Quid is a company valued at 100 million. They are literally selling the free python nltk library.
I can actually tell you what functions they are using. Nltk word collocations, bigrams, trigrams, tfidf. They aren't even using latent dirichlet allocation to it's potential. I feel like I'm taking crazy pills, why does this company make 💰?