Cricket is the most popular sport in India. There are various formats of this game and the most loved is the IPL. This project aims to provide a comprehensive analysis the data from Indian Premier League (IPL) matches (from 2008 to 2020) and create an interactive PowerBI dashboard. The analysis was focused on answering questions such as which teams have the best win-loss record, which players have the highest runs or wickets, and which venues have the highest number of matches and many other things. This project will surely provide a powerful tool for cricket enthusiasts and analysts to analyze the IPL matches data and make informed decisions based on the insights gained from the dashboard.
EDA Notebook
PowerBI Dashboard
- Importing and cleaning the data
- Feature engineering and preparing the data
- Exploratory data analysis
- Question-based analysis
- Concluding the analysis with references
- Importing the data in PowerBI
- Cleaning and Preparing the data using PowerQuerry
- Creating new measures for teams and player statistics
- Creating interactive visuals with processed data and measures