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A synthetic dataset representing usability testing sessions with participants interacting with an online learning platform.

Format

A data frame with 150 rows and 9 variables:

participant_id

Participant identifier.

task_id

Task identifier.

participant_experience

User experience level.

task_name

Online learning task performed.

task_difficulty

Task difficulty category.

success

Task completion indicator (0 or 1).

time_seconds

Task completion time in seconds.

errors

Number of errors during the task.

satisfaction

User satisfaction score (1 to 7).

Source

Generated with the uxlearn package.

Details

The dataset contains observations from 30 participants completing five common online learning tasks.

This dataset contains synthetic educational data. It does not represent real users or empirical findings. It is intended for teaching usability evaluation, UX metrics, data analysis and evidence-based design in online learning environments.