CN114443992A - Data visualization display method and device, electronic equipment and storage medium - Google Patents
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Abstract
The application provides a data visualization display method and device, electronic equipment and a storage medium. The method comprises the following steps: acquiring enterprise data information, and constructing a relational database table according to the enterprise data information; extracting data information from the relational database table to obtain extracted data information; analyzing the extracted data information according to preset analysis index information and analysis dimensionality defined by a receiving user to obtain a plurality of data analysis information with different dimensionality; generating corresponding visual chart data information according to the data analysis information of each different dimension, and performing dynamic rendering processing on the visual chart data information to obtain processing result data information; and performing data visualization display based on the processing result data information. The data visualization display is not limited to the fixed chart display any more, and the dynamic rendering processing is carried out on the data information of the visualization chart, so that the size of the screen can be adapted to carry out dynamic self-adaptive change.
Description
Technical Field
The present application relates to the field of data visualization technologies, and in particular, to a data visualization display method and apparatus, an electronic device, and a storage medium.
Background
The rapid development of the information technology in the internet era brings new opportunities and challenges to the informatization management construction of enterprises while contacting and colliding with the entity industry. The large-scale enterprise data system needs to change from the traditional single data calculation model to the direction of data visualization and large-screen display.
Based on the above situation, in the prior art, a data visualization system for enterprise-level applications is based on a browser, and more data visualization systems based on the browser are report-type applications, and are limited by the size of a screen and trigger requirements, so that data display is not three-dimensional, a visualization chart is single, most charts in current applications are charts such as a broken line chart, a bar chart and a pie chart, and in actual requirements, a traditional chart representation form cannot meet business requirements.
Disclosure of Invention
In view of the above, an object of the present application is to provide a method, an apparatus, an electronic device and a storage medium for displaying data visually, so as to solve the above technical problems.
In view of the above, a first aspect of the present application provides a data visualization display method, including:
acquiring enterprise data information, and constructing a relational database table according to the enterprise data information;
extracting data information from the relational database table to obtain extracted data information;
analyzing the extracted data information according to preset analysis index information and analysis dimensionality defined by a receiving user to obtain a plurality of data analysis information with different dimensionalities;
generating corresponding visual chart data information according to the data analysis information of each different dimension, and performing dynamic rendering processing on the visual chart data information to obtain processing result data information;
and performing data visualization display based on the processing result data information.
A second aspect of the present application provides a data visualization display apparatus, including:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is configured to acquire enterprise data information and construct a relational database table according to the enterprise data information;
the second acquisition module is configured to extract data information from the relational database table to obtain extracted data information;
the first processing module is configured to analyze and process the extracted data information according to preset analysis index information and analysis dimensionality defined by a receiving user to obtain a plurality of data analysis information with different dimensionalities;
the second processing module is configured to generate corresponding visual chart data information according to the data analysis information of each different dimensionality, and perform dynamic rendering processing on the visual chart data information to obtain processing result data information;
and the information display module is configured to perform data visualization display based on the processing result data information.
A third aspect of the present application provides an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the method of the first aspect when executing the program.
A fourth aspect of the present application provides a non-transitory computer-readable storage medium storing computer instructions for causing a computer to perform the method of the first aspect.
As can be seen from the above, the data visualization display method, the data visualization display device, the electronic device and the storage medium provided by the application provide different analysis dimensions and different analysis paths for a user based on receiving analysis dimensions defined by the user and preset analysis index information, so that the user can perform multidimensional analysis, and can independently select appropriate types of visualization chart data information to perform data display characteristic analysis according to the user's own needs, so that the visualization chart data information is not limited to fixed chart display, dynamic rendering processing is performed on the visualization chart data information, and the visualization chart data information can adapt to the size of a screen to perform dynamic self-adaptive change.
Drawings
In order to more clearly illustrate the technical solutions in the present application or the related art, the drawings needed to be used in the description of the embodiments or the related art will be briefly introduced below, and it is obvious that the drawings in the following description are only embodiments of the present application, and it is obvious for those skilled in the art that other drawings can be obtained according to these drawings without creative efforts.
Fig. 1 is a flowchart of a data visualization display method according to an embodiment of the present application;
FIG. 2 is a schematic structural diagram of a data visualization display device according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is further described in detail below with reference to the accompanying drawings in combination with specific embodiments.
