Datasets:
season int64 2.02k 2.03k ⌀ | game_id int64 401M 402M ⌀ | period float32 1 6 ⌀ | poss_index int64 1 225 ⌀ | offense_team_id int64 2 112k ⌀ | defense_team_id int64 2 112k ⌀ | offense_is_home bool 2
classes | game_date timestamp[ms]date 2021-11-09 00:00:00 2025-04-07 00:00:00 ⌀ | month int16 1 12 ⌀ | duration_s int64 0 1.2k ⌀ | censored bool 2
classes | terminal_event large_stringclasses 8
values | start_reason large_stringclasses 7
values | prev_end large_stringclasses 6
values | secs_bucket large_stringclasses 5
values | score_bucket large_stringclasses 5
values | pit_cell large_stringclasses 27
values | chance_number_at_start float32 1 1 ⌀ | days_since_start float32 0 154 ⌀ | def_rating_def_c float32 -23.65 21.6 ⌀ | def_rating_off_c float32 -26.3 24.2 ⌀ | def_tempo_rel float32 0.87 1.1 ⌀ | in_bonus float32 0 1 ⌀ | is_ot float32 0 1 ⌀ | off_rating_def_c float32 -23.65 21.6 ⌀ | off_rating_off_c float32 -26.3 24.2 ⌀ | off_tempo_rel float32 0.87 1.1 ⌀ | prev_end_DREB float32 0 1 ⌀ | prev_end_TOV float32 0 1 ⌀ | prev_end_made_FG float32 0 1 ⌀ | prev_end_made_FT float32 0 1 ⌀ | prev_end_other float32 0 1 ⌀ | score_diff float32 -76 76 ⌀ | season_idx float32 0 3 ⌀ | seconds_remaining float32 0 1.2k ⌀ | site_away float32 0 1 ⌀ | site_home float32 0 1 ⌀ | tempo_prior_game float32 54.1 80.6 ⌀ | x_score_diff__seconds_remaining float32 -47.63 46.3 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,022 | 401,371,246 | 1 | 1 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 3 | false | FGA_rim | period_start | period_start | 600+ | -5..5 | period_start | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1,200 | 0 | 1 | 68.663216 | 0 |
2,022 | 401,371,246 | 1 | 2 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 20 | false | TOV | made_FG | made_FG | 600+ | -5..5 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -2 | 0 | 1,197 | 1 | 0 | 68.663216 | -1.995 |
2,022 | 401,371,246 | 1 | 3 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 17 | false | FGA_rim | TOV | TOV | 600+ | -5..5 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 1,177 | 0 | 1 | 68.663216 | 1.961667 |
2,022 | 401,371,246 | 1 | 4 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 21 | false | FGA_rim | made_FG | made_FG | 600+ | -5..5 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -4 | 0 | 1,160 | 1 | 0 | 68.663216 | -3.866667 |
2,022 | 401,371,246 | 1 | 5 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 8 | false | FGA_rim | DREB | DREB | 600+ | -5..5 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 4 | 0 | 1,139 | 0 | 1 | 68.663216 | 3.796667 |
2,022 | 401,371,246 | 1 | 6 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 12 | false | TOV | DREB | DREB | 600+ | -5..5 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -4 | 0 | 1,131 | 1 | 0 | 68.663216 | -3.77 |
2,022 | 401,371,246 | 1 | 7 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 31 | false | FGA_rim | TOV | TOV | 600+ | -5..5 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 4 | 0 | 1,119 | 0 | 1 | 68.663216 | 3.73 |
2,022 | 401,371,246 | 1 | 8 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 14 | false | TOV | made_FG | made_FG | 600+ | -15..-6 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -6 | 0 | 1,088 | 1 | 0 | 68.663216 | -5.44 |
2,022 | 401,371,246 | 1 | 9 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 4 | false | TOV | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 6 | 0 | 1,074 | 0 | 1 | 68.663216 | 5.37 |
2,022 | 401,371,246 | 1 | 10 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 12 | false | FGA_jump2 | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -6 | 0 | 1,070 | 1 | 0 | 68.663216 | -5.35 |
2,022 | 401,371,246 | 1 | 11 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 8 | false | FGA_3 | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 6 | 0 | 1,058 | 0 | 1 | 68.663216 | 5.29 |
2,022 | 401,371,246 | 1 | 12 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 26 | false | TOV | DREB | DREB | 600+ | -15..-6 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -6 | 0 | 1,050 | 1 | 0 | 68.663216 | -5.25 |
2,022 | 401,371,246 | 1 | 13 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 21 | false | FGA_3 | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 6 | 0 | 1,024 | 0 | 1 | 68.663216 | 5.12 |
