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Imani Harris

Imani Harris

Team: Siena
Position: G

Career Averages

ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 30 regular season. These are not regular-season totals.

GP MPG PPG RPG APG SPG BPG TO FGA Numbers FG% 3P% FT%
30 20.4 5.0 2.3 2.1 1.1 0.1 2.6 5.2 2.8 37.8% 20.8% 47.3%

Plus/minus sample β€” 2021-2022: 21 games, 379.2 minutes, 1146.2 possessions. Other models may cover a different set of games.

Advanced Stats

Model outputs use a separate game sample from the counting statistics. Model output season: 2021-2022. Plus/minus scope: 21 games.

RAPM Rank Minutes Possessions Model PM Model PM/G Model PM/40
+0.75 1161 379 1146 +20 +1.0 +2.1

RAPM = Regularized Adjusted Plus-Minus. Current fits use points per 40 minutes above average; historical artifact units are unverified.

Stat models β€” 2021-2022

Leaderboards and Box vs Lineup

Each family in both forms, side by side: the rating, then its percentile among the season's players with that form (the bar). Lineup RAPM: on-court possessions from play-by-play, one regularized regression over the season. Box Elo: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Each is an on-floor team-rate impact, not the player's own count. Lineup RAPM is not published for 2021-2022 (apart from RAPM itself).

Family Lineup RAPM %ile Box Elo %ile
Points 0.8 75 -6.7 17
Threes not published -1.3 19
Assists not published -3.4 12
OReb not published 1.5 64
DReb not published -0.3 37
Stocks not published 1.0 62
Turnovers not published 1.1 63

Points' Lineup RAPM is RAPM itself. Held-out scores, a Box vs Lineup scatter and each form's team share: stat models.

Model Outputs β€” 2021-2022

Catalog

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

Model Output Notes
RAPM Overall RAPM Overall Single-parameter regularized adjusted plus-minus estimate. SE 2.64 | Poss 1146 More β†’ +0.75 (#1161) SE 2.64 | Poss 1146
RAPM Off/Def RAPM Off/Def Simultaneous offensive and defensive RAPM decomposition. Off -0.60 | Def +1.35 More β†’ +0.75 (#1161) Off -0.60 | Def +1.35
Plus/Minus Rate Plus/Minus Rate Raw plus/minus rate baseline per 100 possessions. PM/G +1.0 | PM/40 +2.1 More β†’ +1.74 (#1477) PM/G +1.0 | PM/40 +2.1
Points Box Elo (offense) Points Box Elo (offense) Online player rating for contribution to team scoring rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Pts For -7.44 | Prevent +0.77 | Net -6.66 | Min 502 More β†’ -7.44 (#3631) Box: cannot separate teammates; Pts For -7.44 | Prevent +0.77 | Net -6.66 | Min 502
Points Box Elo (defense) Points Box Elo (defense) Online player rating for suppressing the opponent's scoring rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Pts For -7.44 | Prevent +0.77 | Net -6.66 | Min 502 More β†’ +0.77 (#2007) Box: cannot separate teammates; Pts For -7.44 | Prevent +0.77 | Net -6.66 | Min 502
Points Box Elo Points Box Elo Net point-differential Box Elo from points created plus points prevented. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Pts For -7.44 | Prevent +0.77 | Net -6.66 | Min 502 More β†’ -6.66 (#3296) Box: cannot separate teammates; Pts For -7.44 | Prevent +0.77 | Net -6.66 | Min 502
OReb Box Elo OReb Box Elo Online player rating for the team's offensive rebound rate (OREB%) on offense. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; OReb% +1.48 | DReb% -0.31 | Min 502 More β†’ +1.48 (#1419) Box: cannot separate teammates; OReb% +1.48 | DReb% -0.31 | Min 502
DReb Box Elo DReb Box Elo Online player rating for the team's defensive rebound rate (DREB%) on defense. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; OReb% +1.48 | DReb% -0.31 | Min 502 More β†’ -0.31 (#2493) Box: cannot separate teammates; OReb% +1.48 | DReb% -0.31 | Min 502
Assists Box Elo (offense) Assists Box Elo (offense) Online player rating for contribution to team assist rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Ast For -4.23 | Prevent +0.86 | Net -3.37 | Min 502 More β†’ -4.23 (#3854) Box: cannot separate teammates; Ast For -4.23 | Prevent +0.86 | Net -3.37 | Min 502
Assists Box Elo (defense) Assists Box Elo (defense) Online player rating for suppressing the opponent's assist rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Ast For -4.23 | Prevent +0.86 | Net -3.37 | Min 502 More β†’ +0.86 (#1475) Box: cannot separate teammates; Ast For -4.23 | Prevent +0.86 | Net -3.37 | Min 502
Assists Box Elo Assists Box Elo Net assist Box Elo from assisted creation plus assisted-shot prevention. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Ast For -4.23 | Prevent +0.86 | Net -3.37 | Min 502 More β†’ -3.37 (#3486) Box: cannot separate teammates; Ast For -4.23 | Prevent +0.86 | Net -3.37 | Min 502
Threes Box Elo (offense) Threes Box Elo (offense) Online player rating for contribution to team made-threes rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; 3PM For -2.08 | Prevent +0.74 | Net -1.35 | Min 502 More β†’ -2.08 (#3619) Box: cannot separate teammates; 3PM For -2.08 | Prevent +0.74 | Net -1.35 | Min 502
Threes Box Elo (defense) Threes Box Elo (defense) Online player rating for suppressing the opponent's made-threes rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; 3PM For -2.08 | Prevent +0.74 | Net -1.35 | Min 502 More β†’ +0.74 (#958) Box: cannot separate teammates; 3PM For -2.08 | Prevent +0.74 | Net -1.35 | Min 502
Threes Box Elo Threes Box Elo Net made-three Box Elo from threes created plus threes prevented. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; 3PM For -2.08 | Prevent +0.74 | Net -1.35 | Min 502 More β†’ -1.35 (#3211) Box: cannot separate teammates; 3PM For -2.08 | Prevent +0.74 | Net -1.35 | Min 502
Stocks Box Elo (offense) Stocks Box Elo (offense) Online player rating for contribution to team steals-plus-blocks rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Stocks For +0.58 | Prevent +0.42 | Net +0.99 | Min 502 More β†’ +0.58 (#1552) Box: cannot separate teammates; Stocks For +0.58 | Prevent +0.42 | Net +0.99 | Min 502
Stocks Box Elo (defense) Stocks Box Elo (defense) Online player rating for suppressing opponent stocks. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Stocks For +0.58 | Prevent +0.42 | Net +0.99 | Min 502 More β†’ +0.42 (#1756) Box: cannot separate teammates; Stocks For +0.58 | Prevent +0.42 | Net +0.99 | Min 502
Stocks Box Elo Stocks Box Elo Net stocks Box Elo from stocks created plus stocks denied. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Stocks For +0.58 | Prevent +0.42 | Net +0.99 | Min 502 More β†’ +0.99 (#1497) Box: cannot separate teammates; Stocks For +0.58 | Prevent +0.42 | Net +0.99 | Min 502
Turnovers Box Elo (ball security) Turnovers Box Elo (ball security) Online player rating for keeping own-team turnovers down. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; TOV For -1.78 | Prevent +2.87 | Net +1.09 | Min 502 More β†’ -1.78 (#3523) Box: cannot separate teammates; TOV For -1.78 | Prevent +2.87 | Net +1.09 | Min 502
Turnovers Box Elo (forcing) Turnovers Box Elo (forcing) Online player rating for forcing opponent turnovers. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; TOV For -1.78 | Prevent +2.87 | Net +1.09 | Min 502 More β†’ +2.87 (#310) Box: cannot separate teammates; TOV For -1.78 | Prevent +2.87 | Net +1.09 | Min 502
Turnovers Box Elo Turnovers Box Elo Net turnover Box Elo from ball security plus turnover force. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; TOV For -1.78 | Prevent +2.87 | Net +1.09 | Min 502 More β†’ +1.09 (#1460) Box: cannot separate teammates; TOV For -1.78 | Prevent +2.87 | Net +1.09 | Min 502

