Virtual Football Player Performance Dataset

Columns

• Index: Unique identifier for each player record.
• Name: The name of the player (1103 unique values out of 1122 records).
• Apps: The total number of appearances a player has made (ranging from 11 to 50).
• Mins: The total minutes played by the player (ranging from 756 to 4,514 minutes).
• Mins/Gm: The average minutes played per game (ranging from 63 to 115 minutes).
• Height: The player's height in centimetres (ranging from 161 cm to 204 cm).
• Weight: The player's weight in kilograms (ranging from 56 kg to 106 kg).
• Age: The age of the player (ranging from 18 to 39 years).
• Av Rat: The average total score or rating of the player (ranging from 6.36 to 8.17).
• Gls: The total number of goals scored (ranging from 0 to 9).
• Gls/90: Goals scored per 90 minutes (ranging from 0 to 0.57).
• Shot %: The percentage of shots on target (ranging from 0 to 1).
• Pen/R: Penalty score ratio (ranging from 0 to 1).
• xG: Expected goals (ranging from 0 to 7.45).
• Ch C/90: Chances created per game (ranging from 0 to 3.84).
• Asts/90: Assists per game (ranging from 0 to 0.65).
• K Ps/90: Key passes per game (ranging from 0 to 3.45).
• Pas %: Pass accuracy ratio (ranging from 0.24 to 0.99).
• Cr C/A: Created chances on average (ranging from 0 to 1).
• Drb/90: Dribbles made per game (ranging from 0 to 3.25).
• Distance: Total distance run (ranging from 1.6 to 482 units).
• Hdr %: Headers won ratio (ranging from 0 to 1).
• K Tck: Key tackles in total (ranging from 0 to 8).
• Fls: Total fouls made (ranging from 0 to 84).
• Int/90: Interceptions made per game (ranging from 0 to 4.42).
• Clear: Total clearances (ranging from 0 to 316).
• Con/90: Clearances per game (ranging from 0 to 2.63).
• xSv %: Percentage of expected saves (ranging from -222 to 229).
• Sv %: Percentage of saves (ranging from -0.66 to 0).
• Svh: Shots caught (ranging from 0 to 54).
• Svt: Shots repelled (ranging from 0 to 28).
• Svp: Shots blocked (ranging from 0 to 83).
• Pens Saved Ratio: Penalties saved ratio (ranging from 0 to 1).
• PoM: Player of the Match awards (ranging from 0 to 8).
• Aer A/90: Aerial attempts per game (ranging from 0 to 19.8).
• Off: Total offsides (ranging from 0 to 13).
• Based: The league where the player plays (e.g., France (Ligue 1), France (Ligue 2), Other).
• Tck R: Tackle accuracy ratio (ranging from 0 to 1).
• CA: Current Ability of the player (ranging from 70 to 180).
• Saves: Total saves made (ranging from 0 to 144).
• Saves/xSv%: Saves divided by expected saves (ranging from -14.7 to 0.47).
• Gls/xG: Goals divided by expected goals (ranging from 0 to 100).
• Dist/Mins: Distance run by minutes (ranging from 0 to 0.16).
• Transfer Value: The player's transfer value range (e.g., €160K - €1.6M).
• Value: The average transfer value (ranging from 750 to 305 million).

Distribution

Usage

• Developing machine learning models to predict player Current Ability and transfer values.
• Performing detailed player performance analysis in football.
• Supporting talent scouting and team building strategies in gaming simulations.
• Enriching fantasy football league analysis.
• Academic research into sports analytics and game data.

Coverage

License

Who Can Use It

• Sports Analysts: For evaluating player performance and trends.
• Data Scientists: For building predictive models for player development and market value.
• Football Enthusiasts: For gaining deeper insights into player statistics and game mechanics.
• Game Researchers: For studying virtual sports environments and player dynamics.
• Scouts and Recruiters: For identifying promising players based on in-game metrics.

Dataset Name Suggestions

• FM22 Player Statistics and Transfer Data
• Football Manager 2022 Player Metrics
• Virtual Football Player Performance Dataset
• FM22 Current Ability Prediction Data
• Football Manager 2022 Player Data Analytics

Attributes