NBA dataset loaders — Stats: possessions–team

load_nba_stats_possessions_v3

Release: nba_stats_possessions · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/nba_stats_possessions/nba_possessions_{season + 1}.parquet

Returns

col_name	type	description
game_id	String	Unique game identifier.
period	Int64	Period of the game (1-4 quarters; 5+ for OT).
possession_number	Int64	Possession number.
offense_team_id	Int64	Unique identifier for offense team.
defense_team_id	Int64	NBA Stats team id of the defending team for the possession.
start_order_index	Int64	order_index of the play-by-play event that starts the possession.
end_order_index	Int64	order_index of the play-by-play event that ends the possession.
start_seconds_remaining	Float64	Seconds remaining in the period when the possession started.
end_seconds_remaining	Float64	Seconds remaining in the period when the possession ended.
points	Int64	Points scored.
is_second_chance	Boolean	Whether the row is a second-chance continuation following an offensive rebound.
number_in_period	Int64	Sequential possession number for the offense within the period.
possession_start_type	String	How the possession began (e.g. off a made shot, defensive rebound, turnover, or period start).
count_as_possession	Boolean	Whether the row counts as a true possession for per-possession rate stats.
fg2a	Int64	Two-point field goal attempts during the possession.
fg2m	Int64	Two-point field goals made during the possession.
fg3a	Int64	Three-point field goal attempts.
fg3m	Int64	Three-point field goals made.
fta	Int64	Free throw attempts.
ftm	Int64	Free throws made.
oreb	Int64	Offensive rebounds.
dreb	Int64	Defensive rebounds.
tov	Int64	Turnovers.
off_player_1	Int64	NBA Stats player id of offensive on-court player 1 of 5 for the possession.
off_player_2	Int64	NBA Stats player id of offensive on-court player 2 of 5 for the possession.
off_player_3	Int64	NBA Stats player id of offensive on-court player 3 of 5 for the possession.
off_player_4	Int64	NBA Stats player id of offensive on-court player 4 of 5 for the possession.
off_player_5	Int64	NBA Stats player id of offensive on-court player 5 of 5 for the possession.
def_player_1	Int64	NBA Stats player id of defensive on-court player 1 of 5 for the possession.
def_player_2	Int64	NBA Stats player id of defensive on-court player 2 of 5 for the possession.
def_player_3	Int64	NBA Stats player id of defensive on-court player 3 of 5 for the possession.
def_player_4	Int64	NBA Stats player id of defensive on-court player 4 of 5 for the possession.
def_player_5	Int64	NBA Stats player id of defensive on-court player 5 of 5 for the possession.
lineup_source	String	Provenance of the on-court lineup identification for the row (how the five-man units were resolved).
season	Int64	Season year.

load_nba_stats_possessions_v3(seasons=2025)

load_nba_stats_rosters

Release: nba_stats_rosters · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/nba_stats_rosters/rosters_{season + 1}.parquet

Returns

col_name	type	description
team_id	Int64	Unique team identifier.
season	Int32	Season year.
league_id	String	League identifier ('10' = WNBA).
player	String	Player name.
nickname	String	Team or athlete nickname.
player_slug	String	URL-safe player identifier.
num	String	Jersey number worn by the player.
position	String	Listed roster position (G, F, C, etc.).
height	String	Player height (string e.g. '6-2' or inches).
weight	String	Player weight in pounds.
birth_date	String	Date of birth (YYYY-MM-DD).
age	Float64	Player age (in years).
exp	String	Years of NBA playing experience entering the season ('R' = rookie).
school	String	Player school / pre-draft team.
player_id	Int64	Unique player identifier.
how_acquired	String	How the team acquired the player (e.g. draft, trade, free agency).
supplemental_status	Int64	Numeric supplemental roster-status code from the stats.nba.com roster feed.
season_type	String	Season type (1=pre-season, 2=regular season, 3=postseason, 4=off-season for ESPN; or string label for WNBA Stats).

load_nba_stats_rosters(seasons=2025)

load_nba_stats_shots

Release: nba_stats_shots · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/nba_stats_shots/shots_{season + 1}.parquet

