1. A computer-based system comprising a processor and a storage device including instructions that are operative to run on the processor for analyzing data from a data set, comprising: a presentation selection control operative to select a first presentation format and a second presentation format from a plurality of different presentation formats, presentation logic operative to simultaneously present a dimensional data presentation to a user using the first presentation format and a attribute data presentation to a user using the second presentation format, a dimensional analysis control responsive to user input to navigate dimensionally organized data fields in the data set according to its dimensional organization in the dimensional data presentation, an attribute analysis control responsive to user input to analyze the same dimensionally organized data fields in the data set according to its attributes in the attribute data presentation, wherein the dimensional analysis control and the attribute analysis control include at least one control responsive to position-based user interaction, and interactive analysis logic that is responsive to the dimensional analysis control and to the attribute analysis control for the same dimensionally organized data fields, and is responsive to user input via the dimensional data analysis control to update the attribute data presentation and to user input via the attribute analysis control to update the dimensional data presentation, wherein the interactive analysis logic remains responsive to further user input via the dimensional data analysis control and to further user input via the attribute analysis control to further update the presentations.