Top 9 Python sports-analytic Projects

NBA-Machine-Learning-Sports-Betting

4 1,047 6.5 Python

NBA sports betting using machine learning
socceraction

1 554 9.1 Python

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

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
awpy

2 353 8.1 Python

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

0 311 7.5 Python

Collection of sports betting AI tools.
nba-sql

14 164 4.5 Python

:basketball: An application to build an NBA database backed by MySQL, Postgres, or SQLite
procyclingstats

1 43 6.5 Python

procyclingstats scraper
FirstCyclingAPI

1 22 4.0 Python

An unofficial Python API wrapper for firstcycling.com
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
CSGOPredictor

1 12 10.0 Python

A python app that automatically collects, preprocesses game data and generates real-time predictions for Counter-Strike: Global Offensive competitive matches
statlift

1 9 5.2 Python

Free Analytics for Strong Data.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python sports-analytics related posts

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Over 340 rounds of Mirage Ax1le has gotten 68 kills from catwalk while only dying their 26 times for +42 Kill Death Differential
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Index

What are some of the best open-source sports-analytic projects in Python? This list will help you:

	Project	Stars
1	NBA-Machine-Learning-Sports-Betting	1,047
2	socceraction	554
3	awpy	353
4	sports-betting	311
5	nba-sql	164
6	procyclingstats	43
7	FirstCyclingAPI	22
8	CSGOPredictor	12
9	statlift	9