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Instructor Intelligence

Feedback Atlas

See how students rate teaching across terms, courses, and groups. Built from your Excel responses.

Historical Trends by Term

Term x Question Heatmap

Term

Course

Group

Question Averages

Course Performance

Distribution by Metric (1-7)

Positive vs Improvement Comment Rate

What Students Liked Over Time

Suggested Improvements Over Time

Common Positive Words

Improvement Themes

Comment Timeline

Comment Type

Keyword Search