It’s tough out there for the single guy. A new millennium of expectations have made finding the right woman more difficult than ever before. However, there’s a chance for you yet, and that hope lies in geography. If you look at the numbers, there are several American cities that are home to more gorgeous single women than you can shake a stick at. Of course, geography alone won’t get you laid; you have to take into account your finances, the transportation, and the number of things to do. Thankfully, the folks at Nerdwallet have done the work for us. Here are what they deem to be the top 15 American cities for single men.

1. Baltimore, Maryland

Forget what you learned on The Wire, Baltimore is the place to be for singles in America. A thriving cultural scene mixes with great public transportation to create an environment that nurtures every kind of love. Even better, this Northeast city is among the most cost effective options on this list. The combination of all those factors makes for one of the most accommodating cities for singles looking to connect.