It should be noted that technical terms or scientific terms used in the embodiments of the present application should have a general meaning as understood by those having ordinary skill in the art to which the present application belongs, unless otherwise defined. The use of "first," "second," and similar terms in the embodiments of the present application do not denote any order, quantity, or importance, but rather the terms are used to distinguish one element from another. The word "comprising" or "comprises", and the like, means that the element or item listed before the word covers the element or item listed after the word and its equivalents, but does not exclude other elements or items. The terms "connected" or "coupled" and the like are not restricted to physical or mechanical connections, but may include electrical connections, whether direct or indirect.
In the enterprise-level application in the related technology, the data display is not comprehensive and three-dimensional enough through relatively single fixed charts such as a broken line chart, a bar chart, a pie chart and the like and is limited by conditions such as the size of a screen, and the business requirements cannot be met.
The embodiment of the application provides a data visualization display method, which provides different analysis dimensions and different analysis paths for a user based on receiving analysis dimensions defined by the user and preset analysis index information, dynamically renders visual chart data information, and can adapt to the size of a screen to dynamically and adaptively change the visual chart data information.
As shown in fig. 1, the method of the present embodiment includes:
In the step, the data information type to be analyzed and the index value corresponding to the data information are set according to the requirements of the enterprise, the corresponding enterprise data information is acquired according to the set information acquisition, and then the corresponding relational database table is constructed according to the enterprise data information, so that the personalized requirements of the enterprise are more fitted, and the accurate performance display of the enterprise is realized.
The relational database table can adapt to the increase of the data volume of enterprise information and the change of the data structure of the enterprise information, store the enterprise data information in records, and simultaneously can quickly query data in massive enterprise information data.
And 102, extracting data information of the relational database table to obtain extracted data information.
In the step, the enterprise data information of the table or the view in the relational database table data source is aggregated and extracted from the relational database table in an original way in a full extraction mode, and is converted into a format which can be identified by an ETL (extract Transform load) tool, so that the data information extraction can be rapidly carried out.
And 103, analyzing the extracted data information according to preset analysis index information and the analysis dimensionality defined by the receiving user to obtain a plurality of data analysis information with different dimensionalities.
In this step, the user can switch between different dimensions to analyze the enterprise data information of different companies or departments under the same index, thereby obtaining the completion condition of the performance index, and can also analyze the different types of enterprise data information of the same company or department, thereby obtaining the completion condition of the corresponding performance index. Based on data analysis information of a plurality of different dimensions, a user can observe enterprise data information more comprehensively and specifically.
In addition, the user can set corresponding conditions to perform user-defined operations such as filtering, sorting and aggregation on the data analysis information with different dimensions, and the data analysis information which better meets the requirements of the user is integrated.
And 104, generating corresponding visual chart data information according to the data analysis information of each different dimensionality, and performing dynamic rendering processing on the visual chart data information to obtain processing result data information.
In the step, corresponding visual chart data information is generated according to the data analysis information of different dimensions, and a complex data structure can be simplified through the visual chart data information, so that a user can understand and process required data information more quickly.
And 105, performing data visualization display based on the processing result data information.
In the step, data visualization display is carried out through the visualization component based on the processing result data information, the personalized requirements of the enterprise are met, and the performance conditions of the enterprise are accurately displayed.
According to the scheme, corresponding enterprise data information is obtained according to the requirements of an enterprise, a corresponding relational database table is constructed according to the enterprise data information, the data information is extracted from the relational database table, the extracted data information is analyzed based on the analysis dimension defined by a receiving user and the preset analysis index information, and the data analysis information of a plurality of different dimensions is obtained, so that different analysis dimensions and different analysis paths are provided for the user, corresponding visual chart data information is generated according to the data analysis information of each different dimension, dynamic rendering processing is carried out on the visual chart data information, the size of the adaptive screen is changed in a dynamic self-adaptive mode, and the size of the adaptive screen is not limited by the size of the screen.
In some embodiments, in step 104, analyzing the extracted data information according to preset analysis index information and an analysis dimension defined by a receiving user, specifically including:
selecting a corresponding presentation feature based on the data analysis information for each different dimension;
making corresponding visual chart data information for the data analysis information according to the selected display characteristics;
and dynamically rendering the visualization chart data information based on the grid layout.
