Donald Trump Detector – Keras and Twitter

Recently I've been trying to learn more about how to use Keras, but I didn't want to do the usual MNIST tutorial. I tried my own idea for a learning project - which is detecting whether or not a tweet was authored by Donald Trump using Keras and some stylometry techniques. That effort is described in this post.

I think this blog post shows pretty good results from the method. Not only does my model seem to recognize Trump tweets, but it also picks up people who are similar to Trump, and rates them as having, what I call, "High T-Scores".