We downloaded joint income and age distribution from the 2009-2013 American Community Survey for all census tracts in Maryland. We compared these distributions by Hellinger distance, projected them into coordinate space using multidimensional scaling and then clustered them with k-medoids. Clusters appear to primarily reflect well known economic divides throughout Maryland.