Repository of Text Analysis in Python. sklearn/TfidfTransformer and RAKE libraries used to analyze text samples and study the words, text.
The first Python notbeook uses TfidfTransformer, Text from sklearn's library.
The second Python notebook uses RAKE, short for Rapid Automatic Keyword Extraction algorithm. Rake extracts keywords, ranks them and scales them.
Documentation for sklearn, RAKE: