How do you define rural?

The challenge is following HUD’s definition of a rural area: a place having fewer than 2,500 inhabitants; a county or parish with an urban population of 20,000 inhabitants or less; any place with a population not in excess of 20,000 inhabitants and not located in a Metropolitan Statistical Area.