Abstract: Embodiments are directed to managing visualizations of data using a network computer. A modeling engine may provide a data model that includes a plurality of data objects and a display model that includes a plurality of display objects based on the plurality of data objects. Parameter action objects may be associated with display objects in the display model. In response to an activation of the parameter action objects, values associated with display objects may be assigned to the parameter associated with a parameter action object and actions associated with the parameter may be executed to modify the display model.

Abstract: Disclosed herein are techniques for automatically mitigating overlapping labels associated with pie charts. In particular, the techniques involve migrating positions of the labels in response to adjustments of the pie chart to ensure that the labels are distributed in a non-overlapping, uniform, and aesthetically-pleasing manner.

Abstract: Methods, apparatus and article of manufactures for providing seamless transitions between graphical images on a binary options interface. An user-input is received on a touch-sensitive display of the binary options interface. The user-input corresponds to a request for a transformation of a graphical image that is displayed on the binary options interface. The binary options interface is integrated into a mobile device. In response to the user-input, an updated graphical image is generated. The updated graphical image is displayed to replace the graphical image on the binary options interface. The graphical image to the updated graphical image comprises a continuously displayed image.

Abstract: Systems and methods are disclosed for financial planning based on actual cash positions for financial accounts associated with an entity and planned cash out and cash in amounts for the entity. In an embodiment, a system comprises a processor configured to render an interactive graphical user interface (“GUI”) on a display device. The GUI has a plurality of selectable, actionable user interface elements such as tabs. In an embodiment, the GUI comprises a first tab selectable to display actual and planned net amount information of a cash position and actual and planned net amount graphs, the net amount information being cash out amounts subtracted from cash in amounts. The GUI comprises a second tab operable to display actual and planned cash in amount information and actual and cash in amount graphs. In an embodiment, the GUI comprises a third tab operable to display actual and planned cash out amount information and actual and planned cash out amount graphs.

Abstract: A conditional parallel coordinate visualization system is provided. The system presents a parallel coordinate visualization that includes a set of parallel main axes that respectively correspond to a set of main dimensions. The system receives a first multivariate data including values at the set of main dimensions. The first multivariate data has a first additional data that includes values in a first set of sub-dimensions. The first set of sub-dimensions is associated with a first predicate value at a first predicate dimension in the set of main dimensions. The system presents the first multivariate data as a polyline that intersects the set of parallel main axes. Upon a selection of an option item, the system unfolds the parallel coordinate visualization to reveal a first set of parallel sub-axes that correspond to the first set of sub-dimensions. The system presents the first additional data at the first set of parallel sub-axes.

Abstract: A process builds a view of a dataset. The process displays a graphical user interface, including: a fields region; a visualization region; and a shelf region that includes multiple shelves. The process detects user input that moves a data field icon from the fields region into the visualization region. Upon ceasing to detect the user input, the process associates the data field icon with a first shelf according to its characteristics and characteristics corresponding to other data field icons, if any, previously associated with the shelves. The method further includes: (i) determining one or more chart types for visualizing a portion of the dataset based, at least in part, on the data field icon and its characteristics, and (ii) generating a graphical representation of the portion of the dataset in the visualization region using a first chart type selected from the one or more determined chart types.

Abstract: Behavior of an industrial system is communicated to an operator through graphical representations of gauges having a scale and pointer that represent parameters of the system. The pointer is positioned relative to the scale to indicate a measured parameter value. In various embodiments, when the parameter value is within operating limits, a first range is displayed that corresponds to the operating limits. When the parameter value has gone outside of the operating limits, the displayed range is changed, in various embodiments, to a second range that goes beyond the operating limits. A local visual indicator is also displayed, in particular embodiments, when the parameter value has gone outside of the operating limits. In a number of embodiments, such a tool can help to make the operator better aware of abnormal parameters of the system for early detection and correction of problematic operating conditions.

Abstract: A multi-dimensional graphic user interface displays selected types of information regarding items included in one or more databases or returned by a search in accordance with locations on a two-dimensional display area or projection of a three-dimensional space on a two-dimensional area and provides for selective display of information about respective items in a database (e.g. metadata) as additional dimensions of the display which may be suppressed and/or selectively introduced to avoid user distraction or obscuring information or for comparison between screens which may indicate to a user the degree to which a particular item may or may not be germane to an issue or particular subject matter of interest. The graphic user interface thus provides an effective tool for evaluating search results and organizing detailed review thereof.

