Name: NBA Stats (1980-2024)
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

NBA Stats (1980-2024)

There are three informational files: Player Season Info, Player Career Info & Team Abbrevs. Each player was given a unique player ID to facilitate aggregation into career stats.

On the team side, there are 7 files:

totals & opponent totals
per game & opponent per game statistics
per 100 possessions & opponent per 100 possessions statistics (starting from 1974)
team summaries
On the player side, there are 10 files:

player totals
player per game stats
player per 36 minute stats
player per 100 possessions stats (starting from 1974)
player advanced stats
player play by play stats (starting from 1997) - percentage of time spent at different positions, fouls drawn & committed, etc
player shooting stats (starting from 1997) - success rate and attempt rate from different shot distances
end of season teams (All-Defense, All-Rookie, All-League)
end of season team voting (All-League)
all-star selections
awards voting results (Rookie of the Year, Sixth Man of the Year, Most Valuable Player, Defensive Player of the Year, Most Improved Player)

Data Obtained from Basketball Reference

Update 4/28:Dataset now includes complete team data for the 2023-2024

Update 5/3: Dataset now includes advanced player statistics for the 2023-2024 season.

Tables

Advanced

@kaggle.rodneycarroll78_nba_stats_1980_2024.advanced

1.24 MB
31,870 rows
32 columns

CREATE TABLE advanced (
  "seas_id" BIGINT,
  "season" BIGINT,
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "pos" VARCHAR,
  "age" DOUBLE,
  "experience" BIGINT,
  "lg" VARCHAR,
  "tm" VARCHAR,
  "g" BIGINT,
  "mp" DOUBLE,
  "per" DOUBLE,
  "ts_percent" DOUBLE,
  "x3p_ar" DOUBLE,
  "f_tr" DOUBLE,
  "orb_percent" DOUBLE,
  "drb_percent" DOUBLE,
  "trb_percent" DOUBLE,
  "ast_percent" DOUBLE,
  "stl_percent" DOUBLE,
  "blk_percent" DOUBLE,
  "tov_percent" DOUBLE,
  "usg_percent" DOUBLE,
  "ows" DOUBLE,
  "dws" DOUBLE,
  "ws" DOUBLE,
  "ws_48" DOUBLE,
  "obpm" DOUBLE,
  "dbpm" DOUBLE,
  "bpm" DOUBLE,
  "vorp" DOUBLE
);

All Star Selections

@kaggle.rodneycarroll78_nba_stats_1980_2024.all_star_selections

13.46 kB
2,000 rows
5 columns

CREATE TABLE all_star_selections (
  "player" VARCHAR,
  "team" VARCHAR,
  "lg" VARCHAR,
  "season" BIGINT,
  "replaced" BOOLEAN
);

End Of Season Teams

@kaggle.rodneycarroll78_nba_stats_1980_2024.end_of_season_teams

40.68 kB
2,120 rows
11 columns

CREATE TABLE end_of_season_teams (
  "season" BIGINT,
  "lg" VARCHAR,
  "type" VARCHAR,
  "number_tm" VARCHAR,
  "player" VARCHAR,
  "position" VARCHAR,
  "seas_id" BIGINT,
  "player_id" BIGINT,
  "birth_year" DOUBLE,
  "tm" VARCHAR,
  "age" BIGINT
);

End Of Season Teams Voting

@kaggle.rodneycarroll78_nba_stats_1980_2024.end_of_season_teams_voting

48.64 kB
1,964 rows
16 columns

CREATE TABLE end_of_season_teams_voting (
  "season" BIGINT,
  "lg" VARCHAR,
  "type" VARCHAR,
  "number_tm" VARCHAR,
  "position" VARCHAR,
  "player" VARCHAR,
  "age" DOUBLE,
  "tm" VARCHAR,
  "pts_won" DOUBLE,
  "pts_max" DOUBLE,
  "share" DOUBLE,
  "x1st_tm" DOUBLE,
  "x2nd_tm" DOUBLE,
  "x3rd_tm" DOUBLE,
  "seas_id" BIGINT,
  "player_id" BIGINT
);

