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Presidential Job Approval Rating Analysis Through Social Media, Subramanian Venkataraman, Subramanian Venkataraman
Presidential Job Approval Rating Analysis Through Social Media, Subramanian Venkataraman, Subramanian Venkataraman
Dissertations and Theses
The aim of this study is to identify patterns in President Trump’s approval in the
Twitter universe through Social Media and Sentiment Analysis, and compare
against scientific polling to get meaningful insights on the limitations of Social
Media Analytics. For the purposes for this exercise, results from scientific polling
will be considered the true measure of approval, and will be used as control. In
order to perform sentiment analysis, we have used supervisory learning using
Naive Bayes Classifier algorithm which produced 0.862667 accuracy levels.