In the step, based on the data analysis information of each different dimension, a user selects various display characteristics from a personalized chart library, the mapping of data from a data space to a graph space is completed, and the dynamic configuration of the data chart is realized.
Meanwhile, grid layout is applied to dynamically render visual chart data information, positions and sizes are divided through a set of self-defined layout system, so that sub-views added into the grid layout do not need to be appointed for positions and sizes any more but are completed by sub-grids in the grid layout, the layout structure can be adjusted very conveniently, the width and the height of a container can be automatically stretched according to the sizes of different terminal screens, and therefore the dynamic layout capacity is achieved without limitation of the screen sizes.
The selection of the visual chart data information can be selected according to the type relationship of the data information, wherein the type relationship is divided into a contrast type (histogram, radar chart), a distribution type (scatter chart, probability density chart and the like), a trend type (broken line chart, area chart), a composition type (pie chart), a connection type (relationship chart, morgan chart and the like), a map type and the like.
In some embodiments, after step 105, further comprising:
step A1, receiving enterprise data change information, and correspondingly adjusting the relational database table based on the enterprise data change information to obtain a first relational database table.
And A2, extracting data based on the first relational database table to obtain first extracted data information.
Step A3, analyzing the first extracted data information by using the preset analysis index information and the analysis dimensionality defined by the receiving user, and obtaining a plurality of first data analysis information with different dimensionalities.
Step A4, generating corresponding first visual chart data information according to the first data analysis information of each different dimension, and performing dynamic rendering processing on the first visual chart data information to obtain first processing result data information.
Step A5, performing corresponding display adjustment on the first processing result data information to obtain display information, and performing data visualization display according to the display information.
In the scheme, the data response and the view updating of the display information on the terminal screen can be performed faster by binding the enterprise data information and the display information on the terminal screen in a two-way manner, when the enterprise data information changes, corresponding adjustment is performed according to the changed content of the enterprise data information, and finally, the view of the display information on the terminal screen is updated correspondingly.
In some embodiments, after step 105, further comprising:
and step B1, receiving the display change information, and adjusting the processing result data information based on the display change information to obtain second processing result data information.
And step B2, adjusting the visual chart data information based on the second processing result data information to obtain second visual chart data information.
And step B3, adjusting a plurality of data analysis information of different dimensions by using the second visual chart data information to obtain a plurality of second data analysis information of different dimensions.
And step B4, adjusting the extracted data information according to the second data analysis information to obtain second extracted data information.
And step B5, adjusting the relational database table according to the second extracted data information to obtain a second relational database table.
And step B6, correspondingly adjusting the enterprise data information through the second relational database table to obtain the adjusted enterprise data information.
In the scheme, the enterprise data information and the display information on the terminal screen are bidirectionally bound, so that data response and view updating of the display information on the terminal screen can be performed more quickly, when the view of the display information on the terminal screen changes, corresponding adjustment is performed according to the content of the view change of the display information on the terminal screen, and finally, the enterprise data information is updated correspondingly.
In some embodiments, in step 104, the dynamically rendering the visualization chart data information further includes:
and the visual chart data information calls auxiliary function information, and is at least displayed in linkage matching with the legend information, the value range information, the data area information and the detail bubble information.
In the step, the visual chart data information is realized through the business grade data chart, so that the visual, vivid and interactive effects are realized, and the high-degree personalized customization can be realized. The innovative features of dragging recalculation, data view, value range roaming and the like greatly enhance the user experience and endow the user with the capability of mining and integrating data.
The method is characterized by comprising the following steps of supporting charts such as a broken line chart (area chart), a bar chart (strip chart), a scatter chart (bubble chart), a K line chart, a pie chart (ring chart), a radar chart (filled radar chart), a chord chart, a force guide layout chart, a map, a meter panel, a funnel chart, an event river chart and the like, providing titles, a plurality of interactive auxiliary function components such as detail bubbles, a legend, a value field, a data area, a time axis, a tool box and the like, calling various auxiliary function information by calling the auxiliary function components, realizing linkage of various charts and auxiliary function information and further realizing mixed collocation display.
In some embodiments, the enterprise data information includes at least one of:
the system comprises service plate information, monitoring unit name information, monitored unit name information, monitoring year information, monitoring period information, index name information and index type information.
