Tableau Software, Inc.

Bora Beran

Justin Talbot

Jock Douglas Mackinlay

Jun Ho Kim

Christopher Richard Stolte

Robin Stewart

Marc Rueter

Ross Thomas Bunker

Clark Wildenradt

Andrew C Beers

Ginger J Gloystein

Sean Boon

Jeannine Frazier Boone

Tyler Martin

An electronic device displays a chart in accordance with contents of a plurality of shelf regions of a data visualization interface. The chart includes visual marks representing a set of data. The electronic device generates a visual analytic object by applying a first analytic operation to the set of data represented by the visual marks, and displays the visual analytic object superimposed over the chart. The device detects user input to select the displayed visual analytic object and place an icon representing the visual analytic object onto a first shelf region of the plurality of shelf regions. In response to the user input, the electronic device updates content of the first shelf region to include an association with the first analytic operation corresponding to the visual analytic object.

Systems and methods for using analytic objects in a dynamic data visualization interface

An electronic device displays a chart, which includes a first set of visual marks that represent values derived from a set of data. The device concurrently displays a chart-calculations-options area. The chart-calculations-options area displays a first plurality of options for type of calculation. The device detects user selection of (i) a first option, from the first plurality of options, for type of calculation and (ii) a second option corresponding to a parameter for the selected first option. In response to detecting the user selection, the device visually distinguishes visual marks in a second set of visual marks in the chart. The second set of visual marks is distinct from the first set of visual marks and corresponds to the first option for type of calculation and the second option corresponding to the parameter for the selected first option.

User interface for generating data visualizations that use table calculations

A method displays a chart including visual marks representing a dataset. The chart is based on content of displayed shelf regions, each determining a respective characteristic of the visual marks. The method generates a visual analytic object by applying a first analytic operation to the dataset, and displays the visual analytic object over the chart. The method detects user input to select the displayed visual analytic object and place an icon representing the visual analytic object onto a first shelf region. The first shelf region defines a first characteristic of the visual marks. In response to the user input, the method updates content of the first shelf region to specify association with the first analytic operation and updates the first characteristic of the visual marks in the chart based on values of the set of data represented by the visual marks relative to values computed by the first analytic operation.

An electronic device displays a chart, which includes visual marks that represent calculated values derived from a set of data, and panes formed by intersection of rows and columns. A current focus is on a first visual mark at a first position. The device concurrently displays a chart-calculations-options area, which includes display options for the type of calculation and the type of data partitioning. Visual marks in a first set of visual marks are visually distinguished from other visual marks. The first set of visual marks includes the first visual mark, and corresponds to a first selected option for the type of calculation and a first selected option for the type of data partitioning. The device detects an input that selects a second option for the type of data partitioning. In response, the device visually distinguishes visual marks in a second set of visual marks in accordance with the selection.

A method displays a graphical user interface for a data visualization application. The user interface includes a schema information region that includes fields from a database. A user specifies a first aggregation using the interface. The first aggregation groups by a first set of fields and specifies an aggregated output field. The user also specifies a second aggregation. The second aggregation references the first aggregation and groups by a second set of fields. The set may include the aggregated output field. The second set is different from the first set. The method builds a visual specification based on the first and second aggregations. The method may retrieve tuples of data from the database using database queries generated from the visual specification, where each tuple includes data calculated based on the second aggregation. The method may display a data visualization, including the data calculated based on the second aggregation.

Systems and methods for using multiple aggregation levels in a single data visualization

A method displays a chart that includes visual marks representing a data set, displayed according to contents of displayed shelf regions, which determine characteristics of the chart. The method detects selection of a plurality of visual marks, and visually emphasizes the selected plurality of visual marks. The method also detects a first input on the selected marks, and displays a moveable icon corresponding to the selected visual marks while maintaining display of the visual marks. The method detects a second input on the moveable icon, and moves the moveable icon over a first shelf region. Upon ceasing to detect the input, the method updates the content of the first shelf region based on the selected visual marks, and updates the chart in accordance with updated content of the first shelf region, including applying the characteristic of the first shelf to the selected visual marks distinct from the unselected visual marks.

Systems and methods for using displayed data marks in a dynamic data visualization interface

A method displays a first data visualization according to user placement of data fields in shelves of a user interface. Each shelf specifies a property of the data visualization and the data visualization includes visual data marks corresponding to data values for data fields in a dataset. A user selects a subset of the visual data marks. A popup summary is displayed that includes data value distributions for several data fields. In the popup summary, a second user input is detected corresponding to a first data field whose data value distribution is displayed in the popup summary. In response, the method displays a moveable icon corresponding to the first data field. The method detects a third user input to place the interactive moveable icon in a shelf in the user interface. In response, a second data visualization is displayed according to placement of data fields, including the first data field.

