tunmnlu/task_2/hw2_skeleton/Q1/popular_board_game.csv

1	name	category	playtime	playtime_num	avg_rating	num_ratings	min_players
2	Agricola	Economic	>90	150	7.988569999999999	61557	1
3	Puerto Rico	Economic	>90	150	8.0359	61157	3
4	Small World	Fighting	(60, 90]	80	7.29949	59211	2
5	Codenames	Deduction	<=30	15	7.71148	62563	2
6	Power Grid	Economic	>90	120	7.890039999999999	54420	2
7	King of Tokyo	Fighting	<=30	30	7.23048	54881	2
8	Love Letter	Deduction	<=30	20	7.25253	53131	2
9	Splendor	Economic	<=30	30	7.473310000000001	54445	2
10	Citadels	Bluffing	(30, 60]	60	7.10124	46905	2
11	Dixit	Party Game	<=30	30	7.29405	47812	3
12	Race for the Galaxy	Economic	(30, 60]	60	7.7624	44579	2
13	Scythe	Economic	>90	115	8.2841	52513	1
14	Terraforming Mars	Economic	>90	120	8.403310000000001	57359	1
15	Munchkin	Fighting	>90	120	5.92127	39939	3
16	Arkham Horror	Fighting	>90	360	7.29157	36102	1
17	Dead of Winter: A Crossroads Game	Bluffing	>90	120	7.67747	37602	2
18	Terra Mystica	Economic	>90	150	8.19293	37276	2
19	Hanabi	Deduction	<=30	25	7.1373	36775	2
20	The Resistance	Bluffing	<=30	30	7.33418	34774	5
21	Battlestar Galactica: The Board Game	Bluffing	>90	300	7.740819999999999	32005	3
22	Coup	Bluffing	<=30	15	7.03729	33927	2
23	Star Realms	Fighting	<=30	20	7.60884	33898	2
24	Magic: The Gathering	Fighting	<=30	20	7.47773	31086	2
25	Robinson Crusoe: Adventures on the Cursed Island	Fighting	>90	120	7.90738	31773	1
26	Blood Rage	Fighting	(60, 90]	90	8.031080000000001	31455	2
27	Caylus	Economic	>90	150	7.8110800000000005	26174	2
28	Gloomhaven	Fighting	>90	120	8.89906	37075	1
29	Tzolk'in: The Mayan Calendar	Economic	(60, 90]	90	7.92748	28786	2
30	Android: Netrunner	Bluffing	(30, 60]	45	7.89668	26001	2
31	Eclipse	Fighting	>90	180	7.94262	25542	2
32	A Game of Thrones: The Board Game (Second Edition)	Bluffing	>90	240	7.6607	27362	3
33	Cosmic Encounter	Bluffing	>90	120	7.555280000000001	26335	3
34	Sheriff of Nottingham	Bluffing	(30, 60]	60	7.21073	28017	3
35	Caverna: The Cave Farmers	Economic	>90	210	8.0693	26739	1
36	Eldritch Horror	Fighting	>90	240	7.858039999999999	27732	1
37	Monopoly	Economic	>90	180	4.37636	26676	2
38	Shadows over Camelot	Bluffing	(60, 90]	80	7.13334	24892	3
39	Mage Knight Board Game	Fighting	>90	240	8.106630000000001	26609	1
40	BANG!	Bluffing	(30, 60]	40	6.52314	25506	4
41	Mysterium	Deduction	(30, 60]	42	7.39843	29442	2
42	Le Havre	Economic	>90	150	7.89077	25443	1
43	The Resistance: Avalon	Bluffing	<=30	30	7.62483	25833	5
44	Roll for the Galaxy	Economic	(30, 60]	45	7.72867	24800	2
45	Saboteur	Bluffing	<=30	30	6.6024899999999995	24198	3
46	Star Wars: X-Wing Miniatures Game	Bluffing	(30, 60]	45	7.759760000000001	22459	2
47	San Juan	Economic	(30, 60]	60	7.27255	21812	2
48	Istanbul	Economic	(30, 60]	60	7.60923	23680	2
49	Concordia	Economic	>90	100	8.105360000000001	25711	2
50	For Sale	Economic	<=30	30	7.216589999999999	22580	3
51	Cards Against Humanity	Party Game	<=30	30	6.02013	22147	4