In the step, the enterprise data information includes multiple types, including service plate information, monitoring unit name information, monitored unit name information, monitoring year information, monitoring period information, index name information, index type information and the like, and can be acquired according to the self needs of the enterprise, so that the individual needs of the enterprise are better met, and the accurate performance display of the enterprise is further realized.
In some embodiments, the dimensions to which the extracted data information belongs include at least one of:
time dimension, area dimension, statistical object dimension.
In this step, the extracted data information contains multiple dimensions, including a time dimension, a region dimension, a statistical object dimension, and the like, so that analysis is more comprehensive and clear from different dimensions.
It should be noted that the method of the embodiment of the present application may be executed by a single device, such as a computer or a server. The method of the embodiment can also be applied to a distributed scene and completed by the mutual cooperation of a plurality of devices. In such a distributed scenario, one of the multiple devices may only perform one or more steps of the method of the embodiment, and the multiple devices interact with each other to complete the method.
It should be noted that the above describes some embodiments of the present application. Other embodiments are within the scope of the following claims. In some cases, the actions or steps recited in the claims may be performed in a different order than in the embodiments described above and still achieve desirable results. In addition, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve desirable results. In some embodiments, multitasking and parallel processing may also be possible or may be advantageous.
Based on the same inventive concept, corresponding to the method of any embodiment, the application also provides a data visualization display device.
Referring to fig. 2, the data visualization display device includes:
a first obtaining module 201, configured to obtain enterprise data information, and construct a relational database table according to the enterprise data information;
the second obtaining module 202 is configured to perform data information extraction on the relational database table to obtain extracted data information;
the first processing module 203 is configured to analyze and process the extracted data information according to preset analysis index information and an analysis dimension defined by a receiving user, so as to obtain a plurality of data analysis information with different dimensions;
the second processing module 204 is configured to generate corresponding visual chart data information according to the data analysis information of each different dimension, and perform dynamic rendering processing on the visual chart data information to obtain processing result data information;
and the information presentation module 205 is configured to perform data visualization presentation based on the processing result data information.
In some embodiments, the second processing module 204 is specifically configured to:
selecting a corresponding presentation feature based on the data analysis information for each different dimension;
making corresponding visual chart data information for the data analysis information according to the selected display characteristics;
and dynamically rendering the visualization chart data information based on the grid layout.
In some embodiments, the data visualization display device further includes a first adjustment linkage module specifically configured to:
receiving display change information, and adjusting the processing result data information based on the display change information to obtain second processing result data information;
adjusting the visual chart data information based on the second processing result data information to obtain second visual chart data information;
adjusting a plurality of data analysis information of different dimensionalities by using the second visual chart data information to obtain a plurality of second data analysis information of different dimensionalities;
adjusting the extracted data information according to the second data analysis information to obtain second extracted data information;
adjusting the relational database table according to the second extracted data information to obtain a second relational database table;
and correspondingly adjusting the enterprise data information through the second relational database table to obtain the adjusted enterprise data information.
In some embodiments, the data visualization display device further includes a second adjustment linkage module specifically configured to:
receiving display change information, and adjusting the processing result data information based on the display change information to obtain second processing result data information;
adjusting the visual chart data information based on the second processing result data information to obtain second visual chart data information;
adjusting a plurality of data analysis information of different dimensionalities by using the second visual chart data information to obtain a plurality of second data analysis information of different dimensionalities;
adjusting the extracted data information according to the second data analysis information to obtain second extracted data information;
adjusting the relational database table according to the second extracted data information to obtain a second relational database table;
and correspondingly adjusting the enterprise data information through the second relational database table to obtain the adjusted enterprise data information.
In some embodiments, the second processing module 204 further comprises a linkage display unit configured to:
and the visual chart data information calls auxiliary function information, and is at least displayed in linkage matching with the legend information, the value range information, the data area information and the detail bubble information.
In some embodiments, the enterprise data information includes at least one of:
the system comprises service plate information, monitoring unit name information, monitored unit name information, monitoring year information, monitoring period information, index name information and index type information.
In some embodiments, the dimensions to which the extracted data information belongs include at least one of:
time dimension, area dimension, statistical object dimension.
For convenience of description, the above devices are described as being divided into various modules by functions, and are described separately. Of course, the functionality of the various modules may be implemented in the same one or more software and/or hardware implementations as the present application.
