This is an old cluster analysis of twitter data. It's for kind of a non-statistical audience just to show how even fairly simple tools can start to say interesting things about corpuses.
The twitter API v1 no longer works, so running this code is no longer effective. However, I do have updated repos that are using more current versions of the twitter API. I'll link to those eventually....