The two biggest cities (Bostona and New York) were mainly Federalist, and many countrymen were Democratic-Republicans because the D-Rd supported a lot of the values that farmers did (individualism, free markets, just an honest and simple life). Alexander Hamilton lived most of hist life in New York and was a Federalist, Thomas Jefferson and James Madison were from Virginia and we're Democratic-Republicans. Of course, however, there are exceptions to that rule. George Washington was from Vigninia and although he never formally declared party allegiance, he was most definitely a Federalist. So yes, there were Urban/Rural divides, but there were a ton of factors that also played into part affiliation, just like there are today.