How to get API Data From Azure Data Market Place?

I have a lot of different project that require data. One awesome source of data I found is:
https://datamarket.azure.com

I know how to get simple API data from GET but not sure how to do this Microsoft one.

I looked through the tutorials and videos and none really get into the nitty gritty of pulling in API data in multiple ways.