A review of the Python Text Processing with NLTK 2.0 Cookbook that covers text categorization, topic identification, stemming, lemmatization, tokenization, corpus creation and more.
A review of the book Mining the Social Web about collecting, analyzing, and visualizing data from social networks like Facebook, Twitter, and LinkedIn.