NBA Player Positions

Paul Nguyen & David Herrero Quevedo

Abstract

In this project, our group will describe the changes in playstyle types throughout the NBA's history. We will perform PCA analysis to determine the essential traits for different players, and then use important principal components and unsupervised learning techinques to cluster players into different "types" and see the movement in the proportions of types over time.