Cattaraugus County is in the southwestern part of the state, immediately north of the Pennsylvania border. The southern part of Cattaraugus County is the only area of western New York that was not covered by the last ice age glaciation and is noticeably more rugged than neighboring areas that had peaks rounded and valleys filled by the glacier..