DOC:Remove supression from ipython directive to make object visible
Fix for https://github.com/pydata/pandas/issues/11223
@TomAugspurger should these two Ipython blocks be merged into one?

(this is what it looks like at the mo)
![pandas-11223](https://cloud.githubusercontent.com/assets/4982858/10770424/2013049a-7ce3-11e5-9f64-f8a66c98b961.png)

That'd be fine, or maybe put a note before each saying something like "First some setup" and "with the setup out of the way...". Either way, it'll be an improvement :+1: 
 Added some 'verbal sugar' on either side of the Ipython directive blocks. Hope that's ok.
 Looks good!

I just put some comments, but that is actually more about the current content than your change :-)
 @Winterflower Do you have some time to update this?
 yep, @jorisvandenbossche will do tonight!
 @Winterflower ping when pushed & green
 @jreback pushed and green!
 thanks!
