NBA Data Processing Tutorials

To Run

  1. install Anaconda: https://www.anaconda.com/distribution/
  2. navigate to directory of project
  3. conda env create

Matching Player Ids Between Different Data Sources

Determining Players On Court At Start Of Each Period

Finding Endpoints on Stats(dot)NBA(dot)com

Analyzing Play by Play Data

Play by Play Parser

RAPM

Shot Profile Variance and Optimal Strategies for Underdogs

5 Man Unit Net Ratings Are Bad