Sentiment analysis is one of the fastest growing research areas in computer science. This paper deals with the recommendation based on the sentiment analysis of text, specially the posts that are posted by the users of the social media. The sentiment found within the posts and comments provide useful indicators for many different purposes as people nowadays tend to express their emotions on social media publicly. In existing systems sentiment analysis is done using lexicon based approach, rule based approach or by using machine learning algorithms In this proposed system, sentiment analysis will be done using text mining algorithms and depending on the intensity of the sentiment the user will be recommended with positive quotes and images to lift up their moods.

Keywords : Sentiment Analysis, Text Mining, Recommendation System, Social Media, K-Means, Apriori.