CN117473950A - Data display method and device, readable medium and electronic equipment - Google Patents

Data display method and device, readable medium and electronic equipment Download PDF

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Publication number
CN117473950A
CN117473950A CN202311533395.7A CN202311533395A CN117473950A CN 117473950 A CN117473950 A CN 117473950A CN 202311533395 A CN202311533395 A CN 202311533395A CN 117473950 A CN117473950 A CN 117473950A
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data
data dimension
bubble
dimension
determining
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张越
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Beijing Zitiao Network Technology Co Ltd
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Beijing Zitiao Network Technology Co Ltd
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Publication of CN117473950A publication Critical patent/CN117473950A/en
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/103—Formatting, i.e. changing of presentation of documents
    • G06F40/106—Display of layout of documents; Previewing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/166—Editing, e.g. inserting or deleting
    • G06F40/177—Editing, e.g. inserting or deleting of tables; using ruled lines
    • G06F40/18—Editing, e.g. inserting or deleting of tables; using ruled lines of spreadsheets
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/451—Execution arrangements for user interfaces

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Human Computer Interaction (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

The disclosure relates to a data display method, a device, a readable medium and an electronic apparatus, wherein the method comprises the following steps: in response to a data dimension configuration operation of the data table, determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation; and displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension, wherein the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension. In the method, the aggregate bubble map is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension, so that each bubble in the aggregate bubble map represents all the pieces of row data in the first data dimension and the second data dimension in the grouping mode, and therefore the data relation among a plurality of data rows can be reflected by comparing different bubbles, and the visual requirement of a user is better met.

Description

Data display method and device, readable medium and electronic equipment
Technical Field
The disclosure relates to the technical field of computers, and in particular relates to a data display method, a data display device, a readable medium and electronic equipment.
Background
Bubble charts are the most common type of charts in data visualization charts, and can intuitively display data from three dimensions, namely a horizontal axis, a vertical axis and bubble size.
When generating a bubble chart based on a data table, the related technology generally generates bubbles according to each data line of the data table, and the generation mode has certain limitation and cannot better meet the visual requirements of users.
Disclosure of Invention
This summary is provided to introduce a selection of concepts in a simplified form that are further described below in the detailed description. This summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
In a first aspect, the present disclosure provides a data display method, the method comprising:
determining a first data dimension and a second data dimension corresponding to a data dimension configuration operation of a data table in response to the data dimension configuration operation, wherein the first data dimension is different from the second data dimension;
and displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension, wherein the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension.
In a second aspect, the present disclosure provides a data display apparatus, the apparatus comprising:
the first determining module is used for responding to the data dimension configuration operation of the data table and determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation, wherein the first data dimension is different from the second data dimension;
the first display module is used for displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension, wherein the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension.
In a third aspect, the present disclosure provides a computer readable medium having stored thereon a computer program which, when executed by a processing device, implements the steps of the method of any of the first aspects.
In a fourth aspect, the present disclosure provides an electronic device comprising:
a storage device having a computer program stored thereon;
processing means for executing said computer program in said storage means to carry out the steps of the method according to any one of the first aspects.
Through the technical scheme, the data dimension of the data table can be configured to obtain the first data dimension and the second data dimension, and the aggregation bubble diagram corresponding to the data table is displayed according to the first data dimension and the second data dimension. Because the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the data table according to the second data dimension, each bubble in the aggregation bubble diagram represents all the row data in the first data dimension and the second data dimension in a grouping way, and therefore the data relation among a plurality of data rows (the data relation in the double dimension) can be reflected by comparing different bubbles, and the multi-dimension visual requirement of a user is better met. In addition, the bubbles in the aggregated bubble diagram can directly reflect the data relationship among a plurality of data rows, so that additional processing on the aggregated bubble diagram is not needed, the complexity of the visualization operation is reduced, and the user experience is improved.
Additional features and advantages of the present disclosure will be set forth in the detailed description which follows.
Drawings
The above and other features, advantages, and aspects of embodiments of the present disclosure will become more apparent by reference to the following detailed description when taken in conjunction with the accompanying drawings. The same or similar reference numbers will be used throughout the drawings to refer to the same or like elements. It should be understood that the figures are schematic and that elements and components are not necessarily drawn to scale. In the drawings:
FIG. 1 is a schematic diagram illustrating bubble polymerization in a related art according to an exemplary embodiment of the present disclosure;
FIG. 2 is a flow chart illustrating a data display method according to an exemplary embodiment of the present disclosure;
FIG. 3 is a schematic diagram of configuring a first data dimension and a second data dimension in a configuration page, according to an exemplary embodiment of the present disclosure;
FIG. 4 is a schematic diagram of another configuration of a first data dimension and a second data dimension in a configuration page, according to an exemplary embodiment of the present disclosure;
FIG. 5 is a schematic diagram showing a diagram of aggregated bubbles, according to an exemplary embodiment of the present disclosure;
FIG. 6 is a flow chart illustrating a determination of bubble data from a first data dimension and a second data dimension according to an exemplary embodiment of the present disclosure;
fig. 7 is a block diagram illustrating a structure of a data display device according to an exemplary embodiment of the present disclosure;
fig. 8 is a schematic structural view of an electronic device according to an exemplary embodiment of the present disclosure.
