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I imagine that for, say, the actress Kristen Bell it would be roughly like this (on the left). Bell is universally considered good-looking, but it's not like she's a supermodel or anything.She would probably get a few votes in the 'super hot' range, lots around 'very attractive', and almost none at the 'unattractive' end of the graph.
To put a fine point on it: When we began pairing other people of similar looks and profiles, but different message outcomes, this pattern presented itself again and again.
These graphs are adjusted for race, location, age, profile completeness, login activity, and so on—the only meaningful difference between the people plotted is their looks.