I've had an idea for a project to work on over winter break. It involves a difference-in-differenced analysis of two similar-sized cities on different sides of a state border. How do I confirm that the two cities are similar enough in their characteristics? Is it an eye test or is there a statistical methodology?

I would also appreciate any suggested readings.