Intro

Text mining identifies patterns in text. Text mining is commonly used for topic modeling, sentiment analysis, and classification modeling. There are two main approaches to text mining. Semantic parsing identifies words by type and order (sentences, phrases, nouns/verbs, proper nouns, etc.). Bag of words simply treats words as attributes of the document.