NBA-Darwin

Our project is focused on NBA player data and predicting what position a player is based off of different statistical attributes about their season

We used employed Darwin's unsupervided and supervised classification methods

all database data pulled from Basketball Refrence

Files:

Darwin unserpervised.ipynb

This is the jupter notebook file that contains code for our unsupervised Darwin model

Darwin_nb.ipynb

This is the jupter notebook file that contains code for our supervised Darwin model

Sets

We only used data from the 17-18 and 16-17 seasons in our project

16_17_Season_Stats_Per_100_Possessions_SPP.csv

This is a list of all single-position players and their stats for the 16/17 NBA season

17_18_Season_Stats_Per_100_Possessions_SPP.csv

This is a list of all single-position players and their stats for the 17/18 NBA season

16_17_Season_Stats_Per_100_Possessions_SPP_limit_500.csv

This is a list of all top 500 single-position players (based on games started) and their stats for the 16/17 NBA season

(Only used for unsupervised)