Hollywood is the only structure associated with the locally prominent Burrus family that remains in Bolivar County, Mississippi. It was constructed by John C. Burrus (1818-1879), who was among the first to settle the county after its lands were removed from Indian control by the Treaty of Dancing Rabbit Creek in 1830.