Name: NBA Stats (02/2023)
Creator: Kaggle
License: https://cdla.dev/sharing-1-0/

About this Dataset

NBA Stats (02/2023)

This dataset contains detailed information about NBA players, compiled from publicly available data on the official NBA website. It includes player statistics, biographical data, and performance metrics to support analysis and modeling related to basketball performance, player comparison, or sports analytics.

Features:

Player details: Name, team, position, height, weight, and nationality.
Season performance: Points, rebounds, assists, steals, blocks, and shooting percentages.
Advanced metrics: PER (Player Efficiency Rating), usage rate, win shares, etc.
Historical data: Career stats for players across multiple seasons.

Use Cases:

Statistical analysis of player performance.
Building machine learning models to predict player improvements.
Visualization and storytelling of trends in the NBA.

Sources:

Official NBA website: https://www.nba.com/stats

Tables

Nba Alltime Predicthof

@kaggle.lucaskahanbomfim_nba_stats_022023.nba_alltime_predicthof

799.1 kB
4,784 rows
55 columns

CREATE TABLE nba_alltime_predicthof (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "player_id" BIGINT,
  "player_name" VARCHAR,
  "gp" BIGINT,
  "min" DOUBLE,
  "fgm" BIGINT,
  "fga" BIGINT,
  "fg_pct" DOUBLE,
  "fg3m" DOUBLE,
  "fg3a" DOUBLE,
  "fg3_pct" DOUBLE,
  "ftm" BIGINT,
  "fta" BIGINT,
  "ft_pct" DOUBLE,
  "oreb" DOUBLE,
  "dreb" DOUBLE,
  "reb" DOUBLE,
  "ast" BIGINT,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "pf" BIGINT,
  "pts" BIGINT,
  "ast_tov" DOUBLE,
  "stl_tov" DOUBLE,
  "efg_pct" DOUBLE,
  "ts_pct" DOUBLE,
  "gp_rank" BIGINT,
  "min_rank" BIGINT,
  "fgm_rank" BIGINT,
  "fga_rank" BIGINT,
  "fg_pct_rank" BIGINT,
  "fg3m_rank" BIGINT,
  "fg3a_rank" BIGINT,
  "fg3_pct_rank" BIGINT,
  "ftm_rank" BIGINT,
  "fta_rank" BIGINT,
  "ft_pct_rank" BIGINT,
  "oreb_rank" BIGINT,
  "dreb_rank" BIGINT,
  "reb_rank" BIGINT,
  "ast_rank" BIGINT,
  "stl_rank" BIGINT,
  "blk_rank" BIGINT,
  "tov_rank" BIGINT,
  "pf_rank" BIGINT,
  "pts_rank" BIGINT,
  "ast_tov_rank" BIGINT,
  "stl_tov_rank" BIGINT,
  "efg_pct1" BIGINT,
  "ts_pct1" BIGINT,
  "ppg" DOUBLE,
  "apg" DOUBLE,
  "rpg" DOUBLE,
  "hof" VARCHAR
);

Nba Data

@kaggle.lucaskahanbomfim_nba_stats_022023.nba_data

828.17 kB
4,974 rows
55 columns

CREATE TABLE nba_data (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "player_id" BIGINT,
  "player_name" VARCHAR,
  "gp" BIGINT,
  "min" DOUBLE,
  "fgm" BIGINT,
  "fga" BIGINT,
  "fg_pct" DOUBLE,
  "fg3m" DOUBLE,
  "fg3a" DOUBLE,
  "fg3_pct" DOUBLE,
  "ftm" BIGINT,
  "fta" BIGINT,
  "ft_pct" DOUBLE,
  "oreb" DOUBLE,
  "dreb" DOUBLE,
  "reb" DOUBLE,
  "ast" BIGINT,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "pf" BIGINT,
  "pts" BIGINT,
  "ast_tov" DOUBLE,
  "stl_tov" DOUBLE,
  "efg_pct" DOUBLE,
  "ts_pct" DOUBLE,
  "gp_rank" BIGINT,
  "min_rank" BIGINT,
  "fgm_rank" BIGINT,
  "fga_rank" BIGINT,
  "fg_pct_rank" BIGINT,
  "fg3m_rank" BIGINT,
  "fg3a_rank" BIGINT,
  "fg3_pct_rank" BIGINT,
  "ftm_rank" BIGINT,
  "fta_rank" BIGINT,
  "ft_pct_rank" BIGINT,
  "oreb_rank" BIGINT,
  "dreb_rank" BIGINT,
  "reb_rank" BIGINT,
  "ast_rank" BIGINT,
  "stl_rank" BIGINT,
  "blk_rank" BIGINT,
  "tov_rank" BIGINT,
  "pf_rank" BIGINT,
  "pts_rank" BIGINT,
  "ast_tov_rank" BIGINT,
  "stl_tov_rank" BIGINT,
  "efg_pct1" BIGINT,
  "ts_pct1" BIGINT,
  "ppg" DOUBLE,
  "apg" DOUBLE,
  "rpg" DOUBLE,
  "hof" VARCHAR
);