\":this.text=base64Text,this.end=base64End,e=3;break;default:return this.write=simpleWrite,void(this.end=simpleEnd)}this.lastNeed=0,this.lastTotal=0,this.lastChar=Buffer.allocUnsafe(e)}function utf8CheckByte(t){return t<=127?0:t>>5==6?2:t>>4==14?3:t>>3==30?4:t>>6==2?-1:-2}function utf8CheckIncomplete(t,e,s){var i=e.length-1;if(i<s)return 0;var n=utf8CheckByte(e[i]);return n>=0?(n>0&&(t.lastNeed=n-1),n):--i<s||-2===n?0:(n=utf8CheckByte(e[i]))>=0?(n>0&&(t.lastNeed=n-2),n):--i<s||-2===n?0:(n=utf8CheckByte(e[i]))>=0?(n>0&&(2===n?n=0:t.lastNeed=n-3),n):0}function utf8CheckExtraBytes(t,e,s){if(128!=(192&e[0]))return t.lastNeed=0,\"�\";if(t.lastNeed>1&&e.length>1){if(128!=(192&e[1]))return t.lastNeed=1,\"�\";if(t.lastNeed>2&&e.length>2&&128!=(192&e[2]))return t.lastNeed=2,\"�\"}}function utf8FillLast(t){var e=this.lastTotal-this.lastNeed,s=utf8CheckExtraBytes(this,t,e);return void 0!==s?s:this.lastNeed<=t.length?(t.copy(this.lastChar,e,0,this.lastNeed),this.lastChar.toString(this.encoding,0,this.lastTotal)):(t.copy(this.lastChar,e,0,t.length),void(this.lastNeed-=t.length))}function utf8Text(t,e){var s=utf8CheckIncomplete(this,t,e);if(!this.lastNeed)return t.toString(\"utf8\",e);this.lastTotal=s;var i=t.length-(s-this.lastNeed);return t.copy(this.lastChar,0,i),t.toString(\"utf8\",e,i)}function utf8End(t){var e=t&&t.length?this.write(t):\"\";return this.lastNeed?e+\"�\":e}function utf16Text(t,e){if((t.length-e)%2==0){var s=t.toString(\"utf16le\",e);if(s){var i=s.charCodeAt(s.length-1);if(i>=55296&&i<=56319)return this.lastNeed=2,this.lastTotal=4,this.lastChar[0]=t[t.length-2],this.lastChar[1]=t[t.length-1],s.slice(0,-1)}return s}return this.lastNeed=1,this.lastTotal=2,this.lastChar[0]=t[t.length-1],t.toString(\"utf16le\",e,t.length-1)}function utf16End(t){var e=t&&t.length?this.write(t):\"\";if(this.lastNeed){var s=this.lastTotal-this.lastNeed;return e+this.lastChar.toString(\"utf16le\",0,s)}return e}function base64Text(t,e){var s=(t.length-e)%3;return 0===s?t.toString(\"base64\",e):(this.lastNeed=3-s,this.lastTotal=3,1===s?this.lastChar[0]=t[t.length-1]:(this.lastChar[0]=t[t.length-2],this.lastChar[1]=t[t.length-1]),t.toString(\"base64\",e,t.length-s))}function base64End(t){var e=t&&t.length?this.write(t):\"\";return this.lastNeed?e+this.lastChar.toString(\"base64\",0,3-this.lastNeed):e}function simpleWrite(t){return t.toString(this.encoding)}function simpleEnd(t){return t&&t.length?this.write(t):\"\"}exports.StringDecoder=StringDecoder,StringDecoder.prototype.write=function(t){if(0===t.length)return\"\";var e,s;if(this.lastNeed){if(void 0===(e=this.fillLast(t)))return\"\";s=this.lastNeed,this.lastNeed=0}else s=0;return s<t.length?e?e+this.text(t,s):this.text(t,s):e||\"\"},StringDecoder.prototype.end=utf8End,StringDecoder.prototype.text=utf8Text,StringDecoder.prototype.fillLast=function(t){if(this.lastNeed<=t.length)return t.copy(this.lastChar,this.lastTotal-this.lastNeed,0,this.lastNeed),this.lastChar.toString(this.encoding,0,this.lastTotal);t.copy(this.lastChar,this.lastTotal-this.lastNeed,0,t.length),this.lastNeed-=t.length};\\n}, {\"3459\":3459}];\\nwindow.modules[\"3463\"] = [function(require,module,exports){\"use strict\";var pna=require(3443);function destroy(t,e){var r=this,a=this._readableState&&this._readableState.destroyed,i=this._writableState&&this._writableState.destroyed;return a||i?(e?e(t):!t||this._writableState&&this._writableState.errorEmitted||pna.nextTick(emitErrorNT,this,t),this):(this._readableState&&(this._readableState.destroyed=!0),this._writableState&&(this._writableState.destroyed=!0),this._destroy(t||null,function(t){!e&&t?(pna.nextTick(emitErrorNT,r,t),r._writableState&&(r._writableState.errorEmitted=!0)):e&&e(t)}),this)}function undestroy(){this._readableState&&(this._readableState.destroyed=!1,this._readableState.reading=!1,this._readableState.ended=!1,this._readableState.endEmitted=!1),this._writableState&&(this._writableState.destroyed=!1,this._writableState.ended=!1,this._writableState.ending=!1,this._writableState.finished=!1,this._writableState.errorEmitted=!1)}function emitErrorNT(t,e){t.emit(\"error\",e)}module.exports={destroy:destroy,undestroy:undestroy};\\n}, {\"3443\":3443}];\\nwindow.modules[\"3464\"] = [function(require,module,exports){module.exports=require(3465).PassThrough;\\n}, {\"3465\":3465}];\\nwindow.modules[\"3465\"] = [function(require,module,exports){exports=module.exports=require(3454),exports.Stream=exports,exports.Readable=exports,exports.Writable=require(3455),exports.Duplex=require(3453),exports.Transform=require(3457),exports.PassThrough=require(3456);\\n}, {\"3453\":3453,\"3454\":3454,\"3455\":3455,\"3456\":3456,\"3457\":3457}];\\nwindow.modules[\"3466\"] = [function(require,module,exports){module.exports=require(3465).Transform;\\n}, {\"3465\":3465}];\\nwindow.modules[\"3467\"] = [function(require,module,exports){module.exports=require(3455);\\n}, {\"3455\":3455}];\\nwindow.modules[\"3475\"] = [function(require,module,exports){module.exports=extend;var hasOwnProperty=Object.prototype.hasOwnProperty;function extend(){for(var r={},e=0;e<arguments.length;e++){var t=arguments[e];for(var n in t)hasOwnProperty.call(t,n)&&(r[n]=t[n])}return r}\\n}, {}];\\nwindow.modules[\"3476\"] = [function(require,module,exports){(function (process,global,Buffer){(function (){\\nvar capability=require(3478),inherits=require(3277),stream=require(3479),rStates=exports.readyStates={UNSENT:0,OPENED:1,HEADERS_RECEIVED:2,LOADING:3,DONE:4},IncomingMessage=exports.IncomingMessage=function(e,r,s,t){var a=this;if(stream.Readable.call(a),a._mode=s,a.headers={},a.rawHeaders=[],a.trailers={},a.rawTrailers=[],a.on(\"end\",function(){process.nextTick(function(){a.emit(\"close\")})}),\"fetch\"===s){if(a._fetchResponse=r,a.url=r.url,a.statusCode=r.status,a.statusMessage=r.statusText,r.headers.forEach(function(e,r){a.headers[r.toLowerCase()]=e,a.rawHeaders.push(r,e)}),capability.writableStream){var