To ask about Instagram if you go to click on persons profile

[Beatinghearts]

Who you’ve looked at in the past and it comes up with user not found. Does this mean you blocked the profile picture is still there but it says user not found

They've most likely blocked you or closed their account/changed profile name.

The account may have been deleted / deactivated or you might be blocked maybe