Developed a Python-based web scraping tool that extracts detailed player profiles from the Premier League website. The script leverages libraries like requests and BeautifulSoup to navigate and parse web pages, and pandas for data manipulation and storage. The final output is a comprehensive CSV file containing player names, positions, clubs, nationalities, ages, heights, and weights. Incorporated error handling to manage potential request limitations.