Sports Analytics Python Packages

nflreadpy

python port of nflreadr package for loading nflverse data

cfbd

Python wrapper for the CFBD API

penaltyblog

⚽ High-performance football analytics: build data pipelines, scrape data, model matches, rank teams, and bet smarter | Powered by www.pena.lt/y 🚀

nhl-api-py

NHL API (2025/2026 Updated) - For accessing most of the NHL EDGE statistical API's, scores, schedules and more

kenpompy

A simple yet comprehensive web scraper for kenpom.com.

tcxreader

tcxreader is a reader / parser for Garmin’s TCX file format. It also works well with missing data!

sportsdataverse

sportsdataverse python package

socceraction

Convert soccer event stream data to SPADL and value player actions using VAEP or xT

procyclingstats

procyclingstats scraper

awpy

Python library to parse, analyze and visualize Counter-Strike 2 data

nbainjuries

Package for accessing historical and real-time NBA player injury data.

sports2d

Compute 2D human pose and angles from a video or a webcam.

sports-betting

Collection of sports betting AI tools.

sportypy

Python package for drawing regulation playing surfaces for several sports

pyespn

python client to interact with the espn api

goto-conversion

goto_conversion - Powered $47,000 of prize money, 10+ Gold Medals and 100+ Medals on Kaggle

fpl-intelligence

MCP server that turns Claude into a Fantasy Premier League analyst. 11 tools: captain picks, transfer suggestions, player comparison, hit calculator, chip strategy, differentials, fixtures, price predictions, live points, squad scout. pip install fpl-intelligence

floodlight

A high-level framework for sports data analysis

mlbapi

mlbapi is a Python library that provides Pythonic bindings for MLB Advanced Media's StatsAPI — the same data source that powers MLB.com's live game data, box scores, standings, and more.

nfl-data-pipeline

End-to-end NFL data pipeline that scrapes PFF grades and Pro Football Reference game data, builds analysis-ready datasets, and trains ensemble XGBoost models with walk-forward backtesting

athletes-unlimited-py

Python package for the Athletes Unlimited sports organization, and for the various sports it hosts.

basket-viz

A Python library for creating interactive and customizable visualizations of basketball statistics.

unravelsports

The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of turning raw sports data into meaningful information and actionable insights.

torch-rating

Seamless integration of sport rating systems into graph neural networks in the PyTorch environment