📊⚽ 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.
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Updated
Apr 14, 2024 - Jupyter Notebook
📊⚽ 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
Predicting match eXpected Goals (XG) for Premier League teams
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
A small plotly dashboard to visualize football stats from FBref
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.
Extraction and analysis of FBRef data player
Scraping do fbref.com e análise das substituições no Brasileirão 2021.
Football analytics and vizzes around the world.
Soccer Players Data Analyst and Similar Players Finder
A statistical analysis to summarize the evolution of the goalkeeper in football
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.
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