Seeing the forest all at once, knowledge discovery and data mining

A demand exists for developing methods to learn from vast data sets like those related to climate studies, macroeconomics analysis, etc. We might be able to discover knowledge by looking at these massive databases as single entities with features that can be compared from one instance of a set to another.