Pull in statistics aggregated by team for for specified season(s)
Usage
load_team_stats(seasons = most_recent_season())See also
https://john-b-edwards.github.io/cbbreadr/articles/dictionary_team_stats.html for a web version of the data dictionary
dictionary_team_stats for the data dictionary as bundled within the package
Issues with this data should be filed here: https://github.com/john-b-edwards/cbbd-data/issues
Examples
# \donttest{
try({ # avoid cran errors
load_team_stats()
})
#> season season_label team_id team_name conference_short_name
#> <int> <char> <int> <char> <char>
#> 1: 2025 20242025 1 Abilene Christian WAC
#> 2: 2025 20242025 2 Air Force Mountain West
#> 3: 2025 20242025 3 Akron MAC
#> 4: 2025 20242025 4 Alabama A&M SWAC
#> 5: 2025 20242025 5 Alabama SEC
#> ---
#> 696: 2025 20242025 826 Medgar Evers <NA>
#> 697: 2025 20242025 827 Bowdoin <NA>
#> 698: 2025 20242025 828 Bowie State <NA>
#> 699: 2025 20242025 829 Morehouse <NA>
#> 700: 2025 20242025 830 Washington Adventist <NA>
#> games wins losses minutes pace assists blocks steals possessions
#> <int> <int> <int> <int> <num> <int> <int> <int> <int>
#> 1: 32 16 16 1310 66.4 421 94 331 2178
#> 2: 32 4 28 1310 61.1 428 90 181 2004
#> 3: 35 28 7 1415 69.1 617 130 267 2441
#> 4: 32 10 22 1320 61.5 432 131 266 2037
#> 5: 37 28 9 1510 74.5 634 167 228 2812
#> ---
#> 696: 1 0 1 40 76.5 7 3 6 76
#> 697: 1 0 1 40 62.0 15 6 6 62
#> 698: 1 1 0 40 67.0 16 2 6 67
#> 699: 1 1 0 40 76.5 13 1 6 77
#> 700: 1 0 1 40 83.5 8 1 8 84
#> true_shooting offensive_rating field_goals_made field_goals_attempted
#> <num> <num> <int> <int>
#> 1: 52.9 103.8 819 1845
#> 2: 53.1 98.9 680 1616
#> 3: 58.4 120.5 1060 2259
#> 4: 51.0 114.7 795 1966
#> 5: 60.3 119.3 1147 2371
#> ---
#> 696: 33.8 67.1 20 68
#> 697: 50.5 104.8 25 60
#> 698: 60.2 113.4 30 60
#> 699: 54.0 102.6 28 67
#> 700: 30.3 50.0 12 60
#> field_goals_pct two_point_field_goals_made two_point_field_goals_attempted
#> <num> <int> <int>
#> 1: 0.444 673 1362
#> 2: 0.421 421 833
#> 3: 0.469 684 1222
#> 4: 0.404 538 1159
#> 5: 0.484 757 1267
#> ---
#> 696: 0.294 18 54
#> 697: 0.417 14 28
#> 698: 0.500 19 36
#> 699: 0.418 13 33
#> 700: 0.200 6 37
#> two_point_field_goals_pct three_point_field_goals_made
#> <num> <int>
#> 1: 0.494 146
#> 2: 0.505 259
#> 3: 0.560 376
#> 4: 0.464 257
#> 5: 0.597 390
#> ---
#> 696: 0.333 2
#> 697: 0.500 11
#> 698: 0.528 11
#> 699: 0.394 15
#> 700: 0.162 6
#> three_point_field_goals_attempted three_point_field_goals_pct
#> <int> <num>
#> 1: 483 0.302
#> 2: 783 0.331
#> 3: 1037 0.363
#> 4: 807 0.318
#> 5: 1104 0.353
#> ---
#> 696: 14 0.143
#> 697: 32 0.344
#> 698: 24 0.458
#> 699: 34 0.441
#> 700: 23 0.261
