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Scrape NBA play-by-play data and transform into meaningful statistics

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chris-turner/NBAData

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NBAData

This project includes a Python script that pulls NBA Play by Play data from the NBA API (https://github.com/swar/nba_api) into an MS SQL database as well as queries to transform the data into useful statistics.

Current statistics being pulled from the raw data:

  • Jumpball Win - Loss
  • Opening Tip Win - Loss
  • First made FG of the game
  • Last made FG of the game
  • First FG attempt of game
  • Last FG attempt of game
  • First shot attempt of game including free throws
  • Last shot attempt of game including free throws
  • First made shot of the game including free throws
  • Last made shot of the game including freethrows

Current Data from 2019-2020 NBA Season

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Scrape NBA play-by-play data and transform into meaningful statistics

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