A scraper of soccer data from FBref.
Project description
FBrefData is a scraper of football data from FBref. The library is forked from SoccerData by @probberechts.
Why FBrefData?
While SoccerData does a great job at scraping data from FBref, it has some limitations that I wanted to address. These limitations are, likely, due to the fact that it was originally built to scrape and combine data from different sources, which is why this library focuses on FBref only.
Some of the changes I wanted to introduce in FBrefData are:
- I wanted to store the dataframes that are obtained from scraping instead of storing the HTML pages themselves, thus reducing the amount of disk space required to cache the data;
- I wanted to support all competitions for which FBref provides advance stats data, including the ones in the Southern emisphere and the Major League Soccer, and not just the top five European leagues;
- I wanted to remove the leagues selected by default, thus giving the users full control of which leagues they want to scrape.
FBrefData forked from version 1.4.1 of SoccerData and will start its versioning from 0.1.0. The improvements listed above, along with other minor changes, will be officially available starting from version 1.0.0. Nonetheless, I will still merge improvements made to the FBref module of SoccerData for as long as it's possible.
Installation
pip install fbrefdata
Usage
import fbrefdata as fd
# Create scraper class instance for the 2018-2019 Premier League
fbref = fd.FBref('ENG-Premier League', '2018-2019')
# Fetch dataframes
schedule = fbref.read_schedule()
Supported leagues
As of now, FBrefData supports the following leagues:
- Argentina: Primera División
- Belgium: Pro League
- Brazil: Série A
- England: Premier League, EFL Championship
- France: Ligue 1, Ligue 2
- Germany: Fußball-Bundesliga, 2. Fußball-Bundesliga
- Italy: Serie A, Serie B
- Mexico: Liga MX
- Netherlands: Eredivisie
- Portugal: Primeira Liga
- Spain: La Liga, Segunda División
- United States/Canada: Major League Soccer
- UEFA: Champions League, Europa League, Europa Conference League
- CONMEBOL: Copa Libertadores
If FBref started providing advanced stats for leagues that aren't supported yet, please open an issue.
Disclaimer: As this library relies on web scraping, any changes to the scraped websites will break the package. Hence, do not expect that all code will work all the time. If you spot any bugs, then please fork it and start a pull request.
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