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NBA Players Stats(2023 Season)

@kaggle.amirhosseinmirzaie_nba_players_stats2023_season

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NBA Players stats in 2023

**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.

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