Returns

col_name	type	description
game_id	String	Unique game identifier.
season	Int32	Season year.
season_type_id	String	Season-type digit: the 3rd character of game_id (and the leading digit of season_id). 1 = preseason, 2 = regular season, 3 = All-Star, 4 = playoffs, 5 = play-in, 6 = NBA Cup final, 9 = international.
period	Int64	Period of the game (1-4 quarters; 5+ for OT).
clock	String	Game clock value.
team_id	Int64	Unique team identifier.
team_tricode	String	Three-letter team code (e.g. 'LAS' / 'NYL').
person_id	Int64	Unique player identifier (V3 endpoints).
player_name	String	Player name.
action_type	String	Action type label (e.g. 'Made Shot', 'Substitution').
sub_type	String	Action sub-type label.
shot_result	String	Shot result ('Made' / 'Missed').
shot_value	Int64	Point value of the shot (2 or 3).
shot_distance	Int64	Shot distance from the basket, in feet.
x_legacy	Int64	V2-format X coordinate (preserved for V3-to-V2 compatibility).
y_legacy	Int64	V2-format Y coordinate (preserved for V3-to-V2 compatibility).
description	String	Long-form description text.
score_home	String	Score home.
score_away	String	Score away.

load_nba_stats_shots(seasons=2025)

load_nba_stats_standings

Release: nba_stats_standings · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/nba_stats_standings/standings_{season + 1}.parquet

