Franklinville is a village located in Cattaraugus County, New York. Franklinville has a 2026 population of 1,644. Franklinville is currently declining at a rate of -0.66% annually and its population has decreased by -3.24% since the most recent census, which recorded a population of 1,699 in 2020.