Tweets made by Obama during his last term compared to tweets made so far by Trump in his term as of 06/09/2017 Analysis Methods Utilized: Term Frequencies , Word Correlations , Sentiment Analysis , K-means Clustering , Hierarchial Clustering , Latent Dirichlet Allocation