Pennsylvania and the 2016 Urban vs. Rural Divide

I have been digging into election data recently. Specifically, the MIT Election Lab has a great dataset with the presidential election results of each county since 2000. I paired that data with a 2013 county classification scheme from the NCHS which sorts counties into groups based on how large they are and how close they are to a large metro.

I was interested in where the shifts were from the 2012 to the 2016 election. Where did Democrats lose (and gain) ground? Of course, when you lose about 2 million votes in the popular vote margin, as the Democratic candidate did from 2012 to 2016, you are doing more losing of ground than gaining of ground.

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