Abstract: A method prepares data for analysis. The method displays a user interface including a data flow pane. The data flow pane includes a flow diagram having a plurality of nodes, each node having an intermediate set and specifying a primary operation. When a user selects a node, the user interface displays a change list pane with an ordered list of secondary operations performed at the node and a data pane with rows from an intermediate dataset of the node. When the user provides input to perform an additional secondary operation at the node, the user interface (i) performs the additional secondary operation, (ii) determines a logical ordering for the additional secondary operation based on the primary operation of the node, (iii) adds the additional secondary operation to the change list pane according to the logical ordering, and (iv) updates the data pane in accordance with the additional secondary operation.

Abstract: Systems and methods for normalizing and searching electronic data, such as chemical material property data, are disclosed. In one embodiment, a method includes receiving electronic data from a source. The electronic data is formatted in a source format. The method further includes converting the source data into a normalized format, and storing normalized electronic data in levels of a nested model. The method further includes receiving a search or browse query directed toward normalized properties in a first level of the nested model or a second level of the nested model, in any non-hierarchical order. The method also includes searching the nested model and causing for display on an electronic display one or more entities satisfying the query and maintaining the integrity of all parameters of the query across all selected properties queried in any non-hierarchical order.

Abstract: A method for visualizing flow direction in a distribution network includes receiving, on a hardware device, Geographic Information System (GIS) data corresponding to the distribution network from a GIS database. The distribution network includes equipment to facilitate distribution of a commodity over a distribution area, and the GIS data includes information relating to distribution of the commodity. Commodity vectorized measurement data indicative of at least a flow direction of the commodity over the distribution area is generated based, at least in part, on a comparison of a current measurement value of the commodity to a reference measurement value of the commodity. The commodity vectorized measurement data is dynamically displayed on a geographic map display including imagery representative of the distribution network contained in the GIS data.

Abstract: The purpose of the present invention is to provide a control device with which it is possible to verify the safety of a control system when an application is partially updated. Using a safety analysis unit which, accepting an architecture of control software and a fault mode per function block constituting the architecture as inputs, generates and evaluates a fault tree, the present invention determines whether or not there is a problem with the safety of the control software and thereby makes it possible to determine whether or not the control software is safe.

Abstract: Systems, methods, and computer-readable media for implementing a modulate runtime environment (MRTE) are described. The MRTE includes multiple layers that communicate with one another using messages that are routed by connectors. A computer system may implement an MTRE that includes a platform-specific visualization layer and a data layer, which may include a headless execution engine. The data layer may be implemented by multiple types of computing platforms, and the platform-specific visualization layer may be replaced for different computing platforms. Other embodiments may be described and/or claimed.

Abstract: Methods and systems described in this disclosure describe generating a travel smartlist. In some implementations, the system can receive a location of travel and a date associated with the travel. The system can generate objects based on the location of the travel and the date and can organize the objects by categories and timeframes, the timeframes being in relation to the date. The system can cause a graphical user interface to display objects associated with a first category horizontally and display objects associated with a second category horizontally below the objects associated with the first category when a first timeframe is selected.

Abstract: A node layout determining method and apparatus, a computing device, and a computer readable medium are disclosed. The node layout determining method comprises: laying out, for a node group comprising a plurality of nodes, the plurality of nodes in the node group according to a correspondence relationship among the nodes in the node group, to obtain relative coordinates of each of the plurality of nodes in the corresponding node group; determining a relationship among node groups according to the correspondence relationship among the nodes in a node database; laying out node groups in the node database according to the relationship among the node groups and numbers of nodes included in the node groups, to obtain group coordinates of each node group; and obtaining true coordinates of each node according to the relative coordinates of each node and the group coordinates of the node group to which the node belongs.

Abstract: The Web client includes: a component group searching unit which searches for a component group including a plurality of components that are aggregable as a same group among the plurality of components to be a display target; a display information arranging unit which arranges a display area for display information with respect to the searched component group and pieces of display information with respect to components that do not belong to the component group on a prescribed screen such that the display area and the pieces of display information of the components that do not belong to the component group do not overlap with each other; an in-group arranging unit which arranges pieces of display information with respect to the plurality of components included in the component group so as not to overlap with each other in the display area for display information with respect to the component group.

