Why are areas of federalist majority generally along the Atlantic sea-coat?

The statement that areas of federalist majority are generally along the Atlantic sea-coast is not accurate. Federalism is a distribution of power between a central government and regional or local governments, and it does not necessarily have a geographic or regional concentration.