Module 11 Activity: Build a Seaborn Comparison Gallery

Estimated active time: 90 minutes

Task

Use Seaborn to compare learner activity patterns by group.

Steps

1. Confirm the dataset is in long-form or reshape it if needed.
2. Create a relationship plot.
3. Create a distribution plot.
4. Create a categorical comparison plot.
5. Create a faceted plot.
6. Use color only for meaningful grouping.
7. Write a careful interpretation for each chart.
8. Complete a chart critique checklist for two charts.

Deliverable

• Seaborn chart gallery.
• Careful interpretation notes.
• Chart critique checklist.

Quality bar

The activity is ready when every chart has a clear question and no chart claims causation from visual pattern alone.