Students prefer chat software like Slack, Discord, or Teams, but it is difficult to track analytics
Attempted Solutions
Slack with Airflow for ETL and Superset for visualization
Semi-automated solution with Power Automate
Custom solution with Teams Graph API
Scripting with Teams Powershell module
Insights in Microsoft Teams
Insights in Microsoft Teams uses at-a-glance data views to help you catch up on all your students’ Teams activity, from assignment turn-in to engagement in class conversations
Getting Started
Create a New Team
Add Insights Tab
Digital Engagement and Activity
Filters and Reports
Exporting Data To Excel
Data Protection
Your data is secure in Insights. Each report is only available to class owners, and only includes student activity within Microsoft Teams (no personal data).
The information collected and shown in Insights meets more than 90 regulatory and industry standards related to privacy, including GDPR and the Family Education Rights and Privacy Act (FERPA).
Chat Analytics slides: https://hackmd.io/@shawnhermans/chat-analytics Oh hey, these are some notes. They'll be hidden in your presentation, but you can see them if you open the speaker notes window (hit s on your keyboard).