Interactive analysis of data objects within a display includes displaying icons representing different data objects on a graphic display device at each of a plurality of unique locations within a multi-dimensional relational structure as a function of unique respective values of dimensions of a display data variable that is relevant to the display structure and common to each of the data objects represented by the icons, and wherein the icons each have initial respective graphic display appearances. Selecting an icon specifies a comparison data variable common to the data objects, wherein graphic display appearances of each of the icons are updated at their same, unique locations to revised dimensional graphic display appearances that visually indicate relationships of respective values of the selected common comparison data variable of their represented data objects to a value of the selected common comparison data variable of the data object represented by the selected icon.