2,022 | 401,371,246 | 1 | 14 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 9 | false | FGA_3 | DREB | DREB | 600+ | -15..-6 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -6 | 0 | 1,003 | 1 | 0 | 68.663216 | -5.015 |
2,022 | 401,371,246 | 1 | 15 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 37 | false | TOV | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 6 | 0 | 994 | 0 | 1 | 68.663216 | 4.97 |
2,022 | 401,371,246 | 1 | 16 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 7 | false | FT_trip_shooting | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -6 | 0 | 957 | 1 | 0 | 68.663216 | -4.785 |
2,022 | 401,371,246 | 1 | 17 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 13 | false | FGA_3 | made_FT | made_FT | 600+ | -5..5 | made_FT | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 5 | 0 | 950 | 0 | 1 | 68.663216 | 3.958333 |
2,022 | 401,371,246 | 1 | 18 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 11 | false | TOV | made_FG | made_FG | 600+ | -15..-6 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -8 | 0 | 937 | 1 | 0 | 68.663216 | -6.246666 |
2,022 | 401,371,246 | 1 | 19 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 10 | false | TOV | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 8 | 0 | 926 | 0 | 1 | 68.663216 | 6.173333 |
2,022 | 401,371,246 | 1 | 20 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 23 | false | FGA_rim | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -8 | 0 | 916 | 1 | 0 | 68.663216 | -6.106667 |
2,022 | 401,371,246 | 1 | 21 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 11 | false | FGA_rim | made_FG | made_FG | 600+ | 6..15 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 6 | 0 | 893 | 0 | 1 | 68.663216 | 4.465 |
2,022 | 401,371,246 | 1 | 22 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 10 | false | TOV | made_FG | made_FG | 600+ | -15..-6 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -9 | 0 | 882 | 1 | 0 | 68.663216 | -6.615 |
2,022 | 401,371,246 | 1 | 23 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 16 | false | TOV | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 9 | 0 | 872 | 0 | 1 | 68.663216 | 6.54 |
2,022 | 401,371,246 | 1 | 24 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 28 | false | TOV | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -9 | 0 | 856 | 1 | 0 | 68.663216 | -6.42 |
2,022 | 401,371,246 | 1 | 25 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 7 | false | FGA_jump2 | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 9 | 0 | 828 | 0 | 1 | 68.663216 | 6.21 |
2,022 | 401,371,246 | 1 | 26 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 8 | false | TOV | DREB | DREB | 600+ | -15..-6 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -9 | 0 | 821 | 1 | 0 | 68.663216 | -6.1575 |
2,022 | 401,371,246 | 1 | 27 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 37 | false | FT_trip_bonus | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 9 | 0 | 813 | 0 | 1 | 68.663216 | 6.0975 |
2,022 | 401,371,246 | 1 | 28 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 15 | false | FGA_3 | DREB | DREB | 600+ | -15..-6 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -9 | 0 | 776 | 1 | 0 | 68.663216 | -5.82 |
2,022 | 401,371,246 | 1 | 29 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 4 | false | FGA_3 | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 9 | 0 | 761 | 0 | 1 | 68.663216 | 5.7075 |
2,022 | 401,371,246 | 1 | 30 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 10 | false | TOV | DREB | DREB | 600+ | -15..-6 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -9 | 0 | 757 | 1 | 0 | 68.663216 | -5.6775 |
2,022 | 401,371,246 | 1 | 31 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 11 | false | FGA_rim | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 9 | 0 | 747 | 0 | 1 | 68.663216 | 5.6025 |
2,022 | 401,371,246 | 1 | 32 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 22 | false | FGA_jump2 | made_FG | made_FG | 600+ | -15..-6 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -11 | 0 | 736 | 1 | 0 | 68.663216 | -6.746666 |
2,022 | 401,371,246 | 1 | 33 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 10 | false | TOV | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 11 | 0 | 714 | 0 | 1 | 68.663216 | 6.545 |
