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peterkonst's Projects

expected-threat icon expected-threat

Calculate expected threat of a WSL games passes using David Sumpter's xT grid

footballwebscraper icon footballwebscraper

This is a web scraper that helps to scrape football data from FBRef.com. It can scrape data from the top 5 Domestic League games. It can be easily edited to scrape data from other leagues as well as from other competitions such as Champions League, Domestic Cup games, friendlies, etc.

premier-league-api icon premier-league-api

An unofficial api client for pulling player Stats, Fixtures, Tables and Results data from the Premier League

soccermatics icon soccermatics

Repository made up with a series of projects and follow-up notebooks regarding mathematical modelling work with football data. The course is taught by Soccermatics author David Sumpter, with guest lectures from world-leading practitioners and researchers working with data in football.

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