⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.
An asynchronous Python package for https://understat.com/.
Create a database of ⚽️ data from understat.com
A clean and fast Python client for football analytics data from Understat.
Fantasy Premier League prediction using Machine Learning
Compiler and fetcher for data from Premier League API. Also used as a personal self-study to analyze and model performance metrics to maximize returns in a returns-based game called Fantasy Premier League (FPL).
Scrape per-shot data from Understat match pages into a CSV file
BallonIQ — Self-improving Ballon d'Or prediction: learning jury behavior via abstract factors quantified (fair play, breakthrough, comeback, clutch). 2004 nominees, 78 features incl. xG/xA via Understat, Tier B linear ranker 50% held-out Top1 (3/6), 66.7% Top3, Spearman 0.53, explainable + live 2026 prediction Yamal rank1
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