Dataset: NBA STATS Dataset For Last 10 Years

About this Dataset

NBA STATS Dataset For Last 10 Years

I scrapped this data from the official NBA website. I wanted to practice data visualization, EDA and correlation in data. I have attached my notebook along with the dataset for further reference.

Tables

Nba

@kaggle.shivamkumar121215_nba_stats_dataset_for_last_10_years.nba

381.01 KB
8835 rows
30 columns


CREATE TABLE nba (
  "year" VARCHAR,
  "season_type" VARCHAR,
  "player_id" BIGINT,
  "rank" BIGINT,
  "player" VARCHAR,
  "team_id" BIGINT,
  "team" VARCHAR,
  "gp" BIGINT,
  "min" BIGINT,
  "fgm" BIGINT,
  "fga" BIGINT,
  "fg_pct" DOUBLE,
  "fg3m" BIGINT,
  "fg3a" BIGINT,
  "fg3_pct" DOUBLE,
  "ftm" BIGINT,
  "fta" BIGINT,
  "ft_pct" DOUBLE,
  "oreb" BIGINT,
  "dreb" BIGINT,
  "reb" BIGINT,
  "ast" BIGINT,
  "stl" BIGINT,
  "blk" BIGINT,
  "tov" BIGINT,
  "pf" BIGINT,
  "pts" BIGINT,
  "eff" BIGINT,
  "ast_tov" DOUBLE,
  "stl_tov" DOUBLE
);

Playoffs

@kaggle.shivamkumar121215_nba_stats_dataset_for_last_10_years.playoffs

144.86 KB
2576 rows
31 columns


CREATE TABLE playoffs (
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "year" VARCHAR,
  "season_type" VARCHAR,
  "player_id" BIGINT,
  "rank" BIGINT,
  "player" VARCHAR,
  "team_id" BIGINT,
  "team" VARCHAR,
  "gp" BIGINT,
  "min" BIGINT,
  "fgm" BIGINT,
  "fga" BIGINT,
  "fg_pct" DOUBLE,
  "fg3m" BIGINT,
  "fg3a" BIGINT,
  "fg3_pct" DOUBLE,
  "ftm" BIGINT,
  "fta" BIGINT,
  "ft_pct" DOUBLE,
  "oreb" BIGINT,
  "dreb" BIGINT,
  "reb" BIGINT,
  "ast" BIGINT,
  "stl" BIGINT,
  "blk" BIGINT,
  "tov" BIGINT,
  "pf" BIGINT,
  "pts" BIGINT,
  "ast_tov" DOUBLE,
  "stl_tov" DOUBLE
);

Regular Season

@kaggle.shivamkumar121215_nba_stats_dataset_for_last_10_years.regular_season

357.24 KB
6259 rows
31 columns


CREATE TABLE regular_season (
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "year" VARCHAR,
  "season_type" VARCHAR,
  "player_id" BIGINT,
  "rank" BIGINT,
  "player" VARCHAR,
  "team_id" BIGINT,
  "team" VARCHAR,
  "gp" BIGINT,
  "min" BIGINT,
  "fgm" BIGINT,
  "fga" BIGINT,
  "fg_pct" DOUBLE,
  "fg3m" BIGINT,
  "fg3a" BIGINT,
  "fg3_pct" DOUBLE,
  "ftm" BIGINT,
  "fta" BIGINT,
  "ft_pct" DOUBLE,
  "oreb" BIGINT,
  "dreb" BIGINT,
  "reb" BIGINT,
  "ast" BIGINT,
  "stl" BIGINT,
  "blk" BIGINT,
  "tov" BIGINT,
  "pf" BIGINT,
  "pts" BIGINT,
  "ast_tov" DOUBLE,
  "stl_tov" DOUBLE
);