The apparatus of the foregoing embodiment is used to implement the corresponding data visualization display method in any of the foregoing embodiments, and has the beneficial effects of the corresponding method embodiment, which are not described herein again.
Based on the same inventive concept, corresponding to the method of any embodiment described above, the present application further provides an electronic device, which includes a memory, a processor, and a computer program stored on the memory and executable on the processor, and when the processor executes the program, the data visualization display method described in any embodiment above is implemented.
Fig. 3 is a schematic diagram illustrating a more specific hardware structure of an electronic device according to this embodiment, where the electronic device may include: processor 3010, memory 3020, input/output interface 3030, communication interface 3040, and bus 3050. Wherein processor 3010, memory 3020, input/output interface 3030, and communication interface 3040 are communicatively coupled to each other within the devices via bus 3050.
The processor 3010 may be implemented by a general-purpose CPU (Central Processing Unit), a microprocessor, an Application Specific Integrated Circuit (ASIC), or one or more Integrated circuits, and is configured to execute related programs to implement the technical solutions provided in the embodiments of the present specification.
The Memory 3020 may be implemented in the form of a ROM (Read Only Memory), a RAM (Random Access Memory), a static storage device, a dynamic storage device, or the like. The memory 3020 may store an operating system and other application programs, and when the technical solution provided by the embodiment of the present specification is implemented by software or firmware, the relevant program codes are stored in the memory 3020 and called by the processor 3010 to be executed.
The input/output interface 3030 is used for connecting an input/output module to realize information input and output. The i/o module may be configured as a component in a device (not shown) or may be external to the device to provide a corresponding function. The input devices may include a keyboard, a mouse, a touch screen, a microphone, various sensors, etc., and the output devices may include a display, a speaker, a vibrator, an indicator light, etc.
The communication interface 3040 is used to connect a communication module (not shown in the drawings) to implement communication interaction between the present device and other devices. The communication module can realize communication in a wired mode (such as USB, network cable and the like) and also can realize communication in a wireless mode (such as mobile network, WIFI, Bluetooth and the like).
It should be noted that although the above-mentioned devices only show the processor 3010, the memory 3020, the input/output interface 3030, the communication interface 3040 and the bus 3050, in a specific implementation, the devices may also include other components necessary for normal operation. In addition, those skilled in the art will appreciate that the above-described apparatus may also include only those components necessary to implement the embodiments of the present description, and not necessarily all of the components shown in the figures.
The electronic device of the above embodiment is used to implement the corresponding data visualization display method in any of the foregoing embodiments, and has the beneficial effects of the corresponding method embodiment, which are not described herein again.
Based on the same inventive concept, corresponding to any of the above-mentioned embodiment methods, the present application further provides a non-transitory computer-readable storage medium storing computer instructions for causing the computer to execute the data visualization presentation method according to any of the above embodiments.
Computer-readable media of the present embodiments, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device.
The computer instructions stored in the storage medium of the above embodiment are used to enable the computer to execute the data visualization display method according to any embodiment, and have the beneficial effects of the corresponding method embodiment, which are not described herein again.
Those of ordinary skill in the art will understand that: the discussion of any embodiment above is meant to be exemplary only, and is not intended to intimate that the scope of the disclosure, including the claims, is limited to these examples; within the context of the present application, features from the above embodiments or from different embodiments may also be combined, steps may be implemented in any order, and there are many other variations of the different aspects of the embodiments of the present application as described above, which are not provided in detail for the sake of brevity.
In addition, well-known power/ground connections to Integrated Circuit (IC) chips and other components may or may not be shown in the provided figures for simplicity of illustration and discussion, and so as not to obscure the embodiments of the application. Furthermore, devices may be shown in block diagram form in order to avoid obscuring embodiments of the application, and this also takes into account the fact that specifics with respect to implementation of such block diagram devices are highly dependent upon the platform within which the embodiments of the application are to be implemented (i.e., specifics should be well within purview of one skilled in the art). Where specific details (e.g., circuits) are set forth in order to describe example embodiments of the application, it should be apparent to one skilled in the art that the embodiments of the application can be practiced without, or with variation of, these specific details. Accordingly, the description is to be regarded as illustrative instead of restrictive.
