A step by step analysis of an MLB dataset downloaded from Kaggle. The dataset is located here. In order to run the ipython notebook without any modifications, you'll need to download the entire dataset into a folder entitled baseball.
I created this as somewhat of a tutorial for pandas DataFrames. Instead of working with terms like "foo" and "bar" like most tutorials do, I figured it'd be much more beneficial to work with a real dataset.
In order to use the ipython notebook on your own computer, you'll need to install the IPython Notebook package. More information can be found here.