Topic Modeling: Study of Public Issues Using Social Media

Abstract

In recent trends we use social media to share post and tweets and to interact with friends through messages; nowadays it has gone a long way by raising our voice about the issues that we are facing in our day to day life and we often give voice to support others anywhere in the globe. The prime focus is on “topic modeling” of how the tweets are been retrieved and analyse the impact that is been reflected to the issue in that particular period of time and the policy changes done due to these post and tweets by using LDA(Latent Dirichlet Allocation) and Gibbs Method and the impact brought to the very society.