While the present application has been described in conjunction with specific embodiments thereof, many alternatives, modifications, and variations of these embodiments will be apparent to those of ordinary skill in the art in light of the foregoing description. For example, other memory architectures (e.g., dynamic ram (dram)) may use the discussed embodiments.
The present embodiments are intended to embrace all such alternatives, modifications and variances which fall within the broad scope of the appended claims. Therefore, any omissions, modifications, equivalents, improvements, and the like that may be made without departing from the spirit or scope of the embodiments of the present application are intended to be included within the scope of the claims.
Claims (10)
1. A data visualization display method is characterized by comprising the following steps:
acquiring enterprise data information, and constructing a relational database table according to the enterprise data information;
extracting data information from the relational database table to obtain extracted data information;
analyzing the extracted data information according to preset analysis index information and analysis dimensionality defined by a receiving user to obtain a plurality of data analysis information with different dimensionalities;
generating corresponding visual chart data information according to the data analysis information of each different dimensionality, and performing dynamic rendering processing on the visual chart data information to obtain processing result data information;
and performing data visualization display based on the processing result data information.
2. The method according to claim 1, wherein the generating of the corresponding visualization chart data information according to the data analysis information of each different dimension and the dynamic rendering of the visualization chart data information specifically include:
selecting a corresponding presentation feature based on the data analysis information for each different dimension;
making corresponding visual chart data information for the data analysis information according to the selected display characteristics;
and dynamically rendering the visual chart data information based on the grid layout.
3. The method of claim 1, wherein after performing the data visualization presentation based on the processing result data information, further comprising:
enterprise data change information is received, and the relational database table is correspondingly adjusted based on the enterprise data change information to obtain a first relational database table;
performing data extraction based on the first relational database table to obtain first extracted data information;
analyzing the first extracted data information by using the preset analysis index information and the analysis dimensionality defined by the receiving user to obtain a plurality of pieces of first data analysis information with different dimensionalities;
generating corresponding first visual chart data information according to the first data analysis information of each different dimensionality, and performing dynamic rendering processing on the first visual chart data information to obtain first processing result data information;
and carrying out corresponding display adjustment on the first processing result data information to obtain display information, and carrying out data visualization display according to the display information.
4. The method of claim 1, wherein after performing the data visualization presentation based on the processing result data information, further comprising:
receiving display change information, and adjusting the processing result data information based on the display change information to obtain second processing result data information;
adjusting the visual chart data information based on the second processing result data information to obtain second visual chart data information;
adjusting a plurality of data analysis information of different dimensionalities by using the second visual chart data information to obtain a plurality of second data analysis information of different dimensionalities;
adjusting the extracted data information according to the second data analysis information to obtain second extracted data information;
adjusting the relational database table according to the second extracted data information to obtain a second relational database table;
and correspondingly adjusting the enterprise data information through the second relational database table to obtain the adjusted enterprise data information.
5. The method of claim 1, wherein said dynamically rendering said visualization chart data information further comprises:
and the visual chart data information calls auxiliary function information, and is at least displayed in linkage matching with the legend information, the value range information, the data area information and the detail bubble information.
6. The method of claim 1, wherein the enterprise data information comprises at least one of:
the system comprises service plate information, monitoring unit name information, monitored unit name information, monitoring year information, monitoring period information, index name information and index type information.
7. The method of claim 1, wherein the extracted data information has a dimension comprising at least one of:
time dimension, area dimension, statistical object dimension.
8. A data visualization display device is characterized by comprising:
the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is configured to acquire enterprise data information and construct a relational database table according to the enterprise data information;
the second acquisition module is configured to extract data information from the relational database table to obtain extracted data information;
the first processing module is configured to analyze and process the extracted data information according to preset analysis index information and analysis dimensionality defined by a receiving user to obtain a plurality of data analysis information with different dimensionalities;
the second processing module is configured to generate corresponding visual chart data information according to the data analysis information of each different dimensionality, and perform dynamic rendering processing on the visual chart data information to obtain processing result data information;
and the information display module is configured to perform data visualization display based on the processing result data information.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the method according to any of claims 1 to 7 when executing the program.
