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All the code the hockey analytics team created for our project with the Ottawa 67's.

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Ottawa 67's Player Development Team

Team members:

  • Adam Wilkinson
  • Willem Atack
  • Hayden Wang
  • Andrew Sergejewich
  • Ian Ho

OHL Clustering

This project collects data using a webscraper and applies a K-Means clustering algorithm to cluster players into four groups based on four different player stats. A GUI was created to allow a user to be able to choose the data and stats used to cluster and then display the lists of players in each cluster, a graphical representation of the average normalized stats for each cluster and a 2D visualization of the clusters.

NHL Clustering

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Rebound Analysis

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All the code the hockey analytics team created for our project with the Ottawa 67's.

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