Yes, you are able to recover any reports deleted in error.

  1. Click on the Properties tab, followed by Reports in the dropdown. 
  2. Then click the Deleted Properties button. 
  3. Once you’ve found the deleted report, click the recover icon on the right hand side - this will show you who deleted the report, and when.  The report can then be recovered.