Aspect based sentiment analysis on a range of previously tagged reviews using an unsupervised POS tagging approach and LDA to determine which characteristics carry sentiment. Built upon work carried out by Minqing Hu and Bing Liu of the University of Illinois at Chicago. Who's data I have used to build and test my approaches.