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Provides overview of in-game stats from parsed play-by-play stats from SportRadar

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tbala25/nba-scouting-dashboard

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NBA Player + Team Scouting

Provides overview of in-game stats from parsed play-by-play stats from SportRadar

📊 Dashboard built with Streamlit

🛠️ Data pipeline built in Python to access SportRadar API, parse play-by-play data and load into database on AWS

🔢 Shotchart, Boxscores, Four Factors etc. parsed and/or calculated from play-by-play data

🖨️ Data pipeline runs are monitored via Slack reporting

⚡ Live dashboard hosted on AWS in progress


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Future Work

  • Past 10 game trend analysis for Player + Team
  • Shot Chart Hot/Cold Zones vs League Avg
  • Expansion to NCAAMB, GLeague, International, WNBA

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Provides overview of in-game stats from parsed play-by-play stats from SportRadar

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