I'm not sure why you would question it, if it were [[using your example) a poll about Chicago as a whole. There are a lot more South Side-type hood neighborhoods in Chicago than Lakeview-type yuppie neighborhoods.
Again, this is a poll about the City of Detroit, not two blocks near Wayne State. When you do a sample, you do a representative sample from the whole, not from some tiny sliver of your subject.
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