o=new WritableStream({write:function(e){return t(!1),new Promise(function(r,s){a._destroyed?s():a.push(Buffer.from(e))?r():a._resumeFetch=r})},close:function(){t(!0),a._destroyed||a.push(null)},abort:function(e){t(!0),a._destroyed||a.emit(\"error\",e)}});try{return void r.body.pipeTo(o).catch(function(e){t(!0),a._destroyed||a.emit(\"error\",e)})}catch(e){}}var n=r.body.getReader();!function e(){n.read().then(function(r){a._destroyed||(t(r.done),r.done?a.push(null):(a.push(Buffer.from(r.value)),e()))}).catch(function(e){t(!0),a._destroyed||a.emit(\"error\",e)})}()}else{if(a._xhr=e,a._pos=0,a.url=e.responseURL,a.statusCode=e.status,a.statusMessage=e.statusText,e.getAllResponseHeaders().split(/\\\\r?\\\\n/).forEach(function(e){var r=e.match(/^([^:]+):\\\\s*(.*)/);if(r){var s=r[1].toLowerCase();\"set-cookie\"===s?(void 0===a.headers[s]&&(a.headers[s]=[]),a.headers[s].push(r[2])):void 0!==a.headers[s]?a.headers[s]+=\", \"+r[2]:a.headers[s]=r[2],a.rawHeaders.push(r[1],r[2])}}),a._charset=\"x-user-defined\",!capability.overrideMimeType){var i=a.rawHeaders[\"mime-type\"];if(i){var u=i.match(/;\\\\s*charset=([^;])(;|$)/);u&&(a._charset=u[1].toLowerCase())}a._charset||(a._charset=\"utf-8\")}}};inherits(IncomingMessage,stream.Readable),IncomingMessage.prototype._read=function(){var e=this._resumeFetch;e&&(this._resumeFetch=null,e())},IncomingMessage.prototype._onXHRProgress=function(e){var r=this,s=r._xhr,t=null;switch(r._mode){case\"text\":if((t=s.responseText).length>r._pos){var a=t.substr(r._pos);if(\"x-user-defined\"===r._charset){for(var o=Buffer.alloc(a.length),n=0;n<a.length;n++)o[n]=255&a.charCodeAt(n);r.push(o)}else r.push(a,r._charset);r._pos=t.length}break;case\"arraybuffer\":if(s.readyState!==rStates.DONE||!s.response)break;t=s.response,r.push(Buffer.from(new Uint8Array(t)));break;case\"moz-chunked-arraybuffer\":if(t=s.response,s.readyState!==rStates.LOADING||!t)break;r.push(Buffer.from(new Uint8Array(t)));break;case\"ms-stream\":if(t=s.response,s.readyState!==rStates.LOADING)break;var i=new global.MSStreamReader;i.onprogress=function(){i.result.byteLength>r._pos&&(r.push(Buffer.from(new Uint8Array(i.result.slice(r._pos)))),r._pos=i.result.byteLength)},i.onload=function(){e(!0),r.push(null)},i.readAsArrayBuffer(t)}r._xhr.readyState===rStates.DONE&&\"ms-stream\"!==r._mode&&(e(!0),r.push(null))};\\n\\n}).call(this)}).call(this,require(221),typeof global !== \"undefined\" ? global : typeof self !== \"undefined\" ? self : typeof window !== \"undefined\" ? window : {},require(161).Buffer)}, {\"161\":161,\"221\":221,\"3277\":3277,\"3478\":3478,\"3479\":3479}];\\nwindow.modules[\"3477\"] = [function(require,module,exports){(function (process,global,Buffer){(function (){\\nvar capability=require(3478),inherits=require(3277),response=require(3476),stream=require(3479),IncomingMessage=response.IncomingMessage,rStates=response.readyStates;function decideMode(e,t){return capability.fetch&&t?\"fetch\":capability.mozchunkedarraybuffer?\"moz-chunked-arraybuffer\":capability.msstream?\"ms-stream\":capability.arraybuffer&&e?\"arraybuffer\":\"text\"}var ClientRequest=module.exports=function(e){var t,r=this;stream.Writable.call(r),r._opts=e,r._body=[],r._headers={},e.auth&&r.setHeader(\"Authorization\",\"Basic \"+Buffer.from(e.auth).toString(\"base64\")),Object.keys(e.headers).forEach(function(t){r.setHeader(t,e.headers[t])});var o=!0;if(\"disable-fetch\"===e.mode||\"requestTimeout\"in e&&!capability.abortController)o=!1,t=!0;else if(\"prefer-streaming\"===e.mode)t=!1;else if(\"allow-wrong-content-type\"===e.mode)t=!capability.overrideMimeType;else{if(e.mode&&\"default\"!==e.mode&&\"prefer-fast\"!==e.mode)throw new Error(\"Invalid value for opts.mode\");t=!0}r._mode=decideMode(t,o),r._fetchTimer=null,r._socketTimeout=null,r._socketTimer=null,r.on(\"finish\",function(){r._onFinish()})};function statusValid(e){try{var t=e.status;return null!==t&&0!==t}catch(e){return!1}}inherits(ClientRequest,stream.Writable),ClientRequest.prototype.setHeader=function(e,t){var r=e.toLowerCase();-1===unsafeHeaders.indexOf(r)&&(this._headers[r]={name:e,value:t})},ClientRequest.prototype.getHeader=function(e){var t=this._headers[e.toLowerCase()];return t?t.value:null},ClientRequest.prototype.removeHeader=function(e){delete this._headers[e.toLowerCase()]},ClientRequest.prototype._onFinish=function(){var e=this;if(!e._destroyed){var t=e._opts;\"timeout\"in t&&0!==t.timeout&&e.setTimeout(t.timeout);var r=e._headers,o=null;\"GET\"!==t.method&&\"HEAD\"!==t.method&&(o=new Blob(e._body,{type:(r[\"content-type\"]||{}).value||\"\"}));var s=[];if(Object.keys(r).forEach(function(e){var t=r[e].name,o=r[e].value;Array.isArray(o)?o.forEach(function(e){s.push([t,e])}):s.push([t,o])}),\"fetch\"===e._mode){var i=null;if(capability.abortController){var n=new AbortController;i=n.signal,e._fetchAbortController=n,\"requestTimeout\"in t&&0!==t.requestTimeout&&(e._fetchTimer=global.setTimeout(function(){e.emit(\"requestTimeout\"),e._fetchAbortController&&e._fetchAbortController.abort()},t.requestTimeout))}global.fetch(e._opts.url,{method:e._opts.method,headers:s,body:o||void 0,mode:\"cors\",credentials:t.withCredentials?