Rouseville is a borough in Venango County, Pennsylvania, United States. The population was 472 at the 2000 census. Rouseville apartments for rent comparison page shows most up to date rent information on Rouseville apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.