This machine learning algorithm was trained on more than 1,000,000 classified tweets that expressed either a positive or negative sentiment. It was trained using a Term Frequency Inverse Document Frequency vectorizer and a Multinomial Naive Bayes classifier. Try it out by typing a text below!