The following types of data can be backed up:

  • Calendar
  • Contacts
  • Mail
  • OneDrive
  • Tasks
  • Groups (Office 365 Groups including conversations, calendar, notebook, planner, files, and team sites)
  • Sites (Sharepoint Online)

Note: Calendar, Contacts, Mail, and Tasks are all part of Exchange Online.