2,022 | 401,371,246 | 1 | 34 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 19 | false | FGA_jump2 | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -11 | 0 | 704 | 1 | 0 | 68.663216 | -6.453333 |
2,022 | 401,371,246 | 1 | 35 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 29 | false | FGA_3 | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 11 | 0 | 685 | 0 | 1 | 68.663216 | 6.279167 |
2,022 | 401,371,246 | 1 | 36 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 17 | false | FGA_3 | made_FG | made_FG | 600+ | -15..-6 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -14 | 0 | 656 | 1 | 0 | 68.663216 | -7.653333 |
2,022 | 401,371,246 | 1 | 37 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 13 | false | TOV | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 14 | 0 | 639 | 0 | 1 | 68.663216 | 7.455 |
2,022 | 401,371,246 | 1 | 38 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 20 | false | FGA_rim | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -14 | 0 | 626 | 1 | 0 | 68.663216 | -7.303333 |
2,022 | 401,371,246 | 1 | 39 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 6 | false | FT_trip_bonus | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 14 | 0 | 606 | 0 | 1 | 68.663216 | 7.07 |
2,022 | 401,371,246 | 1 | 40 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 13 | false | FT_trip_shooting | DREB | DREB | 600+ | -15..-6 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -14 | 0 | 600 | 1 | 0 | 68.663216 | -7 |
2,022 | 401,371,246 | 1 | 41 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 10 | false | FGA_rim | made_FT | made_FT | 300-599 | 6..15 | made_FT | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 13 | 0 | 587 | 0 | 1 | 68.663216 | 6.359167 |
2,022 | 401,371,246 | 1 | 42 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 12 | false | TOV | made_FG | made_FG | 300-599 | -15..-6 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -15 | 0 | 577 | 1 | 0 | 68.663216 | -7.2125 |
2,022 | 401,371,246 | 1 | 43 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 3 | false | FGA_rim | TOV | TOV | 300-599 | 6..15 | TOV | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 15 | 0 | 565 | 0 | 1 | 68.663216 | 7.0625 |
2,022 | 401,371,246 | 1 | 44 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 24 | false | TOV | made_FG | made_FG | 300-599 | <=-16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -17 | 0 | 562 | 1 | 0 | 68.663216 | -7.961667 |
2,022 | 401,371,246 | 1 | 45 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 5 | false | FGA_jump2 | TOV | TOV | 300-599 | >=16 | TOV | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 17 | 0 | 538 | 0 | 1 | 68.663216 | 7.621666 |
2,022 | 401,371,246 | 1 | 46 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 27 | false | FGA_rim | made_FG | made_FG | 300-599 | <=-16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -19 | 0 | 533 | 1 | 0 | 68.663216 | -8.439167 |
2,022 | 401,371,246 | 1 | 47 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 9 | false | FGA_rim | made_FG | made_FG | 300-599 | >=16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 17 | 0 | 506 | 0 | 1 | 68.663216 | 7.168334 |
2,022 | 401,371,246 | 1 | 48 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 17 | false | FGA_3 | made_FG | made_FG | 300-599 | <=-16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -19 | 0 | 497 | 1 | 0 | 68.663216 | -7.869167 |
2,022 | 401,371,246 | 1 | 49 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 9 | false | FGA_3 | DREB | DREB | 300-599 | >=16 | DREB | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 19 | 0 | 480 | 0 | 1 | 68.663216 | 7.6 |
2,022 | 401,371,246 | 1 | 50 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 8 | false | FGA_rim | DREB | DREB | 300-599 | <=-16 | DREB | 300-599 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -19 | 0 | 471 | 1 | 0 | 68.663216 | -7.4575 |
2,022 | 401,371,246 | 1 | 51 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 8 | false | TOV | DREB | DREB | 300-599 | >=16 | DREB | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 19 | 0 | 463 | 0 | 1 | 68.663216 | 7.330833 |
2,022 | 401,371,246 | 1 | 52 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 30 | false | FGA_3 | TOV | TOV | 300-599 | <=-16 | TOV | 300-599 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -19 | 0 | 455 | 1 | 0 | 68.663216 | -7.204167 |
