US Census

I'd say they probably live in either Fairfax County VA or Bethesda CDP, MD.

For those playing along at home, here is the code for making this map up and interpolating the missing data: https://github.com/AndyArthur/r_maps_and_graphs/blob/main/Richmen North of Richmond Map.R