In 100 randomly chosen tweets from each emotion set (joy, anger, fear, and sadness), we removed the trailing query term (emotion-word hashtag, emoticon, or emoji) so that our dataset also includes some tweets with no clearly emotion-indicative terms.
the EI-reg dataset included 1400 new tweets for each of the four emotions.