Player Clustering

Women's hockey player clustering project by Carleen Markey and Nayan Patel

The associated paper is included under "Identifying Player Archetypes in Women’s Hockey".

Files are run in the following order to replicate our results:

1. metric_calculations.py
2. pca.py
3. kmeanspca.py

'Unused Algorithms' contains clustering methods determined to be ineffective.

'Data' contains all .csv files.