NBA Play-by-Play 2019-2020 Season

This dataset is revised based on https://www.kaggle.com/datasets/schmadam97/nba-playbyplay-data-20182019

This dataset offers a comprehensive play-by-play log of NBA games, detailing not only scoring plays but also player movements, fouls, rebounds, and other significant actions within each game.

• GameType: Indicates the type of game, such as regular season or playoffs.
• Date: The date on which the game was played.
• WinningTeam: The abbreviation of the team that won the game.
• Quarter: The quarter in which the play occurred, ranging from 1 to 4 for regular quarters, and additional entries for overtime periods.
• SecLeft: Seconds left in the quarter when the play occurred.
• AwayTeam: The abbreviation of the away team.
• HomeTeam: The abbreviation of the home team.
• Shooter: The player who attempted a field goal, identified by name and player ID.
• ShotType: Describes the type of shot taken (e.g., 2-pt jump shot, 3-pt shot, layup).
• ShotOutcome: The outcome of the shot (make or miss).
• PointsAttempted: The point value of the shot attempted.
• PointsMade: The points scored from the shot if it was successful.
• FreeThrowShooter: The player who attempted a free throw, identified by name and player ID.
• ReboundType: Indicates the type of rebound (offensive, defensive).
• ReboundPlayer: The player who secured the rebound.
• AssistPlayer: The player who assisted on the shot.
• FoulType: Describes the type of foul committed.
• FouledPlayer: The player who was fouled.
• FoulingPlayer: The player who committed the foul.
• SubIn: The player who entered the game as a substitute.
• SubOut: The player who exited the game for a substitute.
• TimeoutTeam: The team that called a timeout.
• EnterGame: Indicates a player entering the game, potentially redundant with SubIn.
• LeaveGame: Indicates a player leaving the game, potentially redundant with SubOut.
• TurnoverPlayer: The player who committed a turnover.
• TurnoverType: The type of turnover committed (e.g., bad pass, travel).
• TurnoverCause: A more detailed cause of the turnover, if applicable.
• TurnoverCauser: The player who caused the turnover, if applicable.
• JumpballAwayPlayer: The away team player involved in a jump ball.
• JumpballHomePlayer: The home team player involved in a jump ball.
• JumpballPoss: The player who gained possession following the jump ball.