\"include\":\"same-origin\",signal:i}).then(function(t){e._fetchResponse=t,e._resetTimers(!1),e._connect()},function(t){e._resetTimers(!0),e._destroyed||e.emit(\"error\",t)})}else{var a=e._xhr=new global.XMLHttpRequest;try{a.open(e._opts.method,e._opts.url,!0)}catch(t){return void process.nextTick(function(){e.emit(\"error\",t)})}\"responseType\"in a&&(a.responseType=e._mode),\"withCredentials\"in a&&(a.withCredentials=!!t.withCredentials),\"text\"===e._mode&&\"overrideMimeType\"in a&&a.overrideMimeType(\"text/plain; charset=x-user-defined\"),\"requestTimeout\"in 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IncomingMessage(e._xhr,e._fetchResponse,e._mode,e._resetTimers.bind(e)),e._response.on(\"error\",function(t){e.emit(\"error\",t)}),e.emit(\"response\",e._response))},ClientRequest.prototype._write=function(e,t,r){this._body.push(e),r()},ClientRequest.prototype._resetTimers=function(e){var t=this;global.clearTimeout(t._socketTimer),t._socketTimer=null,e?(global.clearTimeout(t._fetchTimer),t._fetchTimer=null):t._socketTimeout&&(t._socketTimer=global.setTimeout(function(){t.emit(\"timeout\")},t._socketTimeout))},ClientRequest.prototype.abort=ClientRequest.prototype.destroy=function(e){this._destroyed=!0,this._resetTimers(!0),this._response&&(this._response._destroyed=!0),this._xhr?this._xhr.abort():this._fetchAbortController&&this._fetchAbortController.abort(),e&&this.emit(\"error\",e)},ClientRequest.prototype.end=function(e,t,r){\"function\"==typeof e&&(r=e,e=void 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(global){(function (){\\nvar xhr;function getXHR(){if(void 0!==xhr)return xhr;if(global.XMLHttpRequest){xhr=new global.XMLHttpRequest;try{xhr.open(\"GET\",global.XDomainRequest?\"/\":\"https://example.com\")}catch(e){xhr=null}}else xhr=null;return xhr}function checkTypeSupport(e){var r=getXHR();if(!r)return!1;try{return r.responseType=e,r.responseType===e}catch(e){}return!1}function isFunction(e){return\"function\"==typeof e}exports.fetch=isFunction(global.fetch)&&isFunction(global.ReadableStream),exports.writableStream=isFunction(global.WritableStream),exports.abortController=isFunction(global.AbortController),exports.arraybuffer=exports.fetch||checkTypeSupport(\"arraybuffer\"),exports.msstream=!exports.fetch&&checkTypeSupport(\"ms-stream\"),exports.mozchunkedarraybuffer=!exports.fetch&&checkTypeSupport(\"moz-chunked-arraybuffer\"),exports.overrideMimeType=exports.fetch||!!getXHR()&&isFunction(getXHR().overrideMimeType),xhr=null;\\n\\n}).call(this)}).call(this,typeof global !== \"undefined\" ? global : typeof self !== \"undefined\" ? self : typeof window !== \"undefined\" ? window : {})}, {}];\\nwindow.modules[\"3479\"] = [function(require,module,exports){exports=module.exports=require(3482),exports.Stream=exports,exports.Readable=exports,exports.Writable=require(3483),exports.Duplex=require(3481),exports.Transform=require(3485),exports.PassThrough=require(3484),exports.finished=require(3492),exports.pipeline=require(3493);\\n}, {\"3481\":3481,\"3482\":3482,\"3483\":3483,\"3484\":3484,\"3485\":3485,\"3492\":3492,\"3493\":3493}];\\nwindow.modules[\"3480\"] = [function(require,module,exports){\"use strict\";function _inheritsLoose(e,r){e.prototype=Object.create(r.prototype),e.prototype.constructor=e,e.__proto__=r}var codes={};function createErrorType(e,r,t){t||(t=Error);var n=function(e){function t(t,n,o){return e.call(this,function(e,t,n){return\"string\"==typeof r?r:r(e,t,n)}(t,n,o))||this}return 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/,\"\")):n=\"must be\",endsWith(e,\" argument\"))o=\"The \".concat(e,\" \").concat(n,\" \").concat(oneOf(r,\"type\"));else{var c=includes(e,\".\")?\"property\":\"argument\";o=\\'The \"\\'.concat(e,\\'\" \\').concat(c,\" \").concat(n,\" \").concat(oneOf(r,\"type\"))}return o+=\". Received type \".concat(typeof t)},TypeError),createErrorType(\"ERR_STREAM_PUSH_AFTER_EOF\",\"stream.push() after EOF\"),createErrorType(\"ERR_METHOD_NOT_IMPLEMENTED\",function(e){return\"The \"+e+\" method is not implemented\"}),createErrorType(\"ERR_STREAM_PREMATURE_CLOSE\",\"Premature close\"),createErrorType(\"ERR_STREAM_DESTROYED\",function(e){return\"Cannot call \"+e+\" after a stream was destroyed\"}),createErrorType(\"ERR_MULTIPLE_CALLBACK\",\"Callback called multiple times\"),createErrorType(\"ERR_STREAM_CANNOT_PIPE\",\"Cannot pipe, not readable\"),createErrorType(\"ERR_STREAM_WRITE_AFTER_END\",\"write after end\"),createErrorType(\"ERR_STREAM_NULL_VALUES\",\"May not write null values to stream\",TypeError),createErrorType(\"ERR_UNKNOWN_ENCODING\",function(e){return\"Unknown encoding: \"+e},TypeError),createErrorType(\"ERR_STREAM_UNSHIFT_AFTER_END_EVENT\",\"stream.unshift() after end event\"),module.exports.codes=codes;\\n}, {}];\\nwindow.modules[\"3481\"] = [function(require,module,exports){(function (process){(function (){\\n\"use strict\";var objectKeys=Object.keys||function(e){var t=[];for(var r in e)t.push(r);return t};module.exports=Duplex;var Readable=require(3482),Writable=require(3483);require(3277)(Duplex,Readable);for(var keys=objectKeys(Writable.prototype),v=0;v<keys.length;v++){var method=keys[v];Duplex.prototype[method]||(Duplex.prototype[method]=Writable.prototype[method])}function Duplex(e){if(!(this instanceof Duplex))return new Duplex(e);Readable.call(this,e),Writable.call(this,e),this.allowHalfOpen=!0,e&&(!1===e.readable&&(this.readable=!1),!1===e.writable&&(this.writable=!1),!1===e.allowHalfOpen&&(this.allowHalfOpen=!1,this.once(\"end\",onend)))}function onend(){this._writableState.ended||process.nextTick(onEndNT,this)}function onEndNT(e){e.end()}Object.defineProperty(Duplex.prototype,\"writableHighWaterMark\",{enumerable:!1,get:function(){return 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EE=require(3339).EventEmitter,EElistenerCount=function(e,t){return e.listeners(t).length},Stream=require(3487),Buffer=require(161).Buffer,OurUint8Array=global.Uint8Array||function(){};function _uint8ArrayToBuffer(e){return Buffer.from(e)}function _isUint8Array(e){return Buffer.isBuffer(e)||e instanceof OurUint8Array}var debug,debugUtil=require(2868);debug=debugUtil&&debugUtil.debuglog?debugUtil.debuglog(\"stream\"):function(){};var