Olive Hill, KY -- U.S. city in Kentucky Population (2000): 1813 Housing Units (2000): 886 Land area (2000): 2.005258 sq. miles (5.193593 sq. km) Water area (2000): 0.000000 sq. miles (0.000000 sq. km) Total area (2000): 2.005258 sq. miles (5.193593 sq. km) FIPS code: 57918 Located within: Kentucky (KY), FIPS 21 Location: 38.301007 N, 83.174091 W ZIP Codes (1990): Note: some ZIP codes may be omitted esp. for suburbs. Headwords: Olive Hill, KY Olive Hill