Summary: A comparison of the efficiency of different sentiment analysis algorithms (naive bayes classifier and SVM) was made using a set of twitter comments. A general conclusion is made concerning the effectiveness of these algorithms.

Key words: sentiment analysis, naive bayes classifier, twitter, SVM, bigrams.