as well as how many counties have already identified as deficient. In the event of a close race in Pennsylvania, provisional ballots and their counting will get a lot of attention after Tuesday night.

The maps below show total income (before adjustments and deductions) for each state (map 1) and all 67 counties in Pennsylvania (map 2). The numbers are for all income levels and filing statuses.