Detailed Description
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure have been shown in the accompanying drawings, it is to be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein, but are provided to provide a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for illustration purposes only and are not intended to limit the scope of the present disclosure.
It should be understood that the various steps recited in the method embodiments of the present disclosure may be performed in a different order and/or performed in parallel. Furthermore, method embodiments may include additional steps and/or omit performing the illustrated steps. The scope of the present disclosure is not limited in this respect.
The term "including" and variations thereof as used herein are intended to be open-ended, i.e., including, but not limited to. The term "based on" is based at least in part on. The term "one embodiment" means "at least one embodiment"; the term "another embodiment" means "at least one additional embodiment"; the term "some embodiments" means "at least some embodiments. Related definitions of other terms will be given in the description below.
It should be noted that the terms "first," "second," and the like in this disclosure are merely used to distinguish between different devices, modules, or units and are not used to define an order or interdependence of functions performed by the devices, modules, or units.
It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those of ordinary skill in the art will appreciate that "one or more" is intended to be understood as "one or more" unless the context clearly indicates otherwise.
The names of messages or information interacted between the various devices in the embodiments of the present disclosure are for illustrative purposes only and are not intended to limit the scope of such messages or information.
It will be appreciated that prior to using the technical solutions disclosed in the embodiments of the present disclosure, the user should be informed and authorized of the type, usage range, usage scenario, etc. of the personal information related to the present disclosure in an appropriate manner according to the relevant legal regulations.
For example, in response to receiving an active request from a user, a prompt is sent to the user to explicitly prompt the user that the operation it is requesting to perform will require personal information to be obtained and used with the user. Thus, the user can autonomously select whether to provide personal information to software or hardware such as an electronic device, an application program, a server or a storage medium for executing the operation of the technical scheme of the present disclosure according to the prompt information.
As an alternative but non-limiting implementation, in response to receiving an active request from a user, the manner in which the prompt information is sent to the user may be, for example, a popup, in which the prompt information may be presented in a text manner. In addition, a selection control for the user to select to provide personal information to the electronic device in a 'consent' or 'disagreement' manner can be carried in the popup window.
It will be appreciated that the above-described notification and user authorization process is merely illustrative and not limiting of the implementations of the present disclosure, and that other ways of satisfying relevant legal regulations may be applied to the implementations of the present disclosure.
Meanwhile, it can be understood that the data (including but not limited to the data itself, the acquisition or the use of the data) related to the technical scheme should conform to the requirements of the corresponding laws and regulations and related regulations.
As to the background art, when generating the bubble map based on the data table, the related art generally generates bubbles according to each data line of the data table, and the generation mode has a certain limitation and cannot better meet the visualization requirement of the user.
Specifically, since each bubble in the bubble map represents one data row of the data table, by comparing different bubbles, only the data relationship between different data rows can be reflected. When it is desired to reflect the data relationships between the data rows, additional processing of the bubble map or reflection based on other visualization operations is required, increasing the complexity of the visualization operations.
In order to overcome the technical problems, a bubble map aggregation concept is proposed in the related art, that is, bubbles in a bubble map are aggregated to obtain a bubble map capable of reflecting data relationships between different data rows. However, when the bubbles in the bubble graph are polymerized, the related technology can only polymerize based on one data dimension in the data table, and in the polymerization process, the data corresponding to other data dimensions in the data table can only be numerical data, so that the visual requirement of a user still cannot be met well. For example, as shown in fig. 1, when text type data exists in the data table, when bubble aggregation is performed, an error is reported and a prompt message is displayed.
In view of the above, embodiments of the present disclosure provide a data display method, apparatus, readable medium and electronic device, so as to solve the above technical problems.
Embodiments of the present disclosure are further explained below with reference to the drawings.
Fig. 2 is a flowchart illustrating a data display method according to an exemplary embodiment of the present disclosure, and referring to fig. 2, the method may include the steps of:
s201: and determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation in response to the data dimension configuration operation of the data table, wherein the first data dimension is different from the second data dimension.
It should be appreciated that the first data dimension and the second data dimension may be determined from the data dimensions contained in the data table, which is not subject to any limitation by embodiments of the present disclosure.
