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IPL_EDA_Using_Python

Exploratory Analysis of IPL Data Using Python.

Indian Premier League(IPL) is a professional Twenty20 cricket league in India contested during March or April and May of every year by eight teams representing eight different cities in India. The league was founded by the Board of Control for Cricket in India(BCCI) in 2008.

I am not the greatest cricket fan out there but I enjoy cricket as much as the next guy.

Analysis

  • looking at the number of rows and columns in the dataset.
  • getting the frequency of most man-of-the-match awards.
  • getting the top 10 with most man-of-the-match awards.
  • making a bar chart of the top 5 players with the most player of the match.
  • finding out the number of toss w.r.t each team.
  • extracting the records where the team won batting first.
  • finding out the number of wins w.r.t each team after batting first
  • making a bar plot for 3 team with the most wins after batting first.

Prior Knowledge

language python Microsoft_Excel Pandas NumPy matplotlib seaborn jupyter_notebook

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