📊⚽ 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.

ffanalytics R package

A curated list of football analytics awesome resources, articles, books and more!

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

EA FC 25 Automated SBC Solving using Integer Programming ⚽

Football Data Processing & Visualization

A repository for football analytics

A machine learning system that predicts fpl points of players

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

A Premier League football dashboard.

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

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

Flatiron School Capstone project. Trying to find out how well players' on-field performance metrics can be used to predict their transfer values.

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.

Statball - Football soccer stats analyser from top 5 european leagues with data obtained by web scraping from Fbref and Statsbomb