 At the 2010 census the population was 896.The Geraldine area grew slowly until the 1880s, when a post office was established.The community was originally known as "Lee," and the first postmaster initially applied for a post office under this name in 1882, but the name on the application was changed to "Geraldine" for unknown reasons.