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📊⚽ 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 communit...
Created
2020-09-01
1,147 commits to master branch, last one about a month ago
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
Created
2019-07-02
827 commits to master branch, last one 9 days ago
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
Created
2022-02-03
598 commits to master branch, last one 4 days ago
⚽️ Extract, prepare and publish Transfermarkt datasets.
Created
2020-12-26
630 commits to master branch, last one a day ago
A Python package for training and analyzing expected goals (xG) models in soccer.
Created
2020-07-09
14 commits to master branch, last one 3 years ago
A curated list of football analytics awesome resources, articles, books and more!
Created
2019-02-28
31 commits to master branch, last one 2 years ago
An analysis and visualization R package that works with publicly available soccer data
Created
2021-09-08
147 commits to main branch, last one 9 months ago
Collection of references, datasets and software libraries for soccer analytics.
Created
2020-10-04
5 commits to master branch, last one 2 years ago
fetch understat data
Created
2018-11-04
41 commits to master branch, last one 2 years ago
An example of how to create a xG model using R and Wyscout event data
Created
2020-04-13
22 commits to master branch, last one 9 months ago
Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning prediction... This is a companion python module for octosport medium ...
Created
2021-03-05
51 commits to master branch, last one 2 years ago
A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport
Created
2020-05-16
26 commits to master branch, last one 4 years ago
Models for estimating football (soccer) team-strength
Created
2021-05-14
26 commits to master branch, last one 2 years ago
QATAR 2022 World Cup prediction from the international matches played since the 90s, the qualifications of the teams in their last matches, and the potential of each team.
Created
2022-09-26
51 commits to master branch, last one 6 months ago
Measuring soccer player's creativity
Created
2023-06-25
10 commits to main branch, last one 7 months ago
EA FC 24 Automated SBC Solving using Integer Programming ⚽
Created
2023-02-12
46 commits to master branch, last one 3 months ago
Synchronize soccer event and tracking data
Created
2023-07-14
4 commits to main branch, last one 18 days ago