📊⚽ 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

Football simulation engine (like Football Manager) written in pure Rust

An analysis and visualization R package that works with publicly available soccer data

Collection of references, datasets and software libraries for soccer analytics.

An example of how to create a xG model using R and Wyscout event data

Football Data Processing & Visualization

Synchronise event and tracking data using dynamic programming

EA FC 25 Automated SBC Solving using Integer Programming ⚽

A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport

This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of players, ball and referees on the football pitch and finding out to which team each player belongs.

Tools to help developers and data scientists in sports

A repository for football analytics

This project utilizes YOLOv8 for player detection, means to cluster players into two teams, and ByteTracker for player tracking in football matches.

A machine learning system that predicts fpl points of players

A Premier League football dashboard.

Web scraper to retrieve player and team data from Pro Football Reference.

AIFootballPredictions is an ML-based system to predict if a football match will have over 2.5 goals. Using historical data from top European leagues (Serie A, EPL, Bundesliga, La Liga, Ligue 1), it employs advanced feature engineering and model training techniques to provide accurate predictions. Perfect for sports analytics enthusiasts.

Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)