CN115373576B - Intelligent visual analysis method and system based on dynamic perception - Google Patents
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Abstract
The invention relates to the technical field of data visualization processing, in particular to an intelligent visualization analysis method and system based on dynamic perception, which comprises the steps of determining basic information of data visualization, wherein the data visualization is divided into data visualization configuration and data visualization operation display; configuring visual basic information in a visual dragging mode to generate a data card; a user selects a visual display view, a condition query page is dynamically generated, and the user inputs a query condition and sends a query request; executing dynamic perception indexes according to the parameters of the query request, executing dynamic perception condition judgment logic, and returning a visual data card; according to the method, dynamic intelligent display of the data card is realized by introducing dynamic perception calculation indexes and dynamic perception calculation logic, diversity of data display modes is realized, and data information is accurately, quickly, efficiently and simply transmitted.
Description
Technical Field
The invention relates to the technical field of data visualization processing, in particular to an intelligent visualization analysis method and system based on dynamic perception.
Background
The data visualization can present complex data relation and analysis results to a user with rich charts and good visual effects from mass data, and the data is graphed and graphed so as to 'simply and visually see the data', and finally achieve the business goals of finding data value, realizing analysis, prediction, monitoring, decision-making and the like of enterprises. In short, the term "a picture wins thousand words" is the simplest and most effective description for the visualization of data.
At present, the data visualization has the following solutions:
1. data analysis tool software such as EXECL, powerPivo, SAS and SPSS are utilized
2. Data BI analysis-like tool software such as PowerBI, tableau, qlikview, SAP BI, oracel BI, fineBI, yonghong BI and the like is utilized
3. Implementation by using Python, R, julia and other programming statistic tool languages
4. Customized development, and different display pages are developed respectively according to different business requirements
The main difference of the above solutions is that different development tools and modes are used, which results in great differences in system development period, workload, flexibility of content display modes, and later-stage requirement change and maintenance.
No matter what industry and application scenario, data visualization has a common purpose, that is, information and knowledge are accurately, efficiently, compactly and comprehensively transferred. Any data visualization solution is divided into the steps of business analysis, data processing and processing, data analysis, visualization configuration development, visualization operation display and the like, and basically, analysis development is performed on the basis of static data within a certain time, and once development is completed, visualization input conditions, data display layout, display content, chart types, display modes, data interaction modes and the like are fixed. For example, in the application of financial risk, the operational risk condition of each organization in each region is analyzed, and the data display layout, display mode and chart type are the same for different time periods, such as 2021 and 2022, and different regions, such as Beijing and Shanghai, and the difference is only that the data content displayed is different due to different input condition values. The biggest problem of the scheme is that the influence of dynamic change of data on data visualization is not considered, along with the original more complex data relationship, the data dimensions which need to be concerned by a user are more and more, the content displayed by the data is more and more, the most concerned content of the user cannot be displayed due to the uniform layout and display mode, the key points cannot be highlighted, and the data information cannot be accurately, efficiently and simply transmitted.
Disclosure of Invention
The invention mainly provides an intelligent visual analysis method and system based on dynamic perception, which can realize diversity of data display modes according to user requirements, and accurately, quickly, efficiently and simply transmit data information.
In order to solve the technical problems, the invention adopts the following technical scheme:
the intelligent visual analysis method based on dynamic perception comprises the following steps:
determining basic information of data visualization, wherein the data visualization is divided into data visualization configuration and data visualization operation display;
based on basic data of data visualization, creating conditions for data visualization configuration display, configuring the basic data of the data visualization in a visualization dragging mode, and generating a data card for data visualization to be displayed;
creating conditions for data visualization operation and display based on conditions for creating data visualization configuration and display, selecting a data visualization display view by a user, returning basic data of the data visualization, dynamically generating a query and dynamic dimension selection page, inputting query conditions by the user and sending a query request;
receiving a query request, calculating logic according to dynamic perception indexes of the query request, executing dynamic perception condition judgment logic, and returning a visual data card to be displayed according to a judgment result and card weight;
and executing and calling the data card according to the data information of the data card, generating a graph display analysis page, and finishing graph interaction analysis.
