A witness says security guards confronted the woman when she sat on the floor because of a lack of chairs. Police were called when she refused to leave.
Brooklyn Borough President Eric Adams, a Democrat, is calling the arrest a "blemish on the entire city."
Watch the video above for a full look at the entire incident.
The Associated Press contributed to this story.