I was reading this pretty old (1996) essay from Ben Schneiderman with the title: The Eyes Have It.
It's a great overview of what visualization should solve and how it should be applied to data. The core of the paper is the mantra for visual information seeking:
Overview first, zoom and filter, then details on-demand
The paper is a great read for everyone working in the area of information visualization.