Returns

col_name	type	description
league_id	String	League identifier ('10' = WNBA).
season_id	String	Unique season identifier.
team_id	Int64	Unique team identifier.
team_city	String	Team city or region (e.g. 'Las Vegas').
team_name	String	Full team display name (e.g. 'Las Vegas Aces').
team_slug	String	URL-safe team identifier (e.g. 'lasvegas-aces' / 'aces').
conference	String	Conference name.
conference_record	String	Conference win-loss record.
playoff_rank	Int64	League/season rank for playoff.
clinch_indicator	String	Playoff clinch indicator (e.g. 'x' clinched playoff, 'e' eliminated).
division	String	Team division.
division_record	String	Win-loss record against division opponents.
division_rank	Int64	Team's rank within its division.
wins	Int64	Total wins.
losses	Int64	Total losses.
win_pct	Float64	Win percentage (0-1 decimal).
league_rank	Int64	Team's rank in the overall league standings.
record	String	Overall win-loss record.
home	String	Home.
road	String	Road.
l10	String	Last-ten record.
last10_home	String	Win-loss record over the team's last 10 home games.
last10_road	String	Win-loss record over the team's last 10 road games.
ot	String	Ot.
three_pts_or_less	String	Win-loss record in games decided by three points or fewer.
ten_pts_or_more	String	Win-loss record in games decided by ten points or more.
long_home_streak	Int64	Longest home streak of the season (positive counts wins, negative losses).
str_long_home_streak	String	Longest home streak of the season as display text (e.g. "W 5").
long_road_streak	Int64	Longest road streak of the season (positive counts wins, negative losses).
str_long_road_streak	String	Longest road streak of the season as display text (e.g. "W 5").
long_win_streak	Int64	Longest winning streak of the season, in games.
long_loss_streak	Int64	Longest losing streak of the season, in games.
current_home_streak	Int64	Current home streak (positive counts wins, negative losses).
str_current_home_streak	String	Current home streak as display text (e.g. "L 2").
current_road_streak	Int64	Current road streak (positive counts wins, negative losses).
str_current_road_streak	String	Current road streak as display text (e.g. "W 3").
current_streak	Int64	Current overall streak (positive counts wins, negative losses).
str_current_streak	String	Current overall streak as display text (e.g. "W 4").
conference_games_back	Float64	Games behind the conference leader.
division_games_back	Float64	Games behind the division leader.
clinched_conference_title	Int64	Flag (1/0) for whether the team has clinched the conference title.
clinched_division_title	Int64	Flag (1/0) for whether the team has clinched its division.
clinched_playoff_birth	Int64	Flag (1/0) for whether the team has clinched a playoff berth.
clinched_play_in	Int64	Flag (1/0) for whether the team has clinched a play-in tournament spot.
eliminated_conference	Int64	Flag (1/0) for whether the team is eliminated from conference contention.
eliminated_division	Int64	Flag (1/0) for whether the team is eliminated from division contention.
ahead_at_half	String	Win-loss record when leading at halftime.
behind_at_half	String	Win-loss record when trailing at halftime.
tied_at_half	String	Win-loss record when tied at halftime.
ahead_at_third	String	Win-loss record when leading after three quarters.
behind_at_third	String	Win-loss record when trailing after three quarters.
tied_at_third	String	Win-loss record when tied after three quarters.
score100_pts	String	Win-loss record when scoring 100 or more points.
opp_score100_pts	String	Win-loss record when the opponent scores 100 or more points.
opp_over500	String	Win-loss record against teams with winning (over .500) records.
lead_in_fgpct	String	Win-loss record when posting the higher field goal percentage.
lead_in_reb	String	Win-loss record when out-rebounding the opponent.
fewer_turnovers	String	Win-loss record when committing fewer turnovers than the opponent.
points_pg	Float64	Points pg.
opp_points_pg	Float64	Opponent points pg.
diff_points_pg	Float64	Diff points pg.
vs_east	String	Win-loss record against Eastern Conference opponents.
vs_atlantic	String	Win-loss record against Atlantic Division opponents.
vs_central	String	Win-loss record against Central Division opponents.
vs_southeast	String	Win-loss record against Southeast Division opponents.
vs_west	String	Win-loss record against Western Conference opponents.
vs_northwest	String	Win-loss record against Northwest Division opponents.
vs_pacific	String	Win-loss record against Pacific Division opponents.
vs_southwest	String	Win-loss record against Southwest Division opponents.
jan	String	Win-loss record in games played in January.
feb	String	Win-loss record in games played in February.
mar	String	Win-loss record in games played in March.
apr	String	Win-loss record in games played in April.
may	Null	Win-loss record in games played in May.
jun	Null	Win-loss record in games played in June.
jul	Null	Win-loss record in games played in July.
aug	Null	Win-loss record in games played in August.
sep	Null	Win-loss record in games played in September.
oct	String	Win-loss record in games played in October.
nov	String	Win-loss record in games played in November.
dec	String	Win-loss record in games played in December.
score_80_plus	String	Win-loss record when scoring 80 or more points.
opp_score_80_plus	String	Win-loss record when the opponent scores 80 or more points.
score_below_80	String	Win-loss record when scoring fewer than 80 points.
opp_score_below_80	String	Win-loss record when holding the opponent below 80 points.
total_points	Int64	Total points scored by the team over the season to date.
opp_total_points	Int64	Total points allowed by the team over the season to date.
diff_total_points	Int64	Season point differential (points scored minus points allowed).
league_games_back	Float64	Games behind the overall league leader.
playoff_seeding	Int64	Team's current playoff seed.
clinched_post_season	Int64	Flag (1/0) for whether the team has clinched any postseason berth.
neutral	String	Neutral.
season	Int32	Season year.
season_type	String	Season type (1=pre-season, 2=regular season, 3=postseason, 4=off-season for ESPN; or string label for WNBA Stats).

load_nba_stats_standings(seasons=2025)

load_nba_stats_team_boxscores

Release: nba_stats_team_boxscores · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/nba_stats_team_boxscores/team_boxscores_{season + 1}.parquet

