There are actually not very many places in the United States that fit this description of a "slum." The poorest regions of the US are rural towns rather than urban places. Urban poverty in the United States has actually gone down significantly, according to Brookings, and most people below the poverty line live in the suburbs. The thing is, even those who live below America's poverty line are relatively well-off compared to actual slums in places like Brazil.