Web Scrapping

  • Tech Stack: Python, Numpy, Pandas, Seaborn , Matplotlib , BeautifulSoup.
  • Github URL: Project Link

This project focuses on scraping the IPL website to gather information about the Indian Premier League (IPL) 2020/21.

Objective: This project creates a structured dataset that captures detailed match statistics for players and teams during the IPL 2020/21 season.

Key Activities: - The `ipl` directory is created in the current working directory.
- Separate directories are created for each team inside the `ipl` directory.
- Individual Excel sheets are generated for each player within their respective team's directory.
- Each row in a player’s Excel sheet provides details of matches played, including:
    • Team Name
    • Opponent Team Name
    • Player Name
    • Runs Scored
    • Balls Faced
    • Fours
    • Sixes
    • Strike Rate (SR)
    • Match Date
    • Venue
    • Match Result

Outcome: The project delivers an organized and accessible dataset that enables performance analysis for teams and players in the IPL 2020/21 season.