2,022 | 401,371,246 | 1 | 53 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 8 | false | TOV | made_FG | made_FG | 300-599 | >=16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 16 | 0 | 425 | 0 | 1 | 68.663216 | 5.666667 |
2,022 | 401,371,246 | 1 | 54 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 5 | false | FT_trip_shooting | TOV | TOV | 300-599 | <=-16 | TOV | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -16 | 0 | 417 | 1 | 0 | 68.663216 | -5.56 |
2,022 | 401,371,246 | 1 | 55 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 10 | false | FGA_rim | made_FT | made_FT | 300-599 | 6..15 | made_FT | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 15 | 0 | 412 | 0 | 1 | 68.663216 | 5.15 |
2,022 | 401,371,246 | 1 | 56 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 22 | false | FGA_3 | made_FG | made_FG | 300-599 | <=-16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -17 | 0 | 402 | 1 | 0 | 68.663216 | -5.695 |
2,022 | 401,371,246 | 1 | 57 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 30 | false | FGA_rim | DREB | DREB | 300-599 | >=16 | DREB | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 17 | 0 | 380 | 0 | 1 | 68.663216 | 5.383333 |
2,022 | 401,371,246 | 1 | 58 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 19 | false | FGA_jump2 | made_FG | made_FG | 300-599 | <=-16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -19 | 0 | 350 | 1 | 0 | 68.663216 | -5.541667 |
2,022 | 401,371,246 | 1 | 59 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 7 | false | TOV | made_FG | made_FG | 300-599 | >=16 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 17 | 0 | 331 | 0 | 1 | 68.663216 | 4.689167 |
2,022 | 401,371,246 | 1 | 60 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 11 | false | FGA_rim | TOV | TOV | 300-599 | <=-16 | TOV | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -17 | 0 | 324 | 1 | 0 | 68.663216 | -4.59 |
2,022 | 401,371,246 | 1 | 61 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 17 | false | FGA_rim | made_FG | made_FG | 300-599 | 6..15 | made_FG | 300-599 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 15 | 0 | 313 | 0 | 1 | 68.663216 | 3.9125 |
2,022 | 401,371,246 | 1 | 62 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 7 | false | FGA_jump2 | DREB | DREB | 120-299 | -15..-6 | DREB | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -15 | 0 | 296 | 1 | 0 | 68.663216 | -3.7 |
2,022 | 401,371,246 | 1 | 63 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 19 | false | FT_trip_shooting | made_FG | made_FG | 120-299 | 6..15 | made_FG | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 13 | 0 | 289 | 0 | 1 | 68.663216 | 3.130833 |
2,022 | 401,371,246 | 1 | 64 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 12 | false | FGA_rim | made_FT | made_FT | 120-299 | -15..-6 | made_FT | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | -14 | 0 | 270 | 1 | 0 | 68.663216 | -3.15 |
2,022 | 401,371,246 | 1 | 65 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 5 | false | FGA_rim | DREB | DREB | 120-299 | 6..15 | DREB | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 14 | 0 | 258 | 0 | 1 | 68.663216 | 3.01 |
2,022 | 401,371,246 | 1 | 66 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 31 | false | FGA_3 | made_FG | made_FG | 120-299 | <=-16 | made_FG | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -16 | 0 | 253 | 1 | 0 | 68.663216 | -3.373333 |
2,022 | 401,371,246 | 1 | 67 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 12 | false | FGA_3 | DREB | DREB | 120-299 | >=16 | DREB | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 16 | 0 | 222 | 0 | 1 | 68.663216 | 2.96 |
2,022 | 401,371,246 | 1 | 68 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 8 | false | FGA_3 | DREB | DREB | 120-299 | <=-16 | DREB | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -16 | 0 | 210 | 1 | 0 | 68.663216 | -2.8 |
2,022 | 401,371,246 | 1 | 69 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 3 | false | FT_trip_bonus | DREB | DREB | 120-299 | >=16 | DREB | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 16 | 0 | 202 | 0 | 1 | 68.663216 | 2.693333 |
