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I am using a Node server and hyve.js library to collect data from different social networks. Then you can store it in a mongoDB for example.

One very good thing about Hyve.js is that the guys from Tawlk have created a clever USMF United Social Media Format to help you dealing with tons of different APIs.

I wrote a post about that here : USMF : One format to rule them all