Illustratively, the data table contains data dimensions of a product dimension (e.g., product color, product brand or model number, etc.), a geographic dimension (e.g., country, city, or street address, etc.), a channel dimension (e.g., sales channel, marketing channel, or transmission channel, etc.), and a time dimension (e.g., year, season, month, etc.). Correspondingly, the first data dimension may be a product dimension, the second data dimension may be a channel dimension, or the first data dimension may be a channel dimension, the second data dimension may be a geographic dimension, or the like.
S202: and displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension, wherein the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension.
Through the technical scheme, the data dimension of the data table can be configured to obtain the first data dimension and the second data dimension, and the aggregation bubble diagram corresponding to the data table is displayed according to the first data dimension and the second data dimension. Because the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the data table according to the second data dimension, each bubble in the aggregation bubble diagram represents all the row data in the first data dimension and the second data dimension in a grouping way, and therefore the data relation among a plurality of data rows can be reflected by comparing different bubbles, and the visual requirement of a user is better met. In addition, the bubbles in the aggregated bubble diagram can directly reflect the data relationship among a plurality of data rows, so that additional processing on the aggregated bubble diagram is not needed, the complexity of the visualization operation is reduced, and the user experience is improved.
It should be understood that the data table may be a data table created in an electronic document or a data table created in a spreadsheet, which is not limited in any way by the embodiments of the present disclosure.
When the data table is a data table created in an electronic document, the determining, in response to a data dimension configuration operation of the data table, a first data dimension and a second data dimension corresponding to the data dimension configuration operation may include:
displaying a document editing interface, wherein the created data table is displayed in the document editing interface; and in response to the data dimension configuration operation on the data table in the document editing interface, determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation.
When the data table is a data table created in a spreadsheet, the determining, in response to a data dimension configuration operation of the data table, a first data dimension and a second data dimension corresponding to the data dimension configuration operation may include:
displaying a table editing interface, wherein the created data table is displayed in the table editing interface; and in response to a data dimension configuration operation on the data table in the table editing interface, determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation.
The data dimension configuration operation of the data table in the table editing interface may be the same as the data dimension configuration operation of the data table in the document editing interface, or may be different from the data dimension configuration operation of the data table in the document editing interface, which is not limited in any way by the embodiments of the present disclosure.
In a possible implementation manner, the determining, in response to a data dimension configuration operation of the data table, a first data dimension and a second data dimension corresponding to the data dimension configuration operation may include:
responding to the editing operation of the data table, and displaying a configuration page for configuring the data dimension; and responding to the data dimension configuration operation in the configuration page, and determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation.
The editing operation of the data table may be a clicking operation, a long-pressing operation, a selecting operation or triggering a control related to the data table, so as to display a configuration page for configuring a data dimension, which is not limited in any way by the embodiments of the present disclosure.
In a possible implementation manner, the displaying the configuration page for configuring the data dimension in response to the editing operation on the data table may include:
Displaying a non-aggregated bubble map in response to a trigger operation of a first creation control of the data table for creating the non-aggregated bubble map, and displaying the configuration page in response to a trigger operation of the non-aggregated bubble map, wherein each bubble in the non-aggregated bubble map is generated from each data row in the data table; or, in response to a trigger operation of a second creation control of the data table for creating the aggregated bubble map, displaying the configuration page.
The first creation control/the second creation control can be represented by a control name or a control identifier. The triggering operation of the first creation control/second creation control/non-aggregated bubble map may be a click operation or a long press operation performed on the first creation control/second creation control/non-aggregated bubble map, which is not limited in any way by the embodiments of the present disclosure. In a possible implementation manner, the control name "non-aggregation bubble chart" may be used to represent the first creation control, a clicking operation is performed on the "non-aggregation bubble chart", the non-aggregation bubble chart is displayed, a clicking operation is performed on the non-aggregation bubble chart, and a configuration page is displayed. Or the control name of "aggregate bubble chart" can be used for representing the second creation control, clicking operation is performed on the "aggregate bubble chart", and the configuration page is displayed.
After the configuration page is displayed, configuration operation of the data dimension can be performed in the configuration page according to actual conditions, so that the first data dimension and the second data dimension are determined according to the configuration operation.
In a possible implementation manner, the determining, in response to the data dimension configuration operation in the configuration page, a first data dimension and a second data dimension corresponding to the data dimension configuration operation may include:
responding to a first input operation of a first data dimension input control in the configuration page, and determining a data dimension corresponding to the first input operation as a first data dimension; and responding to a second input operation of a second data dimension input control in the configuration page, and determining the data dimension corresponding to the second input operation as a second data dimension.
Illustratively, as shown in FIG. 3, the document editing page displays a configuration page, and the configuration page displays a first data dimension input box and a second data dimension input box therein, the first data dimension of the configuration being obtained by inputting a target data dimension in the first data dimension input box, such as "origin" in the input data table. The configured second data dimension is obtained by entering the target data dimension in the second data dimension entry box, e.g., entering the "agricultural product" in the data table.
