Baselight

NBA Player Data From 2003 To 2022

ALL IN ONE! Data containing player stats, team stats and MVP voting stats.

@kaggle.dhruvsuryavanshi_nba_player_data_from_2003_to_2022

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About this Dataset

NBA Player Data From 2003 To 2022

Source : basketballreference.com

Hi there,

This is my first time uploading a dataset to Kaggle so please bear with the inaccuracies if any. Feel free to connect with me on LinkedIn.

Metadata :

  1. Player : Player's name
  2. Pos : Player's position (PG, SG, SF, PF, C)
  3. Age : Player's age
  4. Tm : Player's Team(s) Short Form
  5. G : Number of games played
  6. GS : Number of games started
  7. MP : Number of minutes played
  8. FG : Average field goals made
  9. FGA : Average field goals attempted
  10. FG% : Average field goals percentage {(FG/FGA)*100}
  11. 3P : Average 3 pointers made
  12. 3PA : Average 3 pointers attempted
  13. 3P% : Average 3 pointers percentage {(3P/3PA)*100}
  14. 2P : Average 2 pointers made
  15. 2PA : Average 2 pointers attempted
  16. 2P% : Average 2 pointers percentage {(2P/2PA)*100}
  17. eFG% : Effective field goal percentage
  18. FT : Average free throws made
  19. FTA : Average free throws attempted
  20. FT% : Average free throw percentage {(FT/FTA)*100}
  21. ORB : Average offensive rebounds per game
  22. DRB : Average defensive rebounds per game
  23. TRB : Average total rebounds per game
  24. AST : Average assists per game
  25. STL : Average steals per game
  26. BLK : Average blocks per game
  27. TOV : Average turnovers per game
  28. PF : Average personal fouls per game
  29. PTS : Average points per game
  30. Year : Year
  31. Pts Won : Points won by the player to win the MVP award
  32. Pts Max : Maximum points a player could get that season
  33. Share : Share of total points a player received that season {Pts Won / Pts Max} (Response Variable)
  34. Team : Player's Team(s) Long Form
  35. W : Team's wins that season
  36. L : Team's losses that season
  37. W/L% : Team's win/loss percentage that season
  38. GB : Games behind
  39. PS/G : Average points, the team scored, per game
  40. PA/G : Average points, the team let opponent score, per game
  41. PS/G : Average points, the team scored per game
  42. SRS : Simple rating system

Tables

Player Data 03–22

@kaggle.dhruvsuryavanshi_nba_player_data_from_2003_to_2022.player_data_03_22
  • 394.91 KB
  • 9660 rows
  • 42 columns
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CREATE TABLE player_data_03_22 (
  "n_0" BIGINT,
  "player" VARCHAR,
  "pos" VARCHAR,
  "age" BIGINT,
  "tm" VARCHAR,
  "g" 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,
  "year" BIGINT,
  "pts_won" BIGINT,
  "pts_max" BIGINT,
  "share" DOUBLE,
  "team" VARCHAR,
  "w" BIGINT,
  "l" BIGINT,
  "w_l" DOUBLE,
  "gb" DOUBLE,
  "ps_g" DOUBLE,
  "pa_g" DOUBLE,
  "srs" DOUBLE
);

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