Abstract: Data mapping alternatives for creating a visual representation of a set of data are presented. A set of data is identified for analysis. The identified set of data and properties associated with the identified set of data are analyzed. Based on the analysis, data mapping alternatives for the identified set of data are determined. The determined data mapping alternatives for the identified set of data are ranked. The determined data mapping alternatives are presented in an order according to the ranking of the determined data mapping alternatives.

Abstract: Rich data label formatting may be provided. A rich data label may be created for at least one data point associated with a visualization. The data label may be formatted and displayed on the visualization. In response to determining that the change event has occurred on the visualization, the display of the formatted label may be updated according to the change event.

Abstract: A user interface element is displayed for in place editing of values within a document. For example, in response to selecting a value, a user interface is displayed near the value that receives a slide gesture for adjusting the value in place. The user interface may be configured to select one of the discrete parts of the value in response to changing a level of the slide gesture. For example, a user may move the swipe gesture from a level used for adjusting the day value to the level representing the year value. The user interface displayed and method(s) used to adjust the value may be based on the type of value and the structure and content of the document.

Abstract: A platform extensibility framework may be provided. A visualization platform may register feature extensions and receive requests to create objects. The objects may be created according to drawing instructions provided by the visualization platform, an application requesting the object's creation, and/or at least one of the feature extensions.

Abstract: A system (and corresponding methodology) by which a user can interact directly with visual data is provided. The system employs associations and relationships between visual data objects to automatically update objects based upon a change in other objects. The innovation also provides specialized controls (e.g., dashboard tools/controls) that facilitate manipulation of visual data. As there can be numerous manners in which a user can interact with visualization data, the innovation enables a specialized set of controls to be identified and provided to a user thereby reducing overwhelming effects of a large number of controls.

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: Tools and techniques are described for linking visual properties of charts to cells within tables. Methods provided by these tools enable users to select visual properties that are associated with graphical displays of chart data, and to link these visual properties to respective cells within the tables. User interfaces provided by these tools may provide representations of visual properties associated with the graphical displays of chart data, with these representations of the visual properties being responsive to user input to link the cells in the tables to the visual properties. These user interfaces may also include representations of the cells that are associated with the representations of the visual properties.

Abstract: Rendering electronic chart objects is provided. A set of chart elements having a common set of properties is identified. Formatting attributes of the chart elements and the data point locations for each chart element are also identified. Path information is generated for the chart elements that includes the formatting attributes and the data point locations. The path information is provided to a rendering engine that renders a chart element. Each chart element in the set is displayed on a display screen. Chart elements having a common set of properties are only rendered once. Alternatively, chart objects are rendered by generating and storing an image of chart objects having a common geometry and common properties and by copying the stored image to each data point location. Dynamic selection of rendering engines based on property and performance criteria may be utilized to enhance rendering performance.