I discovered this data brokerage service from GNIP which offers complete access to data sets from Twitter, Tumblr, Foresquare, WordPress and more, it also offers a partial service for companies like Facebook, Flickr, Instagram. I am not sure of the pricing model however it looks promising for large scale data mining. Check it out here
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