Data visualization user interface with summary popup that includes interactive objects

A method displays a chart including visual marks representing a dataset. The chart is displayed according to contents of multiple shelf regions. The shelf regions determine characteristics of the chart. The method generates a visual analytic object by applying an analytic operation to the set of data represented by the visual marks, and displays the visual analytic object superimposed over the chart. The method detects user input to select the displayed visual analytic object and place an icon representing the visual analytic object onto a first shelf region. In response, the method updates the content of the first shelf region to associate it with the analytic operation corresponding to the visual analytic object and updates the chart according to the updated content of the first shelf region. This includes updating the chart based on values of the dataset represented by the visual marks relative to the analytic operation.

A method displays a chart that includes visual marks representing a data set, displayed according to contents of displayed shelf regions, which determine characteristics of the chart. The method detects selection of a plurality of visual marks, and visually emphasizes the selected plurality of visual marks. The method also detects a first input on one of the selected marks, and displays a moveable icon corresponding to the selected visual marks while maintaining display of the visual marks. The method detects a second input on the moveable icon, and moves the moveable icon over a first shelf region. Upon ceasing to detect the input, the method updates the content of the first shelf region based on the selected visual marks, and updates the chart in accordance with updated content of the first shelf region.

A device concurrently graphs a first data visualization and a second data visualization on a display. The first data visualization and the second data visualization share a common axis corresponding to a shared data field from a data source. The first data visualization comprises graphical marks corresponding to data values of a first data field from the data source and the second data visualization comprises graphical marks corresponding to data values of a second data field. A user moves a first graphical mark from a first location corresponding to an actual data value of the first data field to a second location, creating a first hypothetical value of the first data field. The device moves a second graphical mark in the second data visualization to an adjusted location corresponding to a computed hypothetical value for the second data field according to the first hypothetical value of the first data field.

Visual analysis of a dataset using linked interactive data visualizations

A method generates a graphical representation of a data source using a graphical user interface. The user interface includes a schema information region and a data visualization region. The schema information region includes field names associated with data fields. The data visualization region includes shelf regions that determine characteristics of a visual graphic. Each shelf region is configured to receive user placement of field names. The user selects field names and places each field name in a respective shelf region. The user edits a first shelf region, creating a first calculated element in the first shelf region. The first calculated element does not match any of the field names in the schema information region. The method generates a visual graphic based on the content of the shelf regions, including the user-selected field names and the first calculated element, and displays the visual graphic in the data visualization region.

Data visualization user interface for simplified custom calculations

A process displays a data visualization user interface on a computing device. Using the user interface, a user selects a data set and a set of configuration parameters. The parameters selected include (i) a first data field from the data set to define a first axis of a two-dimensional data visualization and (ii) a second data field to define a second axis of the data visualization. When the user selects the first axis, the interface displays an axis configuration window. The user selects the symmetric log axis scaling option for the first axis. The device retrieves the data set from a database according to the configuration parameters. The device then generates and displays the data visualization according to the configuration parameters, including scaling the first axis of the data visualization using a symmetric log transformation function and displaying axis tick marks on the first axis according to the scaling.

Symmetric log axis scaling for a data visualization user interface

An electronic device displays a chart, which includes visual marks that represent calculated values derived from a set of data, and panes formed by intersection of rows and columns. A current focus is on a first visual mark at a first position. The device concurrently displays a chart-calculations-options area, which includes display options for a type of calculation and a type of data partitioning. Visual marks in a first set of visual marks are visually distinguished from other visual marks. The first set of visual marks includes the first visual mark, and corresponds to a first selected option for a type of calculation and a first selected option for a type of data partitioning. The device detects an input that selects a second option for a type of data partitioning, and, in response, visually distinguishes visual marks in a second set of visual marks in accordance with the selection.

A method is performed at an electronic device with a display. On the display, the method displays a chart, which includes visual marks that represent a set of data. The chart also includes a first line and/or first band based on data in the set of data that corresponds to the displayed visual marks. The method detects one or more inputs that select a plurality (but less than all) of the displayed visual marks in the chart. In response to detecting the one or more inputs, the method displays a second line and/or second band based on data in the set of data that corresponds to the selected plurality of the displayed visual marks and maintains display of the chart and the first line and/or first band in the chart.

Systems and methods for providing adaptive analytics in a dynamic data visualization interface

Systems and methods for dynamically analyzing data in data visualizations are disclosed herein. The method displays a first data visualization based on a first plurality of data fields and a second data visualization based on a second plurality of data fields concurrently on the display. The method forms a mathematical model to represent a functional relationship between a first field of the first data fields and a second field of the second data fields. The method receives a user input on a displayed graphical mark at a first location corresponding to an actual value in the first data visualization, thereby moving the graphical mark to a second location corresponding to a hypothetical value. The method also adjusts a displayed location of a corresponding second graphical mark in the second data visualization using an adjusted value for the second field computed using the hypothetical value as input to the mathematical model.

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Bothell, WA, United States of America

Bora Beran