What's the Deal with Double Negatives in English?

Even today, in many non-standard versions of English and in colloquial use, double negatives are a widespread and regular occurrence. You can hear it often in Black English (also known as Ebonics or African-American Vernacular English), dialects spoken in various parts of the UK, and in the Southern states of the US.