#> free_throws_made free_throws_attempted free_throws_pct rebounds_offensive
#> <int> <int> <num> <int>
#> 1: 476 666 0.715 356
#> 2: 363 572 0.635 236
#> 3: 445 590 0.754 414
#> 4: 490 738 0.664 447
#> 5: 671 932 0.720 459
#> ---
#> 696: 9 17 0.529 12
#> 697: 4 10 0.400 8
#> 698: 5 7 0.714 4
#> 699: 8 14 0.571 9
#> 700: 12 21 0.571 8
#> rebounds_defensive rebounds_total turnovers team_turnovers fouls
#> <int> <int> <int> <int> <int>
#> 1: 727 1083 476 14 671
#> 2: 720 956 432 43 571
#> 3: 934 1348 414 13 623
#> 4: 725 1172 513 27 687
#> 5: 1108 1567 469 23 702
#> ---
#> 696: 15 27 12 0 12
#> 697: 23 31 6 0 15
#> 698: 22 26 9 1 24
#> 699: 30 39 12 0 18
#> 700: 23 31 21 1 18
#> technical_fouls flagrant_fouls points points_in_paint points_off_turnovers
#> <int> <int> <int> <int> <int>
#> 1: 9 0 2260 1164 581
#> 2: 1 0 1982 768 336
#> 3: 8 0 2941 1208 555
#> 4: 8 0 2337 970 491
#> 5: 1 0 3355 1432 453
#> ---
#> 696: 0 0 51 30 8
#> 697: 0 0 65 22 9
#> 698: 1 0 76 32 21
#> 699: 0 0 79 22 13
#> 700: 0 0 42 6 12
#> points_fast_break effective_field_goal_pct assists_turnover_ratio
#> <int> <num> <num>
#> 1: 359 0.483 0.2
#> 2: 174 0.501 0.2
#> 3: 462 0.552 0.2
#> 4: 428 0.470 0.3
#> 5: 500 0.566 0.2
#> ---
#> 696: 14 0.309 0.2
#> 697: 2 0.508 0.1
#> 698: 14 0.592 0.1
#> 699: 17 0.530 0.2
#> 700: 3 0.250 0.3
#> offensive_rebound_pct free_throw_rate opponent_assists opponent_blocks
#> <num> <num> <int> <int>
#> 1: 0.329 0.361 383 143
#> 2: 0.247 0.354 410 103
#> 3: 0.307 0.261 418 88
#> 4: 0.381 0.375 484 97
#> 5: 0.293 0.393 480 153
#> ---
#> 696: 0.444 0.250 25 10
#> 697: 0.258 0.167 13 1
#> 698: 0.154 0.117 15 1
#> 699: 0.231 0.209 16 2
#> 700: 0.258 0.350 24 6
#> opponent_steals opponent_possessions opponent_true_shooting
#> <int> <int> <num>
#> 1: 259 2172 55.2
#> 2: 217 1999 58.0
#> 3: 246 2445 53.3
#> 4: 289 2025 57.5
#> 5: 288 2813 52.0
#> ---
#> 696: 8 77 59.1
#> 697: 5 62 58.0
#> 698: 2 67 59.0
#> 699: 6 76 52.0
#> 700: 15 83 69.2
#> opponent_offensive_rating opponent_field_goals_made
#> <num> <int>
#> 1: 103.5 747
#> 2: 117.9 845
#> 3: 107.4 933
#> 4: 124.5 834
#> 5: 106.9 1074
#> ---
#> 696: 139.0 41
#> 697: 114.5 25
#> 698: 109.0 23
#> 699: 100.0 25
#> 700: 126.5 38
#> opponent_field_goals_attempted opponent_field_goals_pct
#> <int> <num>
#> 1: 1675 0.446
#> 2: 1758 0.481
#> 3: 2157 0.433
#> 4: 1816 0.459
#> 5: 2523 0.426
#> ---
#> 696: 83 0.494
#> 697: 52 0.481
#> 698: 50 0.460
#> 699: 63 0.397
#> 700: 64 0.594
#> opponent_two_point_field_goals_made
#> <int>
#> 1: 566
#> 2: 614
#> 3: 670
#> 4: 574
#> 5: 809
#> ---
#> 696: 29
#> 697: 17
#> 698: 13
#> 699: 16
#> 700: 27
#> opponent_two_point_field_goals_attempted
#> <int>
#> 1: 1098
#> 2: 1121
#> 3: 1333
#> 4: 1141