52	Elder Sign	Fighting	(60, 90]	90	7.00506	21321	1
53	Descent: Journeys in the Dark (Second Edition)	Fighting	>90	120	7.731269999999999	21853	2
54	Suburbia	Economic	(60, 90]	90	7.56653	20870	1
55	Colt Express	Fighting	(30, 60]	40	7.163119999999999	22886	2
56	Ghost Stories	Fighting	(30, 60]	60	7.352010000000001	18848	1
57	Viticulture Essential Edition	Economic	(60, 90]	90	8.14362	25735	1
58	Survive: Escape from Atlantis!	Bluffing	(30, 60]	60	7.308510000000001	19404	2
59	Acquire	Economic	(60, 90]	90	7.35261	17836	2
60	Through the Ages: A Story of Civilization	Economic	>90	240	7.989739999999999	17684	2
61	One Night Ultimate Werewolf	Bluffing	<=30	10	7.213360000000001	20142	3
62	Star Wars: Imperial Assault	Fighting	>90	120	8.0778	19391	2
63	Star Wars: Rebellion	Fighting	>90	240	8.44551	21095	2
64	Mansions of Madness: Second Edition	Fighting	>90	180	8.15362	22562	1
65	Apples to Apples	Party Game	<=30	30	5.85811	17184	4
66	Keyflower	Economic	>90	120	7.85182	18067	2
67	BANG! The Dice Game	Bluffing	<=30	15	6.990310000000001	18715	3
68	Through the Ages: A New Story of Civilization	Economic	>90	120	8.531039999999999	21053	2
69	Isle of Skye: From Chieftain to King	Economic	(30, 60]	50	7.456339999999999	19015	2
70	Cyclades	Fighting	(60, 90]	90	7.5237	17126	2
71	The Voyages of Marco Polo	Economic	>90	100	7.94038	18669	2
72	Spyfall	Bluffing	<=30	15	6.9856	17441	3
73	Troyes	Economic	(60, 90]	90	7.76293	17608	2
74	Clue	Bluffing	(30, 60]	45	5.65866	16735	3
75	The Pillars of the Earth	Economic	>90	120	7.30571	15943	2
76	Brass: Lancashire	Economic	>90	120	8.12303	18149	2
77	Diamant	Bluffing	<=30	30	6.831119999999999	16269	3
78	Alchemists	Deduction	>90	120	7.69764	17270	2
79	Zombie Dice	Party Game	<=30	20	6.21825	15634	2
80	Mice and Mystics	Fighting	(60, 90]	90	7.371410000000001	16009	1
81	Modern Art	Economic	(30, 60]	45	7.37034	15950	3
82	Battle Line	Deduction	<=30	30	7.41564	15193	2
83	Zombies!!!	Fighting	(60, 90]	90	5.8306	14176	2
84	Mr. Jack	Deduction	<=30	30	7.045439999999999	14639	2
85	Sushi Go Party!	Party Game	<=30	20	7.51717	19687	2
86	Saint Petersburg	Economic	(30, 60]	60	7.312689999999999	14032	2
87	Sherlock Holmes Consulting Detective: The Thames Murders & Other Cases	Deduction	>90	120	7.800330000000001	16023	1
88	Dixit: Odyssey	Party Game	<=30	30	7.48416	15671	3
89	Sentinels of the Multiverse	Fighting	(30, 60]	60	7.273210000000001	14307	2
90	Chaos in the Old World	Fighting	>90	120	7.67316	13966	3
91	Friday	Fighting	<=30	25	7.1943399999999995	15356	1
92	Kemet	Fighting	>90	120	7.75018	15473	2
93	Last Night on Earth: The Zombie Game	Fighting	(60, 90]	90	6.96853	13389	2
94	Castle Panic	Fighting	(30, 60]	60	6.67413	13818	1
95	Codenames: Pictures	Deduction	<=30	15	7.341069999999999	15752	2
96	Quarriors!	Fighting	<=30	30	6.780989999999999	12941	2
97	Century: Spice Road	Economic	(30, 60]	45	7.39227	16948	2
98	Scotland Yard	Deduction	(30, 60]	45	6.50481	13713	3
