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Starred repositories
Collection of references, datasets and software libraries for soccer analytics.
⚽📈 A curated list of awesome resources related to Soccer Analytics.
A curated list of football analytics awesome resources, articles, books and more!
An API Client package to access the APIs for NBA.com
Getting started with soccer analytics
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
Code examples from the blog www.datascienceriot.com. Mostly sabermetrics and baseball analysis written in R.
Jupyter notebooks for sabermetrics course
Interactive data analytics
Download, parse, and wrangle Lahman and Retrosheet data to tidy csv files. Analyze with Python and Pandas in Jupyter notebooks.
Data files (.csv) accessed with nflscrapR and summarized at the player-level
An R Package for simulating NFL games using play-by-play data.
Visualizations and predictive analytics which uses statsbomb and other data sources to visualize metrics like shot location, through ball pass, passmap, heatmap of a player, xG of a shoot etc.
pyHoops: a Python package to web-parse basketball games' play-by-play data and compute advanced statistics and indices
Materials for the Statistics in Sports class for first-year undergrads
SCORE Network repository for sports datasets with example statistics and data science topics
NBA sports betting using machine learning
📊⚽ 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.
Metrica Sports sample tracking and event data
An ongoing compilation of publicly available datasets for sport science projects.