Angola on the Lake Census Designated Place is a census located in Erie County, New York. It appears on the Angola USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 600.39 feet (183.00 m) above sea level. The nearest populated place is Angola-on-the-Lake, approximately 0.3 miles to the SSW.