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nba-shooting's Introduction

nba-shooting (WIP)

WORK IN PROGRESS. Mostly just imported the code from an older attempt, and got it working again.

Current status: It generates a Kirk Goldsberry-style shot chart for all shots league-wide for this season. By modifying /scripts/update-shots.js where noted you can pull data from past seasons. See the nba API client for docs.

You can enter a player id to generate a shot chart for that player, relative to league shooting, although it's buggy right now and partially incomplete.

  • clone the repo
  • cd nba-shooting
  • npm install
  • npm run update-shots
  • npm start
  • point your browser to http://localhost:3000

The client code lives in server/public. The server will re-bundle the code (via browserify) each time it is requested.

Plans:

  • Fix the odd behavior shown in the individual player maps (i.e. bin id mismatches between player shooting data and league shootin data)

  • Add some UI (tooltips?) to provide data about each hexagonal bin.

  • d3 is great, but would like to explore using canvas. For instance creating an un-binned chart of every one of a player's career shots might be unworkable, performance-wise.

  • When pulling shots, go back as far as nba data provides, and add query strings to endpoints to filter by season

Suggestions and PRs welcome.

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