This research is about finding ways to understand dynamic sources of information. Network usage patterns and computational processes are being explored through representations that focus on extracting the qualitative features from these very large data sets. The current focus of this work is in genomics and bioinformatics. In addition to the standard computer screen, alternative display devices are being studied, including handheld computers and large format printing.