Data Science, Machine Learning.
this document” (our documents are just company names, so they are very short “documents”). So in the case of “amazon labs” we have only two words in the document “amazon” and “labs” and their frequency is simply 1 and 1. (If by the way the name of the company just happened to be “amazon labs