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nba-data-pipeline's Introduction

NBA Data Pipeline

NBA box score data refreshed daily via Airflow on Google Cloud

Note: The pipeline is still active while the NBA Season is suspended but the data will not update until an additional game is played.


Dataset Details

  • Dataset starts on 1/1/2010
    • Includes Playoff Games but not Pre-Season Games
TEAM_NAME OUTCOME MINUTES_PLAYED MADE_FIELD_GOALS ATTEMPTED_FIELD_GOALS MADE_THREE_POINT_FIELD_GOALS ATTEMPTED_THREE_POINT_FIELD_GOALS MADE_FREE_THROWS ATTEMPTED_FREE_THROWS OFFENSIVE_REBOUNDS
Team Name Win / Loss Team Minutes Team FGM Team FGA Team 3PM Team 3PA Team FTM Team FTA Team ORB
DEFENSIVE_REBOUNDS ASSISTS STEALS BLOCKS TURNOVERS PERSONAL_FOULS POINTS GAME_ID DATE
Team DRB Team AST Team STL Team BLK Team TOV Team Fouls Team PTS Unique Game ID Date of Game
  • Composite Key: Team Name + Game ID
  • Data Updates for the Prior Day @ 7:30 AM [Eastern Standard Time]

System Architecture

drawing


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Google's Cloud Composer is not free | Please contribute if you can :)
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