#> 5: 1650
#> ---
#> 696: 50
#> 697: 31
#> 698: 27
#> 699: 28
#> 700: 40
#> opponent_two_point_field_goals_pct opponent_three_point_field_goals_made
#> <num> <int>
#> 1: 0.515 181
#> 2: 0.548 231
#> 3: 0.503 263
#> 4: 0.503 260
#> 5: 0.490 265
#> ---
#> 696: 0.580 12
#> 697: 0.548 8
#> 698: 0.481 10
#> 699: 0.571 9
#> 700: 0.675 11
#> opponent_three_point_field_goals_attempted
#> <int>
#> 1: 577
#> 2: 637
#> 3: 824
#> 4: 675
#> 5: 873
#> ---
#> 696: 33
#> 697: 21
#> 698: 23
#> 699: 35
#> 700: 24
#> opponent_three_point_field_goals_pct opponent_free_throws_made
#> <num> <int>
#> 1: 0.314 574
#> 2: 0.363 436
#> 3: 0.319 496
#> 4: 0.385 591
#> 5: 0.304 594
#> ---
#> 696: 0.364 13
#> 697: 0.381 13
#> 698: 0.435 17
#> 699: 0.257 17
#> 700: 0.458 18
#> opponent_free_throws_attempted opponent_free_throws_pct
#> <int> <num>
#> 1: 825 0.696
#> 2: 623 0.700
#> 3: 692 0.717
#> 4: 853 0.693
#> 5: 837 0.710
#> ---
#> 696: 17 0.765
#> 697: 21 0.619
#> 698: 27 0.630
#> 699: 23 0.739
#> 700: 27 0.667
#> opponent_rebounds_offensive opponent_rebounds_defensive
#> <int> <int>
#> 1: 312 762
#> 2: 294 802
#> 3: 375 850
#> 4: 370 828
#> 5: 462 902
#> ---
#> 696: 28 41
#> 697: 9 30
#> 698: 12 26
#> 699: 10 33
#> 700: 9 44
#> opponent_rebounds_total opponent_turnovers opponent_team_turnovers
#> <int> <int> <int>
#> 1: 1074 547 28
#> 2: 1096 327 17
#> 3: 1225 444 16
#> 4: 1198 514 40
#> 5: 1364 382 12
#> ---
#> 696: 69 13 0
#> 697: 39 8 0
#> 698: 38 16 1
#> 699: 43 12 0
#> 700: 53 15 0
#> opponent_fouls opponent_technical_fouls opponent_flagrant_fouls
#> <int> <int> <int>
#> 1: 570 5 0
#> 2: 558 3 0
#> 3: 578 3 0
#> 4: 599 6 0
#> 5: 759 6 0
#> ---
#> 696: 18 0 0
#> 697: 9 0 0
#> 698: 14 1 0
#> 699: 15 0 0
#> 700: 20 0 0
#> opponent_points opponent_points_in_paint opponent_points_off_turnovers
#> <int> <int> <int>
#> 1: 2249 1032 459
#> 2: 2357 1108 535
#> 3: 2625 1140 419
#> 4: 2521 1040 555
#> 5: 3007 1336 459
#> ---
#> 696: 107 56 11
#> 697: 71 26 9
#> 698: 73 22 12
#> 699: 76 28 13
#> 700: 105 46 30
#> opponent_points_fast_break opponent_effective_field_goal_pct
#> <int> <num>
#> 1: 306 0.500
#> 2: 302 0.546
#> 3: 362 0.494
#> 4: 441 0.531
#> 5: 346 0.478
#> ---
#> 696: 14 0.566
#> 697: 6 0.558
#> 698: 10 0.560
#> 699: 21 0.468
#> 700: 41 0.680
#> opponent_assists_turnover_ratio opponent_offensive_rebound_pct
#> <num> <num>
#> 1: 0.3 0.291
#> 2: 0.2 0.268
#> 3: 0.2 0.306
#> 4: 0.3 0.309
#> 5: 0.1 0.339
#> ---
#> 696: 0.2 0.406
#> 697: 0.1 0.231
#> 698: 0.2 0.316
#> 699: 0.2 0.233
#> 700: 0.2 0.170
#> opponent_free_throw_rate
#> <num>
#> 1: 0.493
#> 2: 0.354
#> 3: 0.321
#> 4: 0.470
#> 5: 0.332
#> ---
#> 696: 0.205
#> 697: 0.404
#> 698: 0.540
#> 699: 0.365
#> 700: 0.422
# }