Drowning Creek is a stream located in Gwinnett County, Georgia. It appears on the Bold Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 851.67 feet (259.59 m) above sea level. The nearest populated place is Harbin, approximately 1.9 miles to the SW.