Buttermilk Creek is a stream located in Alamance County, North Carolina. It appears on the Lake Burlington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 538.06 feet (164.00 m) above sea level. The nearest populated place is Lakeview, approximately 1.4 miles to the SSW.

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