Anyway to see deleted dms?

Hey so there was this person I used to talk to on insta back in 21, that account has been deleted since (the account name part says deleted with a few random letters following the second underscore). All of their message appear as unavailable message. I don't even remember these conversations. Anyway to atleast check who the account belonged to? Or to recover these messages?