I love spring embedding visualizations.
This github project is my small Python library for doing the necessary Runge-Kutta integrations on spring networks. I originally wrote this for visualizations in my Ph.D. thesis, but we've also used it at Scribd for visualizing document parsing and the relationship between documents and users: