They usually quantify attractiveness by asking a bunch of (ideally) randomly-selected people to rate the attractiveness of a bunch of photos of people. Datasets

They usually quantify attractiveness by asking a bunch of (ideally) randomly-selected people to rate the attractiveness of a bunch of photos of people. Datasets of things like this are often published in tables of norms that researchers can buy access to.