/EDA--Sports

Primary LanguageJupyter Notebook

EDA--Sports

● Perform ‘Exploratory Data Analysis’ on dataset ‘Indian Premier League’

● As a sports analysts, finding out the most successful teams, players and factors contributing win or loss of a team.

● Suggesting teams or players a company should endorse for its products.

● Dataset: https://bit.ly/34SRn3b

Conclusion:

● Mumbai Indians is the most successful team with highest wins ● Most of the toss winners are match winners ● Chris Gayle is the player with the most man of the match followed by AB de Villiers ● After winning the toss, captains mostly chose to field ● Number of matches win is higher when toss_decision is 'field' ● Number of matches played is more in the year 2013 ● Virat Kohli is the highest run scorer followed by Suresh Raina ● Considering the highest and lowest season totals and spread of runs, it seems Raina has been most consistent among all ● Run scoring has gone up from the start of the IPL in 2008 and almost reached a peak in 2013 ● Malinga is the bowler with highest wicket followed by A Mishra ● Chris Gayle has scored highest sixes followed by AB de Villiers