The present invention extends to methods, systems, and computer program products for cross-platform data visualizations using common descriptions. Embodiments of the invention provide mechanisms for simplifying software development and enhanced code reliability. A user interface, along with interactive and dynamic characteristics, can be described (programmatically and/or declaratively) independently of any specific device platform. User interface qualities can be described using a generic scene graph structure with attached behaviors. The generic scene graph can then be used to drive the user interface on any number of different computing platforms using platform specific (e.g., rendering, gesture recognition, etc.) sub-systems. Platform specific sub-systems can vary based on technologies that are used by the platform specific sub-systems. For example, rendering sub-systems can vary based on the technology used to render graphical data, such as, for example, Open GL, XAML, Direct X, Quartz, etc.