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I forgot to add: In determining if the state was red or blue at a change point, I looked at the 4 prior election results, and 2 aft election results, 6 total to determine how red, blue, or tied purple it was for that time. It's the only fudge factor that could be modified because it's just a guess, but I think the trend will remain even if you modify this (Ex: 3 prior, 1 aft, 2 prior, 1 Aft, etc.)