1. A system for analyzing data from a data set, comprising: a dimensional analysis control responsive to user input to navigate dimensionally organized data in the data set according to its dimensional organization, an attribute analysis control responsive to user input to analyze the data in the data set according to its attributes, wherein the dimensional analysis control and the attribute analysis control include at least one graphically rendered control responsive to position-based user interaction, and interactive analysis logic that is responsive to the dimensional analysis control and the attribute analysis control for the same data, and is responsive to user input via the dimensional data analysis control and user input via the attribute analysis control to incrementally update the state of a data presentation from an existing state to a new state and then remains responsive in the new state to further user input via the dimensional data analysis control and further user input via the attribute analysis control to incrementally update the presentation from the new state to further new states.