Name: NBA - Player Stats - Season 24/25
Creator: Kaggle
License: https://opensource.org/licenses/MIT

About this Dataset

NBA - Player Stats - Season 24/25

NBA Player Game Stats - 2024/2025 Season

This dataset provides comprehensive performance statistics for NBA players throughout the 2024/2025 season. It includes both advanced and traditional stats, making it ideal for player performance analysis, efficiency assessments, and exploring game patterns and trends. Data was collected from reliable sources, ensuring quality and consistency across each record.

Column Descriptions

Player: Name of the player.
Tm: Abbreviation of the player's team.
Opp: Abbreviation of the opposing team.
Res: Result of the game for the player's team.
MP: Minutes played, represented as a float (e.g., 23.5 = 23 minutes and 30 seconds).
FG: Field goals made.
FGA: Field goal attempts.
FG%: Field goal percentage.
3P: 3-point field goals made.
3PA: 3-point field goal attempts.
3P%: 3-point shooting percentage.
FT: Free throws made.
FTA: Free throw attempts.
FT%: Free throw percentage.
ORB: Offensive rebounds.
DRB: Defensive rebounds.
TRB: Total rebounds.
AST: Assists.
STL: Steals.
BLK: Blocks.
TOV: Turnovers.
PF: Personal fouls.
PTS: Total points scored.
GmSc: Game Score, a metric summarizing player performance for the game.
Data: Date of the game in YYYY-MM-DD format.

Usage Examples

This dataset is perfectly suited for:

Statistical analysis: Gain insights into player and team performance trends.
Machine learning projects: Build predictive models using detailed player stats.
Performance prediction: Forecast player outcomes or team results.
Player comparisons: Analyze players across various metrics and categories.
Efficiency analysis: Evaluate player and team efficiency, comparing statistics across games.
Game trend exploration: Investigate patterns within the season, identifying shifts in strategies and performance.

Tables

Database 24–25

@kaggle.eduardopalmieri_nba_player_stats_season_2425.database_24_25

238.49 kB
12,487 rows
25 columns

CREATE TABLE database_24_25 (
  "player" VARCHAR,
  "tm" VARCHAR,
  "opp" VARCHAR,
  "res" VARCHAR,
  "mp" DOUBLE,
  "fg" BIGINT,
  "fga" BIGINT,
  "fg_51ab2d" DOUBLE  -- FG%,
  "n_3p" BIGINT  -- 3P,
  "n_3pa" BIGINT  -- 3PA,
  "n_3p_d87a85" DOUBLE  -- 3P%,
  "ft" BIGINT,
  "fta" BIGINT,
  "ft_ba25d5" DOUBLE  -- FT%,
  "orb" BIGINT,
  "drb" BIGINT,
  "trb" BIGINT,
  "ast" BIGINT,
  "stl" BIGINT,
  "blk" BIGINT,
  "tov" BIGINT,
  "pf" BIGINT,
  "pts" BIGINT,
  "gmsc" DOUBLE,
  "data" TIMESTAMP
);