99	Glory to Rome	Economic	(30, 60]	60	7.49292	12710	2
100	Stratego	Bluffing	(30, 60]	45	6.0709800000000005	13254	2
101	Dungeon Lords	Economic	(60, 90]	90	7.417160000000001	12623	2
102	Concept	Deduction	(30, 60]	40	6.8856399999999995	14303	4
103	Mansions of Madness	Fighting	>90	180	7.3316300000000005	12513	2
104	Neuroshima Hex! 3.0	Fighting	<=30	30	7.41835	12870	1
105	King of New York	Fighting	(30, 60]	40	7.02216	13485	2
106	Shogun	Economic	>90	120	7.55495	12550	3
107	Wits & Wagers	Bluffing	<=30	25	6.94676	12917	3
108	Captain Sonar	Deduction	(30, 60]	60	7.639639999999999	14985	2
109	Letters from Whitechapel	Bluffing	(30, 60]	60	7.434589999999999	13173	2
110	Legends of Andor	Fighting	(60, 90]	90	7.24574	13913	2
111	Talisman (Revised 4th Edition)	Fighting	(60, 90]	90	6.53718	12642	2
112	Merchants & Marauders	Fighting	>90	180	7.435960000000001	12345	2
113	Notre Dame	Economic	(60, 90]	75	7.3657699999999995	11972	2
114	Secret Hitler	Bluffing	(30, 60]	45	7.587860000000001	16293	5
115	Space Hulk: Death Angel – The Card Game	Fighting	(30, 60]	60	6.99383	11877	1
116	Pathfinder Adventure Card Game: Rise of the Runelords – Base Set	Fighting	(60, 90]	90	7.27195	11763	1
117	Diplomacy	Bluffing	>90	360	7.05243	11810	2
118	Liar's Dice	Bluffing	<=30	30	6.91821	12127	2
119	Mechs vs. Minions	Fighting	(60, 90]	90	8.12782	13204	2
120	Deception: Murder in Hong Kong	Bluffing	<=30	20	7.53145	14670	4
121	A Feast for Odin	Economic	>90	120	8.180769999999999	15434	1
122	Descent: Journeys in the Dark	Fighting	>90	240	7.3143	11190	2
123	Evolution	Fighting	(30, 60]	60	7.19797	12787	2
124	Spirit Island	Fighting	>90	120	8.370519999999999	20755	1
125	Rising Sun	Bluffing	>90	120	8.00452	14439	3
126	Goa	Economic	(60, 90]	90	7.60498	10832	2
127	Ca$h 'n Guns (Second Edition)	Bluffing	<=30	30	6.9594	12009	4
128	Above and Below	Economic	(60, 90]	90	7.50327	11997	2
129	Nations	Economic	>90	200	7.6715100000000005	10862	1
130	Telestrations	Party Game	<=30	30	7.41051	11893	4
131	A Game of Thrones (First Edition)	Bluffing	>90	180	7.246110000000001	10068	3
132	Jungle Speed	Party Game	<=30	10	6.53659	10833	2
133	War of the Ring (Second Edition)	Fighting	>90	180	8.42735	12442	2
134	Summoner Wars: Master Set	Fighting	(30, 60]	60	7.55392	10193	2
135	In the Year of the Dragon	Economic	>90	100	7.38305	10468	2
136	HeroQuest	Fighting	(60, 90]	90	7.102060000000001	10553	2
137	Skull	Bluffing	(30, 60]	45	7.17317	12818	3
138	Axis & Allies	Economic	>90	180	6.558860000000001	10113	2
139	Thunderstone	Fighting	(30, 60]	60	6.969869999999999	9951	1
140	Food Chain Magnate	Economic	>90	240	8.18414	12724	2
141	Zombicide: Black Plague	Fighting	>90	180	7.73977	11801	1
142	Tobago	Deduction	(30, 60]	60	7.12657	10224	2
143	Blood Bowl: Team Manager – The Card Game	Fighting	(60, 90]	90	7.3746	10081	2
144	Jenga	Party Game	<=30	20	5.58245	10913	1
145	Ca$h 'n Gun$	Bluffing	<=30	30	6.609139999999999	9649	4
