Simulated binary time-series data for 200 students across 30 time points. At each time point, one or more learning activities may be active (1) or inactive (0). Activities: Reading, Video, Forum, Quiz, Coding, Review. Includes temporal persistence (activities tend to continue across adjacent time points).
Format
A data frame with 6,000 rows and 7 columns:
- student
Integer. Student identifier (1–200).
- Reading
Integer (0/1). Reading activity indicator.
- Video
Integer (0/1). Video watching indicator.
- Forum
Integer (0/1). Discussion forum indicator.
- Quiz
Integer (0/1). Quiz/assessment indicator.
- Coding
Integer (0/1). Coding practice indicator.
- Review
Integer (0/1). Review/revision indicator.
Examples
head(learning_activities)
#> student Reading Video Forum Quiz Coding Review
#> 1 1 1 0 0 1 0 0
#> 2 1 1 0 0 1 1 0
#> 3 1 1 0 0 0 1 1
#> 4 1 1 0 0 1 1 1
#> 5 1 1 1 0 0 1 0
#> 6 1 1 1 1 0 1 1