Yes, Bucket of Blood Street in Holbrook, Arizona, is completely real. There appear to be Google Street View images available, but I'm afraid to look at them.
Near where I grew up was a tiny town called Jollytown. There, there was a street called N*gger Run. When somebody pointed out to PennDOT that it was extremely racist, they changed it to Bloody Run.
but thar wasn't much of an view