So I installed the project and ran it with my log files and I'd like to retract my previous claim of it not being useful. You're right, I can definitely see the use here, it puts stuff into perpective quite well.

It's easy to write off shiny visualizations as silly (which is what I did above) but they definitely offer a perpective that you can't get any other way.