Part I: Foundations and Data Infrastructure

Basketball Analytics

Foundation chapters covering basketball analytics history, data sources, tools, and data wrangling

5

Topics

5

Beginner

0

Advanced
Beginner
NBA Stats API Deep Dive

Comprehensive guide to accessing NBA.com stats API endpoints...

10 min
Beginner
Basketball Reference Data Extraction

Web scraping techniques for Basketball-Reference.com...

10 min 1
Beginner
Tracking Data Overview

Introduction to player tracking and spatial analytics...

10 min
Beginner
Play-by-Play Data Handling

Processing and analyzing PBP event data...

10 min 1
Beginner
Traditional Stats Foundation

Understanding and analyzing traditional box score statistics...

10 min

Other Basketball Categories

Getting Started
5 topics
Foundations and Data Infrastructure
5 topics
Traditional Stats
5 topics
Part II: Offensive Analytics
9 topics
Offensive Analytics
5 topics
Back to Basketball Analytics