146	Welcome to the Dungeon	Bluffing	<=30	30	6.65729	11065	2
147	Legendary Encounters: An Alien Deck Building Game	Fighting	(30, 60]	60	7.79776	10639	1
148	Gaia Project	Economic	>90	150	8.53656	14283	1
149	Taboo	Party Game	<=30	20	6.28354	9974	4
150	Steam	Economic	(60, 90]	90	7.6248	9373	3
151	Ora et Labora	Economic	>90	180	7.71547	9487	1
152	Bruges	Economic	(30, 60]	60	7.45063	9855	2
153	Clans of Caledonia	Economic	>90	120	8.05595	13184	1
154	Champions of Midgard	Fighting	(60, 90]	90	7.79091	12069	2
155	Fury of Dracula (Second Edition)	Deduction	>90	180	7.1504199999999996	8872	2
156	Small World Underground	Fighting	(60, 90]	90	7.299910000000001	9446	2
157	Mombasa	Economic	>90	150	7.921639999999999	10357	2
158	The Werewolves of Miller's Hollow	Bluffing	<=30	30	6.78826	9472	8
159	The Mind	Deduction	<=30	15	7.0392399999999995	16329	2
160	At the Gates of Loyang	Economic	>90	120	7.3853800000000005	9302	1
161	Grand Austria Hotel	Economic	>90	120	7.77435	11021	2
162	The Manhattan Project	Economic	>90	120	7.41617	8902	2
163	Viticulture	Economic	(60, 90]	90	7.6482600000000005	9633	2
164	Fury of Dracula (third/fourth edition)	Deduction	>90	180	7.5733	10561	2
165	Nexus Ops	Fighting	(60, 90]	90	7.22964	8359	2
166	Last Will	Economic	(60, 90]	75	7.21237	8762	2
167	Amun-Re	Economic	(60, 90]	90	7.33098	8435	3
168	Poker	Bluffing	(30, 60]	60	6.691739999999999	8879	2
169	Glen More	Economic	(60, 90]	70	7.33712	8506	2
170	Mascarade	Bluffing	<=30	30	6.65192	8852	2
171	Hero Realms	Fighting	<=30	30	7.6843699999999995	10986	2
172	Charterstone	Economic	(60, 90]	75	7.658930000000001	10717	1
173	Codenames: Duet	Deduction	<=30	30	7.71535	11899	2
174	Imperial	Economic	>90	180	7.617039999999999	8147	2
175	Glass Road	Economic	(60, 90]	80	7.459110000000001	8681	1
176	Dungeons & Dragons: Castle Ravenloft Board Game	Fighting	(30, 60]	60	6.97768	8239	1
177	Arcadia Quest	Fighting	(30, 60]	60	7.81647	8790	2
178	Cranium	Party Game	(30, 60]	60	5.68705	8318	4
179	Jambo	Economic	(30, 60]	45	7.02922	7877	2
180	Pirate's Cove	Fighting	(60, 90]	90	6.58053	7861	3
181	Vikings	Economic	(30, 60]	60	7.26584	7827	2
182	Cuba	Economic	>90	120	7.157960000000001	7769	2
183	Pit	Economic	(60, 90]	90	6.39326	8042	3
184	Runebound (Second Edition)	Fighting	>90	240	6.889130000000001	7648	2
185	Yspahan	Economic	(30, 60]	60	7.10018	7632	2
186	Heroscape Master Set: Rise of the Valkyrie	Fighting	(60, 90]	90	7.42948	7681	2
187	Condottiere	Bluffing	(30, 60]	45	6.78654	8308	2
188	Age of Steam	Economic	>90	120	7.69597	8430	1
189	Shadow Hunters	Bluffing	(30, 60]	45	6.8327	7837	4
190	Once Upon a Time: The Storytelling Card Game	Party Game	<=30	30	6.4413800000000005	7878	2
191	Mystery of the Abbey	Deduction	(60, 90]	90	6.54882	7560	3
192	Runewars	Fighting	>90	240	7.66713	7614	2
193	Navegador	Economic	(60, 90]	90	7.562689999999999	7812	2
194	Scattergories	Party Game	<=30	30	6.15963	8092	2
195	Arboretum	Bluffing	<=30	30	7.418130000000001	11523	2