StringDecoder,createReadableStreamAsyncIterator,from,BufferList=require(3489),destroyImpl=require(3488),_require=require(3490),getHighWaterMark=_require.getHighWaterMark,_require$codes=require(3480).codes,ERR_INVALID_ARG_TYPE=_require$codes.ERR_INVALID_ARG_TYPE,ERR_STREAM_PUSH_AFTER_EOF=_require$codes.ERR_STREAM_PUSH_AFTER_EOF,ERR_METHOD_NOT_IMPLEMENTED=_require$codes.ERR_METHOD_NOT_IMPLEMENTED,ERR_STREAM_UNSHIFT_AFTER_END_EVENT=_require$codes.ERR_STREAM_UNSHIFT_AFTER_END_EVENT;require(3277)(Readable,Stream);var errorOrDestroy=destroyImpl.errorOrDestroy,kProxyEvents=[\"error\",\"close\",\"destroy\",\"pause\",\"resume\"];function prependListener(e,t,r){if(\"function\"==typeof e.prependListener)return e.prependListener(t,r);e._events&&e._events[t]?Array.isArray(e._events[t])?e._events[t].unshift(r):e._events[t]=[r,e._events[t]]:e.on(t,r)}function ReadableState(e,t,r){Duplex=Duplex||require(3481),e=e||{},\"boolean\"!=typeof r&&(r=t instanceof Duplex),this.objectMode=!!e.objectMode,r&&(this.objectMode=this.objectMode||!!e.readableObjectMode),this.highWaterMark=getHighWaterMark(this,e,\"readableHighWaterMark\",r),this.buffer=new BufferList,this.length=0,this.pipes=null,this.pipesCount=0,this.flowing=null,this.ended=!1,this.endEmitted=!1,this.reading=!1,this.sync=!0,this.needReadable=!1,this.emittedReadable=!1,this.readableListening=!1,this.resumeScheduled=!1,this.paused=!0,this.emitClose=!1!==e.emitClose,this.autoDestroy=!!e.autoDestroy,this.destroyed=!1,this.defaultEncoding=e.defaultEncoding||\"utf8\",this.awaitDrain=0,this.readingMore=!1,this.decoder=null,this.encoding=null,e.encoding&&(StringDecoder||(StringDecoder=require(2866).StringDecoder),this.decoder=new StringDecoder(e.encoding),this.encoding=e.encoding)}function Readable(e){if(Duplex=Duplex||require(3481),!(this instanceof Readable))return new Readable(e);var t=this instanceof Duplex;this._readableState=new ReadableState(e,this,t),this.readable=!0,e&&(\"function\"==typeof e.read&&(this._read=e.read),\"function\"==typeof e.destroy&&(this._destroy=e.destroy)),Stream.call(this)}function readableAddChunk(e,t,r,a,n){debug(\"readableAddChunk\",t);var i,d=e._readableState;if(null===t)d.reading=!1,onEofChunk(e,d);else if(n||(i=chunkInvalid(d,t)),i)errorOrDestroy(e,i);else if(d.objectMode||t&&t.length>0)if(\"string\"==typeof t||d.objectMode||Object.getPrototypeOf(t)===Buffer.prototype||(t=_uint8ArrayToBuffer(t)),a)d.endEmitted?errorOrDestroy(e,new ERR_STREAM_UNSHIFT_AFTER_END_EVENT):addChunk(e,d,t,!0);else if(d.ended)errorOrDestroy(e,new ERR_STREAM_PUSH_AFTER_EOF);else{if(d.destroyed)return!1;d.reading=!1,d.decoder&&!r?(t=d.decoder.write(t),d.objectMode||0!==t.length?addChunk(e,d,t,!1):maybeReadMore(e,d)):addChunk(e,d,t,!1)}else a||(d.reading=!1,maybeReadMore(e,d));return!d.ended&&(d.length<d.highWaterMark||0===d.length)}function addChunk(e,t,r,a){t.flowing&&0===t.length&&!t.sync?(t.awaitDrain=0,e.emit(\"data\",r)):(t.length+=t.objectMode?1:r.length,a?t.buffer.unshift(r):t.buffer.push(r),t.needReadable&&emitReadable(e)),maybeReadMore(e,t)}function chunkInvalid(e,t){var r;return _isUint8Array(t)||\"string\"==typeof t||void 0===t||e.objectMode||(r=new ERR_INVALID_ARG_TYPE(\"chunk\",[\"string\",\"Buffer\",\"Uint8Array\"],t)),r}Object.defineProperty(Readable.prototype,\"destroyed\",{enumerable:!1,get:function(){return void 0!==this._readableState&&this._readableState.destroyed},set:function(e){this._readableState&&(this._readableState.destroyed=e)}}),Readable.prototype.destroy=destroyImpl.destroy,Readable.prototype._undestroy=destroyImpl.undestroy,Readable.prototype._destroy=function(e,t){t(e)},Readable.prototype.push=function(e,t){var r,a=this._readableState;return a.objectMode?r=!0:\"string\"==typeof e&&((t=t||a.defaultEncoding)!==a.encoding&&(e=Buffer.from(e,t),t=\"\"),r=!0),readableAddChunk(this,e,t,!1,r)},Readable.prototype.unshift=function(e){return readableAddChunk(this,e,null,!0,!1)},Readable.prototype.isPaused=function(){return!1===this._readableState.flowing},Readable.prototype.setEncoding=function(e){StringDecoder||(StringDecoder=require(2866).StringDecoder);var t=new StringDecoder(e);this._readableState.decoder=t,this._readableState.encoding=this._readableState.decoder.encoding;for(var r=this._readableState.buffer.head,a=\"\";null!==r;)a+=t.write(r.data),r=r.next;return this._readableState.buffer.clear(),\"\"!==a&&this._readableState.buffer.push(a),this._readableState.length=a.length,this};var MAX_HWM=1073741824;function computeNewHighWaterMark(e){return e>=MAX_HWM?e=MAX_HWM:(e--,e|=e>>>1,e|=e>>>2,e|=e>>>4,e|=e>>>8,e|=e>>>16,e++),e}function howMuchToRead(e,t){return e<=0||0===t.length&&t.ended?0:t.objectMode?1:e!=e?t.flowing&&t.length?t.buffer.head.data.length:t.length:(e>t.highWaterMark&&(t.highWaterMark=computeNewHighWaterMark(e)),e<=t.length?e:t.ended?t.length:(t.needReadable=!0,0))}function onEofChunk(e,t){if(debug(\"onEofChunk\"),!t.ended){if(t.decoder){var r=t.decoder.end();r&&r.length&&(t.buffer.push(r),t.length+=t.objectMode?1:r.length)}t.ended=!0,t.sync?emitReadable(e):(t.needReadable=!1,t.emittedReadable||(t.emittedReadable=!0,emitReadable_(e)))}}function emitReadable(e){var t=e._readableState;debug(\"emitReadable\",t.needReadable,t.emittedReadable),t.needReadable=!1,t.emittedReadable||(debug(\"emitReadable\",t.flowing),t.emittedReadable=!0,process.nextTick(emitReadable_,e))}function emitReadable_(e){var t=e._readableState;debug(\"emitReadable_\",t.destroyed,t.length,t.ended),t.destroyed||!t.length&&!t.ended||(e.emit(\"readable\"),t.emittedReadable=!1),t.needReadable=!t.flowing&&!t.ended&&t.length<=t.highWaterMark,flow(e)}function maybeReadMore(e,t){t.readingMore||(t.readingMore=!0,process.nextTick(maybeReadMore_,e,t))}function