{ "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": [ "'\\n\\n\\n \\n \\n \\n\\n \\n \\n Alabama Democratic and Republican primary election results and maps 2024 | CNN Politics\\n\\n\\n\\n \\n\\n\\n\\n\\n \\n \\n \\n\\n \\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n \\n\\n \\n\\n\\n\\n \\n \\n \\n\\n \\n\\n\\n \\n\\n\\n\\n\\n\\n \\n \\n \\n \\n \\n\\n \\n\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n\\n \\n\\n\\n\\n\\n\\n \\n\\n\\n \\n\\n
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\\n Presidential and Congressional Primaries: Alabama Results 2024\\n

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Results from the 2024 Alabama presidential and congressional primaries.
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Results from the 2024 Alabama presidential and congressional primaries.
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\\n Our coverage of Alabama\\n

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Democratic Presidential Primary: Alabama

52
Pledged Delegates
Candidate % Votes Pledged Delegates Del.
Joe Biden Democratic, Incumbent 89.5%
168,080 156,797 ahead
 52
Uncommitted Democratic 6.0%
11,283 156,797 ahead
Dean Phillips Democratic 4.5%
8,442 156,797 ahead
Projected Winner
\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\nMontgomery\\n\\nBirmingham\\n\\nMobile\\n\\n
Leading
Biden

Est. vote in: 99%

Checking for updates in: 08 seconds

See county-level results
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Republican Presidential Primary: Alabama

  • Key Race
50
Bound Delegates
Candidate % Votes Bound Delegates Del.
Donald Trump Republican 83.2%
499,147 421,158 ahead
 50
Nikki Haley Republican 13.0%
77,989 421,158 ahead
 0
Projected Winner
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Leading
Trump

Est. vote in: 92%

Checking for updates in: 08 seconds

See county-level results
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Democratic House Districts: Alabama

Click the House district name for the full results.

District Leading candidate(s) % Votes
AL 1 Holmes 0.0%
0
Est. vote in: 0% Checking for updates in: 08 seconds
AL 2 Figures
43.5%
24,825 12,051 ahead
Daniels
22.4%
12,774
Est. vote in: 82% Checking for updates in: 08 seconds
AL 6 Anderson 0.0%
0
Est. vote in: 0% Checking for updates in: 08 seconds
AL 7 Sewell Incumbent 92.6%
59,040 54,331 ahead
Davis 7.4%
4,709
Est. vote in: 99% Checking for updates in: 08 seconds
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Republican House Districts: Alabama

Click the House district name for the full results.

District Leading candidate(s) % Votes
AL 1
Key Race
 Moore Incumbent 57.7%
53,956 14,462 ahead
Carl Incumbent 42.3%
39,494
Est. vote in: 87% Checking for updates in: 08 seconds
AL 2 Brewbaker
37.0%
22,589 7,487 ahead
Dobson
24.8%
15,102
Est. vote in: 99% Checking for updates in: 08 seconds
AL 3 Rogers Incumbent 81.9%
71,242 60,316 ahead
Newell 12.5%
10,926
Est. vote in: 95% Checking for updates in: 08 seconds
AL 4 Aderholt Incumbent 79.7%
88,976 66,295 ahead
Holcomb 20.3%
22,681
Est. vote in: 92% Checking for updates in: 08 seconds
AL 5 Strong Incumbent 0.0%
0
Est. vote in: 0% Checking for updates in: 08 seconds
AL 6 Palmer Incumbent 83.2%
76,488 66,787 ahead
Wilkins 10.6%
9,701
Est. vote in: 82% Checking for updates in: 08 seconds
AL 7 Horn 58.2%
18,100 5,110 ahead
Litaker 41.8%
12,990
Est. vote in: 63% Checking for updates in: 08 seconds
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\\n Presidential primary and caucus winners\\n

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Presidential primary and caucus winners in 2024

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Republican bound delegates

Candidate 1,215 to win (out of 2,429) Bound Delegates
Donald Trump
1,863 1,772 ahead
Nikki Haley DROPPED OUT
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Ron DeSantis DROPPED OUT
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Projected Winner

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Democratic pledged delegates

Candidate 1,968 to win (out of 3,934) Pledged Delegates
Joe Biden
3,057 3,031 ahead
Uncommitted
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Jason Palmer
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Projected Winner

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Latest news

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Analysis

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Election video

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\\n \\n\\n\\n'" ] }, "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", "\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 }