And then I realized you're European. ^^' Ooops!
The Southern part of the United States is kinda like a country within a country. (I've read that Gascony was/is similar in some ways). Dixie is nickname a name for our little region and it's an old song from the 19th century that's sorta like a theme song for the American South.
It's a cheerful little marching song.