maybeReadMore_(e,t){for(;!t.reading&&!t.ended&&(t.length<t.highWaterMark||t.flowing&&0===t.length);){var r=t.length;if(debug(\"maybeReadMore read 0\"),e.read(0),r===t.length)break}t.readingMore=!1}function pipeOnDrain(e){return function(){var t=e._readableState;debug(\"pipeOnDrain\",t.awaitDrain),t.awaitDrain&&t.awaitDrain--,0===t.awaitDrain&&EElistenerCount(e,\"data\")&&(t.flowing=!0,flow(e))}}function updateReadableListening(e){var t=e._readableState;t.readableListening=e.listenerCount(\"readable\")>0,t.resumeScheduled&&!t.paused?t.flowing=!0:e.listenerCount(\"data\")>0&&e.resume()}function nReadingNextTick(e){debug(\"readable nexttick read 0\"),e.read(0)}function resume(e,t){t.resumeScheduled||(t.resumeScheduled=!0,process.nextTick(resume_,e,t))}function resume_(e,t){debug(\"resume\",t.reading),t.reading||e.read(0),t.resumeScheduled=!1,e.emit(\"resume\"),flow(e),t.flowing&&!t.reading&&e.read(0)}function flow(e){var t=e._readableState;for(debug(\"flow\",t.flowing);t.flowing&&null!==e.read(););}function fromList(e,t){return 0===t.length?null:(t.objectMode?r=t.buffer.shift():!e||e>=t.length?(r=t.decoder?t.buffer.join(\"\"):1===t.buffer.length?t.buffer.first():t.buffer.concat(t.length),t.buffer.clear()):r=t.buffer.consume(e,t.decoder),r);var r}function endReadable(e){var t=e._readableState;debug(\"endReadable\",t.endEmitted),t.endEmitted||(t.ended=!0,process.nextTick(endReadableNT,t,e))}function endReadableNT(e,t){if(debug(\"endReadableNT\",e.endEmitted,e.length),!e.endEmitted&&0===e.length&&(e.endEmitted=!0,t.readable=!1,t.emit(\"end\"),e.autoDestroy)){var r=t._writableState;(!r||r.autoDestroy&&r.finished)&&t.destroy()}}function indexOf(e,t){for(var r=0,a=e.length;r<a;r++)if(e[r]===t)return r;return-1}Readable.prototype.read=function(e){debug(\"read\",e),e=parseInt(e,10);var t=this._readableState,r=e;if(0!==e&&(t.emittedReadable=!1),0===e&&t.needReadable&&((0!==t.highWaterMark?t.length>=t.highWaterMark:t.length>0)||t.ended))return debug(\"read: 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_require$codes=require(3480).codes,ERR_METHOD_NOT_IMPLEMENTED=_require$codes.ERR_METHOD_NOT_IMPLEMENTED,ERR_MULTIPLE_CALLBACK=_require$codes.ERR_MULTIPLE_CALLBACK,ERR_TRANSFORM_ALREADY_TRANSFORMING=_require$codes.ERR_TRANSFORM_ALREADY_TRANSFORMING,ERR_TRANSFORM_WITH_LENGTH_0=_require$codes.ERR_TRANSFORM_WITH_LENGTH_0,Duplex=require(3481);function afterTransform(r,e){var t=this._transformState;t.transforming=!1;var n=t.writecb;if(null===n)return this.emit(\"error\",new ERR_MULTIPLE_CALLBACK);t.writechunk=null,t.writecb=null,null!=e&&this.push(e),n(r);var i=this._readableState;i.reading=!1,(i.needReadable||i.length<i.highWaterMark)&&this._read(i.highWaterMark)}function Transform(r){if(!(this instanceof Transform))return new Transform(r);Duplex.call(this,r),this._transformState={afterTransform:afterTransform.bind(this),needTransform:!1,transforming:!1,writecb:null,writechunk:null,writeencoding:null},this._readableState.needReadable=!0,this._readableState.sync=!1,r&&(\"function\"==typeof 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src=\"https://cdn.cookielaw.org/logos/9651e1f6-c35b-4377-be7f-5a0c93f0ecb8/fd2c628a-153d-49d4-b7b4-92a834c64b28/507420f5-a79f-4038-baea-bb890032307c/CNN_logo.png\"></div><button id=\"close-pc-btn-handler\" class=\"ot-close-icon\" aria-label=\"Close\" style=\"background-image: url(&quot;https://cdn.cookielaw.org/logos/static/ot_close.svg&quot;);\"></button></div><!-- Close Button --><div id=\"ot-pc-content\" class=\"ot-pc-scrollbar\"><div class=\"ot-optout-signal ot-hide\"><div class=\"ot-optout-icon\"><svg xmlns=\"http://www.w3.org/2000/svg\"><path class=\"ot-floating-button__svg-fill\" d=\"M14.588 0l.445.328c1.807 1.303 3.961 2.533 6.461 3.688 2.015.93 4.576 1.746 7.682 2.446 0 14.178-4.73 24.133-14.19 29.864l-.398.236C4.863 30.87 0 20.837 0 6.462c3.107-.7 5.668-1.516 7.682-2.446 2.709-1.251 5.01-2.59 6.906-4.016zm5.87 13.88a.75.75 0 00-.974.159l-5.475 6.625-3.005-2.997-.077-.067a.75.75 0 00-.983 1.13l4.172 4.16 6.525-7.895.06-.083a.75.75 0 00-.16-.973z\" fill=\"#FFF\" 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xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 444.531 444.531\" xml:space=\"preserve\"><title>Back Button</title><g><path fill=\"#656565\" d=\"M213.13,222.409L351.88,83.653c7.05-7.043,10.567-15.657,10.567-25.841c0-10.183-3.518-18.793-10.567-25.835\\n                    l-21.409-21.416C323.432,3.521,314.817,0,304.637,0s-18.791,3.521-25.841,10.561L92.649,196.425\\n                    c-7.044,7.043-10.566,15.656-10.566,25.841s3.521,18.791,10.566,25.837l186.146,185.864c7.05,7.043,15.66,10.564,25.841,10.564\\n                    s18.795-3.521,25.834-10.564l21.409-21.412c7.05-7.039,10.567-15.604,10.567-25.697c0-10.085-3.518-18.746-10.567-25.978\\n                    L213.13,222.409z\"></path></g></svg></button><h3>Cookie List</h3></div><div class=\"ot-lst-subhdr\"><div class=\"ot-search-cntr\"><p role=\"status\" class=\"ot-scrn-rdr\"></p><input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search…\" aria-label=\"Cookie list search\"> <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 -30 110 110\" aria-hidden=\"true\"><title>Search Icon</title><path fill=\"#2e3644\" d=\"M55.146,51.887L41.588,37.786c3.486-4.144,5.396-9.358,5.396-14.786c0-12.682-10.318-23-23-23s-23,10.318-23,23\\n            s10.318,23,23,23c4.761,0,9.298-1.436,13.177-4.162l13.661,14.208c0.571,0.593,1.339,0.92,2.162,0.92\\n            c0.779,0,1.518-0.297,2.079-0.837C56.255,54.982,56.293,53.08,55.146,51.887z M23.984,6c9.374,0,17,7.626,17,17s-7.626,17-17,17\\n            s-17-7.626-17-17S14.61,6,23.984,6z\"></path></svg></div><div class=\"ot-fltr-cntr\"><button id=\"filter-btn-handler\" aria-label=\"Filter\" aria-haspopup=\"true\"><svg role=\"presentation\" aria-hidden=\"true\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 