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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.
Instead, the results indicate that you are probably looking for "deal breakers," harshly eliminating those who do not live up to your standards. People met their romantic partners through the recommendations of friends, family, or even at real-world locations known as "bars." Whatever signals and decisions led people to couple up were lost to science. According to the Pew Research Center, 5% of Americans in a committed romantic relationship say they met their partner through an online dating site.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.If a profile did not include a photo, for example, both men and women were 20 times less likely to even look at the rest of the person's profile.Smoking was another big deal breaker, associated with a 10-fold drop in interest.For example, says Lin, "Tinder doesn't allow users to search, and emphasizes the photos much more than [personal] attributes, which might reduce the deal breaker effects." Then again, perhaps that simply shifts the deal breakers to a person's appearance instead.
she's fresh out of a long-term relationship with someone she met on Tinder.
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 the biggest deal breaker of all turned out to be age, at least for women.
All other factors being equal, women overall were 400 times less likely to browse the profile of a man significantly older than herself. Whereas 20-year-old women were 10 times more likely to ignore a man 10 years her senior, 45-year-old women were nearly 10% more likely to browse the profile of a man 55 or older compared with a man her own age.
Then comes the choice to send a person a message, or to reply to one.