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How Does Population Density Impact Voting in Erie County?

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While it's a pretty good predictor, with a 0.68 correlation, in many cases, rural areas are redder and urban areas are bluer then population density alone with suggest. And then some suburbs are bluer then density alone would suggest.

 

How Does Population Density Impact Voting in Erie County?

SVGZ Graphic: Municipalities with a Similiar Population Density to Albany

Capital Region 2020 Average Democratic Performance

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Albany and inner-suburbs are pretty solidly blue while the country-side remains quite red. People think of New York as a blue state -- and in  many ways it's but you don't have to go far to get to the red country-side at least in 2020.

Capital Region 2020 Average Democratic Performance

3D Map: Spencer Crest Nature Center