2,022 | 401,371,246 | 1 | 70 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 18 | false | FGA_3 | made_FT | made_FT | 120-299 | <=-16 | made_FT | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | -17 | 0 | 199 | 1 | 0 | 68.663216 | -2.819167 |
2,022 | 401,371,246 | 1 | 71 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 6 | false | FGA_rim | DREB | DREB | 120-299 | >=16 | DREB | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 18 | 0 | 181 | 0 | 1 | 68.663216 | 2.715 |
2,022 | 401,371,246 | 1 | 72 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 18 | false | FGA_jump2 | made_FG | made_FG | 120-299 | <=-16 | made_FG | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -20 | 0 | 175 | 1 | 0 | 68.663216 | -2.916667 |
2,022 | 401,371,246 | 1 | 73 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 14 | false | TOV | DREB | DREB | 120-299 | >=16 | DREB | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 20 | 0 | 157 | 0 | 1 | 68.663216 | 2.616667 |
2,022 | 401,371,246 | 1 | 74 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 8 | false | FGA_rim | TOV | TOV | 120-299 | <=-16 | TOV | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -20 | 0 | 143 | 1 | 0 | 68.663216 | -2.383333 |
2,022 | 401,371,246 | 1 | 75 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 21 | false | FGA_jump2 | made_FG | made_FG | 120-299 | >=16 | made_FG | 120-299 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 135 | 0 | 1 | 68.663216 | 2.025 |
2,022 | 401,371,246 | 1 | 76 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 29 | false | FGA_3 | made_FG | made_FG | 35-119 | <=-16 | made_FG | 35-119 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -20 | 0 | 114 | 1 | 0 | 68.663216 | -1.9 |
2,022 | 401,371,246 | 1 | 77 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 14 | false | FGA_rim | made_FG | made_FG | 35-119 | >=16 | made_FG | 35-119 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 17 | 0 | 85 | 0 | 1 | 68.663216 | 1.204167 |
2,022 | 401,371,246 | 1 | 78 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 17 | false | FGA_rim | made_FG | made_FG | 35-119 | <=-16 | made_FG | 35-119 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -19 | 0 | 71 | 1 | 0 | 68.663216 | -1.124167 |
2,022 | 401,371,246 | 1 | 79 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 0 | false | FGA_rim | made_FG | made_FG | 35-119 | <=-16 | made_FG | 35-119 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -17 | 0 | 54 | 1 | 0 | 68.663216 | -0.765 |
2,022 | 401,371,246 | 1 | 80 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 22 | false | TOV | DREB | DREB | 35-119 | >=16 | DREB | 35-119 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 17 | 0 | 54 | 0 | 1 | 68.663216 | 0.765 |
2,022 | 401,371,246 | 1 | 81 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 14 | false | FGA_jump2 | TOV | TOV | 0-34 | <=-16 | TOV | 0-34 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -17 | 0 | 32 | 1 | 0 | 68.663216 | -0.453333 |
2,022 | 401,371,246 | 2 | 82 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 8 | false | FGA_3 | period_start | period_start | 600+ | -15..-6 | period_start | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | -15 | 0 | 1,200 | 1 | 0 | 68.663216 | -15 |
2,022 | 401,371,246 | 2 | 83 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 16 | false | FGA_3 | made_FG | made_FG | 600+ | 6..15 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 12 | 0 | 1,192 | 0 | 1 | 68.663216 | 11.92 |
2,022 | 401,371,246 | 2 | 84 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 30 | false | TOV | made_FG | made_FG | 600+ | -15..-6 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -15 | 0 | 1,176 | 1 | 0 | 68.663216 | -14.7 |
2,022 | 401,371,246 | 2 | 85 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 24 | false | FGA_jump2 | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 15 | 0 | 1,146 | 0 | 1 | 68.663216 | 14.325 |
2,022 | 401,371,246 | 2 | 86 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 21 | false | FT_trip_shooting | made_FG | made_FG | 600+ | <=-16 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -17 | 0 | 1,122 | 1 | 0 | 68.663216 | -15.895 |
2,022 | 401,371,246 | 2 | 87 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 23 | false | FGA_jump2 | made_FT | made_FT | 600+ | >=16 | made_FT | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 16 | 0 | 1,101 | 0 | 1 | 68.663216 | 14.68 |
