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Sentiment Analysis of Patients' Blogs from various online forums and analysing them into categories exist(neutral sentiment), deteriorate(negative sentiment) and recover(positive sentiment). The classification is done with the help of Naive Bayes Probabilistic Classifier. The programming is done in R language.