Although there are no official ways to delete or cancel a deal or contact for compliance purposes, there are a few workarounds in place.
Contacts
Applications
There are two options:
If your imported applications are still on your Historical Deals page, then you can just choose to update the status to parked or cancelled. See Historical Deals training.