Twitter is a popular social networking website where users posts and interact with messages known as “tweets”. This serves as a mean for individuals to express their thoughts or feelings. consumers and marketers have done sentiment analysis on such tweets to gather into products or to conduct market analysis. Furthermore, with the recent advancements in machine learning algorithms, the accuracy of our sentiment analysis predictions is able to improve. We will attempt to conduct sentiment analysis on “tweets” using various different machine learning algorithms.