950+ match records across 15+ seasons of the Indian Premier League, spanning from 2008 to the most recent tournament. The data categorizes every game by participating teams, venue locations, and specific match outcomes.
Use Cases
- Predict match outcomes by training a classification model on team1, team2, and venue features.
- Analyze the statistical significance of winning the toss using the toss_winner and winner columns.
- Identify the most consistent match-winners by aggregating player_of_match awards across all seasons.
- Compare team performance across different cities by grouping the winner and city columns.
Strengths
- Covers every match result from the inaugural 2008 season through the most recent completed tournament.
- Includes match-level features such as venue, toss_winner, and toss_decision.
- Captures winning margins using win_by_runs and win_by_wickets metrics.
- Identifies top individual performers through the player_of_match column.