It used to be easy to analyze your Twitter data: you'd go to your settings and ask for a download, and there among all the files would be a CSV file full of your tweets and the associated metadata.
Since SP can't consume a JSON list (I don't think), I think I have to put together a Business Data Connectivity Model in VS2010. Beyond that, though, I'm struggling to figure out exactly how to use ...