In a possible implementation manner, the determining, in response to the data dimension configuration operation in the configuration page, a first data dimension and a second data dimension corresponding to the data dimension configuration operation may include:
responding to a triggering operation of a first data dimension selection control in the configuration page, displaying preset data dimensions, responding to a first selection operation in the preset data dimensions, and determining the data dimension corresponding to the first selection operation as the first data dimension, wherein the preset data dimension is determined according to the data table; and responding to the triggering operation of a second data dimension selection control in the configuration page, displaying the preset data dimension, and responding to the second selection operation in the preset data dimension, and determining the data dimension corresponding to the second selection operation as the second data dimension.
For example, as shown in fig. 4, the table editing page displays a configuration page, a first data dimension selection frame and a second data dimension selection frame are displayed in the configuration page, a drop-down control is set in each of the first data dimension selection frame and the second data dimension selection frame, a preset data dimension is displayed by clicking the drop-down control, and a target data dimension information to be set is clicked in the preset data dimension to obtain the first data dimension or the second data dimension. For example clicking "place of origin" in a preset data dimension, resulting in a second data dimension.
Through the configuration process, the first data dimension and the second data dimension of the data table can be obtained, so that the aggregation bubble diagram corresponding to the data table can be determined according to the first data dimension and the second data dimension and displayed on the document editing page or the table editing page.
In a possible implementation manner, the displaying, according to the first data dimension and the second data dimension, the aggregated bubble map corresponding to the data table may include:
and responding to the triggering operation of the data aggregation control, and displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension.
It should be appreciated that the aggregate control may be represented by a control name or by a control identifier. The triggering operation on the aggregation control may be a click operation or a sliding operation performed on the aggregation control, which is not limited in any way by the embodiments of the present disclosure. It should be further understood that the display position of the aggregation control may also be set according to the actual situation, which is not limited in any way by the embodiments of the present disclosure. In possible implementations, the aggregation control may be displayed on a form editing page or on a configuration page.
For example, as shown in fig. 5, an aggregation control "summary" is displayed in the configuration page, and by clicking on "summary", an aggregation bubble map corresponding to the data table is displayed.
In a possible implementation manner, the displaying, according to the first data dimension and the second data dimension, the aggregated bubble map corresponding to the data table may include:
determining a plurality of bubble display patterns according to grouping information of data in the data table in the first data dimension, wherein each bubble display pattern corresponds to one piece of grouping information in the first data dimension; determining a plurality of bubble display tags according to grouping information of data in the data table in the second data dimension, wherein each bubble display tag corresponds to grouping information in the second data dimension; and displaying an aggregate bubble diagram corresponding to the data table according to the bubble display patterns and the bubble display labels, wherein in the aggregate bubble diagram, bubbles corresponding to the same grouping data in the first data dimension have the same bubble display pattern, and bubble display labels corresponding to the same grouping data in the second data dimension are the same.
For example, as shown in FIG. 5, a first data dimension may be set as the origin and a second data dimension set as the agricultural product. After grouping the data in the data table according to the first data dimension, the region a data, the region B data and the region C data can be obtained. Accordingly, the display pattern of the bubbles may be set to 3 as shown in fig. 5, in which dark gray bubbles correspond to the C region data, white bubbles correspond to the a region data, and light gray bubbles correspond to the B region data. After grouping the data in the data table according to the second data dimension, wheat group data and soybean group data can be obtained. Accordingly, the bubble display tab may be set to 2 as shown in fig. 5.
In a possible embodiment, the method may further include:
responding to the bubble attribute configuration operation of the data table, and determining a third data dimension corresponding to each coordinate axis in the bubble chart and a fourth data dimension corresponding to the bubble size in the bubble chart;
correspondingly, displaying the aggregated bubble map corresponding to the data table according to the first data dimension and the second data dimension may include:
determining a plurality of groups of bubble data obtained by grouping each group of data in the data table under the first data dimension according to the second data dimension; determining a first data accumulation sum in the third data dimension and a second data accumulation sum in the fourth data dimension for each group of the bubble data, determining the coordinate position of the bubble according to the first data accumulation sum, and determining the bubble size of the bubble according to the second data accumulation sum; and displaying an aggregate bubble chart corresponding to the data table according to the coordinate positions and the bubble sizes corresponding to each group of bubble data.
It should be understood that the bubble map is a visual display of data from three dimensions, the horizontal axis, the vertical axis, and the bubble size. By configuring the attributes of the bubbles, the transverse axis and the longitudinal axis of each bubble and the data dimension corresponding to the size of the bubble can be determined, so that the data in the data table can be visually displayed according to the configured data dimension.
