Olmsted County, Minnesota is one of the few places in the world to conduct comprehensive population-based studies of disease etiology, natural history, and outcomes because of a unique resource, the Rochester Epidemiology Project (REP). This article describes the REP and highlights its research capabilities in the context of the rheumatic diseases.