Sumarise data in example notebook?

[amilbourne]

Hi Ian,

Thanks for putting this together, I had never really thought about this but it makes a lot of sense.

I was looking at the example notebook and trying to understand what the data was and therefore where the space saving was possible. However, you have to sign into Kagle in order to look at that source data (as far as I can see). It would be really nice if the notebook used pandas profiling (or similar) to give a summary of the data so it is easy to understand what the code is working with.

Thanks.

Anthony.