cbratkovics/nba-stat-predictor
Tabular Regression • Updated
Datasets:
game_id large_stringlengths 10 10 | game_date timestamp[us]date 2021-10-19 00:00:00 2026-04-12 00:00:00 ⌀ | season large_stringclasses 5
values | player_id int64 2.21k 1.64M | player_name large_stringlengths 7 24 | team large_stringclasses 30
values | opponent large_stringclasses 30
values | home bool 2
classes | minutes float64 0.01 56 ⌀ | pts int64 0 83 ⌀ | reb int64 0 31 ⌀ | ast int64 0 23 ⌀ | fgm int64 0 25 ⌀ | fga int64 0 47 ⌀ | fg3m int64 0 13 ⌀ | fg3a int64 0 23 ⌀ | ftm int64 0 36 ⌀ | fta int64 0 43 ⌀ | oreb int64 0 15 ⌀ | dreb int64 0 23 ⌀ | stl int64 0 8 ⌀ | blk int64 0 10 ⌀ | tov int64 0 12 ⌀ | pf int64 0 6 ⌀ | plus_minus int64 -60 52 ⌀ | source large_stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 200,746 | LaMarcus Aldridge | BKN | MIL | false | 15 | 1 | 3 | 1 | 0 | 2 | 0 | 0 | 1 | 4 | 0 | 3 | 0 | 1 | 1 | 2 | 2 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 200,794 | Paul Millsap | BKN | MIL | false | 5 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 1 | 1 | 0 | -1 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,142 | Kevin Durant | BKN | MIL | false | 30 | 32 | 11 | 4 | 13 | 25 | 3 | 7 | 3 | 6 | 0 | 11 | 0 | 2 | 1 | 2 | -20 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,572 | Brook Lopez | MIL | BKN | true | 28 | 8 | 5 | 0 | 3 | 9 | 2 | 4 | 0 | 0 | 2 | 3 | 1 | 3 | 0 | 3 | 0 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,588 | George Hill | MIL | BKN | true | 23 | 1 | 5 | 3 | 0 | 3 | 0 | 2 | 1 | 2 | 2 | 3 | 0 | 1 | 1 | 5 | -6 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,933 | Blake Griffin | BKN | MIL | false | 22 | 6 | 5 | 0 | 2 | 5 | 0 | 1 | 2 | 2 | 1 | 4 | 1 | 0 | 1 | 1 | -6 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,935 | James Harden | BKN | MIL | false | 30 | 20 | 8 | 8 | 6 | 16 | 4 | 8 | 4 | 4 | 3 | 5 | 1 | 2 | 4 | 3 | -20 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,949 | James Johnson | BKN | MIL | false | 20 | 1 | 0 | 2 | 0 | 2 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 3 | -6 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,950 | Jrue Holiday | MIL | BKN | true | 17 | 12 | 1 | 1 | 5 | 7 | 2 | 4 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 17 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 201,988 | Patty Mills | BKN | MIL | false | 29 | 21 | 2 | 2 | 7 | 11 | 7 | 7 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 1 | 7 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 203,114 | Khris Middleton | MIL | BKN | true | 30 | 20 | 9 | 3 | 8 | 17 | 1 | 4 | 3 | 4 | 0 | 9 | 1 | 0 | 1 | 3 | 20 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 203,507 | Giannis Antetokounmpo | MIL | BKN | true | 30 | 32 | 14 | 7 | 12 | 25 | 1 | 4 | 7 | 9 | 5 | 9 | 1 | 2 | 4 | 4 | 25 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 203,648 | Thanasis Antetokounmpo | MIL | BKN | true | 12 | 6 | 4 | 1 | 2 | 3 | 0 | 0 | 2 | 2 | 1 | 3 | 0 | 1 | 0 | 1 | 8 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 203,925 | Joe Harris | BKN | MIL | false | 30 | 9 | 2 | 2 | 3 | 9 | 3 | 5 | 0 | 0 | 0 | 2 | 0 | 0 | 2 | 1 | 0 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,626,192 | Pat Connaughton | MIL | BKN | true | 29 | 20 | 3 | 2 | 8 | 13 | 4 | 9 | 0 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 0 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,627,761 | DeAndre' Bembry | BKN | MIL | false | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -9 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,628,960 | Grayson Allen | MIL | BKN | true | 27 | 10 | 4 | 6 | 3 | 10 | 3 | 10 | 1 | 1 | 0 | 4 | 2 | 0 | 0 | 0 | 23 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,628,971 | Bruce Brown | BKN | MIL | false | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | -9 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,628,975 | Jevon Carter | BKN | MIL | false | 18 | 0 | 2 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 1 | -29 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,629,620 | Justin Robinson | MIL | BKN | true | 4 | 3 | 0 | 0 | 1 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,629,651 | Nic Claxton | BKN | MIL | false | 24 | 12 | 7 | 0 | 6 | 9 | 0 | 0 | 0 | 3 | 0 | 7 | 0 | 0 | 0 | 3 | -15 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,629,670 | Jordan Nwora | MIL | BKN | true | 26 | 15 | 6 | 1 | 6 | 13 | 3 | 6 | 0 | 0 | 0 | 6 | 1 | 1 | 1 | 3 | 6 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,630,560 | Cam Thomas | BKN | MIL | false | 3 | 2 | 0 | 0 | 0 | 2 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | -9 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,630,572 | Sandro Mamukelashvili | MIL | BKN | true | 7 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 9 | kaggle_v515 |
0022100001 | 2021-10-19T00:00:00 | 2021-22 | 1,630,686 | Georgios Kalaitzakis | MIL | BKN | true | 1 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 2,544 | LeBron James | LAL | GSW | true | 36 | 34 | 11 | 5 | 13 | 23 | 5 | 11 | 3 | 6 | 1 | 10 | 1 | 1 | 4 | 5 | -2 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 2,546 | Carmelo Anthony | LAL | GSW | true | 26 | 9 | 4 | 2 | 3 | 9 | 2 | 4 | 1 | 2 | 0 | 4 | 0 | 0 | 1 | 2 | -5 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 2,730 | Dwight Howard | LAL | GSW | true | 12 | 5 | 6 | 0 | 1 | 2 | 0 | 0 | 3 | 4 | 0 | 6 | 0 | 0 | 2 | 2 | -7 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 2,738 | Andre Iguodala | GSW | LAL | false | 22 | 12 | 1 | 2 | 4 | 7 | 2 | 5 | 2 | 2 | 0 | 1 | 0 | 1 | 0 | 1 | 8 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 200,765 | Rajon Rondo | LAL | GSW | true | 19 | 3 | 0 | 5 | 1 | 4 | 1 | 3 | 0 | 0 | 0 | 0 | 2 | 0 | 3 | 2 | 1 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 201,566 | Russell Westbrook | LAL | GSW | true | 35 | 8 | 5 | 4 | 4 | 13 | 0 | 4 | 0 | 0 | 1 | 4 | 0 | 0 | 4 | 4 | -23 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 201,599 | DeAndre Jordan | LAL | GSW | true | 12 | 2 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 3 | 2 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 201,939 | Stephen Curry | GSW | LAL | false | 36 | 21 | 10 | 10 | 5 | 21 | 2 | 8 | 9 | 9 | 1 | 9 | 3 | 0 | 4 | 1 | 4 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 202,340 | Avery Bradley | LAL | GSW | true | 8 | 6 | 1 | 1 | 2 | 3 | 2 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 1 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 202,357 | Nemanja Bjelica | GSW | LAL | false | 25 | 15 | 11 | 4 | 6 | 7 | 1 | 1 | 2 | 2 | 2 | 9 | 1 | 0 | 1 | 2 | 20 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 203,076 | Anthony Davis | LAL | GSW | true | 38 | 33 | 11 | 2 | 15 | 26 | 1 | 5 | 2 | 7 | 2 | 9 | 1 | 2 | 0 | 0 | -2 