I think it's a joke that the analysis provided here by an incredibly complex cloud machine learning service doesn't seem very different from applying an incredibly naive bag of words.
As I discovered when writing an IRC bot that pretended to be human, you can go a really long way with a bunch of cleverly-written regular expressions...