Abstract: A system for providing realtime medical data to a client device regardless of a type of a client device's platform. The system uses different types of connections to establish a connection between the client device and the system and to transfer realtime medical data between the client device and the system. For example, a Hypertext Transfer Protocol (HTTP) connection can be used to establish a connection between the client device and the system and a websocket connection can be used to transfer realtime medical data between the client device and the system. By using an HTTP connection, the system can initially establish a connection between the system and any client device compatible with an HTTP connection.

Abstract: Disclosed is a technique for generating a visualization module for use within a framework for generating for display an interactive visualization of event data based on a static visualization library. In an embodiment, a computer system receives from a developer instructions for formatting event data for use with a visualization library, and rendering the formatted event data with the visualization library. The computer system then generates a visualization module including the received instructions, the visualization module being executable by another computer system to generate and cause display of an interactive visualization of received event data, the interactive visualization being dynamically modifiable in response to a user input.

Abstract: A resource dependency system displays two dynamically interactive interfaces in a resource dependency user interface, a hierarchical resource repository and a dependency graph user interface. User interactions on each interface can dynamically update either interface. For example, a selection of a particular resource in the dependency graph user interface causes the system to update the dependency graph user interface to indicate the selection and also updates the hierarchical resource repository to navigate to the appropriate folder corresponding to the stored location of the selected resource. In another example, a selection of a particular resource in the hierarchical resource repository causes the system to update the hierarchical resource repository to indicate the selection and also updates the dependency graph user interface to display an updated graph, indicate the selection and, in some embodiments, focus on the selected resource by zooming into a portion of the graph.

Abstract: Techniques to provide recommended data visualizations or analytical operations are disclosed. In various embodiments, an indication is received of a set of data for which a data visualization or analytical operation is to be provided. The set of data is analyzed to determine one or more data attributes of the set of data. A data visualization or analytical method to be recommended is selected for the set of data, based at least in part on the determined one or more data attributes.

Abstract: Computer-readable media, methods, and systems are provided for creating an axis control for adjusting graphic objects with one or more visual properties bound to data. One or more graphic objects are displayed on a graphic user interface, and a visual property of the graphic object relating to size or position is selected to be associated with a data value. An association is created between the visual property and the data, and a new coordinate system for the object is created based on the data value associated with the property. An axis control is then generated as a representation of the new coordinate system. Adjustments to the size or position of the axis control automatically result in a proportional change in the property values of any displayed graphic object subject to the association.

Abstract: Examples discussed herein relate to rending lambdas in spreadsheet application, e.g., Microsoft Excel®. In an implementation, a method of rendering lambdas in a spreadsheet application is disclosed. The method includes accessing a data object corresponding to the lambda function. The data object includes a listing of metadata associated with the lambda function and one or more items of the metadata identify rendering functionality for the lambda function. The method further includes creating a visual representation of the lambda function based, at least in part, on the rendering functionality for the lambda function, and rendering, in the cell of the spreadsheet on a display screen of the computing device, the visual representation of the lambda function.

Abstract: Systems and methods for authenticating access to multiple data stores substantially in real-time are disclosed. The system may include a server coupled to a network, a client device in communication with the server via the network and a plurality of data stores. The server may authenticate access to the data stores and forward information from those stores to the client device. An exemplary authentication method may include receipt of a request for access to data. Information concerning access to that data is stored and associated with an identifier assigned to a client device. If the identifier is found to correspond to the stored information during a future request for access to the store, access to that store is granted.

Abstract: A method visualizes data sources. A user selects a data source, and the computer system displays a first data visualization according to placement of data fields in shelves of the user interface. The data visualization comprises visual data marks representing the data source. A user selects some of the data marks. In response, the system displays a metric window including a data metric object preview, a summary of the selected data marks, and setting controls. The user provides input to create the data metric object. In response, the system creates the data metric object, including: configuration parameters derived from the first data visualization; an initial extract from the data source according to the configuration parameters; and a schedule for recurring retrieval of data from the data source to update the extract. The system then displays a second data visualization according to the configuration parameters and the extract.

Abstract: A system for generating an architecture diagram includes an input processor, a machine learning processor, and an advice generator. The input processor is configured to receive, from a terminal, entity data associated with a plurality of entities of an architecture and path data associated with a plurality of paths that correspond to interconnections between the plurality of entities. The machine learning processor utilizes a training dataset to assess whether the entities defined by the entity data are correctly interconnected as defined by the path data. The advice generator receives the assessment from the machine learning processor, prepares a recommendation based on the assessment, and communicates the recommendation to the terminal. User feedback is represented in the training data to improve the relevancy of the recommendation.