It should also be appreciated that bubble data is grouped by the second data dimension for each group of data in the first data dimension in the data table, so that each group of bubble data contains all row data satisfying the first data dimension and the second data dimension grouping. And one group of bubble data corresponds to one bubble, so that for each group of bubble data, the bubble coordinate position corresponding to the group of bubble data can be obtained by calculating the data accumulation sum under the data dimension corresponding to the coordinate axis; and calculating the data accumulation sum under the data dimension corresponding to the bubble size to obtain the bubble size corresponding to the group of bubble data. From this, the aggregate bubble map corresponding to the data table can be determined according to the coordinate position and bubble size corresponding to each set of bubble data.
Illustratively, as shown in FIG. 5, the first data dimension is set to the origin and the second data dimension is set to the agricultural product. Then grouping each group data in the first data dimension in the data table according to the second data dimension to obtain 6 groups of bubble data, which are the A region-wheat group bubble data, the A region-soybean group bubble data, the B region-wheat group bubble data, the B region-soybean group bubble data, the C region-wheat group bubble data and the C region-soybean group bubble data respectively. And each group of bubble data comprises two data rows, so that the air bubble abscissa, the air bubble ordinate and the air bubble size corresponding to the group of bubble data can be obtained by accumulating the data in the same data dimension in the two data rows corresponding to each group of bubble data. For example, the a region-wheat group bubble data corresponds to the fourth data row and the tenth data row in the data table, the bubble abscissa 7780 corresponding to the a region-wheat group bubble data can be obtained by adding the data in the income dimension, the bubble ordinate 3000 corresponding to the a region-wheat group bubble data can be obtained by adding the data in the cost dimension, and the bubble size 8700 corresponding to the a region-wheat group bubble data can be obtained by adding the data in the sales dimension.
In a possible implementation manner, the determining, by using the first data dimension, multiple groups of bubble data obtained by grouping each group of data in the first data dimension in the data table according to the second data dimension may be as shown in fig. 6, where n is a positive integer greater than 2, and includes:
grouping the data in the data table according to the first data dimension to obtain a plurality of groups of category data; and grouping each group of the category data according to the second data dimension to obtain a plurality of groups of bubble data.
Illustratively, as shown in FIG. 5, the first data dimension is set to the origin and the second data dimension is set to the agricultural product. Accordingly, the data in the data table is grouped according to the place of production, and 3 groups of category data, namely the a region category data, the B region category data and the C region category data, can be obtained. And grouping each group of category data according to agricultural products to obtain 6 groups of bubble data, wherein the bubble data are area A-wheat group bubble data, area A-soybean group bubble data, area B-wheat group bubble data, area B-soybean group bubble data, area C-wheat group bubble data and area C-soybean group bubble data respectively.
In a possible implementation manner, the displaying the aggregated bubble chart corresponding to the data table may include:
When the non-polymerized bubble diagram is displayed, the non-polymerized bubble diagram is displayed in a hidden mode while the polymerized bubble diagram is displayed; or when the non-polymerization bubble diagram is displayed, updating the non-polymerization bubble diagram into the polymerization bubble diagram for display.
By the technical scheme, the non-aggregation bubble diagram can be hidden or updated to be an aggregation bubble diagram, so that only one aggregation bubble diagram can be displayed in a document editing page or a table editing interface. The method and the device avoid the blocking of excessive bubble diagrams on other contents in the document editing page or the table editing interface, and improve the user experience.
In a possible embodiment, the method may further comprise:
and responding to a hovering operation or a selecting operation of bubbles in the aggregated bubble graph, displaying data attribute information corresponding to the bubbles, wherein the data attribute information comprises grouping information of the bubbles under the first data dimension and grouping information of the bubbles under the second data dimension.
It should be understood that, although the data attribute information of the bubble may be reflected by the bubble display style and the bubble display tag, when the bubble display style and the bubble display tag are excessive, it is difficult to quickly determine the data attribute information of the bubble from only the bubble display style and the bubble display tag. Therefore, in the embodiment, when the bubble is selected or the mouse is selected and suspended on the bubble, the attribute information of the bubble is directly displayed, so that the data attribute information of the bubble can be conveniently and rapidly checked, and the user experience is improved.
Based on the same concept, the embodiments of the present disclosure further provide a data display apparatus, as shown in fig. 7, the apparatus 700 may include:
a first determining module 701, configured to determine, in response to a data dimension configuration operation of a data table, a first data dimension and a second data dimension corresponding to the data dimension configuration operation;
the first display module 702 is configured to display an aggregate bubble map corresponding to the data table according to the first data dimension and the second data dimension, where the aggregate bubble map is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension.
Through the data display device, the data dimension of the data table can be configured to obtain the first data dimension and the second data dimension, and the aggregation bubble diagram corresponding to the data table is displayed according to the first data dimension and the second data dimension. Because the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the data table according to the second data dimension, each bubble in the aggregation bubble diagram represents all the row data in the first data dimension and the second data dimension in a grouping way, and therefore the data relation among a plurality of data rows can be reflected by comparing different bubbles, and the visual requirement of a user is better met. In addition, the bubbles in the aggregated bubble diagram can directly reflect the data relationship among a plurality of data rows, so that additional processing on the aggregated bubble diagram is not needed, the complexity of the visualization operation is reduced, and the user experience is improved.
