>Cracker" comes from the Irish word "craic" meaning fun while drinking with friends, which comes from the middle English word "krak", meaning loud, boisterous talk.
That may be where the origins of the word comes from but Floridians in particular were given the name Florida cracker because of the use of a whip and "cracking" the whip, which can be very loud.