Opponent Stats Per 100 Poss

@kaggle.rodneycarroll78_nba_stats_1980_2024.opponent_stats_per_100_poss

62.27 kB
1,254 rows
28 columns

CREATE TABLE opponent_stats_per_100_poss (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "abbreviation" VARCHAR,
  "playoffs" BOOLEAN,
  "g" BIGINT,
  "mp" BIGINT,
  "opp_fg_per_100_poss" DOUBLE,
  "opp_fga_per_100_poss" DOUBLE,
  "opp_fg_percent" DOUBLE,
  "opp_x3p_per_100_poss" DOUBLE,
  "opp_x3pa_per_100_poss" DOUBLE,
  "opp_x3p_percent" DOUBLE,
  "opp_x2p_per_100_poss" DOUBLE,
  "opp_x2pa_per_100_poss" DOUBLE,
  "opp_x2p_percent" DOUBLE,
  "opp_ft_per_100_poss" DOUBLE,
  "opp_fta_per_100_poss" DOUBLE,
  "opp_ft_percent" DOUBLE,
  "opp_orb_per_100_poss" DOUBLE,
  "opp_drb_per_100_poss" DOUBLE,
  "opp_trb_per_100_poss" DOUBLE,
  "opp_ast_per_100_poss" DOUBLE,
  "opp_stl_per_100_poss" DOUBLE,
  "opp_blk_per_100_poss" DOUBLE,
  "opp_tov_per_100_poss" DOUBLE,
  "opp_pf_per_100_poss" DOUBLE,
  "opp_pts_per_100_poss" DOUBLE
);

Opponent Stats Per Game

@kaggle.rodneycarroll78_nba_stats_1980_2024.opponent_stats_per_game

76.85 kB
1,845 rows
28 columns

CREATE TABLE opponent_stats_per_game (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "abbreviation" VARCHAR,
  "playoffs" BOOLEAN,
  "g" DOUBLE,
  "mp_per_game" DOUBLE,
  "opp_fg_per_game" DOUBLE,
  "opp_fga_per_game" DOUBLE,
  "opp_fg_percent" DOUBLE,
  "opp_x3p_per_game" DOUBLE,
  "opp_x3pa_per_game" DOUBLE,
  "opp_x3p_percent" DOUBLE,
  "opp_x2p_per_game" DOUBLE,
  "opp_x2pa_per_game" DOUBLE,
  "opp_x2p_percent" DOUBLE,
  "opp_ft_per_game" DOUBLE,
  "opp_fta_per_game" DOUBLE,
  "opp_ft_percent" DOUBLE,
  "opp_orb_per_game" DOUBLE,
  "opp_drb_per_game" DOUBLE,
  "opp_trb_per_game" DOUBLE,
  "opp_ast_per_game" DOUBLE,
  "opp_stl_per_game" DOUBLE,
  "opp_blk_per_game" DOUBLE,
  "opp_tov_per_game" DOUBLE,
  "opp_pf_per_game" DOUBLE,
  "opp_pts_per_game" DOUBLE
);

Opponent Totals

@kaggle.rodneycarroll78_nba_stats_1980_2024.opponent_totals

129.45 kB
1,845 rows
28 columns

CREATE TABLE opponent_totals (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "abbreviation" VARCHAR,
  "playoffs" BOOLEAN,
  "g" DOUBLE,
  "mp" DOUBLE,
  "opp_fg" DOUBLE,
  "opp_fga" DOUBLE,
  "opp_fg_percent" DOUBLE,
  "opp_x3p" DOUBLE,
  "opp_x3pa" DOUBLE,
  "opp_x3p_percent" DOUBLE,
  "opp_x2p" DOUBLE,
  "opp_x2pa" DOUBLE,
  "opp_x2p_percent" DOUBLE,
  "opp_ft" DOUBLE,
  "opp_fta" DOUBLE,
  "opp_ft_percent" DOUBLE,
  "opp_orb" DOUBLE,
  "opp_drb" DOUBLE,
  "opp_trb" DOUBLE,
  "opp_ast" DOUBLE,
  "opp_stl" DOUBLE,
  "opp_blk" DOUBLE,
  "opp_tov" DOUBLE,
  "opp_pf" DOUBLE,
  "opp_pts" DOUBLE
);

