📊⚽ 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 and fotmob

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.

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).

Soccer Players Data Analyst and Similar Players Finder

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

Scraping do fbref.com e análise das substituições no Brasileirão 2021.

Football analytics and vizzes around the world.

⛏⚽ Scrape soccer data from FBref.

A simple package providing football data

Scrape and analyze FBREF data with kickR.

Pitch IQ - personal and educational football analytics platform created by a hobbyist football data scientist.

Apply Moneyball approach to Serie A Fantacalcio data.