In a possible implementation manner, the first determining module 701 may include:
the first display sub-module is used for displaying a document editing interface or a table editing interface, wherein the created data table is displayed in the document editing interface or the table editing interface;
and the first determining submodule is used for responding to the data dimension configuration operation on the data table in the document editing interface or the table editing interface and determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation.
In a possible implementation manner, the first determining module 701 may include:
the second display sub-module is used for responding to the editing operation of the data table and displaying a configuration page for configuring the data dimension;
and the second determining submodule is used for responding to the data dimension configuration operation in the configuration page and determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation.
In a possible implementation manner, the second display sub-module may include:
a first display unit configured to display a non-aggregated bubble map in response to a trigger operation of a first creation control of the data table for creating the non-aggregated bubble map, and to display the configuration page in response to a trigger operation of the non-aggregated bubble map, wherein each bubble in the non-aggregated bubble map is generated according to each data row in the data table; or, the configuration page is displayed in response to a trigger operation of a second creation control of the data table for creating the aggregated bubble chart.
In a possible embodiment, the first display unit may include:
a first display subunit, configured to, when the non-polymerized bubble chart is displayed, display the polymerized bubble chart while hiding the non-polymerized bubble chart; or when the non-polymerization bubble diagram is displayed, updating the non-polymerization bubble diagram into the polymerization bubble diagram for display.
In a possible embodiment, the second determining sub-module may include:
the first determining unit is used for responding to a first input operation of a first data dimension input control in the configuration page, and determining a data dimension corresponding to the first input operation as a first data dimension;
and the second determining unit is used for responding to a second input operation of a second data dimension input control in the configuration page and determining a data dimension corresponding to the second input operation as a second data dimension.
In a possible embodiment, the second determining sub-module may include:
the third determining unit is used for responding to the triggering operation of the first data dimension selection control in the configuration page, displaying preset data dimensions, responding to the first selection operation in the preset data dimensions and determining the data dimension corresponding to the first selection operation as the first data dimension, wherein the preset data dimension is determined according to the data table;
The fourth determining unit is used for responding to the triggering operation of the second data dimension selection control in the configuration page, displaying the preset data dimension, responding to the second selection operation in the preset data dimension, and determining the data dimension corresponding to the second selection operation as the second data dimension.
In a possible implementation manner, the first display module 702 may include:
and the third display sub-module is used for responding to the triggering operation of the data aggregation control and displaying the aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension.
In a possible implementation manner, the first display module 702 may include:
a third determining submodule, configured to determine a plurality of bubble display patterns according to grouping information of data in the data table in the first data dimension, where each bubble display pattern corresponds to one piece of grouping information in the first data dimension;
a fourth determining submodule, configured to determine a plurality of bubble display tags according to grouping information of data in the second data dimension in the data table, where each bubble display tag corresponds to one piece of grouping information in the second data dimension;
And the fourth display sub-module is used for displaying an aggregate bubble diagram corresponding to the data table according to the bubble display patterns and the bubble display labels, wherein in the aggregate bubble diagram, bubbles corresponding to the same grouping data in the first data dimension have the same bubble display pattern, and the bubble display labels corresponding to the same grouping data in the second data dimension are the same.
In a possible embodiment, the apparatus 700 further comprises:
the second determining module is used for determining a third data dimension corresponding to each coordinate axis in the bubble chart and a fourth data dimension corresponding to the bubble size in the bubble chart in response to the bubble attribute configuration operation of the data table;
accordingly, the first display module 702 may include:
a fifth determining submodule, configured to determine a plurality of groups of bubble data obtained by grouping each group of data in the first data dimension according to the second data dimension in the data table;
a sixth determining submodule, configured to determine, for each set of the bubble data, a first data cumulative sum in the third data dimension and a second data cumulative sum in the fourth data dimension, determine a coordinate position of the bubble according to the first data cumulative sum, and determine a bubble size of the bubble according to the second data cumulative sum;
And a fifth display sub-module, configured to display an aggregate bubble map corresponding to the data table according to the coordinate position and the bubble size corresponding to each group of the bubble data.
In a possible embodiment, the fifth determining sub-module may include:
a fifth determining unit, configured to group the data in the data table according to the first data dimension, so as to obtain multiple groups of category data;
and a sixth determining unit, configured to group each group of the category data according to the second data dimension, so as to obtain multiple groups of bubble data.
In a possible embodiment, the apparatus 700 may further include:
the second display module is used for responding to hovering operation or selecting operation of bubbles in the aggregated bubble graph and displaying data attribute information corresponding to the bubbles, wherein the data attribute information comprises grouping information of the bubbles under the first data dimension and grouping information of the bubbles under the second data dimension.