Per 36 Minutes

@kaggle.rodneycarroll78_nba_stats_1980_2024.per_36_minutes

1.26 MB
31,870 rows
34 columns

CREATE TABLE per_36_minutes (
  "seas_id" BIGINT,
  "season" BIGINT,
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "pos" VARCHAR,
  "age" DOUBLE,
  "experience" BIGINT,
  "lg" VARCHAR,
  "tm" VARCHAR,
  "g" BIGINT,
  "gs" DOUBLE,
  "mp" DOUBLE,
  "fg_per_36_min" DOUBLE,
  "fga_per_36_min" DOUBLE,
  "fg_percent" DOUBLE,
  "x3p_per_36_min" DOUBLE,
  "x3pa_per_36_min" DOUBLE,
  "x3p_percent" DOUBLE,
  "x2p_per_36_min" DOUBLE,
  "x2pa_per_36_min" DOUBLE,
  "x2p_percent" DOUBLE,
  "ft_per_36_min" DOUBLE,
  "fta_per_36_min" DOUBLE,
  "ft_percent" DOUBLE,
  "orb_per_36_min" DOUBLE,
  "drb_per_36_min" DOUBLE,
  "trb_per_36_min" DOUBLE,
  "ast_per_36_min" DOUBLE,
  "stl_per_36_min" DOUBLE,
  "blk_per_36_min" DOUBLE,
  "tov_per_36_min" DOUBLE,
  "pf_per_36_min" DOUBLE,
  "pts_per_36_min" DOUBLE
);

Player Award Shares

@kaggle.rodneycarroll78_nba_stats_1980_2024.player_award_shares

71.25 kB
3,293 rows
12 columns

CREATE TABLE player_award_shares (
  "season" BIGINT,
  "award" VARCHAR,
  "player" VARCHAR,
  "age" BIGINT,
  "tm" VARCHAR,
  "first" DOUBLE,
  "pts_won" DOUBLE,
  "pts_max" DOUBLE,
  "share" DOUBLE,
  "winner" VARCHAR,
  "seas_id" BIGINT,
  "player_id" BIGINT
);

Player Career Info

@kaggle.rodneycarroll78_nba_stats_1980_2024.player_career_info

109.33 kB
5,209 rows
7 columns

CREATE TABLE player_career_info (
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "hof" BOOLEAN,
  "num_seasons" BIGINT,
  "first_seas" BIGINT,
  "last_seas" BIGINT
);

Player Per Game

@kaggle.rodneycarroll78_nba_stats_1980_2024.player_per_game

1.26 MB
31,870 rows
35 columns

CREATE TABLE player_per_game (
  "seas_id" BIGINT,
  "season" BIGINT,
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "pos" VARCHAR,
  "age" DOUBLE,
  "experience" BIGINT,
  "lg" VARCHAR,
  "tm" VARCHAR,
  "g" BIGINT,
  "gs" DOUBLE,
  "mp_per_game" DOUBLE,
  "fg_per_game" DOUBLE,
  "fga_per_game" DOUBLE,
  "fg_percent" DOUBLE,
  "x3p_per_game" DOUBLE,
  "x3pa_per_game" DOUBLE,
  "x3p_percent" DOUBLE,
  "x2p_per_game" DOUBLE,
  "x2pa_per_game" DOUBLE,
  "x2p_percent" DOUBLE,
  "e_fg_percent" DOUBLE,
  "ft_per_game" DOUBLE,
  "fta_per_game" DOUBLE,
  "ft_percent" DOUBLE,
  "orb_per_game" DOUBLE,
  "drb_per_game" DOUBLE,
  "trb_per_game" DOUBLE,
  "ast_per_game" DOUBLE,
  "stl_per_game" DOUBLE,
  "blk_per_game" DOUBLE,
  "tov_per_game" DOUBLE,
  "pf_per_game" DOUBLE,
  "pts_per_game" DOUBLE
);

Player Play By Play

@kaggle.rodneycarroll78_nba_stats_1980_2024.player_play_by_play

563.06 kB
16,785 rows
28 columns

CREATE TABLE player_play_by_play (
  "seas_id" BIGINT,
  "season" BIGINT,
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "pos" VARCHAR,
  "age" BIGINT,
  "experience" BIGINT,
  "lg" VARCHAR,
  "tm" VARCHAR,
  "g" BIGINT,
  "mp" BIGINT,
  "pg_percent" DOUBLE,
  "sg_percent" DOUBLE,
  "sf_percent" DOUBLE,
  "pf_percent" DOUBLE,
  "c_percent" DOUBLE,
  "on_court_plus_minus_per_100_poss" DOUBLE,
  "net_plus_minus_per_100_poss" DOUBLE,
  "bad_pass_turnover" BIGINT,
  "lost_ball_turnover" BIGINT,
  "shooting_foul_committed" BIGINT,
  "offensive_foul_committed" BIGINT,
  "shooting_foul_drawn" BIGINT,
  "offensive_foul_drawn" DOUBLE,
  "points_generated_by_assists" BIGINT,
  "and1" BIGINT,
  "fga_blocked" BIGINT
);