Returns

col_name	type	description
team_id	Int64	Unique team identifier.
team_city	String	City/market of the team ("Indiana"); pair with team_name for the full club name.
team_name	String	Full team display name (e.g. 'Las Vegas Aces').
team_tricode	String	Three-letter team code (e.g. 'LAS' / 'NYL').
team_slug	String	URL slug of the team ("pacers").
side	String	Side label (e.g. 'home', 'away', or 'overUnder').
minutes	String	Minutes played, formatted MM:SS (V3 PT-duration parsed) or decimal minutes (V2).
field_goals_made	Int64	Field goals made (2-pt + 3-pt).
field_goals_attempted	Int64	Field goal attempts (2-pt + 3-pt).
field_goals_percentage	Float64	Field goal percentage (0-1 decimal).
three_pointers_made	Int64	Three-point field goals made.
three_pointers_attempted	Int64	Three-point field goal attempts.
three_pointers_percentage	Float64	Three-point field goal percentage (0-1 decimal).
free_throws_made	Int64	Free throws made.
free_throws_attempted	Int64	Free throw attempts.
free_throws_percentage	Float64	Free throw percentage (0-1 decimal).
rebounds_offensive	Int64	Offensive rebounds.
rebounds_defensive	Int64	Defensive rebounds.
rebounds_total	Int64	Total rebounds.
assists	Int64	Total assists.
steals	Int64	Total steals.
blocks	Int64	Total blocks.
turnovers	Int64	Total turnovers.
fouls_personal	Int64	Personal fouls.
points	Int64	Points scored.
plus_minus_points	Float64	Plus/minus point differential while on court.
game_id	String	Unique game identifier.
season	Int32	Season year.
season_type_id	String	Season-type digit: the 3rd character of game_id (and the leading digit of season_id). 1 = preseason, 2 = regular season, 3 = All-Star, 4 = playoffs, 5 = play-in, 6 = NBA Cup final, 9 = international.

load_nba_stats_team_boxscores(seasons=2025)

load_nba_stats_team_season_stats

Release: nba_stats_team_season_stats · asset https://github.com/sportsdataverse/sportsdataverse-data/releases/download/nba_stats_team_season_stats/team_season_stats_{season + 1}.parquet

