Sentiment analysis is a method for extracting an overall mood or emotion expressed in a piece of text, like a book review, editorial article, or opinion tweets. We will cover the Naive Bayes Classifier and its application to a real world data set for sentiment analysis. Underlying concepts of text analysis and natural language processing will be introduced.