# Managing panel data

Learn how to manage data in your research panel in Participant Kit.

Source: https://participantkit.com/help/courses/admin/managing-panel-data

Video: https://www.loom.com/share/8b3ca6880c5543e6b08d4cb93c5e8b43

## Key takeaways

💡 **Remember:** Manual data editing is available but panel recruitment forms are better - participants fill in their own data accurately

🧪 **Try:** Fix typos or update changed roles directly in panel profiles - no need to delete and re-add people

⚠️ **Watch for:** The difference between remove (opts out, keeps data) and delete (removes everything permanently)

⚡ **Quick tip:** Bulk select participants by hovering over the numbers - manage multiple people at once