📊⚽ 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.

QY70 (XG level 1) MIDI instruments for Dirtywave M8

Football data analytics toolkit for Claude Code. Covers Opta, StatsBomb, Wyscout, SportMonks, and free sources.

Searchable football data provider documentation for AI coding agents. Like Context7 for football data.

Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.

General MIDI instrument names: MIDI to string / string to MIDI

封装腾讯信鸽推送SDK

A repository of sports analytics experiments.

Java XG-Editor

Three-layer Expected Goals model with Bayesian player calibration, real-time CV pipeline (YOLOv8/RT-DETR + ByteTrack), GNN tactical analysis, and Streamlit dashboard.

This repository contains a project developed in R aimed at creating a new model for evaluating Expected Goals (xG) in football.

Predict Fantasy Premier League (FPL) points using two models: a Random Forest regression (ML_xP.py) and a custom statistical model (xP_FPL.py). This project explores different approaches to predicting player performance, with a detailed comparison for Gameweek 5 of the 2024/25 EPL season.

Autonomous, production-grade football scouting pipeline for daily match ingestion and player enrichment.

xG-based soccer match predictions using Poisson distribution model — WordPress plugin

Interactive Premier League analytics dashboard built with Streamlit. Compare team performance, xG trends, attacking/defensive metrics, and more.

Goalytics is a modern Python library designed for advanced football analytics, focused on calculating and predicting key performance metrics like xG (Expected Goals), xA (Expected Assists), and xT (Expected Threat).

Football analytics on EPL 2023–24 team performance: xG/xGD vs results, regression analysis, and home advantage visualization.

Professional multi-agent sports betting intelligence platform built with Clojure.