Table 1 Feature descriptions and data ranges of the dataset
Feature name | Description | Type | Value range |
|---|---|---|---|
Gender | Gender (F/M) | Categorical | 0–1 |
Degree | College (2-year) or faculty (4-year) | Categorical | 0–1 |
Lecture_notes | Number of downloaded lecture notes in PDF format | Numeric | 0–203 |
Materials | Number of other downloaded course materials | Numeric | 0–176 |
Video | Total time spent watching recorded course videos (minutes) | Numeric | 1–5988 |
Live | Total time spent in live course sessions (minutes) | Numeric | 1–1295 |
Live_attendance | Total number of attendances in live course sessions | Numeric | 1–46 |
Quiz | Quiz score | Numeric | 0–100 |