"European Football Player Performance Dataset (2021-22 Season)"

"This dataset presents detailed performance and demographic information for 1251 professional football players from major European leagues during the 2021\u20132022 season. The data was collected from publicly available football statistics platforms such as Transfermarkt, FBref, and WhoScored.Each record corresponds to an individual player and includes over 30 attributes, such as position, nationality, age, physical attributes, market value, wage, and season-specific performance metrics\u2014goals, assists, passing accuracy, tackles, interceptions, goalkeeping stats, and more. The dataset covers both outfield players and goalkeepers, with clearly defined fields for each.This dataset is intended for use in sports analytics, machine learning, scouting analysis, and academic research. It supports various use cases, including player valuation models, performance trend analysis, and fantasy football predictions.Key Highlights:1250 players across major European football clubs.28 player features: biographical, financial, and performance-based.Includes statistics like goals, assists, tackles, key passes, save percentage etc.Ideal for AI\/ML-based player comparison, clustering, and prediction tasks."