Video Game Dataset

The following data is pulled directly from Kaggle but only consists of the first 50 entries. This dataset contains over 17,000 entries and I felt 50 was a considerable sample size of the entire dataset. However, even within the 50 entries, not all of them contain information for every category, so I intentionally condensed the dataset even furthur to contain 16 completed entries on the following page.

Name	Platform	Year_of_Release	Genre	Publisher	NA_Sales	EU_Sales	JP_Sales	Other_Sales	Global_Sales	Critic_Score	Critic_Count	User_Score	User_Count	Rating
Wii Sports	Wii	2006	Sports	Nintendo	41.36	28.96	3.77	8.45	82.54	76	51	8	324	E
Super Mario Bros.	NES	1985	Platform	Nintendo	29.08	3.58	6.81	0.77	40.24
Mario Kart Wii	Wii	2008	Racing	Nintendo	15.68	12.8	3.79	3.29	35.57	82	73	8.3	712	E
Wii Sports Resort	Wii	2009	Sports	Nintendo	15.61	10.95	3.28	2.95	32.78	80	73	8	193	E
Pokemon Red/Pokemon Blue	G	1996	Role-Playing	Nintendo	11.27	8.89	10.22	1	31.37
Tetris	G	1989	Puzzle	Nintendo	23.2	2.26	4.22	0.58	30.26
New Super Mario Bros.	DS	2006	Platform	Nintendo	11.28	9.15	6.5	2.88	29.81	89	65	8.5	433	E
Wii Play	Wii	2006	Misc	Nintendo	13.96	9.18	2.93	2.84	28.92	58	41	6.6	129	E
New Super Mario Bros. Wii	Wii	2009	Platform	Nintendo	14.48	6.95	4.7	2.25	28.38	87	80	8.4	595	E
Duck Hunt	NES	1984	Shooter	Nintendo	26.93	0.63	0.28	0.47	28.31
Nintendogs	DS	2005	Simulation	Nintendo	9.05	10.95	1.93	2.74	24.67
Mario Kart DS	DS	2005	Racing	Nintendo	9.71	7.48	4.13	1.9	23.22	91	64	8.6	465	E
Pokemon Gold/Pokemon Silver	G	1999	Role-Playing	Nintendo	9	6.18	7.2	0.71	23.1
Wii Fit	Wii	2007	Sports	Nintendo	8.92	8.03	3.6	2.15	22.7	80	63	7.7	146	E
Kinect Adventures!	X360	2010	Misc	Microsoft Game Studios	15.02	4.91	0.24	1.69	21.86	61	45	6.3	106	E
Wii Fit Plus	Wii	2009	Sports	Nintendo	9.01	8.49	2.53	1.77	21.79	80	33	7.4	52	E
Grand Theft Auto V	PS3	2013	Action	Take-Two Interactive	7.02	9.14	0.98	3.97	21.12	97	50	8.2	4009	M
Grand Theft Auto: San Andreas	PS2	2004	Action	Take-Two Interactive	9.43	0.4	0.41	10.57	20.81	95	80	9	1606	M
Super Mario World	SNES	1990	Platform	Nintendo	12.78	3.75	3.54	0.55	20.61
Brain Age: Train Your Brain in Minutes a Day	DS	2005	Misc	Nintendo	4.74	9.2	4.16	2.04	20.15	77	58	7.9	50	E
Pokemon Diamond/Pokemon Pearl	DS	2006	Role-Playing	Nintendo	6.38	4.46	6.04	1.36	18.25
Super Mario Land	G	1989	Platform	Nintendo	10.83	2.71	4.18	0.42	18.14
Super Mario Bros. 3	NES	1988	Platform	Nintendo	9.54	3.44	3.84	0.46	17.28
