How can I visualize changes in a large code base quality?

I'd consider using a Kiviat Diagram to represent multiple software metrics dimensions evolving over time. These diagrams represent multiple data points in a concave hull around a centerpoint. Visual inspection will show where a particular metric is going up or down, and one ought to be able to compute an overall ratio of area biased by metric value using some hueristic area computation.