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But regardless, there were stark differences between popular apps like Tinder, Ok Cupid, Bumble, and Hinge.We have previously reviewed the major dating apps from both a woman's and man's perspective, but we were surprised which apps did the best in an analysis of user reviews.

For many women these days, it’s not “He’s just not that into you” that’s the problem.

It’s that “There aren’t enough of him.” So says Jon Birger, the author of a new book called “Date-onomics: How Dating Became a Lopsided Numbers Game.” The book, which Birger describes as “the least romantic book ever written about dating,” uses demographics, statistics, game theory and other wonky techniques to shed light on the surprising and growing gap between the number of college-educated women and the number of college-educated men. That has led to a big demographic mismatch for people who want to date and marry others of the same educational level.

In particular, Hinge, one of our favorites, did not fare well.

Here is America's ranking of 11 popular dating apps, as measured by Applause: Hinge's innovation was that it only matched you with your extended social network — friends of friends.

The interview has been edited for length and clarity. Many more men than women were graduating from college, and there was gender bias both in secondary schooling and in college admissions.

Back then, there was this mindset that young women went to college not to prepare for careers, but to get their “MRS.” So the passage of Title IX in 1972 certainly leveled the playing field.

I tend to agree with Claudia Goldin, who is an economist at Harvard.

She argues that the big driver for college enrollment is the expectation of future labor force participation.

It has features like photo verification, which lets you confirm that your photos are actually you.

Download Zoosk (i OS, Android) Match was one of the original online matchmaking services, and bills itself as having made the most dates, relationships, and marriages.

Download Coffee Meets Bagel (i OS, Android) Ok Cupid uses a comprehensive profile and a series of questions to determine what "percentage" you'll match with someone.