What is contra dancing?
It's a form of traditional folk dance that involves a partner, everyone else on the dance floor, and a caller who describes and prompts the figures. The maneuvers are very similar to square dancing, or the Regency dances in the works of Jane Austen.
Here are some moving pictures to more clearly explain. Enjoy!