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To support our nonprofit science journalism, please make a tax-deductible gift today. Are you carefully weighing every factor that makes someone a good romantic match? Not according to a study of more than 1 million interactions on a dating website published this week in the Proceedings of the National Academy of Sciences. Instead, the results indicate that you are probably looking for “deal breakers,” harshly eliminating those who do not live up to your standards. Not long ago, dating produced no data at all.

People met their romantic partners through the recommendations of friends, family, or even at real-world locations known as “bars. But that’s changing. 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.

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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 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.