/NBA-Clustering

Experimenting with K-means clustering on NBA players from '21-'22 season

NBA-Clustering

NBA Clustering(NBAClustering.Rmd):

Used 2022 regular season statistics to cluster NBA players. Subsetted down to players with >=13 PPG since the talent distribution is top heavy in the league. Found 3 main clusters: Stars, Big Men, Other(determined by looking at averages for players in each cluster).

Data used: perGameStats.csv

Source:

https://www.basketball-reference.com/leagues/NBA_2022_per_game.html