This dataset aggregates structured records for thousands of professional football players, clubs, and competitions across global leagues. It features historical transfer records, market value valuations, and match-level statistics scraped directly from the Transfermarkt web portal.
Use Cases
- Predict player market values using features like age, position, and performance metrics.
- Analyze transfer market trends by aggregating transfer_fee across different season and league categories.
- Build a recommendation system for scouting by comparing player profiles based on position and market_value trajectories.
Strengths
- Includes player-level attributes such as market_value, position, age, and nationality.
- Contains historical transfer records with transfer_fee, from_club, and to_club identifiers.
- Covers multiple domestic leagues and international competitions with associated league_id and season tags.