This is a nice example of using R for text mining of twitter feeds, and the author gives lots of links and hints on how you could do something similar.
David Robinson. Trump’s Android and iPhone tweets, one year later. Variance Explained blog, August 9, 2017. Available at http://varianceexplained.org/r/trump-followup/.