Attendance Patterns

Overall

Overall ANP by Term + AY
Term_AY Mean_ANP Median_ANP
1st 2024-2025 65.66667 55
2nd 2024-2025 99.69231 40
3rd 2024-2025 102.30769 63
1st 2025-2026 87.46154 76

By Committee

ANP by Committee and Term + AY
Committee Term_AY Mean_ANP Median_ANP
Academics 1st 2024-2025 34.00000 30.0
Academics 1st 2025-2026 35.20000 31.0
Academics 2nd 2024-2025 37.00000 22.0
Academics 3rd 2024-2025 26.00000 26.0
Activities 1st 2024-2025 55.00000 55.0
Activities 1st 2025-2026 108.00000 108.0
Activities 2nd 2024-2025 75.00000 75.0
Activities 3rd 2024-2025 56.50000 56.5
Executive Board 3rd 2024-2025 70.00000 70.0
Externals 1st 2024-2025 27.00000 27.0
Externals 1st 2025-2026 153.50000 153.5
Externals 2nd 2024-2025 25.33333 20.0
Externals 3rd 2024-2025 23.66667 27.0
HRD 1st 2024-2025 93.00000 91.0
HRD 1st 2025-2026 77.00000 76.0
HRD 2nd 2024-2025 88.50000 88.5
HRD 3rd 2024-2025 64.50000 64.5
Memberships 1st 2024-2025 128.00000 128.0
Memberships 1st 2025-2026 101.00000 101.0
Memberships 2nd 2024-2025 67.00000 67.0
Memberships 3rd 2024-2025 81.00000 81.0
Research 1st 2025-2026 214.00000 214.0
Research 2nd 2024-2025 678.00000 678.0
Research 3rd 2024-2025 407.00000 407.0

By Type of Activity

ANP by Activity_Type and Term + AY
Activity_Type Term_AY Mean_ANP Median_ANP
Assistance 1st 2024-2025 26.00000 26.0
Assistance 1st 2025-2026 32.00000 29.0
Assistance 2nd 2024-2025 19.66667 20.0
Assistance 3rd 2024-2025 9.00000 9.0
Awareness Campaign 2nd 2024-2025 20.00000 20.0
Film Appreciation 3rd 2024-2025 37.00000 37.0
General Assembly 1st 2024-2025 128.00000 128.0
General Assembly 1st 2025-2026 101.00000 101.0
General Assembly 2nd 2024-2025 67.00000 67.0
General Assembly 3rd 2024-2025 81.00000 81.0
Orientation 1st 2024-2025 55.00000 55.0
Orientation 1st 2025-2026 108.00000 108.0
Recreation 3rd 2024-2025 70.00000 70.0
Seminar 1st 2024-2025 34.33333 30.0
Seminar 1st 2025-2026 120.20000 117.0
Seminar 2nd 2024-2025 162.16667 64.5
Seminar 3rd 2024-2025 143.42857 43.0
Training Development Program 1st 2024-2025 93.00000 91.0
Training Development Program 1st 2025-2026 77.00000 76.0
Training Development Program 2nd 2024-2025 88.50000 88.5
Training Development Program 3rd 2024-2025 64.50000 64.5

By Student Level

Internal ANP Composition by Term+AY
Term_AY Freshman_pct_mean Freshman_pct_median Sophomore_pct_mean Sophomore_pct_median Junior_pct_mean Junior_pct_median Senior_pct_mean Senior_pct_median Terminal_pct_mean Terminal_pct_median
1st 2024-2025 42.27313 50.12878 21.64175 23.62319 19.61721 14.30398 14.58207 7.434753 1.8858353 0.390625
1st 2025-2026 24.15309 28.20513 39.69980 43.58974 22.18864 16.83168 10.64698 6.837607 3.3114867 1.401869
2nd 2024-2025 26.81024 25.00000 33.85826 29.85075 28.88991 25.00000 9.96928 10.000000 0.4723055 0.000000
3rd 2024-2025 43.54974 43.51852 20.26099 22.46531 23.76371 22.29532 11.13410 7.758488 1.2914648 0.000000

Student Level Participation by Term+AY
Term_AY Freshman Sophomore Junior Senior Terminal
1st 2024-2025 35.00000 17.25000 10.50000 6.625000 0.750000
2nd 2024-2025 31.63636 25.81818 19.81818 8.909091 1.090909
3rd 2024-2025 37.58333 22.25000 16.50000 5.583333 1.583333
1st 2025-2026 25.69231 27.15385 20.38462 9.846154 4.384615

Budget Efficiency

Overall

Overall EPP by Committee
Committee Mean_EPP Median_EPP
1 Academics 100.13400 79.180
2 Activities 84.09167 72.505
4 Externals 179.53333 90.900
5 HRD 82.45500 47.130
6 Memberships 78.45500 78.820
7 Research 18.57000 12.330

Overall EPP by Committee and Term+AY
Committee Term_AY Mean_EPP Median_EPP
Academics 1st 2024-2025 163.79333 151.080
Academics 1st 2025-2026 42.67500 42.675
Academics 2nd 2024-2025 110.25667 100.000
Academics 3rd 2024-2025 46.92000 46.920
Activities 1st 2024-2025 90.84000 90.840
Activities 1st 2025-2026 54.17000 54.170
Activities 2nd 2024-2025 108.09000 108.090
Activities 3rd 2024-2025 71.68000 71.680
Executive Board 3rd 2024-2025 0.00000 0.000
Externals 1st 2024-2025 217.63000 217.630
Externals 1st 2025-2026 30.15000 30.150
Externals 2nd 2024-2025 375.64333 143.130
Externals 3rd 2024-2025 70.31333 76.630
HRD 1st 2024-2025 25.14000 25.140
HRD 1st 2025-2026 39.36000 39.360
HRD 2nd 2024-2025 54.90000 54.900
HRD 3rd 2024-2025 210.42000 210.420
Memberships 1st 2024-2025 40.70000 40.700
Memberships 1st 2025-2026 90.16000 90.160
Memberships 2nd 2024-2025 115.48000 115.480
Memberships 3rd 2024-2025 67.48000 67.480
Research 1st 2025-2026 12.33000 12.330
Research 2nd 2024-2025 5.47000 5.470
Research 3rd 2024-2025 37.91000 37.910

Regression Analysis

Regression results: ANP ~ Expenses * Incentivized
term estimate std.error statistic p.value
(Intercept) 50.4803283 27.4808452 1.836928 0.0752413
Expenses 0.0036147 0.0035034 1.031782 0.3096774
Incentivized 110.0817885 56.4414883 1.950370 0.0596683
Expenses:Incentivized 0.0175146 0.0053626 3.266042 0.0025462
Regression results: ANP ~ Expenses * Food
term estimate std.error statistic p.value
(Intercept) 29.1844272 34.3237186 0.8502700 0.4013022
Expenses 0.0223407 0.0044737 4.9937621 0.0000188
Food 51.6093154 64.2324592 0.8034772 0.4274488
Expenses:Food -0.0201308 0.0069243 -2.9072709 0.0064713
Regression results: ANP ~ Incentivized * Food
term estimate std.error statistic p.value
(Intercept) 47.11765 29.97878 1.571700 0.1255602
Incentivized 358.08235 62.88403 5.694329 0.0000024
Food 54.49774 45.54104 1.196673 0.2399608
Incentivized:Food -381.19774 112.99931 -3.373452 0.0019100

Nothing follows.