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  • Case Western Reserve Univerity
  • Cleveland, OH
  • 03:20 (UTC -04:00)
  • LinkedIn in/pkornberg
  • Instagram pwkphoto

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pkornberg/README.md

Hi, I'm Phillip 👋

I’m a student and aspiring data scientist with a strong interest in sports analytics. I build models and tools that uncover patterns in sports, transform complex event data into visualizations, and apply probabilistic methods to better understand player performance.

🎯 Focus Areas

Passing Network Analysis
Building network-based visualizations to analyze passing structures, player performance, and team tactics.

Credit Attribution Models
Developing frameworks to quantify player contributions across entire sequences of play, from buildup to final action.

Player Evaluation Metrics
Designing advanced performance metrics that go beyond traditional statistics to better capture overall player impact.

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  1. NFLPrediction NFLPrediction Public

    A model to predict NFL game outcomes by generating team ratings from webscraped data and using linear regression to create overall team ratings.

    Python 1

  2. PassingNetworks PassingNetworks Public

    Network visualization tool for analyzing passing patterns and player interactions over the course of an entire soccer season using Statsbomb event data.

    Python 1