Dataset: NBA Per Game And Advanced Stats (2022-23 Season)

About this Dataset

NBA Per Game And Advanced Stats (2022-23 Season)

This dataset provides comprehensive player per-game and advanced statistics for the NBA's 2022-23 season. The dataset is curated, cleaned, and structured to facilitate in-depth analysis of player performance for basketball enthusiasts, analysts, and data scientists.

Key Features:

Player Information: Player name, team(s) played for during the season.
Game Statistics: A rich set of statistics per game, including points scored (PPG), assists (APG), rebounds (RPG), steals (SPG), blocks (BPG), and much more.
Shooting Efficiency: Metrics like field goal percentage (FG%), three-point percentage (3P%), two-point percentage (2P%), and free throw percentage (FT%) for assessing scoring efficiency.
Advanced Statistics: Metrics like value over replacement player (VORP), win shares (WS), assist percentage (AST%) and much more.

Tables

Nba 2022–23 All Stats

@kaggle.jamiewelsh2_nba_per_game_player_statistics_2022_2023_season.nba_2022_23_all_stats

96.94 KB
539 rows
51 columns


CREATE TABLE nba_2022_23_all_stats (
  "unnamed_0" BIGINT,
  "player_name" VARCHAR,
  "position" VARCHAR,
  "age" BIGINT,
  "team" VARCHAR,
  "gp" BIGINT,
  "gs" BIGINT,
  "mp" DOUBLE,
  "fg" DOUBLE,
  "fga" DOUBLE,
  "fg_51ab2d" DOUBLE,
  "n_3p" DOUBLE,
  "n_3pa" DOUBLE,
  "n_3p_d87a85" DOUBLE,
  "n_2p" DOUBLE,
  "n_2pa" DOUBLE,
  "n_2p_c8658d" DOUBLE,
  "efg" DOUBLE,
  "ft" DOUBLE,
  "fta" DOUBLE,
  "ft_ba25d5" DOUBLE,
  "orb" DOUBLE,
  "drb" DOUBLE,
  "trb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "pf" DOUBLE,
  "pts" DOUBLE,
  "total_minutes" BIGINT,
  "per" DOUBLE,
  "ts" DOUBLE,
  "n_3par" DOUBLE,
  "ftr" DOUBLE,
  "orb_6d1d9b" DOUBLE,
  "drb_f91726" DOUBLE,
  "trb_08d3e9" DOUBLE,
  "ast_d11618" DOUBLE,
  "stl_d4de98" DOUBLE,
  "blk_d028d3" DOUBLE,
  "tov_8a121e" DOUBLE,
  "usg" DOUBLE,
  "ows" DOUBLE,
  "dws" DOUBLE,
  "ws" DOUBLE,
  "ws_48" DOUBLE,
  "obpm" DOUBLE,
  "dbpm" DOUBLE,
  "bpm" DOUBLE,
  "vorp" DOUBLE
);

Nba Per Game Processed

@kaggle.jamiewelsh2_nba_per_game_player_statistics_2022_2023_season.nba_per_game_processed

61.85 KB
539 rows
31 columns


CREATE TABLE nba_per_game_processed (
  "index" BIGINT,
  "player_name" VARCHAR,
  "position" VARCHAR,
  "age" BIGINT,
  "team" VARCHAR,
  "gp" BIGINT,
  "gs" BIGINT,
  "mp" DOUBLE,
  "fg" DOUBLE,
  "fga" DOUBLE,
  "fg_51ab2d" DOUBLE,
  "n_3p" DOUBLE,
  "n_3pa" DOUBLE,
  "n_3p_d87a85" DOUBLE,
  "n_2p" DOUBLE,
  "n_2pa" DOUBLE,
  "n_2p_c8658d" DOUBLE,
  "efg" DOUBLE,
  "ft" DOUBLE,
  "fta" DOUBLE,
  "ft_ba25d5" DOUBLE,
  "orb" DOUBLE,
  "drb" DOUBLE,
  "trb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "pf" DOUBLE,
  "pts" DOUBLE,
  "player_additional" VARCHAR
);