Returns

col_name	type	description
team_id	Int64	Unique team identifier.
team_name	String	Full team display name (e.g. 'Las Vegas Aces').
gp	Int64	Games played.
w	Int64	Wins.
l	Int64	Losses.
w_pct	Float64	Wins percentage (0-1 decimal).
min	Float64	Minutes played.
e_off_rating	Float64	Estimated offensive rating (NBA Stats estimated-metrics family) over the split.
off_rating	Float64	Offensive rating (points scored per 100 possessions) over the split.
e_def_rating	Float64	Estimated defensive rating (NBA Stats estimated-metrics family) over the split.
def_rating	Float64	Defensive rating (points allowed per 100 possessions) over the split.
e_net_rating	Float64	Estimated net rating (NBA Stats estimated-metrics family) over the split.
net_rating	Float64	Net rating (off rating - def rating).
ast_pct	Float64	Assist percentage.
ast_to	Float64	Assist-to-turnover ratio over the split.
ast_ratio	Float64	Assist ratio (assists per 100 possessions used) over the split.
oreb_pct	Float64	Offensive rebound percentage over the split, as a decimal.
dreb_pct	Float64	Defensive rebound percentage over the split, as a decimal.
reb_pct	Float64	Total rebound percentage over the split, as a decimal.
tm_tov_pct	Float64	Team turnover percentage (turnovers per 100 possessions) over the split, as a decimal.
efg_pct	Float64	Effective field goal percentage over the split, as a decimal.
ts_pct	Float64	True shooting percentage (0-1).
e_pace	Float64	Estimated pace (NBA Stats estimated-metrics family) over the split.
pace	Float64	Possessions per 48 minutes.
pace_per40	Float64	Pace per40.
poss	Int64	Poss.
pie	Float64	Player Impact Estimate (0-1).
gp_rank	Int64	League rank of the row's games played for the season and split.
w_rank	Int64	League rank of the row's wins for the season and split.
l_rank	Int64	League rank of the row's losses for the season and split.
w_pct_rank	Int64	League rank of the row's win percentage for the season and split.
min_rank	Int64	League rank of the row's minutes played for the season and split.
off_rating_rank	Int64	League rank of the row's offensive rating (points scored per 100 possessions) for the season and split.
def_rating_rank	Int64	League rank of the row's defensive rating (points allowed per 100 possessions) for the season and split.
net_rating_rank	Int64	League rank of the row's net rating (offensive minus defensive rating) for the season and split.
ast_pct_rank	Int64	League rank of the row's assist percentage (share of teammate field goals assisted while on the floor) for the season and split.
ast_to_rank	Int64	League rank of the row's assist-to-turnover ratio for the season and split.
ast_ratio_rank	Int64	League rank of the row's assist ratio (assists per 100 possessions used) for the season and split.
oreb_pct_rank	Int64	League rank of the row's offensive rebound percentage for the season and split.
dreb_pct_rank	Int64	League rank of the row's defensive rebound percentage for the season and split.
reb_pct_rank	Int64	League rank of the row's total rebound percentage for the season and split.
tm_tov_pct_rank	Int64	League rank of the row's team turnover percentage (turnovers per 100 possessions) for the season and split.
efg_pct_rank	Int64	League rank of the row's effective field goal percentage for the season and split.
ts_pct_rank	Int64	League rank of the row's true shooting percentage for the season and split.
pace_rank	Int64	League rank of the row's pace (possessions per 48 minutes) for the season and split.
pie_rank	Int64	League rank of the row's Player Impact Estimate (PIE, the NBA Stats catch-all impact metric) for the season and split.
season	Int32	Season year.
season_type	String	Season type (1=pre-season, 2=regular season, 3=postseason, 4=off-season for ESPN; or string label for WNBA Stats).
measure_type	String	NBA Stats measure type the row was pulled from (e.g. Base, Advanced, Misc, Scoring, Opponent, Usage, Defense).
per_mode	String	NBA Stats per-mode of the row values (e.g. Totals, PerGame, Per100Possessions).
fgm	Float64	Field goals made.
fga	Float64	Field goal attempts.
fg_pct	Float64	Field goal percentage (0-1).
fg3m	Float64	Three-point field goals made.
fg3a	Float64	Three-point field goal attempts.
fg3_pct	Float64	Three-point field goal percentage (0-1).
ftm	Float64	Free throws made.
fta	Float64	Free throw attempts.
ft_pct	Float64	Free throw percentage (0-1).
oreb	Float64	Offensive rebounds.
dreb	Float64	Defensive rebounds.
reb	Float64	Rebounds per game.
ast	Float64	Assists.
tov	Float64	Turnovers.
stl	Float64	Steals.
blk	Float64	Blocks.
blka	Float64	Shot attempts blocked by opponents (blocks against).
pf	Float64	Personal fouls.
pfd	Float64	Personal fouls drawn.
pts	Float64	Points scored.
plus_minus	Float64	Plus/minus point differential while on court.
fgm_rank	Int64	League rank of the row's field goals made for the season and split.
