This IPython notebook exercise is based on the extensive work done in Mining the Social Web (2nd Edition) by Matthew A. Russell.
The full source code for this book can be found on GitHub
This notebook is based on the Simplified BSD License that governs its use. You are free to adapt or use it as long as you respect the licensing terms.