Abstract: A method for operating a data processing system having a display screen on which a GUI is displayed is disclosed. The GUI has a plurality of configurations having different aspect ratios or numbers of pixels. The method includes providing a layout description and a runtime system that generates the GUI in response to the layout description and the display configuration. The layout description defines a first container having a plurality of components to be shown in the GUI within a first container space. Each component has a component layout description within the first container. The runtime system automatically allocates the first container space depending on the display configuration, and automatically divides the first container space into a plurality of component spaces. Each component is shown in a corresponding one of the component spaces. The first container space and the component spaces automatically change when the display configuration changes.

Abstract: Techniques are disclosed for a graphics processing unit (GPU) to process cubic Bezier curves, and render the cubic Bezier curves. In an example, the GPU receives a cubic Bezier curve. For example, a graphics pipeline of the GPU receives a plurality of corner points of a control polygon in the form of a patch primitive, the control polygon representing the cubic Bezier curve. The graphics pipeline tessellates the cubic Bezier curve into multiple quadratic Bezier curves, such that the multiple quadratic Bezier curves approximate the cubic Bezier curve. The number of quadratic Bezier curves generated in such a manner is adaptively based on a zoom level at which the cubic Bezier curve is to be displayed. For example, as and when the zoom level changes, new number of such quadratic Bezier curves are tessellated from the cubic Bezier curve. The quadratic Bezier curves are then rendered for display.

Abstract: A dynamic measuring system is described that comprises a measuring device. The measuring system has an acquisition unit and a post processing unit that is configured to post process the digital signal. The post processing unit has at least one signal correction filter being configured to be operated in at least two different modes for processing the digital signal. The signal correction filter has at least a first signal correction filter setting being used in a first mode and a second signal correction filter setting being used in a second mode. In addition, the measuring system has a switching unit that is configured to select the first mode or the second mode, the switching unit being configured to be operated dynamically based on an event in the data signal. The signal correction filter comprises time variable coefficients. Further, a method for probing a dynamic data signal is also described.

Abstract: In some implementations, a method includes: identifying, within first image data that corresponds to a first pose of a physical environment, a target physical object associated with a set of physical features that satisfies a mapping criterion for a computer-generated reality (CGR) object; assigning a secondary semantic label to the target physical object, wherein the secondary semantic label links the target physical object to the CGR object; and generating a CGR overlay associated with the CGR object based on one or more characteristics of the target physical object.

Abstract: A digital pathology system and associated method and computer program product provide a quantitative analysis of entire tissue slides as well as intuitive, effective, fast, and precise quantification of biomarker expressions across relevant areas of the entire tissue slides. The digital pathology system enables a novel workflow that allows the user to efficiently outline clinically relevant morphology in its entirety, including solid tumor areas. Quantitative analysis results are then efficiently and intuitively provided to the user for all tissue content (i.e., millions of cells) within seconds. This efficiency is made possible by a pre-computation step that computes and stores image analysis results for later retrieval. Visualizing vast amount of data effectively is another component of the system that provides information and confidence to the user about the biomarker expression levels.

Abstract: Techniques to improve the accuracy and speed for detection and remediation of difficult to test nodes in a circuit design netlist. The techniques utilize improved netlist representations, test point insertion, and trained neural networks.

Abstract: An appearance inspection device creates a combination of a first image which is a normal product image and a second image which is a product image as a comparison object, on the basis of a reference data set and a learning data set, and a machine learning device learns classification of a product corresponding to the second image as normal or not normal for the combination. The machine learning device observes the combination of the first image and the second image as a state variable representing a current state of an environment, acquires a label given to the second image as label data, and performs learning by associating the state variable with the label data.

Abstract: A method for operating a data processing system to provide a graphic visualization of a function is disclosed. The method includes causing the data processing system to present a first GUI to a user on a display associated with the data processing system, causing the data processing system to receive a text string that defines the function in terms of variable parameters and elementary functions, causing the data processing system to provide a list of the variable parameters, receiving user input specifying row and column parameters selected from the list of variable parameters, and generating a grid plot of the function on the display.

