Cohort profile and class imbalance
| Academic year | Majors | Students | Cheating positives | Prevalence (%) | Missingness before cleaning (%) | Missingness (median [IQR]) |
|---|---|---|---|---|---|---|
| 2021–2022 | 10 | 450 | 50 | 11.11% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
| 2022–2023 | 10 | 500 | 50 | 10.00% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
| 2023–2024 | 10 | 577 | 50 | 8.66% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
| All (2021–2024) | 10 | 1,527 | 150 | 9.8% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
| Academic year | Majors | Students | Cheating positives | Prevalence (%) | Missingness before cleaning (%) | Missingness (median [IQR]) |
|---|---|---|---|---|---|---|
| 2021–2022 | 10 | 450 | 50 | 11.11% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
| 2022–2023 | 10 | 500 | 50 | 10.00% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
| 2023–2024 | 10 | 577 | 50 | 8.66% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
| All (2021–2024) | 10 | 1,527 | 150 | 9.8% | 0.0% [0.0, 0.0] | 0.0% [0.0, 0.0] (post-cleaning) |
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