Our study is targeted towards the analysis of public sentiment of two presidential candidates for US Elections 2016, Hilary Clinton and Donald Trump using tweets made during their campaign.<div><br></div><div>This study provides the important insights to the candidates in improving the campaign strategy and focus on their negative sentiment.</div><div><br></div><div>R programming language has been used in the study for the sentiment analysis.</div