Microsoft Technology Licensing, LLC

Other

Michael Joe Woolf

Daniel J Clay

Stephanie Horn

Mark Nelson

Matthew Dorbin

Charles David Ellis

Barry Christopher Allyn

Ilan Gabriel Caron

Alan W Carter

Tom Corbett

Ehab Sobhy Deraz

Charles Strempler

Colin Lee Acton

Heidi Munson

Evan Moran

Peter H Hufnagel

Cathy Lynn McBride

Qijin Zhou

Matthew Willem Asplund

Patrick Leahy

David Bradlee, Jr

Mathew B Olinger

Sameer Surendra Jagdale

In non-limiting examples of the present disclosure, systems, methods and devices for assisting with providing dataset insights associated with datasets are presented. A dataset and a query relating to the dataset may be received. The dataset may be processed to determine metadata that describes one or more properties of the dataset. The dataset, the determined metadata, and the user query may be provided to one or more modular recommendation elements for processing into an insight result that indicates a result from data analysis directed to the query. The insight result may be transferred in a portable format for use by the productivity application in displaying one or more insight objects based on the insight result.

Modular data insight handling for user application data

The modular updating of visualizations is provided. Elements of a visualization (e.g., graphical representations of data series, axes, titles, etc.) are only updated within the visualization when the hierarchical data defining that element is changed, thus reducing the processing load on the system providing the visualization. According to an aspect, the changes in the data are accurately translated from an arbitrary hierarchy format into a normalized hierarchy format so that a data visualization platform modularly update the hierarchical data that defines the visualization. According to an aspect, modular updating of hierarchy data enables updating a visualization in pieces (i.e., modularly), such that portions of the visualization that are not affected by the change to the data are not updated and do not need to be recalculated for rendering.

Modular updating of visualizations

A data visualization platform architecture that enables building of a data visualization via a one-directional chain of separate stages is provided, wherein each stage has a simple input interface and output interface. The staging of the architecture enables the data visualization to be provisioned while using fewer system resources and for additional behaviors to be applied to the visualization. Such behaviors include: transforming data from an arbitrary format, modular updates to data visualizations, client-independent operation, reduced-cost updating and extension of the platform, reduced-cost animations, etc. Aspects of the data visualization platform streamline and optimize the performance of a computing device that provides a data visualization.

Data visualization architecture

Systems and methods are disclosed in which a self-describing file is generated and utilized to provide applications with the ability to properly preserve unknown file content. A self-describing file may contain, or be associated with, an extension section that provides information that an application can use to properly calculate unknown file content. The extension section may include functions of formulas that the application can use to calculate values for data that the application would not otherwise support. This allows for the content of the self-describing file to be modified by an application that does not support all of the capabilities of the file while maintaining the integrity of the file and user experience when the file is subsequently accessed by a full featured application.

Calculation of properties of objects/shapes across versions of applications

Information in a diagram is logically structured using lists, containers, and callouts without requiring the diagram author to explicitly define a structure or map any diagram contents to a structure. Logical relationships are inferred based on actions associated with shapes, groupings, and attributes of shapes/groupings taken by the author. Feedback mechanisms are provided to communicate an underlying structure to the author. Intelligent behaviors are enabled to expose manipulation of diagrams based on their logical structure.

Inferring diagram structure through implicit shape relationships

Adornments are applied to shapes in a diagram that graphically displays data about those shapes. Once the adornments are applied to a shape, the information displayed is automatically updated as the underlying shape data changes. The appearance of the diagram is updated automatically when the user updates the data for their shapes. The set of adornments that may be applied to shapes is extensible. A mechanism and interface is defined for creating additional adornments that have customized looks or behaviors.

System and method for adorning shapes with data driven objects

A method and system for interfacing to type libraries are provided. In a preferred embodiment, the present invention defines an interface to a type library. The interface has a plurality of interface methods through which type information can be stored in and retrieved from the type library. A plurality of implementations of the defined interface are provided. A computer program is compiled using the defined interfaces to access the type information. When the compiled computer program is executed, it accesses the type information using one of the plurality of implementations. In a preferred embodiment, a type library contains type information to allow a compiler to bind to an instance of type at compile type (early binding).

Method and system for interfacing to a type library

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Seattle, WA, United States of America

Michael Joe Woolf