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Dist. Columbia

Also known as: Dist. Columbia
Program History

Model Outputs

2024-2025
Catalog

Output is shown as model rating with league rank in parentheses when available.

Model Output Notes
Elo Elo Streaming paired-comparison rating with recency baked into sequential updates. More → 964 (#253) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 942 (#243) -
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.8 More → -6.8 (#266) HCA +2.8
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.392 (#404) -
Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. NetEff -4.9 More → 0.338 (#259) NetEff -4.9
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -9.8 More → 0.244 (#496) AdjNet -9.8
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -9.5 More → 0.246 (#498) AdjNet -9.5
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 63.8 | AdjD 68.8 More → 0.388 (#473) AdjO 63.8 | AdjD 68.8

2025 Schedule & Results

Date Vs/At Opponent Result Score
2024-11-08 vs Holy Family L 51 - 71
2024-11-09 vs Franklin Pierce L 58 - 72
2024-11-16 vs Bloomfield W 71 - 61
2024-11-24 @ Virginia St. L 71 - 85
2024-11-26 vs Chestnut Hill L 65 - 83
2024-11-30 @ Virginia Union L 64 - 90
2024-12-04 @ Bowie St. L 46 - 70
2024-12-06 vs D'Youville W 66 - 65
2024-12-08 vs Daemen L 64 - 79
2024-12-14 vs Staten Island L 54 - 62
2024-12-16 vs Frostburg St. L 64 - 72
2024-12-21 vs Adelphi W 61 - 58
2025-01-08 @ St. Thomas Aquinas W 78 - 65
2025-01-11 @ Mercy L 66 - 80
2025-01-18 vs Roberts Wesleyan W 76 - 51
2025-01-22 @ Queens (NY) W 55 - 52
2025-01-25 vs Molloy W 82 - 47
2025-01-31 @ D'Youville L 40 - 61
2025-02-02 @ Daemen L 56 - 59
2025-02-08 @ Staten Island L 67 - 76
2025-02-12 vs St. Thomas Aquinas W 86 - 64
2025-02-15 vs Mercy L 59 - 65
2025-02-22 @ Roberts Wesleyan W 66 - 50
2025-02-24 @ Jefferson L 57 - 69
2025-02-26 vs Queens (NY) W 57 - 54
2025-03-01 @ Molloy L 57 - 66
2025-03-05 @ Mercy L 49 - 73

2025 Roster

Minutes by Position

The surface stays filled across the five on-court roles. Use the labels or legend to isolate how each player absorbs guard-to-big minutes.

Player Pos GP MIN PTS REB AST STL BLK TO FGA Numbers PM PM/G PM/40 FG% 3P% FT% RAPM TS% eFG%
Laci Johnson - 25 30.0 14.7 2.0 1.6 1.0 0.0 1.4 14.3 3.6 7 0.3 0.3 35.9 30.7 73.6 0.07 47.2 44.0
Tori Williams - 27 26.1 10.2 6.0 1.6 1.0 1.0 2.8 12.0 5.0 35 1.5 1.8 32.7 18.9 56.8 0.5 38.0 34.9
Kensley Benjamin - 27 24.5 9.1 4.3 1.4 0.8 0.3 2.1 8.4 5.4 27 1.1 1.4 37.0 26.4 74.7 0.44 47.5 42.1
Nia Ford - 26 26.4 7.1 3.6 1.9 1.4 0.8 2.2 8.9 3.7 -2 -0.1 -0.1 30.7 21.7 65.7 -0.13 37.5 35.1
Tania Hill - 27 21.0 6.3 5.6 1.1 1.4 1.4 2.4 6.4 7.1 37 1.5 2.2 38.4 20.8 78.4 0.4 45.4 41.3
Kristian Harris - 26 21.5 5.5 3.2 3.2 0.9 0.3 1.8 6.8 4.5 -112 -3.3 -4.6 32.8 21.4 71.0 -0.74 37.8 34.5
Brenda McKinney - 6 17.8 5.3 6.3 0.3 0.5 0.3 1.7 3.7 7.5 -8 -0.4 -0.8 50.0 33.3 60.0 0.18 55.9 52.3
Nhaikyia Smith - 25 21.8 4.8 3.7 2.7 1.0 0.1 2.3 5.5 4.4 -82 -2.5 -3.3 29.7 26.8 71.8 -0.81 39.0 33.7
Jada Bouknight - 27 20.7 3.4 6.0 0.4 1.0 2.2 1.1 2.9 8.9 25 1.1 1.4 50.0 0 44.8 0.41 50.1 50.0
Zoe Collins - 9 1.3 0.2 0.9 0.0 0.0 0.1 0.0 0.4 0.8 - - - 25.0 0 0.0 - 22.5 25.0
Charme Lilly - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Aliyah Eason - 2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -9 -1.3 -2.6 0 0 0 0.5 0 0
Aiyana Ellis - 2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -90 -7.5 -9.0 0 0 0 -0.34 0 0

Numbers/Game vs RAPM

X-axis = Numbers/Game (PTS+REB+AST+STL+BLK-TO-FGA), Y-axis = RAPM.

Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, PM = total +/-, PM/G = per game, PM/40 = per 40 minutes, RAPM = Regularized Adj Plus-Minus, TS% = True Shooting, eFG% = Effective FG