17,981 player records across 75 attribute columns from the FIFA 18 database. The data captures individual performance metrics like 'Finishing' and 'Interceptions' alongside personal details such as 'Nationality', 'Club', and 'Wage'.
Use Cases
- Predict a player's market 'Value' using 'Overall' rating, 'Age', and 'Potential' as features
- Identify undervalued players by comparing 'Wage' against performance metrics like 'Finishing' or 'Interceptions'
- Conduct a demographic study of 'Nationality' distribution across top-tier 'Clubs'
- Classify player 'Positions' based on physical and technical attributes like 'Strength', 'Agility', and 'Ball control'
Strengths
- 17,981 unique player entries representing the full FIFA 18 roster
- 75 columns of data including 'Overall', 'Potential', 'Acceleration', and 'Ball control'
- Financial data points including 'Value', 'Wage', and 'Release Clause' for market analysis
- Categorical identifiers for 'Club', 'Nationality', and 'Preferred Foot'