Upset Elections

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## [1] "Avg population difference 1851512"
## [1] "Max Democrat upset difference 3417713"
## [1] "Max Republication upset difference 7279770"
## [1] "democrat upsets 380"
## [1] "republican upsets 1685"
## [1] "Upset probability 0.2065 (D) 0.038 (R) 0.1685"
## [1] "Probability of loss with Clinton popular margin 0.0455"

## Warning: Removed 1305 rows containing non-finite values (stat_bin).