All Datasets
Basketball·CSV·Updated 2024-01

NBA Player Efficiency & Advanced Stats (2001–2023)

Season-level advanced statistics for all NBA players with qualifying minutes played. Includes PER, True Shooting %, Win Shares, Box Plus/Minus, and VORP. Sourced from the Basketball Reference advanced stats table, covering 2001 through 2023.

Rows

18,400

Columns

29

Size

12 MB

Downloads

8,903

License

Public data, educational/research

NBAPERAdvanced StatsWin SharesVORP
Source Data

Source

Basketball Reference — /leagues/NBA_{year}_advanced.html

License: Public data, educational/research use

https://www.basketball-reference.com/leagues/NBA_2024_advanced.html

Known Limitations

All aggregate statistics suffer from sample size issues for role players. PER and WS are single-number summaries with known biases (PER favors high-volume scorers).