 The Olivesburg area is served by the Crestview Local School District located at 1545 State Route 96 in Richland County just a few miles west of Olivesburg.The independent school district boasts recently built Crestview High School, Crestview Middle School (located in the old high school) and recently built Crestview Elementary (which consolidated aging Savannah Elementary and Union Elementary schools) all located on the same campus.Olivesburg was laid out by Benjamin Montgomery in 1816, and was named for his daughter, Olive.