Calhoun was born in South Carolina but moved to Rapides Parish, Louisiana about 1830.
"Calhoun's Landing," as the principal plantation was called, became an important shipping point on the Red River and the beginning of Colfax, the seat of government of Grant Parish, some twenty-five north of Alexandria, the seat of Rapides Parish and the largest city in Central Louisiana.