Based on the same conception, the embodiments of the present disclosure also provide a computer readable medium having stored thereon a computer program which, when executed by a processing device, implements the steps of the method of any of the first aspects.
Based on the same concept, the embodiments of the present disclosure also provide an electronic device, including:
a storage device having a computer program stored thereon;
processing means for executing said computer program in said storage means to carry out the steps of the method according to any one of the first aspects.
Referring now to fig. 8, a schematic diagram of an electronic device 800 suitable for use in implementing embodiments of the present disclosure is shown. The terminal devices in the embodiments of the present disclosure may include, but are not limited to, mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), and the like, and stationary terminals such as digital TVs, desktop computers, and the like. The electronic device shown in fig. 8 is merely an example and should not be construed to limit the functionality and scope of use of the disclosed embodiments.
As shown in fig. 8, the electronic device 800 may include a processing means (e.g., a central processor, a graphics processor, etc.) 801, which may perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 802 or a program loaded from a storage means 808 into a Random Access Memory (RAM) 803. In the RAM 803, various programs and data required for the operation of the electronic device 800 are also stored. The processing device 801, the ROM 802, and the RAM 803 are connected to each other by a bus 804. An input/output (I/O) interface 805 is also connected to the bus 804.
In general, the following devices may be connected to the I/O interface 805: input devices 806 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, and the like; an output device 807 including, for example, a Liquid Crystal Display (LCD), speakers, vibrators, etc.; storage 808 including, for example, magnetic tape, hard disk, etc.; communication means 809. The communication means 809 may allow the electronic device 800 to communicate wirelessly or by wire with other devices to exchange data. While fig. 8 shows an electronic device 800 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead.
In particular, according to embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a non-transitory computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network via communication device 809, or installed from storage device 808, or installed from ROM 802. The above-described functions defined in the methods of the embodiments of the present disclosure are performed when the computer program is executed by the processing device 801.
It should be noted that the computer readable medium described in the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present disclosure, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
In some implementations, communications may be made using any currently known or future developed network protocol, such as HTTP (HyperText Transfer Protocol ), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.
The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device.
The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: in response to a data dimension configuration operation of a data table, determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation;
and displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension, wherein the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension.
Computer program code for carrying out operations of the present disclosure may be written in one or more programming languages, including, but not limited to, an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The modules described in the embodiments of the present disclosure may be implemented in software or hardware. The name of a module does not in some cases define the module itself.
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. The machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by persons skilled in the art that the scope of the disclosure referred to in this disclosure is not limited to the specific combinations of features described above, but also covers other embodiments which may be formed by any combination of features described above or equivalents thereof without departing from the spirit of the disclosure. Such as those described above, are mutually substituted with the technical features having similar functions disclosed in the present disclosure (but not limited thereto).
Moreover, although operations are depicted in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order. In certain circumstances, multitasking and parallel processing may be advantageous. Likewise, while several specific implementation details are included in the above discussion, these should not be construed as limiting the scope of the present disclosure. Certain features that are described in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable subcombination.
Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or acts described above. Rather, the specific features and acts described above are example forms of implementing the claims. The specific manner in which the various modules perform the operations in the apparatus of the above embodiments have been described in detail in connection with the embodiments of the method, and will not be described in detail herein.

Claims (15)

1. A data display method, the method comprising:
determining a first data dimension and a second data dimension corresponding to a data dimension configuration operation of a data table in response to the data dimension configuration operation, wherein the first data dimension is different from the second data dimension;
and displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension, wherein the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension.
2. The method of claim 1, wherein the determining, in response to a data dimension configuration operation of a data table, a first data dimension and a second data dimension corresponding to the data dimension configuration operation comprises:
displaying a document editing interface or a table editing interface, wherein the created data table is displayed in the document editing interface or the table editing interface;
and in response to the data dimension configuration operation on the data table in the document editing interface or the table editing interface, determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation.
3. The method of claim 1, wherein the determining, in response to a data dimension configuration operation of a data table, a first data dimension and a second data dimension corresponding to the data dimension configuration operation comprises:
responding to the editing operation of the data table, and displaying a configuration page for configuring the data dimension;
and responding to the data dimension configuration operation in the configuration page, and determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation.
4. A method according to claim 3, wherein said displaying a configuration page for configuring a data dimension in response to an edit operation to said data table comprises:
Responding to the triggering operation of a first creating control for creating a non-aggregation bubble chart of the data table, displaying a non-aggregation bubble chart corresponding to the data table, and responding to the triggering operation of the non-aggregation bubble chart, displaying the configuration page, wherein each bubble in the non-aggregation bubble chart is generated according to each data row in the data table; or,
and responding to the triggering operation of a second creation control for creating the aggregation bubble chart of the data table, and displaying the configuration page.
