There are plenty of ways one can go about analyzing the rich recesses in Trumps Twitter archives. Tim, and I wanted to see if sentiment analysis would turn up anything useful. In this short post, we share what was found. In April 2016, the media repeatedly reported on Trump’s warning of a rough July. Trump went so far as to say there could be riots at the Republican National Convention if things didn’t go his way.