Do I need to pay taxes if I was unemployed and did not apply for any compensation or benefits?
UE is taxable. You might have to file.
I would, just so that you have a paper trail.
Just having a blank is the kind of "red flag" you would probably be happy to not have years from now.
IMO
Cheers!