In this quick tutorial, we will explore how to use Pandas to do data exploration and form hypotheses on four different datasets, using the power combo of Pandas + Statsmodels (which is essentially R in Python syntax).
The tutorial is an iPython notebook for demonstration. If you have iPython installed, you can run the tutorial locally with the following command:
~$ ipython notebook anscombe.ipynb
If you don't have iPython, you can install it as follows:
~$ pip install ipython[all]
Or you can view the tutorial on nbviewer, which is not interactive.