learning_activities: Online Learning Activity Indicators

learning_activitiesR Documentation

Online Learning Activity Indicators

Description

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).

Usage

learning_activities

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)


Nestimate documentation built on April 20, 2026, 5:06 p.m.