Student activity and insights

This part of the analytics dashboard focuses on the people in your repository — what they're doing, and where they need help.

Activity trends

See how active members of the repo have been over your selected date range — useful for spotting engagement dropping off, or a spike in activity around a deadline or exam.

Topic confusion and question clusters

Edithly groups the questions members ask into clusters, surfacing the topics people are most often confused by or asking repeated questions about. This is one of the most direct ways to see where a class or team is struggling — without reading every chat individually.

At-risk signals and AI-generated insights

The dashboard can surface AI-generated summaries and at-risk student signals — flags that point you toward members who may be falling behind based on their activity and the questions they're asking, so you can follow up with them directly.

Acting on what you see

Use these insights to decide what to revisit in a session, which materials need clarifying or replacing, and who might benefit from a one-on-one check-in — turning raw activity data into concrete next steps.