Danbury is a city in Woodbury County, Iowa, United States. It is part of the Sioux City, IA–NE–SD Metropolitan Statistical Area. The population was 348 at the 2010 census. Danbury has two churches, St. Mary's Catholic Church and the United Methodist Church. Danbury holds a fall celebration called Corn Days during harvest.