Maps
The Atlas of Historic New Mexico Maps, a site by the New Mexico Humanities Council, has historic and modern maps, along with timelines and historical accounts.
The Library of Congress has a few Sanborn fire insurance maps for the city of Socorro, dated 1896 to 1898.
Also see the Census Records page at this site for 1940 and 1950 census maps.