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Certain areas are inherently easier to be homeless in, regardless of local programs.

Try sleeping outside for a year in Phoenix or in Minneapolis. Try getting resources in a sprawling suburb without access to a car. It seems clear that SF, with its dense, walkable layout, access to public transit, and year round moderate climate, would be vastly preferable to most areas of the US.