402.577 402.577\" xml:space=\"preserve\"><title>Filter Icon</title><g><path fill=\"#fff\" d=\"M400.858,11.427c-3.241-7.421-8.85-11.132-16.854-11.136H18.564c-7.993,0-13.61,3.715-16.846,11.136\\n      c-3.234,7.801-1.903,14.467,3.999,19.985l140.757,140.753v138.755c0,4.955,1.809,9.232,5.424,12.854l73.085,73.083\\n      c3.429,3.614,7.71,5.428,12.851,5.428c2.282,0,4.66-0.479,7.135-1.43c7.426-3.238,11.14-8.851,11.14-16.845V172.166L396.861,31.413\\n      C402.765,25.895,404.093,19.231,400.858,11.427z\"></path></g></svg></button></div><div id=\"ot-anchor\"></div><section id=\"ot-fltr-modal\"><div id=\"ot-fltr-cnt\"><button id=\"clear-filters-handler\">Clear</button><div class=\"ot-fltr-scrlcnt ot-pc-scrollbar\"><div class=\"ot-fltr-opts\"><div class=\"ot-fltr-opt\"><div class=\"ot-chkbox\"><input id=\"chkbox-id\" type=\"checkbox\" class=\"category-filter-handler\"> <label for=\"chkbox-id\"><span class=\"ot-label-txt\">checkbox label</span></label> <span class=\"ot-label-status\">label</span></div></div></div><div class=\"ot-fltr-btns\"><button id=\"filter-apply-handler\">Apply</button> <button id=\"filter-cancel-handler\">Cancel</button></div></div></div></section></div></div><section id=\"ot-lst-cnt\" class=\"ot-host-cnt ot-pc-scrollbar\"><div id=\"ot-sel-blk\"><div class=\"ot-sel-all\"><div class=\"ot-sel-all-hdr\"><span class=\"ot-consent-hdr\">Consent</span> <span class=\"ot-li-hdr\">Leg.Interest</span></div><div class=\"ot-sel-all-chkbox\"><div class=\"ot-chkbox\" id=\"ot-selall-hostcntr\"><input id=\"select-all-hosts-groups-handler\" type=\"checkbox\"> <label for=\"select-all-hosts-groups-handler\"><span class=\"ot-label-txt\">checkbox label</span></label> <span class=\"ot-label-status\">label</span></div><div class=\"ot-chkbox\" id=\"ot-selall-vencntr\"><input id=\"select-all-vendor-groups-handler\" type=\"checkbox\"> <label for=\"select-all-vendor-groups-handler\"><span class=\"ot-label-txt\">checkbox label</span></label> 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a=e.hpt2;try{-1==a.indexOf(\"_\")&&(a=wminst.Util.base64Decode(a))}catch(e){}a=a.replace(/no-value-set/g,\"nvs\"),s.prop18=a}s.prop25=t,s.prop25=s.prop25.toLowerCase();try{e.gallery_name&&void 0!==e.gallery_name&&(s.prop6=e.gallery_name.toLowerCase(),s.eVar6=\"D=c6\")}catch(e){}s.prop54=\"photo gallery:\";var i=0;if(void 0!==e.gallery_type&&(s.prop33=e.gallery_type,\"carousel\"==e.gallery_type)){i=1,s.prop6=\"\",s.eVar6=\"\",s.prop25=\"\",s.eVar25=\"\";var n=\"\";try{n=e.content_type.replace(\"carousel_\",\"\")}catch(e){}void 0!==e.carousel_type||\"jumbotron\"==e.carousel_type?(s.prop33=\"jumbotron\",s.prop54=\"jumbotron:\"+n):s.prop54=\"carousel:\"+n}if(void 0!==e.pageURL){try{e.pageURL=e.pageURL.toLowerCase(),e.pageURL=e.pageURL.replace(/^.*\\\\/\\\\/[^\\\\/]+/,\"\"),e.pageURL=e.pageURL.replace(\"/index.html\",\"/\")}catch(e){}s.pageName=wminst.Util.getCNNPageName(e.pageURL)}if(void 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p=e.publish_date||\"a\";s.prop10=wminst.Util.getCNNDaysSinceLastPublish(p),s.prop11=wminst.Util.getCNNBrandingPartner(),s.prop44=wminst.Util.getCNNSourceID(),s.prop46=wminst.Util.getCNNTransactionID(),s.prop47=wminst.Util.getCNNGUID(),s.prop56=wminst.Util.getCNNOrientation(),s.prop75=wminst.Util.getCNNUserAuthState(),wminst.trackPage(),s.clearVars()})),PubSub.subscribe(\"photo-page\",(function(e){s.manageVars(\"clearVars\"),s.linkTrackVars=\"events,channel,server,pageName,prop4,eVar4,prop6,eVar6,prop8,eVar8,eVar15,eVar22,prop23,eVar23,prop25,eVar25,prop26,eVar26,eVar27,prop28,eVar28,eVar29,prop30,eVar30,prop32,eVar32,prop33,eVar33,prop35,eVar35,eVar36,prop37,eVar37,prop44,prop46,eVar46,prop47,eVar47,prop54,eVar54,prop56,eVar56,prop57,eVar57,prop59,eVar59,prop64,eVar64,prop73,eVar73,prop75,eVar75,eVar105,hier1,list1,list2\",s.linkTrackEvents=\"event26\",s.channel=wminst.Util.getCNNSection(0),s.server=wminst.Util.getADBPURL(\"domain\"),wminst.Util.setPageAttribution(),s.pageName=wminst.Util.getCNNPageName(),s.events=s.linkTrackEvents;var t=\"\";try{t=window.cnn_metadata.business.cnn.page.photo_gallery}catch(e){}try{t=window.CNN.omniture.gallery_name||t}catch(e){}if(t&&(t=t.replace(/%20/g,\" \")),s.prop6=t,s.prop8=wminst.Util.getCNNVisitNumber(28),s.eVar15=wminst.Util.getCNNTrafficPartner(),s.eVar22=wminst.Util.getCNNVideoOpportunity(),s.prop23=wminst.Util.getCNNPageHeadline(),s.prop26=wminst.Util.getCNNBaseURL(),s.prop28=wminst.Util.getCNNSection(1),s.prop30=wminst.Util.getSiteSpecificSettings(1),s.prop32=wminst.Util.getCNNTemplateType(\"long\"),s.eVar36=wminst.Util.getCNNKruxID(),s.prop37=wminst.Util.getCNNPlatform(),s.prop44=wminst.Util.getCNNSourceID(),s.prop46=wminst.Util.getCNNTransactionID(),s.prop47=wminst.Util.getCNNGUID(),s.prop56=wminst.Util.getCNNOrientation(),s.prop57=\"no mvpd 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t=s.pageName;if(s.manageVars(\"clearVars\"),s.linkTrackEvents=\"event26\",s.events=s.linkTrackEvents,s.prop28&&-1!=s.prop28.indexOf(\"electoral college map\")?s.prop69=e.interaction+\"_click\":\"comment-click:cronkite\"==e.interaction?s.prop69=\"time shift: on comment\":\"Go-Live:cronkite\"==e.interaction?s.prop69=\"time shift: go live\":\"time shift: on video\"==e.interaction?s.prop69=\"time shift: on video\":\"video carousel\"===e.interaction?s.prop69=e.interaction+\":click\":s.prop69=e.interaction.toLowerCase(),s.prop14=e.branding_social||\"\",s.campaign=wminst.Util.getQueryParam(\"cid\"),s.channel=wminst.Util.getCNNSection(0),s.server=wminst.Util.getADBPURL(\"domain\"),s.pageName=wminst.Util.getCNNPageName(),s.eVar26=\"D=pageName\",s.eVar27=\"D=ch\",s.prop28=wminst.Util.getCNNSection(1),s.eVar29=\"D=server\",s.prop30=wminst.Util.getSiteSpecificSettings(1),s.prop32=wminst.Util.getCNNTemplateType(\"long\"),s.prop33=wminst.Util.getCNNContentType()||\"adbp:none\",s.eVar36=wminst.Util.getCNNKruxID(),s.eVar37=wminst.Util.getCNNPlatform(),s.prop46=wminst.Util.getCNNTransactionID(),s.prop59=wminst.Util.getCNNAdobeID(),e.pageURL){try{e.pageURL.split(\"/\")[2].replace(\"www.