Grand Theft Auto V	X360	2013	Action	Take-Two Interactive	9.66	5.17	0.06	1.41	16.3	97	58	8.1	3722	M
Grand Theft Auto: Vice City	PS2	2002	Action	Take-Two Interactive	8.41	5.49	0.47	1.78	16.15	95	62	8.7	736	M
Pokemon Ruby/Pokemon Sapphire	GBA	2002	Role-Playing	Nintendo	6.06	3.9	5.38	0.5	15.85
Brain Age 2: More Training in Minutes a Day	DS	2005	Puzzle	Nintendo	3.43	5.35	5.32	1.18	15.29	77	37	7.1	19	E
Pokemon Black/Pokemon White	DS	2010	Role-Playing	Nintendo	5.51	3.18	5.66	0.8	15.14
Gran Turismo 3: A-Spec	PS2	2001	Racing	Sony Computer Entertainment	6.85	5.09	1.87	1.16	14.98	95	54	8.4	314	E
Pokemon X/Pokemon Y	3DS	2013	Role-Playing	Nintendo	5.39	4.37	4.36	0.8	14.92
Call of Duty: Black Ops 3	PS4	2015	Shooter	Activision	6.08	5.95	0.36	2.41	14.8
Call of Duty: Modern Warfare 3	X360	2011	Shooter	Activision	9.06	4.26	0.13	1.33	14.77	88	81	3.4	8715	M
Call of Duty: Black Ops	X360	2010	Shooter	Activision	9.73	3.7	0.11	1.13	14.67	87	89	6.3	1456	M
Pokémon Yellow: Special Pikachu Edition	G	1998	Role-Playing	Nintendo	5.89	5.04	3.12	0.59	14.64
Call of Duty: Black Ops II	PS3	2012	Shooter	Activision	4.99	5.73	0.65	2.42	13.79	83	21	5.3	921	M
Call of Duty: Black Ops II	X360	2012	Shooter	Activision	8.25	4.26	0.07	1.12	13.69	83	73	4.8	2261	M
Call of Duty: Modern Warfare 2	X360	2009	Shooter	Activision	8.52	3.6	0.08	1.28	13.48	94	100	6.3	2702	M
Grand Theft Auto V	PS4	2014	Action	Take-Two Interactive	4.12	6.77	0.39	2.08	13.36	97	66	8.3	2955	M
Call of Duty: Modern Warfare 3	PS3	2011	Shooter	Activision	5.54	5.73	0.49	1.57	13.32	88	39	3.2	5237	M
Grand Theft Auto III	PS2	2001	Action	Take-Two Interactive	6.99	4.51	0.3	1.3	13.1	97	56	8.5	667	M
Mario Kart 7	3DS	2011	Racing	Nintendo	5.2	4.19	2.7	0.94	13.04	85	73	8.2	633	E
Super Smash Bros. Brawl	Wii	2008	Fighting	Nintendo	6.64	2.56	2.66	1.01	12.87	93	81	8.9	1667	T
Call of Duty: Black Ops	PS3	2010	Shooter	Activision	6	4.37	0.48	1.8	12.64	88	58	6.4	1095	M
Animal Crossing: Wild World	DS	2005	Simulation	Nintendo	2.5	3.45	5.33	0.86	12.13	86	57	8.6	243	E
Halo 3	X360	2007	Shooter	Microsoft Game Studios	7.97	2.81	0.13	1.21	12.12	94	86	7.8	4109	M
Pokemon Omega Ruby/Pokemon Alpha Sapphire	3DS	2014	Role-Playing	Nintendo	4.45	3.64	3.1	0.76	11.95
Super Mario 64	N64	1996	Platform	Nintendo	6.91	2.85	1.91	0.23	11.89
Pokemon HeartGold/Pokemon SoulSilver	DS	2009	Action	Nintendo	4.34	2.71	3.96	0.76	11.77
Gran Turismo 4	PS2	2004	Racing	Sony Computer Entertainment	3.01	0.01	1.1	7.53	11.66	89	74	8.5	273	E
Pokemon Sun/Moon	3DS	2016	Role-Playing	Nintendo	5.01	2.74	2.88	0.77	11.4