Abstract: One or more entities are selected for which logged Events are to be displayed in an Event Series Chart. One or more filters and a timeframe are selected. Events are fetched from one or more selected log files based on the one or more selected filters and the timeframe. The fetched Events are displayed in an Event Series Chart according to an associated timestamp and identification Event property value associated with each fetched Event.

Abstract: A display device displays device information in a navigation tree, whose nodes are each assigned to apparatus parts, apparatuses and/or apparatus groups, such that the apparatus information with a node that is superordinate both to the node which is assigned to a source of the apparatus information, and to a currently selected node.

Abstract: A dataflow programming language can be used to express reactive dataflow programs that can be used in pattern-driven real-time data analysis. One or more tools are provided for the dataflow programming language for checking syntactic and semantic correctness, checking logical correctness, debugging, translation of source code into a secure, portable format (e.g., packaged code), translation of source code (or packaged code) into platform-specific code, batch-mode interpretation, interactive interpretation, simulation and visualization of the dataflow environment, remote execution, monitoring, or any combination of these. These tools embody a method of developing, debugging, and deploying a dataflow graph device.

Abstract: A management assistance device includes a storage and a display controller. The storage stores management data of each of predetermined periods and comment information to be input by a user corresponding to a date. The display controller displays on a screen a chronological change of the management data as a graph. The display controller displays a predetermined mark at a position on the graph, the position corresponding to the date when the comment information is input, and, when the mark is selected by a user, displays on a screen the comment information corresponding to the date.

Abstract: Embodiments generally relate a nutrition graph. In some embodiments, a method includes retrieving content associated with food from one or more food data sources. The method further includes classifying the content into food and nutrients, where each food contains one or more nutrients. The method further includes retrieving content associated with health from one or more health data sources, where the content associated with health includes information on physiological characteristics. The method further includes determining one or more of the physiological characteristics associated with a person ingesting one or more of the nutrients. The method further includes mapping a particular food, one or more of the nutrients, and one or more of the physiological effects. The method further includes generating the nutrition graph based on the mapping.

Abstract: Various embodiments provide for associating a collection of media items with a graphical element. For instance, a system can: generate corpus data from a set of features of a collection of media content items; determine a set of candidate graphical elements for the collection of media content items based on the corpus data and further based on a set of first mappings associating at least one graphical element and at least one n-gram; determine a set of prediction scores corresponding to the set of candidate graphical elements based on the set of features; determine a ranking for the set of candidate graphical elements based on the set of prediction stores; select a set of predicted graphical elements, from the set of candidate graphical elements, based on the ranking; and provide the set of predicted graphical elements in association with the collection of media content items.

Abstract: This document describes techniques for suggesting actions based on machine learning. These techniques determine a task that a user desires to perform, and presents a user interface through which to perform the task. To determine this task, the techniques can analyze content displayed on the user device or analyze contexts of the user and user device. With this determined task, the techniques determine an action that may assist the user in performing the task. This action is further determined to be performable through analysis of functionalities of an application, which may or may not be executing or installed on the user device. With some subset of the application's functionalities determined, the techniques presents the subset of functionalities via the user interface. By so doing, the techniques enable a user to complete a task more easily, quickly, or using fewer computing resources.

Abstract: Systems and methods for generating, adjusting and/or evolving a visual personification of an AI interface for an AI application are provided. More specifically, the visual personification of the AI interface is generated, adjusted, and/or evolved based on one or more user inputs and/or the evaluation of other known user data. Accordingly, the generated, adjusted and/or evolved visual personification of an AI interface based on the user increases engagement, trust, and/or emotional connection with the user without requiring any AI interface setting changes by the user.

Abstract: In searching data on a network, a data set is retrieved from the network based on a search query. Relationships between data of the retrieved data set are determined and a visualization representing related data of the retrieved data set based on the determined relationships is generated and presented. The data of the retrieved data set is accessed based on a selection of represented data within the visualization.

Abstract: An information-processing method is provided, including a step of specifying first data clusters to which the first data each belongs and second data clusters to which the second data each belongs; a step of extracting the first data belonging to one of the first data clusters and the second data acquired at a corresponding time as correspondent data; a step of totalizing the number of pieces of correspondent data included in each of the second data clusters and calculating a total value for each cluster for the second data; and a step of specifying the second data clusters which are transition destinations of the correspondent data in a subsequent time and counting the number of pieces of transition destination data which is the correspondent data transitioning from each of the second data clusters which are transition sources to the second data clusters which are the transition destinations.

