A Python-based data analysis and visualization project exploring match statistics from the IPL 2025 season.
This script processes IPL match data (matches.csv) to extract insights regarding team performances, toss decisions, venue statistics, and top individual players. It uses Pandas for data manipulation and Matplotlib for data visualization.
- Team Performance: Overall win percentages for each franchise.
- Toss Analysis: Impact of winning the toss on the final match outcome.
- Player Awards: Top 5 performers for Player of the Match, Best Bowler, and Best Batsman.
- Venue Insights: Average first innings scores across different stadiums.
- Match Flow: Comparison of defending vs. chasing win rates.
- Python
- Pandas
- NumPy
- Matplotlib
- Clone this repository.
- Install the required dependencies:
pip install -r requirements.txt