Here’s a really good talk by Mark Newman called Structure and Dynamics in Complex Networks:
Structure and Dynamics in Complex Networks
If you’re curious about network analysis and have never run across it before, this gives a pretty good explanation of what it is, and some of the things that we can analyse with network tools. It runs about 45 minutes.