\",\"\"),e.pageURL=e.pageURL.toLowerCase(),e.pageURL=e.pageURL.replace(/^.*\\\\/\\\\/[^\\\\/]+/,\"\"),e.pageURL=e.pageURL.replace(\"/index.html\",\"/\")}catch(e){}s.pageName=wminst.Util.getCNNPageName(e.pageURL)}\\nif(null!==e.interaction.match(/^(travel|style):gallery:(open|viewall)$/)?(s.linkTrackEvents=s.linkTrackEvents+\",event30\",s.events=s.linkTrackEvents):(s.linkTrackEvents=s.linkTrackEvents+\",event76\",s.events=s.linkTrackEvents),\"politics:submit 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t=0;t<=e.length;t++)\"event26\"!==e[t]&&\"event21\"!==e[t]&&\"event39\"!==e[t]||(e.splice(t,1),t=0);s.linkTrackEvents=e.toString(),s.events=s.linkTrackEvents}wminst.setBounceX(e),wminst.setOnboarding(e,t),wminst.setModuleLoad(e),wminst.setFollowTopic(e),wminst.trackLink(\"user interaction:\"+wminst.getInteractionType(e)),wminst.waitAfterInteraction(e),s.clearVars()})),PubSub.subscribe(\"election-click\",(function(e){s.manageVars(\"clearVars\"),s.linkTrackVars=\"events,server,channel,pageName,eVar13,eVar26,eVar27,prop28,eVar28,eVar29,prop30,eVar30,prop32,eVar32,prop33,eVar33,prop35,eVar35,eVar50,prop51,prop69,eVar69,eVar79,list2\",s.linkTrackEvents=\"event76\",s.events=s.linkTrackEvents,s.pageURL=wminst.Util.getCNNPageURL(),s.server=wminst.Util.getADBPURL(\"domain\"),s.eVar29=\"D=server\",s.channel=wminst.Util.getCNNSection(0),s.pageName=wminst.Util.getCNNPageName(),s.eVar26=\"D=pageName\",s.prop30=wminst.Util.getSiteSpecificSettings(1),s.eVar30=\"D=c30\";var t=void 0!==e.interaction_type?e.interaction_type:\"election center:\"+e.section,r=void 0!==e.interaction_type?e.interaction_type:\"election center:\";e.interaction_type&&(r=t=e.interaction_type),void 0!==e.tab&&\"\"!=e.tab&&(t=t+\":\"+e.tab,r+=\"tab click\"),void 0!==e.area&&\"\"!=e.area&&(t=t+\":\"+e.area+\":click\",r=\"election center:map click\"),void 0!==e.action&&\"\"!=e.action&&(-1!=e.action.indexOf(\"timeline\")?(t+=\":timeline\",r=\"election center:timeline\"):-1!=e.action.indexOf(\"expanded\")&&void 0!==e.issue&&\"\"!=e.issue&&(t=t+\":\"+e.issue,r=\"election center:issues\")),void 0!==e.button&&\"\"!=e.button&&(t=t+\":\"+e.button+\":click\",r=\"election center:\"+e.button+\" click\");try{void 0!==e.race_type&&void 0!==e.action&&(\"map 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t=void 0!==e.section?e.section:\"\",r=void 0!==e.tab?e.tab:\"\",a=void 0!==e.area?e.area:\"\",i=\"election center:\"+t+\":\"+r+\":\"+(void 0!==e.stateCode?e.stateCode:\"\")+\":\"+a+\":hover\",n=\"election center:hover\";try{void 0!==e.tab&&void 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+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# complete the code below\n",
+    "driver.page_source"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Task 1.2\n",
+    "Locate the 1st dropdown menu, scrape the U.S. states and territories list."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Alaska', 'Alabama', 'American Samoa', 'Arizona', 'Arkansas', 'California', 'Colorado', 'Connecticut', 'Delaware', 'Democrats Abroad', 'District of Columbia', 'Florida', 'Georgia', 'Hawaii', 'Idaho', 'Illinois', 'Iowa', 'Kansas', 'Louisiana', 'Maine', 'Massachusetts', 'Michigan', 'Minnesota', 'Mississippi', 'Missouri', 'Nevada', 'New Hampshire', 'New York', 'North Carolina', 'North Dakota', 'Northern Mariana Islands', 'Ohio', 'Oklahoma', 'Rhode Island', 'South Carolina', 'Tennessee', 'Texas', 'US Virgin Islands', 'Utah', 'Vermont', 'Virginia', 'Washington', 'Wisconsin', 'Wyoming']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# complete the code below\n",
+    "\n",
+    "# scrap the states and territories list from the dropdown menu\n",
+    "dropdown_name = \"select\"\n",
+    "us_state = driver.find_element(By.NAME, dropdown_name).text.split('\\n')[1:]\n",
+    "#us_state = driver.find_element(\"name\", dropdown_name).text.split('\\n')[1:]\n",
+    "\n",
+    "# Lab Submission: What is the css selector for the dropdown menu? \n",
+    "dropdown_css = \"select#pol-dropdown\"\n",
+    "dropdown_menu = driver.find_element(By.CSS_SELECTOR, dropdown_css)\n",
+    "dropdown_menu.click()\n",
+    "\n",
+    "# store the states and territories names in a list\n",
+    "us_state = [state for state in us_state]  \n",
+    "print(us_state)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Task 1.3\n",
+    "Locate and click the button - \"See county level results\"."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# complete the code below\n",
+    "\n",
+    "# Locate the button - \"See county level results\"\n",
+    "county_button = driver.find_element(By.CLASS_NAME, \"cta-wrapper-1KjYeR\").find_element(By.TAG_NAME, \"a\")\n",
+    "#county_button = driver.find_element(\"class name\", \"cta-wrapper-1KjYeR\").find_element(\"tag name\", \"a\")\n",
+    "county_button.click()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Task 2.1\n",
+    "Scrape the winner's name and the number of delegates obtained in the Democratic presidential primary in Alabama.\n",
+    "\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "('Joe Biden', '52')"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# complete the code below\n",
+    "\n",
+    "# Scrap the winner's name and number of delegates\n",
+    "winner_info = driver.find_element(By.CSS_SELECTOR, \"tr.isWinner-3g_AYM\").text.split(\"\\n\")\n",
+    "#winner_info = driver.find_element(\"css selector\", \"tr.isWinner-3g_AYM\").text.split(\"\\n\")\n",
