This week I’m experimenting with literate programming and sanitizing data sets in a way that is part of the argument. There are a few technologies I needed to do this, but I’ll let the post speak for itself. If you have Juypter Notebook installed with the Javascript Kernel you should be able to download the notebook file itself and run it locally to confirm my process.

• Notebook file: 2015-11-16-regularizing-cloud-data.ipynb
• Data file: 2015-11-16-cloud_data.csv

However, if you don’t want to bother installing Jupyter and the kernel, you should be able to see the file at this link, a rendering service hosted by Rackspace:

http://nbviewer.ipython.org/github/scholarslab/praxis/blob/gh-pages/images/code/2015-11-16-regularizing-cloud-data.ipynb