EPL FBref Scraper

A Python-based Premier League scraping project built with SeleniumBase, BeautifulSoup, and pandas.
This project scrapes team-level FBref data and exports match, shooting, goalkeeping, and miscellaneous tables into CSV files for analysis and dashboard work.

Features

• Scrapes Premier League team pages from FBref
• Uses an OOP project structure for cleaner, reusable code
• Extracts:
  • Scores & Fixtures
  • Shooting
  • Goalkeeping
  • Miscellaneous
• Saves individual team CSV files
• Creates combined league-wide CSV outputs
• Uses logging and safer error handling for debugging

Tech stack

• Python
• SeleniumBase
• BeautifulSoup4
• pandas
• lxml
• html5lib

Project structure

epl-fbref-scraper/
├── main.py
├── requirements.txt
├── README.md
├── .gitignore
├── epl_scraper/
│   ├── __init__.py
│   ├── config.py
│   ├── models.py
│   ├── parser.py
│   ├── scraper.py
│   └── utils.py
└── data/