 According to the United States Census Bureau, the CDP has a total area of , all of it land.Calumet was founded by the Calumet Coke Company in 1888 as a housing site for its workers.The community, as originally laid out, consisted of twenty double-houses, twelve single-family houses, and a few commercial and industrial buildings.