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what features their potential dates are attracted to.

We even scoured the top 400 most popular Ok Cupid profiles—the hottest people on the site in ten US cities—to see what their profile pics could tell the rest of us about attracting a date.

The dating app Hinge, which launched a new app in fall 2016 to help people find relationships, has a ton of data about itsmost eligible bachelors and bachelorettes living across the US.

We couldn’t have done any of this without the help of the data maestros at Match and Ok Cupid: Christian Rudder, cofounder and president of Ok Cupid, and Jim Talbott, director of consumer insights at

These guys and their data teams ran queries of all kinds and pulled spreadsheet after spreadsheet of information to try and answer our strange questions.

Finding a date, let alone love, just isn’t easy—even though there are plenty of apps for that.

Users skim profiles looking for a reason to send a message or dismiss (hint: do not mention your mom or exes).

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