A post office called Norbeck was established in 1920, and remained in operation until 1971.[2] The community has the name of Peter Norbeck, ninth Governor of South Dakota.[3] The town was served by a branch of the Milwaukee Road which ran between Roscoe and Orient. During the Great Depression, the area suffered a drought and the town lost many residents.[4]