A new survey has revealed where in the world you should take your vacation if you’re looking to attract a hot date, cement a relationship, or pop the question. Thirty-seven percent of people named Los Angeles as the city with the most attractive potential dates. Paris came out on top when they were asked for their perfect proposal spot, with 46 percent of people choosing the French capital.

The 2015 Foreign Affairs Study was commissioned by dating app Tinder and travel website Expedia.

Finding an attractive date

Following Los Angeles as the city with the highest proportion of good-looking dates was Rio de Janeiro. The city has a fantastic choice of short-term rentals for those who want to experience Brazilian dating. Other cities that ranked high on the list were Paris (34 percent), Miami (32 percent), and Rome (32 percent).

When asked where they thought the most unattractive people were, 26 percent of those surveyed selected Istanbul. Other cities that are not renowned for their looks according to this survey were Seoul and Hong Kong.

Marriage proposals

Paris was the most popular vacation destination for those who wanted to ask their partner to marry them. If you don’t fancy the French capital, other popular locations include Rome, Sydney, and New York.

Long-term relationships

Those who were in a relationship already but weren’t quite ready for a marriage proposal opted for a vacation in Paris. This is probably due to the abundance of good restaurants in the city, which is important for 88 percent of those taking their first vacation with a partner.