Tupper Lake is a town in the southwest corner of Franklin County, New York, United States. The population was 5,971 at the 2010 census. The town contains a village called Tupper Lake. Until July 2004, the town was known as "Altamont", not to be confused with the village of Altamont in Albany County. And the 49th biggest town in New York.