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Research suggests that emotions can have a significant impact on the behavior of individuals. This is also true of the investors making their decisions in the highly volatile stock market. At present, AI companies put more effort in using sentiment analysis to predict movement of the shares. Among other things, social media is one of the right places for collecting the sentiments of traders and investors.