Name: NBA Players Statistics Seasonal And Match By Match
Creator: Kaggle
License: https://www.apache.org/licenses/

About this Dataset

NBA Players Statistics Seasonal And Match By Match

Why these statistics might be useful?

For example for analysing trends in the history, predicting award winners (MVP, All-NBA Team, DPOY, etc.)

Source of the data is the official NBA website. As said in Terms of Service of NBA's website: this data can't be used for any gambling related tasks, any sponsorship or commercial identification, in connection with any fantasy game or other commercial product or service, etc.

Example of usage:

I've created a simple script to display statistics of MVPs through the years and it's available here.

Tables

Matches Player Stats

@kaggle.marcinmc_nba_players_statistics_seasonal_and_matchbymatch.matches_player_stats

25.02 MB
1,644,751 rows
28 columns

CREATE TABLE matches_player_stats (
  "game_id" BIGINT,
  "team_id" BIGINT,
  "team_abbreviation" VARCHAR,
  "team_city" VARCHAR,
  "player_id" BIGINT,
  "player_name" VARCHAR,
  "min" DOUBLE,
  "fgm" DOUBLE,
  "fga" DOUBLE,
  "fg_pct" DOUBLE,
  "fg3m" DOUBLE,
  "fg3a" DOUBLE,
  "fg3_pct" DOUBLE,
  "ftm" DOUBLE,
  "fta" DOUBLE,
  "ft_pct" DOUBLE,
  "oreb" DOUBLE,
  "dreb" DOUBLE,
  "reb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "to" DOUBLE,
  "pf" DOUBLE,
  "pts" DOUBLE,
  "game_date" TIMESTAMP,
  "season" VARCHAR,
  "match_type" VARCHAR
);

Matches Team Results

@kaggle.marcinmc_nba_players_statistics_seasonal_and_matchbymatch.matches_team_results

3.29 MB
146,042 rows
25 columns

CREATE TABLE matches_team_results (
  "game_id" BIGINT,
  "team_id" BIGINT,
  "team_abbreviation" VARCHAR,
  "pts" DOUBLE,
  "reb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "to" DOUBLE,
  "fgm" DOUBLE,
  "fga" DOUBLE,
  "fg3m" DOUBLE,
  "fg3a" DOUBLE,
  "ftm" DOUBLE,
  "fta" DOUBLE,
  "min" DOUBLE,
  "pf" DOUBLE,
  "oreb" DOUBLE,
  "dreb" DOUBLE,
  "fg_pct" DOUBLE,
  "fg3_pct" DOUBLE,
  "ft_pct" DOUBLE,
  "game_date" TIMESTAMP,
  "season" VARCHAR,
  "match_type" VARCHAR
);

Nba Seasons Dates

@kaggle.marcinmc_nba_players_statistics_seasonal_and_matchbymatch.nba_seasons_dates

12.41 kB
79 rows
9 columns

CREATE TABLE nba_seasons_dates (
  "season" VARCHAR,
  "regular_season_start" TIMESTAMP,
  "regular_season_end" TIMESTAMP,
  "playin_start" TIMESTAMP,
  "playin_end" TIMESTAMP,
  "playoffs_start" TIMESTAMP,
  "playoffs_end" TIMESTAMP,
  "finals_start" TIMESTAMP,
  "finals_end" TIMESTAMP
);

Seasonal Stats With Awards

@kaggle.marcinmc_nba_players_statistics_seasonal_and_matchbymatch.seasonal_stats_with_awards

1.98 MB
41,408 rows
45 columns

CREATE TABLE seasonal_stats_with_awards (
  "season" VARCHAR,
  "match_type" VARCHAR,
  "player_name" VARCHAR,
  "player_id" BIGINT,
  "gp" BIGINT,
  "w" BIGINT,
  "l" BIGINT,
  "min" DOUBLE,
  "pts" DOUBLE,
  "reb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "to" DOUBLE,
  "fgm" DOUBLE,
  "fga" DOUBLE,
  "fg3m" DOUBLE,
  "fg3a" DOUBLE,
  "ftm" DOUBLE,
  "fta" DOUBLE,
  "fgm_2" DOUBLE,
  "fg3m_2" DOUBLE,
  "ftm_2" DOUBLE,
  "dd" BIGINT,
  "td" BIGINT,
  "fp" DOUBLE,
  "pie" DOUBLE,
  "fg_pct" DOUBLE,
  "fg3_pct" DOUBLE,
  "ft_pct" DOUBLE,
  "mvp" BIGINT,
  "roy" BIGINT,
  "dpoy" BIGINT,
  "mip" BIGINT,
  "n_6moy" BIGINT  -- 6MOY,
  "all_nba_team" BIGINT,
  "all_defensive_team" BIGINT,
  "all_rookie_team" BIGINT,
  "all_star" BIGINT,
  "all_star_mvp" BIGINT,
  "finals_mvp" BIGINT,
  "potw" BIGINT,
  "potm" BIGINT,
  "rotm" BIGINT,
  "rookie_season" BOOLEAN
);