Is it possible to monitor the data which has been deleted by the user?
Yes. You can monitor the data which has been deleted by the target device (i.e. call logs, SMS, gallery photos, WhatsApp chats that have been deleted after 5 minutes, etc.) after installing AddSpy on that device.