Further, in configuring basic data of data visualization in a visualization dragging mode and generating a data card to be displayed with the data visualization, the data card to be displayed with the data visualization further includes:
the data card for displaying the data visualization comprises a data set, display data dimensions, a display mode and interaction definitions, wherein the data set is selected, and the relationship between the data set and input parameters and the data dimensions displayed by the data set are configured;
the generation conditions of the data card for displaying the data visualization comprise the following steps:
selecting a display chart type;
configuring a corresponding relation between a display chart type and a data dimension of a data set;
determining a configuration chart display style;
and determining the interaction mode of the configuration diagram.
Further, the data visualization configuration presentation comprises:
after all the data cards are configured, firstly configuring dynamic perception index calculation logic, then executing dynamic perception condition judgment logic, and finally obtaining the data cards to be executed, thereby previewing verification and issuing production;
and when the configuration of the data card is not completed, the configuration of the data card is carried out again.
Further, executing dynamic sensing condition judgment logic, comprising: and after receiving the query request, the application at the back end of the dynamic perception index calculation logic executes the dynamic perception index calculation logic, and returns the index value according to the index query configuration.
Further, the conditions for creating the data visualization operation show comprise: executing dynamic perception condition judging logic, returning displayable data cards, executing the dynamic perception condition judging logic by the background application, calculating the weight value of each data card according to user input parameters, system parameters and dynamic index values, calculating executable data cards according to the weights and user configuration basic parameters, and returning the executable data cards to the front-end application.
Further, the visualized basic information module: the data visualization system is used for determining basic information of the data visualization, and the data visualization is divided into data visualization configuration and data visualization operation display;
the data card configuration module: the data card is used for creating conditions for data visualization configuration and display based on basic data of the data visualization, configuring the basic data of the data visualization in a visualization dragging mode, and generating a data card for data visualization to be displayed;
a user query module: the system comprises a data visualization configuration display condition creating module, a data visualization operation display condition creating module, a data visualization display view selecting module, a data visualization basic data returning module, a query and dynamic dimension selecting page generating module, a query condition input module, a query request sending module and a query request sending module, wherein the data visualization configuration display condition creating module is used for creating a data visualization configuration display condition, creating a data visualization operation display condition, selecting a data visualization display view by a user, returning the basic data of the data visualization, dynamically generating a query and dynamic dimension selecting page, and inputting the query condition by the user and sending the query request;
an accept query request module: the dynamic perception condition judgment logic is used for receiving the inquiry request, executing the dynamic perception condition judgment logic according to the dynamic perception index calculation logic of the inquiry request, and returning the visual data card to be displayed according to the judgment result and the card weight;
the graph interaction analysis module: and the data card is executed and called according to the data information of the data card, a graph display analysis page is generated, and graph interaction analysis is completed.
Furthermore, the data card configuration module also comprises,
a data card unit: the data card for displaying the data visualization comprises a data set, display data dimensions, a display mode and an interaction definition, and is used for selecting the data set, configuring the relationship between the data set and input parameters and displaying the data dimensions of the data set;
display a graph type element: for selecting a display chart type;
a correspondence unit: the data processing system is used for configuring the corresponding relation between the display chart type and the data dimension of the data set;
configuring a graphic display style unit: for determining a configuration chart display style;
a graphic interaction mode unit: the method is used for determining the interaction mode of the configuration diagram.
Further, the visualized basic information module comprises,
a data card configuration completion unit: the dynamic sensing condition judging logic is executed after the data cards are configured, and the data cards to be executed are finally obtained, so that preview verification and release production are realized;
the unfinished configuration unit of the data card: and the method is used for judging that the data card configuration is carried out again when the data card configuration is not completed.
Further, the module for accepting the query request includes,
dynamic perception index calculation logic unit: and the back-end application for executing the dynamic perception index calculation logic executes the dynamic perception index calculation logic after receiving the query request, and returns the index value according to the index query configuration.