10. A non-transitory computer readable storage medium storing computer instructions for causing a computer to perform the method of any one of claims 1 to 7.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115080042A (en) * | 2022-06-30 | 2022-09-20 | 中孚安全技术有限公司 | User-defined page layout method and system based on embedded data template |
| CN116361585A (en) * | 2023-06-02 | 2023-06-30 | 工业富联(佛山)产业示范基地有限公司 | Index multi-dimensional analysis method, system, electronic equipment and storage medium |
| CN116611710A (en) * | 2023-06-21 | 2023-08-18 | 深圳传世智慧科技有限公司 | Visual dynamic display method and system |
| CN116881655A (en) * | 2023-07-06 | 2023-10-13 | 中节能风力发电股份有限公司 | Wind power data processing method, system and storage medium based on scatter diagram linkage |
| CN117149892A (en) * | 2023-07-14 | 2023-12-01 | 深圳全企通信息技术有限公司 | Enterprise dimension information display method based on big data display screen |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20100156889A1 (en) * | 2008-12-18 | 2010-06-24 | Microsoft Corporation | Bi-directional update of a grid and associated visualizations |
| US20140304281A1 (en) * | 2013-04-08 | 2014-10-09 | Benjamin Rigler Halpern | Method and system for graphical data analysis |
| CN108829710A (en) * | 2018-05-03 | 2018-11-16 | 北京奇虎科技有限公司 | A kind of data analysing method and device |
| CN108845856A (en) * | 2018-06-11 | 2018-11-20 | 腾讯科技（深圳）有限公司 | Data Binding Method, device, storage medium and equipment |
| CN110457331A (en) * | 2019-07-19 | 2019-11-15 | 北京邮电大学 | General real-time update multidimensional data visualization system and method |
| CN112100270A (en) * | 2020-08-12 | 2020-12-18 | 北京国电通网络技术有限公司 | Information-based examination data mining and analyzing method and device, electronic equipment and medium |
| CN112765497A (en) * | 2021-01-11 | 2021-05-07 | 深圳左邻永佳科技有限公司 | Business data analysis result query display method, device, equipment and medium |
-
2021
- 2021-12-13 CN CN202111522664.0A patent/CN114443992A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20100156889A1 (en) * | 2008-12-18 | 2010-06-24 | Microsoft Corporation | Bi-directional update of a grid and associated visualizations |
| US20140304281A1 (en) * | 2013-04-08 | 2014-10-09 | Benjamin Rigler Halpern | Method and system for graphical data analysis |
| CN108829710A (en) * | 2018-05-03 | 2018-11-16 | 北京奇虎科技有限公司 | A kind of data analysing method and device |
| CN108845856A (en) * | 2018-06-11 | 2018-11-20 | 腾讯科技（深圳）有限公司 | Data Binding Method, device, storage medium and equipment |
| CN110457331A (en) * | 2019-07-19 | 2019-11-15 | 北京邮电大学 | General real-time update multidimensional data visualization system and method |
| CN112100270A (en) * | 2020-08-12 | 2020-12-18 | 北京国电通网络技术有限公司 | Information-based examination data mining and analyzing method and device, electronic equipment and medium |
| CN112765497A (en) * | 2021-01-11 | 2021-05-07 | 深圳左邻永佳科技有限公司 | Business data analysis result query display method, device, equipment and medium |
Non-Patent Citations (1)
| Title |
|---|
| 胡梦杰等: "《JAVASCRIPT程序设计案例教程 第2版》", 31 August 2021, 北京：航空工业出版社, pages: 299 - 300 * |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115080042A (en) * | 2022-06-30 | 2022-09-20 | 中孚安全技术有限公司 | User-defined page layout method and system based on embedded data template |
| CN116361585A (en) * | 2023-06-02 | 2023-06-30 | 工业富联(佛山)产业示范基地有限公司 | Index multi-dimensional analysis method, system, electronic equipment and storage medium |
| CN116611710A (en) * | 2023-06-21 | 2023-08-18 | 深圳传世智慧科技有限公司 | Visual dynamic display method and system |
| CN116881655A (en) * | 2023-07-06 | 2023-10-13 | 中节能风力发电股份有限公司 | Wind power data processing method, system and storage medium based on scatter diagram linkage |
| CN116881655B (en) * | 2023-07-06 | 2024-02-27 | 中节能风力发电股份有限公司 | Wind power data processing method, system and storage medium based on scatter diagram linkage |
| CN117149892A (en) * | 2023-07-14 | 2023-12-01 | 深圳全企通信息技术有限公司 | Enterprise dimension information display method based on big data display screen |
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