Video Games Data Analysis

Many videos games are published annually from a variety of companies across platforms and genres. With this variety comes different critic/audience responses. Some websites like VGChartz provide data on video game charts, game sales, top sellers, and overall game data. Additionally, metacritic provides critic ratings for each game upon release. Kaggle has considated data from both sources into one dataset.

Looking through the provided data, it's shown that Grand Theft Auto V had a critic score of 97, global sales at 21.12 million, and a user score of 8.2. While GTA Auto V had 0.31 million more sales than its predecessor, its user score went down, showing that more sales doesn't equate to increased user happiness. More importantly, GTA V generated 0.218 million sales per critic-score point (21.12 ÷ 97).

Immediately following is Grand Theft Auto: San Andreas with a critic score of 95, global sales at 20.81 millions and a user score of 9. As it was released before Grand Theft Auto V, that while the game had less sales, there was a higher user satisfaction of 0.8. GTA San Andreas generated 0.219 million sales per critic-score point (20.81 ÷ 95). Ultimately, this reveals that while the two games had different critic scores and global sales, they had extremely similar amount of sales per critic score.

Ultimately it shows that critic score, global sales, and user scores don't move together and don't impact each other significantly. Of course, it's important to note that correlation does not equal causation. These numbers highlight differences between the games, but don't explain why one sold more than the other or why it received a higher user score.


Name Platform
What console/where the game was released
Year_of_Release
When the game was released
Genre
Genre of the game
Publisher
Who published the game
Critic_Score
Aggregate score compiled by Metacritic staff
Critic_Count
The number of critics who participated in deciding the critic score
Global_Sales
Total worldwide sales (in millions)
User_Score
Score by Metacritic's subscribers
User_Count
The number of users who participated in deciding the user score

Grand Theft Auto V

PS3

2013

Action

Take-Two Interactive

97

50

21.12

8.2

4009

Grand Theft Auto: San Andreas

PS2

2004

Action

Take-Two Interactive

95

80

20.81

9

1606

Grand Theft Auto: Vice City

PS2

2002

Action

Take-Two Interactive

95

62

16.15

8.7

736

Gran Turismo 3: A-Spec

PS2

2001

Racing

Sony Computer Entertainment

95

54

14.98

8.4

314

Mario Kart DS

DS

2005

Racing

Nintendo

91

64

23.22

8.6

465

New Super Mario Bros.

DS

2006

Platform

Nintendo

89

65

29.81

8.5

433

New Super Mario Bros. Wii

Wii

2009

Platform

Nintendo

87

80

28.38

8.4

595

Mario Kart Wii

Wii

2008

Racing

Nintendo

82

73

35.57

8.3

712

Wii Sports Resort

Wii

2009

Sports

Nintendo

80

73

32.78

8

193

Wii Fit

Wii

2007

Sports

Nintendo

80

63

22.7

7.7

146

Wii Fit Plus

Wii

2009

Sports

Nintendo

80

33

21.79

7.4

52

Wii Sports

Wii

2006

Sports

Nintendo

76

51

82.54

8

324

Brain Age: Train Your Brain in Minutes a Day

DS

2005

Misc

Nintendo

77

58

20.15

7.9

50

Brain Age 2: More Training in Minutes a Day

DS

2005

Puzzle

Nintendo

77

37

15.29

7.1

19

Kinect Adventures!

X360

2010

Misc

Microsoft Game Studios

61

45

21.86

6.3

106

Wii Play

Wii

2006

Misc

Nintendo

58

41

28.92

6.6

129
Video Game Statistics