Las Vegas, Pittsburgh, Providence, Pheonix, OKC, Memphis, St Louis, Detroit, Houston and Cleveland are all in the top 20 by percentage of vacant houses and NYC is #22. This problem is not limted to small rural areas at all. The vacancies are spread across the whole of the country.