5. The method of claim 4, wherein displaying the aggregated bubble map corresponding to the data table comprises:
when the non-polymerized bubble diagram is displayed, the non-polymerized bubble diagram is displayed in a hidden mode while the polymerized bubble diagram is displayed; or,
and when the non-polymerization bubble diagram is displayed, updating the non-polymerization bubble diagram into the polymerization bubble diagram for display.
6. The method of any of claims 3-5, wherein the determining, in response to a data dimension configuration operation in the configuration page, a first data dimension and a second data dimension corresponding to the data dimension configuration operation comprises:
Responding to a first input operation of a first data dimension input control in the configuration page, and determining a data dimension corresponding to the first input operation as a first data dimension;
and responding to a second input operation of a second data dimension input control in the configuration page, and determining the data dimension corresponding to the second input operation as a second data dimension.
7. The method of any of claims 3-5, wherein the determining, in response to a data dimension configuration operation in the configuration page, a first data dimension and a second data dimension corresponding to the data dimension configuration operation comprises:
responding to a triggering operation of a first data dimension selection control in the configuration page, displaying preset data dimensions, responding to a first selection operation in the preset data dimensions, and determining the data dimension corresponding to the first selection operation as the first data dimension, wherein the preset data dimension is determined according to the data table;
and responding to the triggering operation of a second data dimension selection control in the configuration page, displaying the preset data dimension, and responding to the second selection operation in the preset data dimension, and determining the data dimension corresponding to the second selection operation as the second data dimension.
8. The method according to any one of claims 1-5, wherein displaying the aggregated bubble map corresponding to the data table according to the first data dimension and the second data dimension comprises:
and responding to the triggering operation of the data aggregation control, and displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension.
9. The method according to any one of claims 1-5, wherein displaying the aggregated bubble map corresponding to the data table according to the first data dimension and the second data dimension comprises:
determining a plurality of bubble display patterns according to grouping information of data in the data table in the first data dimension, wherein each bubble display pattern corresponds to one piece of grouping information in the first data dimension;
determining a plurality of bubble display tags according to grouping information of data in the data table in the second data dimension, wherein each bubble display tag corresponds to grouping information in the second data dimension;
and displaying an aggregate bubble diagram corresponding to the data table according to the bubble display patterns and the bubble display labels, wherein in the aggregate bubble diagram, bubbles corresponding to the same grouping data in the first data dimension have the same bubble display pattern, and bubble display labels corresponding to the same grouping data in the second data dimension are the same.
10. The method of any one of claims 1-5, further comprising:
responding to the bubble attribute configuration operation of the data table, and determining a third data dimension corresponding to each coordinate axis in the bubble chart and a fourth data dimension corresponding to the bubble size in the bubble chart;
and displaying an aggregate bubble map corresponding to the data table according to the first data dimension and the second data dimension, including:
determining a plurality of groups of bubble data obtained by grouping each group of data in the data table under the first data dimension according to the second data dimension;
determining a first data accumulation sum in the third data dimension and a second data accumulation sum in the fourth data dimension for each group of the bubble data, determining the coordinate position of the bubble according to the first data accumulation sum, and determining the bubble size of the bubble according to the second data accumulation sum;
and displaying an aggregate bubble chart corresponding to the data table according to the coordinate positions and the bubble sizes corresponding to each group of bubble data.
11. The method of claim 10, wherein determining the plurality of groups of bubble data obtained by grouping each group of data in the first data dimension in the data table according to the second data dimension comprises:
Grouping the data in the data table according to the first data dimension to obtain a plurality of groups of category data;
and grouping each group of the category data according to the second data dimension to obtain a plurality of groups of bubble data.
12. The method according to any one of claims 1-5, further comprising:
and responding to a hovering operation or a selecting operation of bubbles in the aggregated bubble graph, displaying data attribute information corresponding to the bubbles, wherein the data attribute information comprises grouping information of the bubbles under the first data dimension and grouping information of the bubbles under the second data dimension.
13. A data display device, the device comprising:
the first determining module is used for responding to the data dimension configuration operation of the data table and determining a first data dimension and a second data dimension corresponding to the data dimension configuration operation, wherein the first data dimension is different from the second data dimension;
the first display module is used for displaying an aggregation bubble diagram corresponding to the data table according to the first data dimension and the second data dimension, wherein the aggregation bubble diagram is obtained by grouping and aggregating each piece of grouping data in the first data dimension in the data table according to the second data dimension.
14. A computer readable medium on which a computer program is stored, characterized in that the program, when being executed by a processing device, carries out the steps of the method according to any one of claims 1-12.
15. An electronic device, comprising:
a storage device having a computer program stored thereon;
processing means for executing said computer program in said storage means to carry out the steps of the method according to any one of claims 1-12.
CN202311533395.7A 2023-11-16 2023-11-16 Data display method and device, readable medium and electronic equipment Pending CN117473950A (en)

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