Lake Fannie is a lake located in Polk County, Florida. It appears on the Winter Haven USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 123.80 feet (37.73 m) above sea level. The nearest populated place is Poinsettia Park, approximately 0.9 miles to the SSE.