League of Legends Esports Player Match Data (2019-2024)

This dataset contains detailed player end-game statistics (e.g., number of kills) and in-game events (e.g., player kills) from all professional League of Legends matches held between September 15, 2019, and September 15, 2024. It encompasses a total of 37,388 matches across 392 tournaments, featuring 4,927 unique players. Matches come from all regions and tiers of play. Initially released as part of the research paper PandaSkill: Player Performance and Skill Rating in Esports – Application to League of Legends, the dataset supports a wide range of applications, including performance analysis, esports analytics, and skill rating modeling.