Player Season Info

@kaggle.rodneycarroll78_nba_stats_1980_2024.player_season_info

470.45 kB
31,870 rows
10 columns

CREATE TABLE player_season_info (
  "season" BIGINT,
  "seas_id" BIGINT,
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "pos" VARCHAR,
  "age" DOUBLE,
  "lg" VARCHAR,
  "tm" VARCHAR,
  "experience" BIGINT
);

Player Shooting

@kaggle.rodneycarroll78_nba_stats_1980_2024.player_shooting

775.49 kB
16,785 rows
34 columns

CREATE TABLE player_shooting (
  "seas_id" BIGINT,
  "season" BIGINT,
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "pos" VARCHAR,
  "age" BIGINT,
  "experience" BIGINT,
  "lg" VARCHAR,
  "tm" VARCHAR,
  "g" BIGINT,
  "mp" BIGINT,
  "fg_percent" DOUBLE,
  "avg_dist_fga" DOUBLE,
  "percent_fga_from_x2p_range" DOUBLE,
  "percent_fga_from_x0_3_range" DOUBLE,
  "percent_fga_from_x3_10_range" DOUBLE,
  "percent_fga_from_x10_16_range" DOUBLE,
  "percent_fga_from_x16_3p_range" DOUBLE,
  "percent_fga_from_x3p_range" DOUBLE,
  "fg_percent_from_x2p_range" DOUBLE,
  "fg_percent_from_x0_3_range" DOUBLE,
  "fg_percent_from_x3_10_range" DOUBLE,
  "fg_percent_from_x10_16_range" DOUBLE,
  "fg_percent_from_x16_3p_range" DOUBLE,
  "fg_percent_from_x3p_range" DOUBLE,
  "percent_assisted_x2p_fg" DOUBLE,
  "percent_assisted_x3p_fg" DOUBLE,
  "percent_dunks_of_fga" DOUBLE,
  "num_of_dunks" BIGINT,
  "percent_corner_3s_of_3pa" DOUBLE,
  "corner_3_point_percent" DOUBLE,
  "num_heaves_attempted" BIGINT,
  "num_heaves_made" BIGINT
);

Player Totals

@kaggle.rodneycarroll78_nba_stats_1980_2024.player_totals

1.48 MB
31,870 rows
35 columns

CREATE TABLE player_totals (
  "seas_id" BIGINT,
  "season" BIGINT,
  "player_id" BIGINT,
  "player" VARCHAR,
  "birth_year" DOUBLE,
  "pos" VARCHAR,
  "age" DOUBLE,
  "experience" BIGINT,
  "lg" VARCHAR,
  "tm" VARCHAR,
  "g" BIGINT,
  "gs" DOUBLE,
  "mp" DOUBLE,
  "fg" BIGINT,
  "fga" BIGINT,
  "fg_percent" DOUBLE,
  "x3p" DOUBLE,
  "x3pa" DOUBLE,
  "x3p_percent" DOUBLE,
  "x2p" BIGINT,
  "x2pa" BIGINT,
  "x2p_percent" DOUBLE,
  "e_fg_percent" DOUBLE,
  "ft" BIGINT,
  "fta" BIGINT,
  "ft_percent" DOUBLE,
  "orb" DOUBLE,
  "drb" DOUBLE,
  "trb" DOUBLE,
  "ast" BIGINT,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "pf" BIGINT,
  "pts" BIGINT
);

Team Abbrev

@kaggle.rodneycarroll78_nba_stats_1980_2024.team_abbrev

8.57 kB
1,841 rows
5 columns

CREATE TABLE team_abbrev (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "playoffs" BOOLEAN,
  "abbreviation" VARCHAR
);

