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Bruch and her team divided the rules into two broad categories, "deal breakers" and "deal makers," used to exclude or include people for the next level of contact.

Because of a nondisclosure agreement, the researchers can't reveal the exact source of their subjects, describing it only as an "established, marriage-oriented, subscription-based dating site" from which they randomly selected 1855 people, all based in New York City.

Besides photographs, each user's profile could include any number of personal details including age, height, weight, education, marital status, number of children, and smoking and drinking habits.

The data set includes some 1.1 million interactions between users.

But beyond someone's looks, how much do any of these factors matter for mate selection?

One complication is that online daters are not making just one decision, but several in a series: First, people are swiping their way through profiles and deciding which to dismiss immediately or browse more closely.

Then comes the choice to send a person a message, or to reply to one.

And of course, the final, crucial decision, which isn't captured by these data: whether to meet the person in the real world.

Bruch's team devised a statistical model that maps the "decision rules" people follow during the first two steps.

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When you’re online dating, why do you swipe left on one person and swipe right on another?

Are you carefully weighing every factor that makes someone a good romantic match?

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