This is a project to help me learn more about Big data. In this project, I am more interested in text analysis. Text analysis is important especially iwhen carrying out Brand-sentiment analysis . My thesis is that a brand manager can use this algorithms to asses the  market sentiment ion a new product. They can achieve this by scanning social-media and popular forums used by the target market.