fga_rank	Int64	League rank of the row's field goals attempted for the season and split.
fg_pct_rank	Int64	League rank of the row's field goal percentage for the season and split.
fg3m_rank	Int64	League rank of the row's three-point field goals made for the season and split.
fg3a_rank	Int64	League rank of the row's three-point field goals attempted for the season and split.
fg3_pct_rank	Int64	League rank of the row's three-point field goal percentage for the season and split.
ftm_rank	Int64	League rank of the row's free throws made for the season and split.
fta_rank	Int64	League rank of the row's free throws attempted for the season and split.
ft_pct_rank	Int64	League rank of the row's free throw percentage for the season and split.
oreb_rank	Int64	League rank of the row's offensive rebounds for the season and split.
dreb_rank	Int64	League rank of the row's defensive rebounds for the season and split.
reb_rank	Int64	League rank of the row's total rebounds for the season and split.
ast_rank	Int64	League rank of the row's assists for the season and split.
tov_rank	Int64	League rank of the row's turnovers for the season and split.
stl_rank	Int64	League rank of the row's steals for the season and split.
blk_rank	Int64	League rank of the row's blocked shots for the season and split.
blka_rank	Int64	League rank of the row's shot attempts blocked by opponents (blocks against) for the season and split.
pf_rank	Int64	League rank of the row's personal fouls committed for the season and split.
pfd_rank	Int64	League rank of the row's personal fouls drawn for the season and split.
pts_rank	Int64	League rank of the row's points scored for the season and split.
plus_minus_rank	Int64	League rank of the row's plus-minus point differential while on the floor for the season and split.
opp_pts_off_tov	Float64	Opponent points scored off opponent turnovers allowed over the split.
opp_pts_2nd_chance	Float64	Opponent second-chance points allowed over the split.
opp_pts_fb	Float64	Opponent fast-break points allowed over the split.
opp_pts_paint	Float64	Opponent points in the paint allowed over the split.
opp_pts_off_tov_rank	Int64	League rank of the row's opponent points scored off opponent turnovers for the season and split.
opp_pts_2nd_chance_rank	Int64	League rank of the row's opponent second-chance points for the season and split.
opp_pts_fb_rank	Int64	League rank of the row's opponent fast-break points for the season and split.
opp_pts_paint_rank	Int64	League rank of the row's opponent points in the paint for the season and split.
pts_off_tov	Float64	Points scored off opponent turnovers over the split.
pts_2nd_chance	Float64	Second-chance points over the split.
pts_fb	Float64	Fast-break points over the split.
pts_paint	Float64	Points in the paint over the split.
pts_off_tov_rank	Int64	League rank of the row's points scored off opponent turnovers for the season and split.
pts_2nd_chance_rank	Int64	League rank of the row's second-chance points for the season and split.
pts_fb_rank	Int64	League rank of the row's fast-break points for the season and split.
pts_paint_rank	Int64	League rank of the row's points in the paint for the season and split.
opp_fgm	Float64	Opponent field goals made allowed over the split.
opp_fga	Float64	Opponent field goals attempted allowed over the split.
opp_fg_pct	Float64	Opponent field goal percentage allowed over the split.
opp_fg3m	Float64	Opponent three-point field goals made allowed over the split.
opp_fg3a	Float64	Opponent three-point field goals attempted allowed over the split.
opp_fg3_pct	Float64	Opponent three-point field goal percentage allowed over the split.
opp_ftm	Float64	Opponent free throws made allowed over the split.
opp_fta	Float64	Opponent free throws attempted allowed over the split.
opp_ft_pct	Float64	Opponent free throw percentage allowed over the split.
opp_oreb	Float64	Opponent offensive rebounds allowed over the split.
opp_dreb	Float64	Opponent defensive rebounds allowed over the split.
opp_reb	Float64	Opponent total rebounds allowed over the split.
opp_ast	Float64	Opponent assists allowed over the split.
opp_tov	Float64	Opponent turnovers allowed over the split.
opp_stl	Float64	Opponent steals allowed over the split.
opp_blk	Float64	Opponent blocked shots allowed over the split.
opp_blka	Float64	Opponent shot attempts blocked by opponents (blocks against) allowed over the split.
opp_pf	Float64	Opponent personal fouls committed allowed over the split.
opp_pfd	Float64	Opponent personal fouls drawn allowed over the split.
opp_pts	Float64	Opponent points.
opp_fgm_rank	Int64	League rank of the row's opponent field goals made for the season and split.
opp_fga_rank	Int64	League rank of the row's opponent field goals attempted for the season and split.
opp_fg_pct_rank	Int64	League rank of the row's opponent field goal percentage for the season and split.