2,022 | 401,371,246 | 2 | 88 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 22 | false | TOV | DREB | DREB | 600+ | <=-16 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -16 | 0 | 1,078 | 1 | 0 | 68.663216 | -14.373333 |
2,022 | 401,371,246 | 2 | 89 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 10 | false | FGA_rim | TOV | TOV | 600+ | >=16 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 16 | 0 | 1,056 | 0 | 1 | 68.663216 | 14.08 |
2,022 | 401,371,246 | 2 | 90 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 13 | false | FGA_3 | DREB | DREB | 600+ | <=-16 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | -16 | 0 | 1,046 | 1 | 0 | 68.663216 | -13.946667 |
2,022 | 401,371,246 | 2 | 91 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 16 | false | FGA_rim | made_FG | made_FG | 600+ | 6..15 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 13 | 0 | 1,033 | 0 | 1 | 68.663216 | 11.190833 |
2,022 | 401,371,246 | 2 | 92 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 23 | false | FT_trip_shooting | made_FG | made_FG | 600+ | -15..-6 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | -15 | 0 | 1,017 | 1 | 0 | 68.663216 | -12.7125 |
2,022 | 401,371,246 | 2 | 93 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 19 | false | TOV | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 15 | 0 | 994 | 0 | 1 | 68.663216 | 12.425 |
2,022 | 401,371,246 | 2 | 94 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 22 | false | FGA_3 | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -15 | 0 | 975 | 1 | 0 | 68.663216 | -12.1875 |
2,022 | 401,371,246 | 2 | 95 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 11 | false | TOV | made_FG | made_FG | 600+ | 6..15 | made_FG | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 12 | 0 | 953 | 0 | 1 | 68.663216 | 9.53 |
2,022 | 401,371,246 | 2 | 96 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 13 | false | FGA_rim | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -12 | 0 | 942 | 1 | 0 | 68.663216 | -9.42 |
2,022 | 401,371,246 | 2 | 97 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 8 | false | TOV | DREB | DREB | 600+ | 6..15 | DREB | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 12 | 0 | 929 | 0 | 1 | 68.663216 | 9.29 |
2,022 | 401,371,246 | 2 | 98 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 6 | false | TOV | TOV | TOV | 600+ | -15..-6 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | -12 | 0 | 921 | 1 | 0 | 68.663216 | -9.21 |
2,022 | 401,371,246 | 2 | 99 | 2,250 | 3,101 | true | 2021-11-09T00:00:00 | 11 | 5 | false | FT_trip_shooting | TOV | TOV | 600+ | 6..15 | TOV | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 12 | 0 | 915 | 0 | 1 | 68.663216 | 9.15 |
2,022 | 401,371,246 | 2 | 100 | 3,101 | 2,250 | false | 2021-11-09T00:00:00 | 11 | 17 | false | TOV | made_FT | made_FT | 600+ | -15..-6 | made_FT | 600+ | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | -14 | 0 | 910 | 1 | 0 | 68.663216 | -10.616667 |
End of preview. Expand in Data Studio
CBB Sim Public Data
The data behind a possession-level Monte Carlo simulator for NCAA men's basketball. The simulator produces game scores, game markets (spread, total, moneyline, halves) and player props from one engine. Every sub-model (possession outcome, shot make, rebound, free throw, foul, game clock, rotation, usage) was chosen by a pre-registered, walk-forward bake-off.
This dataset lets a second person rebuild the simulator and follow what was done and why.
- Where the how and why live (read first):
https://github.com/cmpeavlerjr72/rfq-collab/tree/main/CBB%20Model/Peavler
(
README.md, thendocs/01_architecture.mdtodocs/05_rebuild.md; the code and the project's own decision record are in itssnapshot/folder, at CBB-redesign commit9c5d4c5). - This dataset: the data side only. Every source is free. Nothing here is paid or scraped from a site that bans it.
- Seasons are labelled by ending year everywhere: 2025-26 = season 2026. Season 2027 (2026-27, tip-off 2026-11-02) holds only pre-season and daily live pulls.
Snapshot date: 2026-10-18. Content is frozen at the commit above, apart from the raw/ pulls, which
include pulls up to that date.
