A fork of Rural Dictionary
DNC stands for Definitely Not a Crap.
A "crap" is an attractive girl. When you see them you say, "oh, crap."
So when the term DNC is used, you are referring to an unattractive woman.
Josh - "Hey, Chris you see that chick?"
Chris - "Yea man, shes a DNC"