Text mining with nltk and scikit-learn

This post is a demo of using nltk and scikit-learn for text mining. We starts with some basic techniques about pre-processing of the text data in order to better extract features. Then, two machine learning models are performed for topics mining of recently published articles in American Journal of Sociology.