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

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.

sportsdataverse

sportsdataverse python package

socceraction

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

nbainjuries

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

procyclingstats

procyclingstats scraper

awpy

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

goto-conversion

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

mlbapi

A Python 3 wrapper for the MLB StatsAPI at statsapi.mlb.com

fpl-intelligence

AI-powered Fantasy Premier League MCP server — captain picks, transfer suggestions, player comparison, chip strategy, and more

pyespn

python client to interact with the espn api

floodlight

Python package for streamlined analysis of sports data.

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

unravelsports

A project to analyze sports event and tracking data

basket-viz

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

statline

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

sskit

Spiideo SoccerNet SynLoc - Single Frame World Coordinate Athlete Detection and Localization with Synthetic Data