Population (2010) 1,919 Introduction Set in a plain three miles long by a mile deep, Guttenberg is a rare Mississippi River town: there are no railroad tracks running along its riverfront. Take a serene walking tour along the riverfront and check out the collection of sold, 19th-century stone buildings