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A team led by Elizabeth Bruch, a sociologist at the University of Michigan, Ann Arbor, tapped into this torrent of dating data.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.Their chart made it painfully clear: When a woman on the site sends a message, her likelihood of getting a response is much higher if she’s any race but black. The data made me feel hopeless about finding a partner.Men answered messages from other women—Asian, white, Hispanic, everyone—with average reply rates between 42 and 50 percent. And then there was my own baggage: Up to age 25, my attempts at dating—and I say “attempts” because they weren’t working—had almost exclusively been with white folks (men and women; I’m queer).Bruch wondered: Is mate selection like a job interview process, where the person with the best combination of positive factors wins?Or is it more like a -style reality show, where contestants are picked off one by one for a single failing?Then comes the choice to send a person a message, or to reply to one.

magazine article about online dating-21

Lin hopes that other dating sites will release similar data, because website design could play a bit part in how people make decisions.

Those 30 million people have generated billions of pieces of data.

And because most dating sites ask users to give consent for their data to be used for research purposes, this online courting has played out like an enormous social science experiment, recording people's moment-by-moment interactions and judgments.

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

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.

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