+    "winner_info[0], winner_info[-1]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Task 2.2\n",
+    "You can find the tables showing election results for each county. That is the data we should extract. Pass the page source to BeautifulSoup HTML parser. With BeautifulSoup methods, scrape and print the county names."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Autauga\n",
+      "Baldwin\n",
+      "Barbour\n"
+     ]
+    }
+   ],
+   "source": [
+    "# complete the code below\n",
+    "\n",
+    "soup = BeautifulSoup(driver.page_source, 'html.parser')\n",
+    "county_ls = soup.select('article.core-result div.header-container-1LzJY9 h2')\n",
+    "for county in county_ls:\n",
+    "    print(county.text)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Task 2.3\n",
+    "Locate the 'Right arrow' button, write code to keep clicking on this button until it is not shown. Combine with the code in previous task and modify a bit, store all the county names in a list `county_ls`. \n",
+    "\n",
+    "Hints: implement with while-loop and try/except clause."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done\n",
+      "<selenium.webdriver.remote.webelement.WebElement (session=\"4af39d21e9717f9821b65f5f1feb78de\", element=\"f.7BF1AE0E5CBDE68A7C5DB9FD3F353566.d.7004ED5F021A47082D8E0D6DE1B7D778.e.908\")>\n",
+      "Total # of counties:  67\n",
+      "['Autauga', 'Baldwin', 'Barbour', 'Bibb', 'Blount', 'Bullock', 'Butler', 'Calhoun', 'Chambers', 'Cherokee', 'Chilton', 'Choctaw', 'Clarke', 'Clay', 'Cleburne', 'Coffee', 'Colbert', 'Conecuh', 'Coosa', 'Covington', 'Crenshaw', 'Cullman', 'Dale', 'Dallas', 'DeKalb', 'Elmore', 'Escambia', 'Etowah', 'Fayette', 'Franklin', 'Geneva', 'Greene', 'Hale', 'Henry', 'Houston', 'Jackson', 'Jefferson', 'Lamar', 'Lauderdale', 'Lawrence', 'Lee', 'Limestone', 'Lowndes', 'Macon', 'Madison', 'Marengo', 'Marion', 'Marshall', 'Mobile', 'Monroe', 'Montgomery', 'Morgan', 'Perry', 'Pickens', 'Pike', 'Randolph', 'Russell', 'Shelby', 'St. Clair', 'Sumter', 'Talladega', 'Tallapoosa', 'Tuscaloosa', 'Walker', 'Washington', 'Wilcox', 'Winston']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# complete the code below\n",
+    "\n",
+    "# locate the right button\n",
+    "button = driver.find_element(By.CSS_SELECTOR, \"button.rightButton\")\n",
+    "#button = driver.find_element(\"css selector\", \"button.rightButton\")\n",
+    "\n",
+    "output_ls = []\n",
+    "\n",
+    "while True:\n",
+    "    try:\n",
+    "        # pass the page source to beautifulsoup for scraping\n",
+    "        soup = BeautifulSoup(driver.page_source, 'html.parser')\n",
+    "        county_ls = soup.select('article.core-result div.header-container-1LzJY9 h2')\n",
+    "        for county in county_ls:\n",
+    "            output_ls.append(county.text)\n",
+    "\n",
+    "        # click the right button\n",
+    "        button.click()\n",
+    "        \n",
+    "    except:\n",
+    "        print('done')\n",
+    "        break\n",
+    "        \n",
+    "print('Total # of counties: ', len(output_ls))\n",
+    "print(output_ls)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Task 3.1\n",
+    "Given a list of U.S. states, implement the code with for-loop, navigate to the pages of democratic primary results of all the listed states. Use Selenium `.get()` method and print each page title."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Alabama Presidential Democratic primary election results and maps 2024 | CNN Politics\n",
+      "American Samoa presidential Democratic caucuses election results and maps 2024 | CNN Politics\n",
+      "California Presidential Democratic primary election results and maps 2024 | CNN Politics\n",
+      "Florida Presidential Democratic primary election results and maps 2024 | CNN Politics\n",
+      "New York Presidential Democratic primary election results and maps 2024 | CNN Politics\n"
+     ]
+    }
+   ],
+   "source": [
+    "# complete the code below\n",
+    "\n",
+    "selected_states = ['Alabama', 'American Samoa', 'California', 'Florida', 'New York']\n",
+    "\n",
+    "# fill in the prefix and suffix of the pages\n",
+    "prefix = \"https://edition.cnn.com/election/2024/primaries-and-caucuses/results/\"\n",
+    "suffix = \"/democratic-presidential-primary\"\n",
+    "\n",
+    "for i in selected_states:\n",
+    "    # modify the state names\n",
+    "    state_name = i.lower().replace(\" \", \"-\")\n",
+    "    link = f'{prefix}{state_name}{suffix}'\n",
+    "    driver.get(link)\n",
+    "    print(driver.title)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Task 3.2 (Take home)\n",
+    "This time, visit also the pages of republican primary results and print each page title. "
+   ]
+  }
+ ],
+ "metadata": {
+  "interpreter": {
+   "hash": "b740d220f5ad61de4a5537b0747096853a9a4d33fec50636740be1cabf866fb1"
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/gitUpdate.bat b/gitUpdate.bat
new file mode 100644
index 0000000..dae269b
--- /dev/null
+++ b/gitUpdate.bat
@@ -0,0 +1,7 @@
+git status .
+
+@pause
+
+git add .
+git commit -m"update jzzzz123,"
+start git push
\ No newline at end of file
diff --git a/gitUpdate.sh b/gitUpdate.sh
new file mode 100755
index 0000000..c96734f
--- /dev/null
+++ b/gitUpdate.sh
@@ -0,0 +1,16 @@
+#!/usr/bin/env bash
+
+set -ex
+
+git config --global http.version HTTP/1.1
+git config --global lfs.allowincompletepush true
+git config --global lfs.locksverify true
+git config --global http.postBuffer 5368709120
+
+git add .
+
+git commit -m 'update,'
+
+git push
+
+echo "done"
diff --git a/meta.md b/meta.md
new file mode 100644
index 0000000..b6c7564
--- /dev/null
+++ b/meta.md
@@ -0,0 +1,7 @@
+---
+tags: scraping
+---
+
+# jzzzz123
+
+## history