They tend to avoid people from a visibility standpoint and thrive in denser areas. Outside of big old cities you typically find them around restaurants and shopping areas.

These places spend alot to control them. Google for “rat bait station”. You’ve seen those at any Walmart, grocery store or in the shrubbery on the side of retail buildings.