196	Monopoly Deal Card Game	Economic	<=30	15	6.26259	8169	2
197	Anachrony	Economic	>90	120	8.13322	10136	1
198	Chinatown	Economic	(30, 60]	60	7.2674	8000	3
199	Trivial Pursuit: Genus Edition	Party Game	(60, 90]	90	5.20655	7272	2
200	Mage Wars Arena	Fighting	(60, 90]	90	7.68354	7226	2
201	Dungeon Roll	Fighting	<=30	15	6.14269	7273	1
202	Chicago Express	Economic	(30, 60]	60	7.2293	7243	2
203	La Granja	Economic	>90	120	7.71128	8110	1
204	The Gallerist	Economic	>90	150	8.01737	8927	1
205	Civilization	Economic	>90	360	7.512389999999999	7007	2
206	StarCraft: The Board Game	Fighting	>90	240	7.337000000000001	6937	2
207	Taj Mahal	Bluffing	>90	100	7.3042	6958	3
208	Deep Sea Adventure	Party Game	<=30	30	7.08438	9578	2
209	Mr. Jack Pocket	Bluffing	<=30	15	6.94803	7242	2
210	Twilight Imperium (Fourth Edition)	Economic	>90	480	8.72044	11474	3
211	Oh My Goods!	Economic	<=30	30	7.012810000000001	8518	2
212	Archipelago	Economic	>90	240	7.37949	7113	2
213	Space Hulk (third edition)	Fighting	(30, 60]	60	7.53902	6613	2
214	Cacao	Economic	(30, 60]	45	7.12189	7585	2
215	Carson City	Economic	(60, 90]	90	7.27078	6632	2
216	Airlines Europe	Economic	(60, 90]	75	7.3284	6681	2
217	Claustrophobia	Fighting	(30, 60]	45	7.547280000000001	6538	2
218	Finca	Economic	(30, 60]	45	7.06826	6650	2
219	Rococo	Economic	>90	120	7.578869999999999	7181	2
220	Lord of the Rings: The Confrontation	Bluffing	<=30	30	7.2077800000000005	6433	2
221	Flick 'em Up!	Fighting	(30, 60]	45	7.029210000000001	7258	2
222	Spartacus: A Game of Blood & Treachery	Fighting	>90	180	7.46593	6879	3
223	The Red Dragon Inn	Party Game	(30, 60]	45	6.57217	6834	2
224	Tiny Epic Kingdoms	Bluffing	(30, 60]	45	6.633589999999999	6765	2
225	Pictionary	Party Game	(60, 90]	90	5.81643	6615	3
226	Cockroach Poker	Bluffing	<=30	20	6.62477	7845	2
227	Forbidden Stars	Bluffing	>90	180	7.98764	7110	2
228	Dinosaur Island	Economic	>90	120	7.88547	9998	1
229	Yokohama	Economic	(60, 90]	90	7.911060000000001	7951	2
230	Wingspan	Economic	(60, 90]	70	8.09865	32761	1
231	Exit: The Game – The Abandoned Cabin	Deduction	>90	120	7.6676	7851	1
232	Fields of Arle	Economic	>90	120	8.13588	7415	1
233	Schotten Totten	Deduction	<=30	20	7.30702	6975	2
234	Dead of Winter: The Long Night	Bluffing	>90	120	7.7610399999999995	7271	2
235	Raptor	Fighting	<=30	25	7.405930000000001	7236	2
236	Not Alone	Bluffing	(30, 60]	45	7.07762	7249	2
237	KeyForge: Call of the Archons	Fighting	(30, 60]	45	7.65602	8526	2
238	Xia: Legends of a Drift System	Fighting	>90	180	7.84598	6853	3
239	Brass: Birmingham	Economic	>90	120	8.60949	14551	2
240	Rajas of the Ganges	Economic	(60, 90]	75	7.69465	7731	2
241	Decrypto	Deduction	(30, 60]	45	7.80797	9659	3
242	Agricola (Revised Edition)	Economic	>90	120	8.12485	7982	1
243	Chronicles of Crime	Deduction	(60, 90]	90	8.03759	11684	1
244	Just One	Party Game	<=30	20	7.57741	8979	3
245	The Lord of the Rings: Journeys in Middle-earth	Fighting	>90	120	8.401	6688	1