Spencer Historic District is a national historic district located at Spencer, Rowan County, North Carolina. The district encompasses 242 contributing buildings in the central business district and surrounding residential sections of Spencer. It largely developed between about 1902 and 1937, and includes notable examples of Queen Anne style architecture. Notable buildings include Cooke's Drug Store, the Julian Building, Wachovia-First National Bank Building (1903), Arey Building (1908), First Baptist Church (1926), Presbyterian Church (1903). Central Methodist Church (1921), Spencer Library (1913), Spencer Town Hall (1937), the John Hatley House (1901), and the Morrison House.