Olivia Census Designated Place is a census located in Blair County, Pennsylvania. It appears on the Tyrone USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,046.59 feet (319.00 m) above sea level. The nearest populated place is Olivia, approximately 0.1 miles to the SE.