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 203,110 | Draymond Green | GSW | LAL | false | 29 | 6 | 8 | 6 | 2 | 5 | 0 | 0 | 2 | 4 | 3 | 5 | 1 | 0 | 5 | 3 | -2 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 203,145 | Kent Bazemore | LAL | GSW | true | 30 | 8 | 2 | 0 | 3 | 9 | 2 | 8 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 4 | 10 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 203,490 | Otto Porter Jr. | GSW | LAL | false | 11 | 5 | 1 | 0 | 1 | 3 | 1 | 2 | 2 | 2 | 0 | 1 | 1 | 0 | 1 | 2 | 1 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 203,952 | Andrew Wiggins | GSW | LAL | false | 25 | 12 | 7 | 1 | 5 | 10 | 2 | 5 | 0 | 0 | 1 | 6 | 1 | 0 | 2 | 3 | -5 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 1,626,172 | Kevon Looney | GSW | LAL | false | 15 | 7 | 4 | 1 | 3 | 5 | 0 | 0 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 0 | -8 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 1,627,814 | Damion Lee | GSW | LAL | false | 29 | 15 | 1 | 2 | 4 | 10 | 1 | 5 | 6 | 6 | 0 | 1 | 0 | 0 | 0 | 3 | 9 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 1,628,370 | Malik Monk | LAL | GSW | true | 18 | 6 | 3 | 1 | 2 | 5 | 2 | 4 | 0 | 0 | 0 | 3 | 2 | 0 | 1 | 1 | -10 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 1,629,308 | Juan Toscano-Anderson | GSW | LAL | false | 12 | 6 | 3 | 1 | 2 | 3 | 1 | 2 | 1 | 2 | 0 | 3 | 0 | 0 | 1 | 1 | 7 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 1,629,673 | Jordan Poole | GSW | LAL | false | 25 | 20 | 2 | 3 | 8 | 18 | 4 | 11 | 0 | 1 | 0 | 2 | 1 | 0 | 2 | 2 | 2 | kaggle_v515 |
0022100002 | 2021-10-19T00:00:00 | 2021-22 | 1,630,541 | Moses Moody | GSW | LAL | false | 5 | 2 | 2 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | -1 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 202,330 | Gordon Hayward | CHA | IND | true | 35 | 27 | 5 | 3 | 10 | 22 | 2 | 4 | 5 | 8 | 0 | 5 | 1 | 0 | 3 | 3 | 12 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 202,397 | Ish Smith | CHA | IND | true | 21 | 14 | 0 | 5 | 7 | 14 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 1 | -1 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 203,087 | Jeremy Lamb | IND | CHA | false | 24 | 3 | 2 | 0 | 1 | 9 | 1 | 6 | 0 | 0 | 0 | 2 | 0 | 2 | 2 | 2 | 5 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 203,200 | Justin Holiday | IND | CHA | false | 25 | 11 | 7 | 4 | 4 | 10 | 1 | 7 | 2 | 2 | 1 | 6 | 0 | 0 | 0 | 3 | 3 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 203,486 | Mason Plumlee | CHA | IND | true | 32 | 8 | 10 | 5 | 4 | 10 | 0 | 0 | 0 | 3 | 4 | 6 | 0 | 1 | 0 | 3 | 4 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 204,456 | T.J. McConnell | IND | CHA | false | 24 | 6 | 3 | 7 | 3 | 7 | 0 | 2 | 0 | 0 | 0 | 3 | 1 | 2 | 1 | 1 | -8 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,626,162 | Kelly Oubre Jr. | CHA | IND | true | 34 | 14 | 3 | 1 | 5 | 17 | 2 | 9 | 2 | 2 | 0 | 3 | 0 | 0 | 0 | 4 | 1 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,626,167 | Myles Turner | IND | CHA | false | 25 | 9 | 7 | 1 | 3 | 6 | 1 | 3 | 2 | 4 | 1 | 6 | 0 | 4 | 4 | 4 | -8 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,627,734 | Domantas Sabonis | IND | CHA | false | 39 | 33 | 15 | 2 | 13 | 19 | 4 | 6 | 3 | 4 | 3 | 12 | 0 | 0 | 6 | 4 | -1 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,627,763 | Malcolm Brogdon | IND | CHA | false | 40 | 28 | 4 | 11 | 8 | 20 | 3 | 10 | 9 | 9 | 0 | 4 | 0 | 1 | 1 | 2 | 0 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,628,470 | Torrey Craig | IND | CHA | false | 27 | 5 | 8 | 3 | 1 | 4 | 1 | 4 | 2 | 2 | 3 | 5 | 0 | 1 | 1 | 4 | -3 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,628,970 | Miles Bridges | CHA | IND | true | 32 | 13 | 8 | 4 | 4 | 8 | 1 | 4 | 4 | 4 | 1 | 7 | 3 | 1 | 3 | 4 | 15 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,628,998 | Cody Martin | CHA | IND | true | 23 | 10 | 6 | 0 | 4 | 5 | 0 | 1 | 2 | 2 | 2 | 4 | 1 | 1 | 0 | 1 | -6 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,629,023 | P.J. Washington | CHA | IND | true | 19 | 5 | 5 | 3 | 1 | 7 | 1 | 3 | 2 | 2 | 3 | 2 | 0 | 1 | 0 | 1 | -10 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,629,667 | Jalen McDaniels | CHA | IND | true | 10 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 2 | 0 | 0 | 1 | 0 | 0 | 1 | -10 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,630,163 | LaMelo Ball | CHA | IND | true | 28 | 31 | 9 | 7 | 11 | 23 | 7 | 9 | 2 | 2 | 2 | 7 | 2 | 0 | 2 | 3 | 0 | kaggle_v515 |
0022100003 | 2021-10-20T00:00:00 | 2021-22 | 1,630,537 | Chris Duarte | IND | CHA | false | 32 | 27 | 5 | 1 | 9 | 15 | 6 | 9 | 3 | 3 | 0 | 5 | 1 | 0 | 1 | 4 | 7 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 201,942 | DeMar DeRozan | CHI | DET | false | 37 | 17 | 7 | 2 | 8 | 17 | 1 | 1 | 0 | 2 | 0 | 7 | 3 | 0 | 2 | 2 | 5 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 202,696 | Nikola Vucevic | CHI | DET | false | 35 | 15 | 15 | 4 | 7 | 21 | 1 | 4 | 0 | 0 | 5 | 10 | 0 | 0 | 3 | 1 | 13 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 202,709 | Cory Joseph | DET | CHI | true | 27 | 3 | 3 | 2 | 1 | 6 | 1 | 4 | 0 | 0 | 2 | 1 | 2 | 1 | 1 | 0 | 5 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 203,482 | Kelly Olynyk | DET | CHI | true | 22 | 10 | 4 | 3 | 5 | 10 | 0 | 4 | 0 | 1 | 0 | 4 | 1 | 0 | 2 | 0 | 1 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 203,897 | Zach LaVine | CHI | DET | false | 35 | 34 | 7 | 4 | 11 | 17 | 1 | 5 | 11 | 11 | 0 | 7 | 1 | 1 | 2 | 2 | 8 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 203,924 | Jerami Grant | DET | CHI | true | 32 | 24 | 6 | 2 | 8 | 20 | 3 | 5 | 5 | 5 | 3 | 3 | 1 | 1 | 1 | 3 | -10 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,626,168 | Trey Lyles | DET | CHI | true | 16 | 4 | 6 | 1 | 2 | 4 | 0 | 1 | 0 | 0 | 0 | 6 | 2 | 0 | 2 | 0 | 0 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,627,936 | Alex Caruso | CHI | DET | false | 27 | 3 | 3 | 3 | 1 | 5 | 1 | 3 | 0 | 0 | 0 | 3 | 4 | 2 | 2 | 5 | -11 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,628,366 | Lonzo Ball | CHI | DET | false | 33 | 12 | 6 | 4 | 5 | 12 | 2 | 6 | 0 | 0 | 3 | 3 | 0 | 1 | 4 | 0 | 17 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,628,367 | Josh Jackson | DET | CHI | true | 18 | 7 | 4 | 2 | 3 | 7 | 1 | 3 | 0 | 1 | 1 | 3 | 0 | 1 | 3 | 2 | 3 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,628,402 | Frank Jackson | DET | CHI | true | 28 | 7 | 2 | 0 | 3 | 8 | 1 | 5 | 0 | 0 | 0 | 2 | 0 | 0 | 2 | 4 | -13 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,628,972 | Troy Brown Jr. | CHI | DET | false | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | -6 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,628,977 | Hamidou Diallo | DET | CHI | true | 15 | 8 | 0 | 1 | 2 | 5 | 0 | 1 | 4 | 4 | 