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nba-player-advanced-metrics

nba-data-historical.csv contains historical RAPTOR and other NBA data.

Note: The following columns are not included for the 2019-20 season or later: tmRtg, MP%, P/36, A/36, R/36, SB/36, TO/36, PIE%, AWS%, ORtg, %Pos, DRtg, 2P%, 3P%, and FT%. These values are also not included for playoffs in any year.

Category Description
player_id Basketball-Reference.com player ID
name_common Name of player
year_id Season (i.e., 2019-20 is "2000")
type Regular season (RS) or playoffs (PO)
age Age on Feb. 1 of season
team_id Team played for
pos Primary position
tmRtg Team efficiency margin
franch_id Franchise played for
G Games played
Min Minutes played
MP% Share of team minutes played
MPG Minutes per game
P/36 Pace-adjusted points per 36 minutes
TS% True Shooting Percentage
A/36 Pace-adjusted assists per 36 minutes
R/36 Pace-adjusted rebounds per 36 minutes
SB/36 Pace-adjusted steals plus blocks per 36 minutes
TO/36 Pace-adjusted turnovers per 36 minutes
Raptor O Offensive RAPTOR rating
Raptor D Defensive RAPTOR rating
Raptor+/- Total RAPTOR rating
Raptor WAR Total RAPTOR wins above replacement
PIE% Player Impact Estimate
AWS% PIE% using Alternate Win Score
USG% Usage Rate
AST% Assist Rate
TOV% Turnover Rate
ORB% Offensive Rebound Rate
DRB% Defensive Rebound Rate
TRB% Total Rebound Rate
STL% Steal Rate
BLK% Block Rate
ORtg Offensive Rating (points produced per 100 poss.)
%Pos Share of team possessions used
DRtg Defensive Rating (points allowed per 100 poss.)
2P% 2-point field goal percentage
3P% 3-point field goal percentage
FT% Free throw percentage
3PAr Share of field goal attempts that were 3-pointers
FTAr Ratio of free throw attempts to field goal attempts
Pace +/- Player's effect on team pace