Lake Arthur is a town located in Jefferson Davis Parish, Louisiana. Lake Arthur has a 2026 population of 2,564. Lake Arthur is currently declining at a rate of -0.47% annually and its population has decreased by -1.04% since the most recent census, which recorded a population of 2,591 in 2020.