0 | 0 | 1 | 1 | 0 | 1 | 8 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,628,993 | Alize Johnson | CHI | DET | false | 11 | 0 | 4 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 2 | 3 | -7 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,629,750 | Javonte Green | CHI | DET | false | 14 | 0 | 3 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | -8 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,630,165 | Killian Hayes | DET | CHI | true | 20 | 0 | 5 | 2 | 0 | 6 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 2 | 1 | -11 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,630,172 | Patrick Williams | CHI | DET | false | 28 | 6 | 1 | 0 | 2 | 3 | 0 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 1 | 2 | 12 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,630,180 | Saddiq Bey | DET | CHI | true | 32 | 13 | 9 | 4 | 6 | 15 | 0 | 4 | 1 | 2 | 2 | 7 | 0 | 0 | 1 | 4 | -6 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,630,191 | Isaiah Stewart | DET | CHI | true | 25 | 12 | 8 | 0 | 6 | 9 | 0 | 1 | 0 | 0 | 2 | 6 | 0 | 1 | 2 | 1 | -7 | kaggle_v515 |
0022100004 | 2021-10-20T00:00:00 | 2021-22 | 1,630,245 | Ayo Dosunmu | CHI | DET | false | 11 | 7 | 2 | 0 | 3 | 8 | 1 | 3 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 1 | 7 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 201,565 | Derrick Rose | NYK | BOS | true | 22 | 9 | 4 | 5 | 3 | 11 | 1 | 3 | 2 | 2 | 0 | 4 | 2 | 1 | 2 | 0 | 7 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 202,689 | Kemba Walker | NYK | BOS | true | 35 | 10 | 8 | 3 | 3 | 8 | 3 | 4 | 1 | 2 | 0 | 8 | 1 | 0 | 4 | 4 | -1 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 202,692 | Alec Burks | NYK | BOS | true | 16 | 5 | 1 | 1 | 2 | 5 | 1 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | -5 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 203,095 | Evan Fournier | NYK | BOS | true | 44 | 32 | 6 | 3 | 13 | 25 | 6 | 13 | 0 | 0 | 0 | 6 | 4 | 1 | 1 | 4 | 11 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 203,471 | Dennis Schroder | BOS | NYK | false | 32 | 12 | 3 | 8 | 5 | 16 | 1 | 4 | 1 | 2 | 2 | 1 | 2 | 0 | 2 | 3 | -16 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 203,935 | Marcus Smart | BOS | NYK | false | 45 | 15 | 8 | 6 | 5 | 14 | 5 | 11 | 0 | 0 | 0 | 8 | 2 | 0 | 4 | 3 | 1 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 203,944 | Julius Randle | NYK | BOS | true | 45 | 35 | 8 | 9 | 12 | 27 | 3 | 8 | 8 | 8 | 0 | 8 | 0 | 3 | 7 | 4 | 10 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,627,759 | Jaylen Brown | BOS | NYK | false | 45 | 46 | 9 | 6 | 16 | 30 | 8 | 14 | 6 | 8 | 0 | 9 | 3 | 1 | 4 | 5 | 16 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,628,369 | Jayson Tatum | BOS | NYK | false | 44 | 20 | 11 | 4 | 7 | 30 | 2 | 15 | 4 | 5 | 4 | 7 | 1 | 1 | 3 | 2 | -3 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,629,011 | Mitchell Robinson | NYK | BOS | true | 34 | 11 | 17 | 3 | 5 | 5 | 0 | 0 | 1 | 4 | 5 | 12 | 0 | 2 | 1 | 2 | 3 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,629,057 | Robert Williams III | BOS | NYK | false | 44 | 16 | 10 | 3 | 5 | 5 | 0 | 0 | 6 | 8 | 3 | 7 | 3 | 5 | 0 | 1 | 11 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,629,628 | RJ Barrett | NYK | BOS | true | 47 | 19 | 5 | 2 | 6 | 11 | 3 | 7 | 4 | 6 | 0 | 5 | 0 | 2 | 0 | 5 | 8 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,629,641 | Romeo Langford | BOS | NYK | false | 22 | 10 | 3 | 0 | 4 | 6 | 2 | 3 | 0 | 0 | 2 | 1 | 1 | 0 | 3 | 2 | -14 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,629,684 | Grant Williams | BOS | NYK | false | 31 | 15 | 5 | 4 | 6 | 9 | 3 | 5 | 0 | 0 | 0 | 5 | 1 | 1 | 2 | 5 | -5 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,630,167 | Obi Toppin | NYK | BOS | true | 28 | 14 | 5 | 0 | 6 | 9 | 0 | 3 | 2 | 3 | 2 | 3 | 0 | 1 | 1 | 1 | 4 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,630,174 | Aaron Nesmith | BOS | NYK | false | 11 | 0 | 2 | 1 | 0 | 4 | 0 | 3 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | -14 | kaggle_v515 |
0022100005 | 2021-10-20T00:00:00 | 2021-22 | 1,630,193 | Immanuel Quickley | NYK | BOS | true | 8 | 2 | 0 | 1 | 1 | 4 | 0 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | -8 | kaggle_v515 |
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NBA Player Game Logs
One row per player per regular-season game, 2021-22 through 2025-26, in a canonical schema used by cbratkovics/nba-ai-ml for point-in-time feature engineering and batch prediction of points, rebounds, and assists.
Provenance
- Historical backfill: Eoin Moore, NBA Dataset: Box Scores and Stats (1947–Today),
Kaggle, version 515, CC0 1.0. Only
PlayerStatistics.csvandTeamHistories.csvare used. - Daily updates (from the 2026-27 season):
nba_apiagainst stats.nba.com. - The
sourcecolumn records which pipeline produced each row.
Both sources are derived from NBA.com. This dataset is published for non-commercial, personal portfolio use; the CC0 label covers the upstream Kaggle packaging, not the NBA's underlying terms.
Schema
One row per (player_id, game_id). Columns: game_id, game_date, season,
player_id, player_name, team, opponent, home, minutes, pts, reb, ast,
fgm, fga, fg3m, fg3a, ftm, fta, oreb, dreb, stl, blk, tov, pf,
plus_minus, source. Team columns are abbreviations. Regular season only.
Files
game_logs/game_logs_YYYY-YY.parquet, one per season.
| Season | Rows | Games | First game | Last game |
|---|---|---|---|---|
| 2021-22 | 25,826 | 1,230 | 2021-10-19 | 2022-04-10 |
| 2022-23 | 25,687 | 1,230 | 2022-10-18 | 2023-04-09 |
| 2023-24 | 26,095 | 1,230 | 2023-10-24 | 2024-04-14 |
| 2024-25 | 26,158 | 1,223 | 2024-10-22 | 2025-04-13 |
| 2025-26 | 26,648 | 1,230 | 2025-10-21 | 2026-04-12 |
Known limitations
- Playoffs, play-in, preseason, and All-Star games are excluded. NBA Cup (in-season tournament) group and knockout games are included and the Cup final is excluded, matching official regular-season accounting.
- Rows for players who did not play (DNP) are dropped: 29,585 rows (2021-22: 5,495; 2022-23: 5,855; 2023-24: 6,290; 2024-25: 6,334; 2025-26: 5,611). A row counts as DNP when minutes are missing or 0, or when the box-score comment is populated.
- Games missing from the dump: 7 regular-season games were postponed and never re-captured upstream, so their box scores are absent here; they will be backfilled from nba_api. 2024-25: 0022400524 (2025-01-09, LAL vs CHA), 0022400532 (2025-01-11, ATL vs HOU), 0022400537 (2025-01-11, LAL vs SAN), 0022400538 (2025-01-11, LAC vs CHA), 0022400617 (2025-01-22, NOP vs MIL), 0022400627 (2025-01-23, UTA vs WAS), 0022400988 (2025-03-17, SAN vs ORL).
- Team abbreviations follow
TeamHistories.csvfor the season in which the game was played.
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