Make sure there are definitely no system files on it first by disconnecting it then booting up your system to check it works ok.
If it does, just right click the drive in File Explorer and choose format. Alternatively, open Disk Management and right click it there. That simple.
EDIT SR-71 Blackbird you're quick! lol