📊⚽ 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.
A curated list of football analytics awesome resources, articles, books and more!
ffanalytics R package
An analysis and visualization R package that works with publicly available soccer data
Collection of references, datasets and software libraries for soccer analytics.
Football simulation engine (like Football Manager) written in pure Rust
An example of how to create a xG model using R and Wyscout event data
Synchronise event and tracking data using dynamic programming
A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport
A repository for football analytics
A Premier League football dashboard.
EA FC 24 Automated SBC Solving using Integer Programming ⚽
A machine learning system that predicts fpl points of players
Football Data Processing & Visualization
Flatiron School Capstone project. Trying to find out how well players' on-field performance metrics can be used to predict their transfer values.
Web scraper to retrieve player and team data from Pro Football Reference.
Statball - Football soccer stats analyser from top 5 european leagues with data obtained by web scraping from Fbref and Statsbomb
Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)
Simulator for the UEFA Champions League group stage draw.
A multiplicative rating model for football written in Python
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