What is in it
3,590 MB in about 1,900 files. Folder names are HF repo prefixes. The last column says where the file
lands after pull_public_data.py (paths relative to the project root, i.e. snapshot/).
| Folder | Contents | Source | Seasons | Size | Used by (pipeline step in docs/05_rebuild.md) |
Lands at |
|---|---|---|---|---|---|---|
raw/hoopr/ |
pbp, shots, player and team box, player_core, schedules, rosters | hoopR-mbb-data (CC BY 4.0) | 2022-2026 (schedules to 2027) | 407 MB | 1 Pull; 2 IDs; 3 Events; 5 Ratings | data/raw/hoopr/ |
raw/hoopr_hist/ |
older team box | hoopR-mbb-data | 2015-2021 | 5 MB | 4 Truth (history) | data/raw/hoopr_hist/ |
raw/cbbd/ |
games 2013-26, pbp with all ten on-floor players 2022-26, lines 2013-26, rosters, end-of-season ratings (leak-test controls only) | CollegeBasketballData API | 2013-2027 | 1,164 MB | 1 Pull; 2 IDs; 3 Events; 4 Truth | data/raw/cbbd/ |
raw/preseason/, raw/lines_daily/, raw/schedule_daily/, raw/injuries/espn/ |
2026-27 preseason pulls and the first daily line, schedule and injury pulls | CBBD, ESPN public JSON | 2026-27 | 2 MB | Day-1 / live path (4.3) | data/raw/... |
tracked/data/processed/ |
the git-tracked processed tables: games universe, crosswalks, truth tables, lines, own ratings, KenPom-style snapshots, possessions_v2, clock censoring, ingest manifests, injuries, and all fitted sub-model artifacts that are under 20 MB per directory (models/) |
derived from the raw groups | 2022-2027 | 621 MB | 2-9 (inputs and served fits) | data/processed/ |
tracked/data/reference/ |
team crosswalks, gate targets, coach table | derived; coach table from Wikipedia (CC BY-SA 4.0) | 2022-2026 | 0.2 MB | 2, 4 | data/reference/ |
tracked/data/overrides/ |
served-table overrides, day-1 rating choices, availability | ours | 2026-27 | 4 kB | live path | data/overrides/ |
engine_inputs/ |
per-fold engine arrays, the possession-outcome S1 fits (event_round2_s1_*), shot-block priors |
derived | fold 2 (2024-25) and 2027 | 178 MB | 7 Engine inputs; 8 Simulate | data/processed/models/engine/ |
engine_inputs_v3/ |
fold-2 engine inputs v3 (replay of the live builder); the parity-smoke default | derived | 2024-25 | 14 MB | 8 Simulate; parity smoke | data/processed/models/engine_v3/ |
served_artifacts/ |
gitignored served fits the engine reads: clock K2 (F2), rebound S1 weekly, free-throw S1, fg_make round4 B1, two LUTs, ao_team_prior_v2, usage_v2 tables. 121 files |
derived (our fits) | 2024-25 | 512 MB | 8 Simulate; 6 Fits | data/processed/models/ |
training_designs/ |
5 design tables the trainers and build_engine_inputs.py read (possession outcome, clock, fg_make) |
derived | 2022-25 | 292 MB | 6 Fits; 7 Engine inputs | data/processed/models/ |
derived_extras/possessions/ |
possession and chance tables, event layer v1 (frozen; the current code no longer reproduces it bit for bit) | derived from CBBD pbp | 2022-2026 | 82 MB | 2 IDs; clock, rotation and crosswalk code | data/processed/possessions/ |
team_rate_tables/ |
as-of team-rate feature (E3) and variance (O1a) tables | derived | 2022-2026 | 270 MB | Stage B trainers (team_rate_adapter) |
data/processed/ |
results_daily/ |
the served daily-chain output for the 2026-11-02 slate (sim and publish) | derived (our predictions) | 2026-27 day 1 | 43 MB | 4.3 Live path; one preflight test | results/daily/ |
Counts per folder are in the HF file browser. The tracked/ prefix is a copy of the live repo's
git-tracked data/processed, data/reference and data/overrides at commit 9c5d4c5 (built with
git archive, so it excludes uncommitted work). Its models/engine* subfolders duplicate
engine_inputs*; the content is identical, and the pull script lays both out at the same path.
