The Federal Reserve Bank of Philadelphia , also known as the Philadelphia Fed and the Philly responsible for the Third District of the Federal Reserve , which covers eastern and central Pennsylvania, the nine southern counties of New Jersey , and Delaware . Its geographical territory is by far the smallest in the system, and its population base is the second-smallest