We have covered the basic analysis from IPL 2008 to IPL 2018.
- Number of matches each season
- Number of matches in each venue
- Number of matches played by each team
- Number of wins per team
- Top players of the match
- How lucky are the toss winning teams?
- Batsman analysis
- Number of 4's
- Number of 6's
- Top run scorers
- Number of half-centuries by each batsman
- Number of centuries by each batsman
- Comparison of teams
- Batsman who has played the most number of dot balls.
- Most common dismissal types in IPL
- Bowler analysis
Draw analysis, player/team performance, apply and learn statistical methods on real data
Data till Season 11 (2008 - 2019) matches.csv - Match by match data deliveries.csv - Ball by ball data
Python, Numpy, Pandas, Matplotlib, Seaborn and Plotly
Data source from 2008-2017 - CricSheet.org and Manas - Kaggle Data source for 2018-2019 - IPL T20 - Official website