Well, usually when a person shakes their head," said McGonagall coldly, "they mean 'no.' So unless Miss Edgecombe is using a form of sign language as yet unknown to humans.
"Harry Potter and the Order of the Phoenix". Book by J. K. Rowling, June 21, 2003.