Abstract: A system facilitates dynamic data visualizations. The system includes an analysis component that periodically processes one or more incoming data streams to determine a visualization form from a plurality of visualization forms. A visualization component dynamically generates the visualization form based in part on the processing of the incoming data streams.

Abstract: A visualization development system is provided. The system includes a visualization tool to develop one or more visualizations and a grammar engine that operates with the visualization tool to automatically detect visualization problems during the development of the visualizations.

Abstract: Technologies are described herein for refreshing data-linked diagrams on a server computer and viewing and consuming the refreshed diagrams via a Web browser. A drawing program allows equations within a diagram definition to define how external data is utilized to modify the attributes of a diagram element. When the diagram is published to a server computer, the definition is converted to server-legible definition. A published diagram is generated that includes a diagram representation defined by the server-legible definition. Upon a request for the published diagram, the external data is refreshed and the diagram definition is updated. The equations are recalculated to generate new element attributes. The diagram representation is then updated with the new attributes and returned for display by a client Web browser. An interface provides exploration tools and a client API exposes methods for surfacing external data and annotating the diagram.

Abstract: Modifications to a collection of data are maintained in chronological order and selectively rendered as a function of time. The selective rendering can include an animated version of the modification, which can include a timeline of events. The modifications can be associated with related data that includes information as to who made the modification, when the modification was made, and so forth. The related data can also include a motivation behind the modification. Further, confidence information can be related to the modification to add further detail to the modifications and events surrounding the collection of data.

Abstract: A visualization development system is provided. The system includes a visualization tool to develop one or more visualizations and a grammar engine that operates with the visualization tool to automatically detect visualization problems during the development of the visualizations.

Abstract: An adaptive visualization system is provided. The system includes a processing component that receives visualization configurations to determine a suitable visualization for a user. A visualization component automatically adapts a visualization output based in part on the visualization configurations. The visualization configurations can include user context inputs, user profile inputs, device characteristic inputs, or background data inputs, for example.

Abstract: A system facilitates dynamic data visualizations. The system includes an analysis component that periodically processes one or more incoming data streams to determine a visualization form from a plurality of visualization forms. A visualization component dynamically generates the visualization form based in part on the processing of the incoming data streams.

Abstract: Technologies are described herein for refreshing data-linked diagrams on a server computer and viewing and consuming the refreshed diagrams via a Web browser. A drawing program allows equations within a diagram definition to define how external data is utilized to modify the attributes of a diagram element. When the diagram is published to a server computer, the definition is converted to server-legible definition. A published diagram is generated that includes a diagram representation defined by the server-legible definition. Upon a request for the published diagram, the external data is refreshed and the diagram definition is updated. The equations are recalculated to generate new element attributes. The diagram representation is then updated with the new attributes and returned for display by a client Web browser. An interface provides exploration tools and a client API exposes methods for surfacing external data and annotating the diagram.