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

About this Dataset

NBA Players Stats(2023 Season)

**Predicting basketball points for each player is of utmost importance in the world of basketball analytics. It serves as a crucial performance metric that allows coaches, analysts, and fans to assess a player's scoring ability and overall offensive contribution to the team. Understanding players' scoring potential aids in strategic decision-making during games, player selection, and talent scouting.**🏀

Description	Column
The name of the basketball player	PName
The player's position in the game, including 'N/A'	POS
The abbreviation of the team the player is currently playing for this season	Team
The age of the player	Age
The total number of games the player has played in this season	GP
The total number of games won by the player	W
The total number of games lost by the player	L
The total minutes the player has played in this season	Min
The total points made by the player [target]	PTS
The total number of field goals made by the player	FGM
The total number of field goals attempted by the player	FGA
The percentage of successful field goals made by the player	FG%
The total number of 3-point field goals made by the player	3PM
The total number of 3-point field goals attempted by the player	3PA
The percentage of successful 3-point field goals made by the player	3P%
The total number of free throws made by the player	FTM
The total number of free throws attempted by the player	FTA
The percentage of successful free throws made by the player	FT%
The total number of offensive rebounds made by the player	OREB
The total number of defensive rebounds made by the player	DREB
The total number of rebounds (offensive + defensive) made by the player	REB
The total number of assists made by the player	AST
The total number of turnovers made by the player	TOV
The total number of steals made by the player	STL
The total number of blocks made by the player	BLK
The total number of personal fouls made by the player	PF
The total number of NBA fantasy points made by the player	FP
The total number of double-doubles made by the player	DD2
The total number of triple-doubles made by the player	TD3
The total difference between the player's team scoring and the opponents' scoring while the player is in the game	+/-

You can also check out my notebook for more information about the dataset.

Tables

N 2023 Nba Player Stats

@kaggle.amirhosseinmirzaie_nba_players_stats2023_season.n_2023_nba_player_stats

65.66 kB
539 rows
30 columns

CREATE TABLE n_2023_nba_player_stats (
  "pname" VARCHAR,
  "pos" VARCHAR,
  "team" VARCHAR,
  "age" BIGINT,
  "gp" BIGINT,
  "w" BIGINT,
  "l" BIGINT,
  "min" DOUBLE,
  "pts" BIGINT,
  "fgm" BIGINT,
  "fga" BIGINT,
  "fg" DOUBLE  -- FG%,
  "n_3pm" BIGINT  -- 3PM,
  "n_3pa" BIGINT  -- 3PA,
  "n_3p" DOUBLE  -- 3P%,
  "ftm" BIGINT,
  "fta" BIGINT,
  "ft" DOUBLE  -- FT%,
  "oreb" BIGINT,
  "dreb" BIGINT,
  "reb" BIGINT,
  "ast" BIGINT,
  "tov" BIGINT,
  "stl" BIGINT,
  "blk" BIGINT,
  "pf" BIGINT,
  "fp" BIGINT,
  "dd2" BIGINT,
  "td3" BIGINT,
  "n" BIGINT  -- +/-
);