La Grange is a town in Lenoir County, North Carolina, United States. The population was 2,873 based on the 2010 census. La Grange is located in North Carolina's Inner Banks region. According to the United States Census Bureau, the town has a total area of 2.3 square miles, of which 2.3 square miles is land and 0.44% is water.