I think it's trying to predict the regional outcome not the outcome of the whole...

httpz on Aug 31, 2018 | parent | context | favorite | on: How well does population density predict U.S. voti...

I think it's trying to predict the regional outcome not the outcome of the whole election. Also, with the electoral system, any slight shift in a few swing states can change the whole election.