A 1976 study revealed that in an area of the South covering some 350000 sqmi (all Mississippi and Alabama, almost all of Georgia, Tennessee and South Carolina, and around a half of Louisiana, Arkansas, Kentucky, North Carolina and Florida) "Dixie" reached 25% of the popularity of "American" in names of commercial business entities.