Sports Analytics Python Packages

nflreadpy

python port of nflreadr package for loading nflverse data

penaltyblog

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

cfbd

Python wrapper for the CFBD API

sportsdataverse

sportsdataverse python package

procyclingstats

procyclingstats scraper

tcxreader

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

mcp-server-espn

Enterprise Model Context Protocol (MCP) server for live and historical sports analytics, odds, and predictions via ESPN

nhl-api-py

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

socceraction

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

awpy

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

sportypy

Python package for drawing regulation playing surfaces for several sports

polars-baseball

Asynchronous Python library for retrieving baseball data (Statcast, Baseball Reference, FanGraphs, Lahman, Retrosheet, MLB Stats API) as Polars DataFrames.

nbainjuries

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

athletevalue

Price ≠ value: open models of college basketball player impact (RAPM), wins, program revenue and roster-market pay, with intervals and cited assumptions

sskit

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

goto-conversion

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

sports2d

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

sports-betting

Collection of sports betting AI tools.

kenpompy

A simple yet comprehensive web scraper for kenpom.com.

sportvision

Real-time sports analytics toolkit built on the Roboflow ecosystem. Detects players and ball via RF-DETR, tracks with ByteTrack, classifies teams by jersey color, and computes possession, speed, distance, and heatmaps.

floodlight

Python package for streamlined analysis of sports data.

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.

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

f1verse

Zero-dependency Formula 1 data for race narratives, telemetry, strategy, history, and grounded summaries.