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 🚀

sportsdataverse

sportsdataverse python package

nhl-api-py

NHL API (2026/2027 Updated) - For accessing most of the NHL EDGE statistical API's, scores, schedules and more

tcxreader

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

kenpompy

A simple yet comprehensive web scraper for kenpom.com.

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

sportypy

Python package for drawing regulation playing surfaces for several sports

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.

goto-conversion

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

floodlight

Python package for streamlined analysis of sports data.

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

statline

StatLine — weighted player scoring, efficiency modeling, CLI + adapter tooling

pyespn

python client to interact with the espn api

basket-viz

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

athletes-unlimited-py

Python package for the Athletes Unlimited sports organization.

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.

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