How to download
Easiest: the pull script in the GitHub package. It lays files out where the snapshot code expects them.
python "CBB Model/Peavler/pull_public_data.py" --list
python "CBB Model/Peavler/pull_public_data.py" --groups parity_min # ~1.3 GB: enough for scripts/run_parity_smoke_v1.py
python "CBB Model/Peavler/pull_public_data.py" --groups level1 # ~3.6 GB: parity smoke + full test suite + retrain inputs
By hand, with huggingface_hub:
from huggingface_hub import snapshot_download
# one group at a time; no token is needed
snapshot_download(
repo_id="mvpeav/cbb-sim-data-public", repo_type="dataset", local_dir="cbb_public",
allow_patterns=["raw/hoopr/**", "raw/hoopr_hist/**"], # hoopR pulls
)
# other patterns
# ["raw/cbbd/**"] CBBD
# ["tracked/**"] tracked processed/reference/overrides (621 MB)
# ["engine_inputs/**", "engine_inputs_v3/**", "served_artifacts/**"] served engine
# ["training_designs/**", "derived_extras/**", "team_rate_tables/**", "results_daily/**"]
snapshot_download keeps the repo's own layout (for example served_artifacts/clock/r8_K2/F2/...).
The pull script is what moves each prefix to its project path (table above).
Verified: a fresh checkout of the snapshot plus --groups parity_min reproduces our engine
digest bit for bit (scripts/run_parity_smoke_v1.py: 60 fold-2 games x 5 seeds, PASS). With level1
the snapshot's test suite gives 842 passed, 2 skipped, 0 failed.
Deliberately excluded
raw/injuries/covers(archived Covers.com pages) and theraw/coachesraw Wikipedia wikitext (the coach table built from it is intracked/data/reference/coaches.parquet).- All experiment outputs (
results/, 30 GB: every bake-off run) and all other model dumps (model_artifacts/, 33 GB: round-N fits, S1 monthly sets,full_retrain_v1, arm directories). These can be shared on request: tell the owner which round you want to audit. - Anything with credentials, account identifiers or e-mail addresses. Every text file and every
string column of every parquet was scanned (e-mails, AWS ids and hostnames,
.pemnames, API keys and tokens, IP addresses, Windows user paths). Nothing matched except 48 run-manifest files (JSON/TXT) that carry a Windows home-directory path string such asC:\Users\<name>\.... Those are path text only and were left unchanged. Nothing was redacted. - Not shipped but regenerable from this dataset:
data/processed/possessions_v4/(86 MB, gitignored in the source;scripts/build_possessions_v4.py, which asserts it first reproducespossessions_v2bit for bit; we checked 2025, identical to ours) and the sim output underresults/. - Last year's KenPom CSVs (outside the project; KenPom is one historical bake-off arm only, never served).
The centred snapshot table is in
tracked/data/processed/kenpom_snapshots.parquet.
Safety note on file formats
Fitted models are .joblib and .pkl files. Both are Python pickles and can execute code when
loaded. They are our own fits, but load them only if you trust this repo, and pin the library
versions listed in the package (requirements-cloud.txt): LightGBM boosters must unpickle into the
same classes.
Licences and attribution
This is a mixed-source dataset. Each folder keeps its source's terms.
- hoopR / sportsdataverse (
raw/hoopr,raw/hoopr_hist, and tables derived from them): CC BY 4.0. Attribution: "sportsdataverse / hoopR-mbb-data", https://github.com/sportsdataverse/hoopR-mbb-data. The data are built from ESPN's public JSON. The embedded ESPN market columns in the pbp (game_spread,home_team_spread,home_win_prob,pregame_home_prob) are present in the raw files and are stripped before any feature is built. - CollegeBasketballData API (
raw/cbbd,raw/preseason,raw/lines_daily; tables derived from them): data from https://collegebasketballdata.com (api.collegebasketballdata.com), pulled with a free key. We found no redistribution restriction; please check their terms before reusing it commercially, and tell us if anything here should come down. - ESPN public JSON (
raw/injuries/espn, 2026-27 rosters, daily odds snapshots,raw/hooprorigin): low-volume scripted calls to the endpoint family hoopR is built from. Data are ESPN's. - Wikipedia coach tables (
tracked/data/reference/coaches.parquet, and anything built from it): CC BY-SA 4.0. Text and data derived from English Wikipedia (https://en.wikipedia.org). Share-alike applies: redistribute adaptations of that table under CC BY-SA 4.0 or a compatible licence. - Our derived tables, fits, engine inputs and daily predictions: released under CC BY 4.0, with the upstream terms above taking precedence for the rows they cover.
Not used, by rule: sports-reference.com (bans ML use), barttorvik.com and masseyratings.com (robots disallow AI crawlers), PrizePicks, Underdog, DraftKings.
Questions, corrections and takedown requests: open a discussion on this dataset.
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