Stars
📊⚽ 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.
Identify young outliers in football.
An extendable Statsbomb API wrapper for data-pipelines
Models for estimating football (soccer) team-strength
Create a database of ⚽️ data from understat.com
The Narya API allows you track soccer player from camera inputs, and evaluate them with an Expected Discounted Goal (EDG) Agent. This repository contains the implementation of the flowing paper htt…
Sergio Llana's passing network plots with eventing and tracking football data
Luca Pappalardos code for working with and plotting Wyscout data
Extracts football data from certain data sources
A beautiful portfolio Jekyll theme that works with GitHub Pages.
A work in progress repository to create a digital representation of football broadcast footage⚽.
GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatist…
Synchronise event and tracking data using dynamic programming
Football pitch plotting library for matplotlib
A repository for analysis on Expected Goals using StatsBomb and Wyscout data
A Python package for training and analyzing expected goals (xG) models in soccer.
kloppy: standardizing soccer tracking- and event data
⚽📈 A curated list of awesome resources related to Soccer Analytics.
A small Python package for estimating & plotting Bayesian hierarchical models for player-level football data