Cookbook Inline Examples 2014Q3

 As per Joris's guidance, this PR is only partially completed. I fully intend to add more.   It might be a week or two, possibly more, until i'm finished. 

I'll squash it all into one commit when I think I'm done and ready for final review.  Feel free to make suggestions as I go, but consider it all a draft until I squash.
side note - you prob want to reset the df each time you make a modification (unless its really obvious). You make need to make a ``df_orig``, then ``df = df_orig.copy()`` each time. (though depends on what you are trying to show)