After some consideration it became clear that a new dataset would solve a lot of problems. This tutorial covers employing a new dataset, and what is involved in this process.
This time, we’re using a movie reviews data set that contains much shorter movie reviews.
You can get this data set from: http://pythonprogramming.net/static/downloads/short_reviews/
This one yields us a far more reliable reading across the board, and is far more fitting for the tweets we intend to read from the…