Abstract: A network security monitoring and correlation system for providing a three-dimensional visualization of network traffic overlaid with security alerts and other relevant discrete data. The system may comprise an application server communicably linked to a client. The server functions to retrieve network traffic metadata and relevant discrete data associated with individual computer hosts and connections in the monitored network, process the network traffic data by building a graph data structure, and then embedding within the graph data structure one or more layers of additional information about the individual computer hosts and connections derived from the discrete data. The client functions to produce a three-dimensional visualization of the network environment by parsing the graph data structure received from the server and then spawning computer hosts and connections in the 3-D environment.

Abstract: Techniques for identifying service paths for satisfying a service demand in a data communication network are disclosed. Aspects include identifying a plurality of vertices in a communications route cycle, the communications route cycle alternating through the plurality of vertices and a plurality of edges in a sequence; identifying a plurality of internal paths in the communications route cycle, each of the plurality of internal paths is disjoint to the plurality of edges; identifying a first internal path and a second internal path among the plurality of internal paths as a crossing pair of internal paths; detecting a failure of at least two edges among the plurality of edges; and identifying, based on the communications route cycle and the identified crossing pair of internal paths, a service path that satisfies the service demand in response to detecting the failure of the at least two edges.

Abstract: Systems and methods are provided for creating and managing a data integration workspace. The workspace may comprise one or more views of data (or datasets) stored in or accessible by the system. Models may be generated and updated based on the plurality of datasets and presented via a graphical user interface. Feedback received via a graphical user interface presenting a model may be used to annotate an underlying dataset associated with the model. Responsive to a modification of the underlying dataset or the rules for using the underlying dataset to generate the model, other related datasets and/or models may be automatically updated accordingly. Templates associated with one or more types of users may be defined. Each template may comprise one or more specific models related to a specific type of user.

Abstract: Systems, methods, and devices are described herein for handwritten diagram recognition using machine learning. A machine learning component receives a digitally encoded image having a handwritten diagram. The machine learning component localizes and classifies a plurality of objects within the handwritten diagram. A structure recognition component identifies connections between each symbol of the plurality of objects based on content of the respective object. A handwriting recognition component interprets one or more alphanumeric text strings within a portion of the plurality of objects. A digital structured model of the digitally encoded image is automatically generated, without human intervention. The digital structured model has the identified connections among the plurality of objects and is in a computer-readable editable format.

Abstract: A computer implemented method of assessing sub-graphs proposed for constructing a concept map, comprising using one or more processors for executing code for receiving a proposed sub-graph from one or more user client terminals used by users, where the proposed sub-graph comprises concept nodes and edges defining conceptual relationship between the concept nodes and searching a database comprising stored sub-graphs to determine a match of the proposed sub-graph with one of the stored sub-graphs each associated with a stored feedback record. In case of a match, selecting the stored feedback record associated with a matching stored sub-graph and in case of no-match, forwarding the proposed sub-graph to a reviewer client terminal of reviewer(s) and receiving from the reviewer client terminal(s) a generated feedback record and responding to the user client terminal(s) with the selected stored feedback record or the generated feedback record according to the match.

Abstract: Techniques herein minimize memory needed to store distances between vertices of a graph for use during a multi-source breadth-first search (MS-BFS). In an embodiment, during each iteration of a first sequence of iterations of a MS-BFS, a computer updates a first matrix that contains elements that use a first primitive integer type having a first width to record a distance from a source vertex of a graph to another vertex. The computer detects that a count of iterations of the first sequence of iterations exceeds a threshold. Responsively, the computer creates a second matrix that contains elements that use a second primitive integer type having a second width that is larger than the first width to record a distance from a source vertex of the graph to another vertex. During each iteration of a second sequence of iterations of the MS-BFS, the computer updates the second matrix.

Abstract: A set of transition characteristics can be identified. The set of transition characteristics can include continuities and discontinuities between data fields and data visualization channels among a plurality of data visualizations. The set of transition characteristics can be identified by analyzing the plurality of data visualizations and identifying similarities and differences among the data fields and the data visualization channels. A distribution of the data fields and the data visualization channels across the plurality of data visualizations can be determined. A collection of the data visualizations can be determined based on the distribution of the data fields and the data visualization channels across the plurality of data visualizations. The collection of the data visualizations can include at least a subset of the plurality of data visualizations.