After setting up the python enviornment in the previous post. I am going to run some python scripts to test our enviornment.

The exercise

The example is actually some exercises provided by the following link: A2. Linear Regression – Data Exploration – Lending Club, which is part of the page Learn Data Science.

The exercise includes: – Reading a sample csv data into pandas – Removing % signs from rates – Removing the word “months” from loan length. – Managing outliers, remove such rows in this case

I have implemented them as an ipython notebook and it can be previewed here.