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One in ten Americans have used an online dating site or mobile dating app themselves, and many people now know someone else who uses online dating or who has found a spouse or long-term partner via online dating.

General public attitudes towards online dating have become much more positive in recent years, and social networking sites are now playing a prominent role when it comes to navigating and documenting romantic relationships.

Compared with eight years ago, online daters in 2013 are more likely to actually go out on dates with the people they meet on these sites.

In practical life, it’s sometimes difficult to find a real sugar daddy as someone on whom a girl lays eyes upon might not be looking for such generous and materialistic money granting relationship.

Online dating sites have become popular platforms for people to look for potential romantic partners.

It is important to understand users' dating preferences in order to make better recommendations on potential dates.

We also find that both males and females are more likely to reply to users whose attributes come closest to the stated preferences of the receivers, and there is significant discrepancy between a user's stated dating preference and his/her actual online dating behavior.

These results can provide valuable guidelines to the design of a recommendation engine for potential dates.

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