The dataset is obtained from the Standford College research called Sentiment 140. It consists of 1.6 million tweets classified on the basis of their sentiments where sentiments are labeled as 0(negative) and 4(positive). Using spark machine learning framework we classify and visualize the sentiments of tweets made by users in Twitter.