opp_fg3m_rank	Int64	League rank of the row's opponent three-point field goals made for the season and split.
opp_fg3a_rank	Int64	League rank of the row's opponent three-point field goals attempted for the season and split.
opp_fg3_pct_rank	Int64	League rank of the row's opponent three-point field goal percentage for the season and split.
opp_ftm_rank	Int64	League rank of the row's opponent free throws made for the season and split.
opp_fta_rank	Int64	League rank of the row's opponent free throws attempted for the season and split.
opp_ft_pct_rank	Int64	League rank of the row's opponent free throw percentage for the season and split.
opp_oreb_rank	Int64	League rank of the row's opponent offensive rebounds for the season and split.
opp_dreb_rank	Int64	League rank of the row's opponent defensive rebounds for the season and split.
opp_reb_rank	Int64	League rank of the row's opponent total rebounds for the season and split.
opp_ast_rank	Int64	League rank of the row's opponent assists for the season and split.
opp_tov_rank	Int64	League rank of the row's opponent turnovers for the season and split.
opp_stl_rank	Int64	League rank of the row's opponent steals for the season and split.
opp_blk_rank	Int64	League rank of the row's opponent blocked shots for the season and split.
opp_blka_rank	Int64	League rank of the row's opponent shot attempts blocked by opponents (blocks against) for the season and split.
opp_pf_rank	Int64	League rank of the row's opponent personal fouls committed for the season and split.
opp_pfd_rank	Int64	League rank of the row's opponent personal fouls drawn for the season and split.
opp_pts_rank	Int64	League rank of the row's opponent points scored for the season and split.
pct_fga_2pt	Float64	Share of field goal attempts taken as two-pointers, as a decimal.
pct_fga_3pt	Float64	Share of field goal attempts taken as three-pointers, as a decimal.
pct_pts_2pt	Float64	Share of points scored on two-point field goals, as a decimal.
pct_pts_2pt_mr	Float64	Share of points scored on mid-range two-pointers, as a decimal.
pct_pts_3pt	Float64	Share of points scored on three-pointers, as a decimal.
pct_pts_fb	Float64	Share of points scored on fast breaks, as a decimal.
pct_pts_ft	Float64	Share of points scored at the free throw line, as a decimal.
pct_pts_off_tov	Float64	Share of points scored off opponent turnovers, as a decimal.
pct_pts_paint	Float64	Share of points scored in the paint, as a decimal.
pct_ast_2pm	Float64	Percentage of made two-pointers that were assisted, as a decimal.
pct_uast_2pm	Float64	Percentage of made two-pointers that were unassisted, as a decimal.
pct_ast_3pm	Float64	Percentage of made three-pointers that were assisted, as a decimal.
pct_uast_3pm	Float64	Percentage of made three-pointers that were unassisted, as a decimal.
pct_ast_fgm	Float64	Percentage of made field goals that were assisted, as a decimal.
pct_uast_fgm	Float64	Percentage of made field goals that were unassisted, as a decimal.
pct_fga_2pt_rank	Int64	League rank of the row's share of field goal attempts taken as two-pointers for the season and split.
pct_fga_3pt_rank	Int64	League rank of the row's share of field goal attempts taken as three-pointers for the season and split.
pct_pts_2pt_rank	Int64	League rank of the row's share of points scored on two-point field goals for the season and split.
pct_pts_2pt_mr_rank	Int64	League rank of the row's share of points scored on mid-range two-pointers for the season and split.
pct_pts_3pt_rank	Int64	League rank of the row's share of points scored on three-pointers for the season and split.
pct_pts_fb_rank	Int64	League rank of the row's share of points scored on fast breaks for the season and split.
pct_pts_ft_rank	Int64	League rank of the row's share of points scored at the free throw line for the season and split.
pct_pts_off_tov_rank	Int64	League rank of the row's share of points scored off opponent turnovers for the season and split.
pct_pts_paint_rank	Int64	League rank of the row's share of points scored in the paint for the season and split.
pct_ast_2pm_rank	Int64	League rank of the row's percentage of made two-pointers that were assisted for the season and split.
pct_uast_2pm_rank	Int64	League rank of the row's percentage of made two-pointers that were unassisted for the season and split.
pct_ast_3pm_rank	Int64	League rank of the row's percentage of made three-pointers that were assisted for the season and split.
pct_uast_3pm_rank	Int64	League rank of the row's percentage of made three-pointers that were unassisted for the season and split.
pct_ast_fgm_rank	Int64	League rank of the row's percentage of made field goals that were assisted for the season and split.
pct_uast_fgm_rank	Int64	League rank of the row's percentage of made field goals that were unassisted for the season and split.

load_nba_stats_team_season_stats(seasons=2025)