I think you are correct that the data is all college students (or at least fairly young people). I believe this because the cities being discussed are the hometown, not the current residence, which is the kind of thing you’d do with college students. In any event, studying hometown controls for the age demographics of Berkeley. But Jonah should have explicitly controlled for age.
Good point, I missed this.