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Maybe for some guys our hypothetical woman is the cat’s pajamas and for the rest she’s the cat Garfield. As it turns out, this distribution of opinions is very important.
We found that the more men disagree about a woman’s looks, the more they like her. messages curve below, again including some examples.So we have to analyze and redirect this tendency, lest Ok Cupid become Every so often we run diagnostic plots like the one below, showing how many messages a sampling of 5,000 women, sorted by attractiveness, received over the last month.The less-messaged woman was usually considered consistently attractive, while the more-messaged woman often created variation in male opinion.Here are a couple more examples: Our first result was to compare the standard deviation of a woman’s votes to the messages she gets.This is certainly an expected result and gives us some indication our formula is making sense. You send her the perfectly crafted opening message.This is a pretty crazy result, but every time we ran the numbers — changing the constraints, trying different data samples, and so on — it came back to stare us in the face. On the other hand, a woman with a preponderance of ‘4’ votes, someone conventionally cute, but not totally hot, might appear to be more in-demand than she actually is.On the left you have consensus, and on the right you have split opinion.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.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.Compare her to Megan Fox, who might rate like this: On the far right, you have the many dudes who think she’s the sexiest thing ever. Fox produces a strong reaction, even if it’s sometimes negative.