📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.

A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat

Flatiron School Capstone project. Trying to find out how well players' on-field performance metrics can be used to predict their transfer values.

Statball - Football soccer stats analyser from top 5 european leagues with data obtained by web scraping from Fbref and Statsbomb

The top teams in the English Premier League in the 2021-22 season, Manchester City and Liverpool FC, have gone ahead during this off season to add classic NO.9s to their already stellar attack options. Let's see how these two player stack up against each order using radar plot. Data source is FBref via Statsbomb.

A Jupyter Notebook project to scrape detailed football data from FBref, covering various leagues. The repository includes both the data collection process and a final cleaned dataset for immediate use in analysis. Ideal for football data science projects, including xG, passing metrics, and tactical insights.

⛏⚽ Scrape soccer data from FBref.

Scrape and analyze FBREF data with kickR.

Scraping FBref data and merging it into one CSV file

A scraper that directly gives football(not soccer) data from FBRef website directly to Pandas dataframe. Major teams and leagues supported.

Predicting match eXpected Goals (XG) for Premier League teams

A small plotly dashboard to visualize football stats from FBref

Project that adds goal scoring metrics based on direct impact in soccer (football).

Extraction and analysis of FBRef data player

Soccer Players Data Analyst and Similar Players Finder

A simple package providing football data

A statistical analysis to summarize the evolution of the goalkeeper in football

This is a tool used to find hidden gems who are outside of the Top 5 European Leagues who could statistically step up in the Premier League or any other league of your choice

Streamlit app to show FPL Infographics based on Official FPL API Data, undrerstat and Fbref data