Pull in statistics aggregated by player for specified season(s)
This data includes both traditional box score stats (such as points, OREB, AST) as well as more advanced stats (such as USG%, ORTG). For more information on each stat, see the data dictionary dictionary_player_stats.
Usage
load_player_stats(seasons = most_recent_season())See also
https://john-b-edwards.github.io/cbbreadr/articles/dictionary_player_stats.html for a web version of the data dictionary
dictionary_player_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_player_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 1 Abilene Christian WAC
#> 3: 2025 20242025 1 Abilene Christian WAC
#> 4: 2025 20242025 1 Abilene Christian WAC
#> 5: 2025 20242025 1 Abilene Christian WAC
#> ---
#> 9813: 2025 20242025 830 Washington Adventist <NA>
#> 9814: 2025 20242025 830 Washington Adventist <NA>
#> 9815: 2025 20242025 830 Washington Adventist <NA>
#> 9816: 2025 20242025 830 Washington Adventist <NA>
#> 9817: 2025 20242025 830 Washington Adventist <NA>
#> athlete_id athlete_source_id athlete_name athlete_position games
#> <int> <char> <char> <char> <int>
#> 1: 6045 4896505 Leonardo Bettiol F 32
#> 2: 6046 5177704 Nasir DeGruy G 32
#> 3: 6047 5106274 Quion Williams G 30
#> 4: 6048 4897572 Joseph Venzant G 8
#> 5: 6049 4701572 Hunter Jack Madden G 32
#> ---
#> 9813: 15168 5264286 Emanuel Hylton ATH 1
#> 9814: 15169 5264285 Jayden Rowe-Perry ATH 1
#> 9815: 15170 5264300 Mateo Cataid ATH 1
#> 9816: 15171 5264299 James Quinn ATH 1
#> 9817: 15172 5264294 Felix Mcghee ATH 1
#> starts minutes points turnovers fouls assists steals blocks
#> <int> <int> <int> <int> <int> <int> <int> <int>
#> 1: 31 828 419 61 111 37 33 13
#> 2: 9 579 117 49 59 42 42 3
#> 3: 30 888 411 77 69 75 35 22
#> 4: 6 157 13 8 17 4 7 1
#> 5: 29 883 285 65 45 68 41 4
#> ---
#> 9813: 1 34 15 4 1 1 1 0
#> 9814: 1 29 8 4 4 0 2 0
#> 9815: 0 3 0 1 1 1 0 0
#> 9816: 0 23 4 3 2 3 0 0
#> 9817: 0 34 10 5 1 0 2 0
#> offensive_rating defensive_rating net_rating porpag usage
#> <num> <num> <num> <num> <num>
#> 1: 107.3 103.0 4.3 2.1 0.260
#> 2: 76.6 100.4 -23.8 -0.5 0.163
#> 3: 102.0 103.1 -1.1 1.7 0.262
#> 4: 70.1 110.9 -40.8 -0.4 0.071
#> 5: 98.1 104.6 -6.5 0.9 0.195
#> ---
#> 9813: 59.1 127.3 -68.2 -5.4 0.336
#> 9814: 46.8 121.2 -74.4 -5.5 0.281
#> 9815: NA 130.9 NA NA 0.148
#> 9816: 75.2 129.7 -54.5 -0.5 0.113
#> 9817: 78.0 124.2 -46.2 -0.8 0.148
#> assists_turnover_ratio offensive_rebound_pct free_throw_rate
#> <num> <num> <num>
#> 1: 0.61 0.381 0.409
#> 2: 0.86 0.157 0.213
#> 3: 0.97 0.327 0.357
#> 4: 0.50 0.125 1.200
#> 5: 1.05 0.253 0.277
#> ---
#> 9813: 0.25 0.200 0.200
#> 9814: 0.00 0.167 1.000
#> 9815: 1.00 NA NA
#> 9816: 1.00 0.250 1.000
#> 9817: 0.00 0.000 0.600
#> effective_field_goal_pct true_shooting_pct field_goals_made
#> <num> <num> <int>
#> 1: 0.526 0.006 164
#> 2: 0.382 0.004 46
#> 3: 0.492 0.005 155
#> 4: 0.400 0.004 4
#> 5: 0.446 0.005 85
#> ---
#> 9813: 0.325 0.003 5
#> 9814: 0.150 0.003 1
#> 9815: NA NA 0
#> 9816: 0.750 0.007 1
#> 9817: 0.700 0.008 3
#> field_goals_attempted field_goals_pct two_point_field_goals_made
#> <int> <num> <int>
#> 1: 313 0.524 163
#> 2: 127 0.362 41
#> 3: 333 0.465 137
#> 4: 10 0.400 4
#> 5: 249 0.341 33
#> ---
#> 9813: 20 0.250 2
#> 9814: 10 0.100 0
#> 9815: 0 0.000 0
#> 9816: 2 0.500 0
#> 9817: 5 0.600 2
#> two_point_field_goals_attempted two_point_field_goals_pct
#> <int> <num>
#> 1: 304 0.536
#> 2: 98 0.418
#> 3: 279 0.491
#> 4: 10 0.400
#> 5: 78 0.423
#> ---
#> 9813: 11 0.182
#> 9814: 6 0.000
#> 9815: 0 0.000
#> 9816: 1 0.000
#> 9817: 2 1.000
#> three_point_field_goals_made three_point_field_goals_attempted
#> <int> <int>
#> 1: 1 9
#> 2: 5 29
#> 3: 18 54
#> 4: 0 0
#> 5: 52 171
#> ---
#> 9813: 3 9
#> 9814: 1 4
#> 9815: 0 0
#> 9816: 1 1
#> 9817: 1 3
#> three_point_field_goals_pct free_throws_made free_throws_attempted
#> <num> <int> <int>
#> 1: 0.111 90 128
#> 2: 0.172 20 27
#> 3: 0.333 83 119
#> 4: 0.000 5 12
#> 5: 0.304 63 69
#> ---
#> 9813: 0.333 2 4
#> 9814: 0.250 5 10
#> 9815: 0.000 0 0
#> 9816: 1.000 1 2
#> 9817: 0.333 3 3
#> free_throws_pct rebounds_offensive rebounds_defensive rebounds_total
#> <num> <int> <int> <int>
#> 1: 0.703 48 78 126
#> 2: 0.741 8 43 51
#> 3: 0.697 50 103 153
#> 4: 0.417 4 28 32
#> 5: 0.913 19 56 75
#> ---
#> 9813: 0.500 1 4 5
#> 9814: 0.500 1 5 6
#> 9815: 0.000 0 0 0
#> 9816: 0.500 1 3 4
#> 9817: 1.000 0 4 4
#> win_shares_offensive win_shares_defensive win_shares_total
#> <num> <num> <num>
#> 1: 1.5 1.2 2.7
#> 2: -0.7 1.0 0.3
#> 3: 1.1 1.2 2.3
#> 4: -0.1 0.1 0.0
#> 5: 0.5 1.1 1.6
#> ---
#> 9813: -0.2 0.0 -0.2
#> 9814: -0.2 0.0 -0.2
#> 9815: NA 0.0 NA
#> 9816: 0.0 0.0 0.0
#> 9817: 0.0 0.0 0.0
#> win_shares_total_per40
#> <num>
#> 1: 0.130
#> 2: 0.021
#> 3: 0.104
#> 4: 0.000
#> 5: 0.072
#> ---
#> 9813: -0.235
#> 9814: -0.276
#> 9815: NA
#> 9816: 0.000
#> 9817: 0.000
# }