Abstract: Methods and systems for dynamic visualization of highly dimensional data are provided. Example embodiments provide a Dynamic Visualization System (a “DVS”), which maps data attributes to visualization dimensions and automatically imputes attribute values on-the-fly for each value of a sequencing dimension. Data having different resolutions can be simultaneously displayed in the same visualization. In one embodiment, the DVS comprises a Dynamic Data Management System with a user interface for specifying and mapping attributes, and one or more Dynamic Visualization Engines with near real-time control user interfaces. These components cooperate to define visualization scenarios based upon specified data subsets, determine and automatically execute a defined visualization, and allow analysts and other users to interactively modify the visualization.

Abstract: Methods and systems for dynamic visualization of highly dimensional data are provided. Example embodiments provide a Dynamic Visualization System (a “DVS”), which maps data attributes to visualization dimensions and automatically imputes attribute values on-the-fly for each value of a sequencing dimension. Data having different resolutions can be simultaneously displayed in the same visualization. In one embodiment, the DVS comprises a Dynamic Data Management System with a user interface for specifying and mapping attributes, and one or more Dynamic Visualization Engines with near real-time control user interfaces. These components cooperate to define visualization scenarios based upon specified data subsets, determine and automatically execute a defined visualization, and allow analysts and other users to interactively modify the visualization.