Gin Bayou is a stream located in Leflore County, Mississippi. It appears on the Bear Gut Bayou USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 110.01 feet (33.53 m) above sea level. The nearest populated place is Purnell, approximately 3.4 miles to the SSW.