Files to accompany my talk at the STL Python Meet Up on March 1, 2016.
Text Analysis with Scikit-learn.ipynb offers a brief introduction to the TF-IDF text analysis technique.
Analyzing Wikipedia Featured Articles.ipynb walk through an example of applying TF-IDF to a collection of Wikipedia articles.
Song Lyrics analysis.ipynb is a partially complete examples using song lyrics.