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These patterns also generally held for the second step, messaging, but with smaller effects. The results convince Ken-Hou Lin, a sociologist at the University of Texas, Austin, who also studies online dating."The science is absolutely solid." He suspects that deal breakers are more important at the early stage of mate selection when people are winnowing down a pool of candidates.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.Just look at how many people seeking dates or mates are flocking to matchmaking sites and apps.According to a 2015 study by the Pew Research Center, 15 percent of American adults have used online dating sites (web-based platforms like Match.com) and/or dating apps (location-based smartphone apps like Tinder).When you’re online dating, why do you swipe left on one person and swipe right on another?

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

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.

So when Roberta Caploe was ready to start dating again after a divorce, she didn’t ask her friends to fix her up or feel the need to frequent bars or health clubs.

She signed up for JDate, an online dating site for Jewish singles.