A 2016 study by the social intelligence company Brandwatch analyzed nearly nineteen million public tweets and found that 52 percent of misogynistic tweets were posted by women. In 2014, the cosmetics company Dove conducted a study on five million negative tweets written about women’s appearances and body image. Eighty percent of the writers were women.