Shot Chart β€” 2021-2022

0/5 FG (0.0%), 0 points from the field in 1 of 24 games Β· ESPN shot locations Β· partial: 5 of the 122 attempts in the box scores have a location

made missed
0%0/5
FG% by zone
0/5 (0.0%)
Where the shots come from: a bigger hexagon, more attempts
Zone FGM FGA FG% % of FGA
Restricted area 0 5 0.0 100.0
Paint (non-RA) 0 0 - 0.0
Mid-range left 0 0 - 0.0
Mid-range center 0 0 - 0.0
Mid-range right 0 0 - 0.0
Left corner 3 0 0 - 0.0
Right corner 3 0 0 - 0.0
Above-break 3 left 0 0 - 0.0
Above-break 3 center 0 0 - 0.0
Above-break 3 right 0 0 - 0.0

Career Stats

ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 30 regular season. These are not regular-season totals. Other career leagues are available through the league links above.

Season League Team GP MIN PTS REB AST STL BLK TO FGA Numbers FG% 3P% FT% TS% eFG%
2025-2026 NCAAW Edward Waters 2 30.0 12.0 4.0 4.0 1.0 0.5 3.0 10.5 8.0 33.3% 50.0% 75.0% 45.7 35.7
2024-2025 NCAAW Edward Waters 2 16.0 6.5 3.0 0.0 0.0 0.5 2.0 3.0 5.0 83.3% - 75.0% 83.8 83.3
2023-2024 NCAAW Edward Waters 1 18.0 13.0 4.0 0.0 0.0 0.0 4.0 7.0 6.0 85.7% - 25.0% 74.2 85.7
2021-2022 NCAAW Siena 25 20.1 4.0 2.0 2.2 1.2 0.1 2.6 4.9 2.1 33.6% 18.2% 37.1% 36.0 35.2

Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, TS% = True Shooting, eFG% = Effective FG

RAPM GS requires a reviewed game-score run and a qualified player and game match. A dash means the score is unavailable.

Game Log β€” 2025-2026

ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 30 regular season. These are not regular-season totals.

The latest season's 2 of 30 career games; each season's games are under its link above.

Date Vs/At Opponent Result Score MIN FG 3PT FT REB AST STL BLK TO PTS Numbers RAPM GS
2025-12-06vsHampton Lady PiratesL47-65294-131-24-644005133.0-
2025-12-05@Bethune-Cookman WildcatsW55-46313-80-05-6442111113.0-