Basically I have all the data from the beginning of the NBA in 1950 to the current status, 2022. Since many advanced stats were not kept in the younger years I decided to take only data from 1980 (introduction of the 3 point shot) until today. This can be seen well in the charts, which are located in the nba_ml.ipynb file on GitHub.