Team Stats Per 100 Poss

@kaggle.rodneycarroll78_nba_stats_1980_2024.team_stats_per_100_poss

62.51 kB
1,254 rows
28 columns

CREATE TABLE team_stats_per_100_poss (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "abbreviation" VARCHAR,
  "playoffs" BOOLEAN,
  "g" BIGINT,
  "mp" BIGINT,
  "fg_per_100_poss" DOUBLE,
  "fga_per_100_poss" DOUBLE,
  "fg_percent" DOUBLE,
  "x3p_per_100_poss" DOUBLE,
  "x3pa_per_100_poss" DOUBLE,
  "x3p_percent" DOUBLE,
  "x2p_per_100_poss" DOUBLE,
  "x2pa_per_100_poss" DOUBLE,
  "x2p_percent" DOUBLE,
  "ft_per_100_poss" DOUBLE,
  "fta_per_100_poss" DOUBLE,
  "ft_percent" DOUBLE,
  "orb_per_100_poss" DOUBLE,
  "drb_per_100_poss" DOUBLE,
  "trb_per_100_poss" DOUBLE,
  "ast_per_100_poss" DOUBLE,
  "stl_per_100_poss" DOUBLE,
  "blk_per_100_poss" DOUBLE,
  "tov_per_100_poss" DOUBLE,
  "pf_per_100_poss" DOUBLE,
  "pts_per_100_poss" DOUBLE
);

Team Stats Per Game

@kaggle.rodneycarroll78_nba_stats_1980_2024.team_stats_per_game

82.93 kB
1,845 rows
28 columns

CREATE TABLE team_stats_per_game (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "abbreviation" VARCHAR,
  "playoffs" BOOLEAN,
  "g" DOUBLE,
  "mp_per_game" DOUBLE,
  "fg_per_game" DOUBLE,
  "fga_per_game" DOUBLE,
  "fg_percent" DOUBLE,
  "x3p_per_game" DOUBLE,
  "x3pa_per_game" DOUBLE,
  "x3p_percent" DOUBLE,
  "x2p_per_game" DOUBLE,
  "x2pa_per_game" DOUBLE,
  "x2p_percent" DOUBLE,
  "ft_per_game" DOUBLE,
  "fta_per_game" DOUBLE,
  "ft_percent" DOUBLE,
  "orb_per_game" DOUBLE,
  "drb_per_game" DOUBLE,
  "trb_per_game" DOUBLE,
  "ast_per_game" DOUBLE,
  "stl_per_game" DOUBLE,
  "blk_per_game" DOUBLE,
  "tov_per_game" DOUBLE,
  "pf_per_game" DOUBLE,
  "pts_per_game" DOUBLE
);

Team Summaries

@kaggle.rodneycarroll78_nba_stats_1980_2024.team_summaries

74.87 kB
1,254 rows
29 columns

CREATE TABLE team_summaries (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "abbreviation" VARCHAR,
  "playoffs" BOOLEAN,
  "age" DOUBLE,
  "w" BIGINT,
  "l" BIGINT,
  "pw" BIGINT,
  "pl" BIGINT,
  "mov" DOUBLE,
  "sos" DOUBLE,
  "srs" DOUBLE,
  "o_rtg" DOUBLE,
  "d_rtg" DOUBLE,
  "n_rtg" DOUBLE,
  "pace" DOUBLE,
  "f_tr" DOUBLE,
  "x3p_ar" DOUBLE,
  "ts_percent" DOUBLE,
  "e_fg_percent" DOUBLE,
  "tov_percent" DOUBLE,
  "orb_percent" DOUBLE,
  "ft_fga" DOUBLE,
  "opp_e_fg_percent" DOUBLE,
  "opp_tov_percent" DOUBLE,
  "opp_drb_percent" DOUBLE,
  "opp_ft_fga" DOUBLE,
  "arena" VARCHAR
);

Team Totals

@kaggle.rodneycarroll78_nba_stats_1980_2024.team_totals

139.72 kB
1,845 rows
28 columns

CREATE TABLE team_totals (
  "season" BIGINT,
  "lg" VARCHAR,
  "team" VARCHAR,
  "abbreviation" VARCHAR,
  "playoffs" BOOLEAN,
  "g" DOUBLE,
  "mp" DOUBLE,
  "fg" DOUBLE,
  "fga" DOUBLE,
  "fg_percent" DOUBLE,
  "x3p" DOUBLE,
  "x3pa" DOUBLE,
  "x3p_percent" DOUBLE,
  "x2p" DOUBLE,
  "x2pa" DOUBLE,
  "x2p_percent" DOUBLE,
  "ft" DOUBLE,
  "fta" DOUBLE,
  "ft_percent" DOUBLE,
  "orb" DOUBLE,
  "drb" DOUBLE,
  "trb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "pf" DOUBLE,
  "pts" DOUBLE
);