This project is the data analysis and data exploration on IPL Dataset to know the insights of the IPL Data. ->Libraries used in this project: *Numpy *Pandas *Matplotlib *Seaborn ->Attributes of the Dataset are: *id - the unique ID of any particular match *season - year or session in which the match was held *city - city where match was conducted *date - date of the match *team1 - team played the match *team2 - another team which played the match *toss_winner - team who won the toss in any particular match *toss_decision - decision took by team after winning the toss i.e. bat or field *result - result of the match i.e. tie or normal *dl_applied - DLS (Duckworth - Lewis - Stern) Method applied or not *winner - winning team of the match *win_by_run - runs by which team won the match *win_by_wickets - wickets by which team won the match *player_of_match - Man or Player of the match *venue - Stadium where match was conducted *umpire1 - 1st umpire on the field *umpire2 - 2nd umpire on the field *umpire3 - 3rd umpire of the match ##### The Duckworth–Lewis–Stern method (DLS) is a mathematical formulation designed to calculate the target score for the team batting second in a limited overs cricket match interrupted by weather or other circumstances.