I think it's because people's wealth is really hard to estimate. The border between people's assets and their companies', foundations' and what not are usually blurry enough that you would get a graph that shows no insight.
Although income is not a great KPI, at least there are reliable methods to figure it out, or at least make estimates with a quite acceptable precision.