A sample text file is uploaded here, where comments on the topic- "Samsung and Iphone blast" are lebeled either positive or negative. We have collected around 10,000 comments and lebeled them like the uploaded one. Using facebook graph api these comments are mostly downloaded from different posts from the facebook page of :