Lake Erie Beach is a hamlet and census-designated place (CDP) in the town of Evans, Erie County, New York, United States. The population was 3,872 at the 2010 census. It is part of the Buffalo - Niagara Falls Metropolitan Statistical Area.The community is located southwest of the village of Angola.GeographyLake Erie Beach is located at, between NY Route 5 and the Lake Erie shore. It is northeast of Evangola State Park.According to the United States Census Bureau, the CDP has a total area of 3.8sqmi, all land.DemographicsAs of the census of 2000, there were 4,499 people, 1,709 households, and 1,213 families residing in the hamlet. The population density was 1,168.7 per square mile (451.2/km²). There were 2,096 housing units at an average density of 544.5/sq mi (210.2/km²). The racial makeup of the community was 97.60% White, 0.20% African American, 0.64% Native American, 0.09% Asian, 0.22% from other races, and 1.24% from two or more races. Hispanic or Latino of any race were 0.93% of the population.