Further, the module for receiving the inquiry request comprises,
executing a dynamic sensing condition judgment logic unit: the background application executes the dynamic perception condition judgment logic, calculates the weight value of each data card according to user input parameters, system parameters, dynamic index values and the like, calculates the executable data card according to the weight and user configuration basic parameters, and then returns the executable data card to the front-end application.
Has the advantages that: according to the invention, dynamic intelligent display of the data card is realized by introducing dynamic perception calculation indexes and dynamic perception calculation logic, and the defects of fixed layout, displayed content and fixed display mode of data visualization display in the prior art are solved, especially the service is complex, a large number of data cards are needed for analyzing and displaying service scenes, so that service analysts can effectively focus on the services needing attention, the data analysis efficiency is improved, and the data analysis quality is improved.
The system can help the client to accurately prompt the risk, prompt a risk analysis path and a risk analysis method, provide intelligent and dynamic wind control analysis capability and insight capability for the client, and solve the problem of comprehensive risk control by using minimum human input.
The progress and the effect that can real-time, accurate show marketing, each dimension data of dynamic perception are unusual to give the audio-visual data display of administrator, be convenient for adjust marketing scheme and strategy at any time, can realize the variety of data display mode according to user's demand, accurate, quick, high-efficient, the transmission data information who retrencies.
Drawings
FIG. 1 is a schematic flow chart of an intelligent visual analysis method based on dynamic sensing;
FIG. 2 is a schematic diagram of a distribution of an intelligent visual analysis system based on dynamic perception;
FIG. 3 is a schematic diagram of a data card configuration system.
Detailed Description
The following describes the technical solution of the intelligent visual analysis method and system based on dynamic sensing in further detail with reference to the embodiments.
An intelligent visual analysis method based on dynamic perception,
s100, determining basic information of data visualization, wherein the data visualization is divided into data visualization configuration and data visualization operation display;
wherein, the basic information is the basic information of the visual layout of configuration, and the selection layout template includes: layout name, layout template, whether dynamic dimensionality is supported, maximum display graphics quantity and other basic parameters.
S200, creating conditions for data visualization configuration display based on basic data of data visualization, configuring the basic data of the data visualization in a visualization dragging mode, and generating a data card for data visualization to be displayed;
specifically, based on basic data of data visualization, creating conditions for data visualization configuration and display, configuring the basic data of the data visualization in a visualization dragging mode, generating a data card of the data visualization to be displayed, and defining dynamic display index calculation logic of the data card of the data visualization to be displayed, dynamic perception logic judgment of the data card of the data visualization to be displayed and data card weight configuration;
the basic information of configuration visualization comprises input condition configuration, and according to different input condition functions, user input parameters are defined as: the method comprises the following steps of inputting parameters, dynamic dimensions and global parameters, wherein the input parameters and the global parameters are mainly determined by data set selection, dynamic perception index calculation and dynamic perception logic judgment, the input parameters can generate a query condition page, the parameter values are input by a user, the global parameters generally do not generate the query condition page, and the parameter values are automatically obtained from other pages or databases by a system. The dynamic dimension is mainly used for selecting the dimension during data presentation, and the data presentation content is dynamically switched by selecting different data dimensions.
The input parameters are realized in a dragging mode, and a user can intuitively feel the effect of inquiring the condition page. Various input conditions are defined as various components, a query condition area is used as a control panel display container, the query components are dragged to a specified position, and a user is allowed to adjust various display attributes of the components, so that various query condition interfaces required by the user are generated.
S300, creating conditions for data visualization operation and display based on conditions for creating data visualization configuration and display, selecting a data visualization display view by a user, returning basic data of the data visualization, dynamically generating a query and dynamic dimension selection page, inputting query conditions by the user and sending a query request;
specifically, based on conditions for creating data visualization configuration display and conditions for creating data visualization operation display, a user selects a data visualization display view, returns basic data of the data visualization and inputs configuration parameters, so that a query page and a dynamic dimension selection page are dynamically generated, and the user inputs query conditions and sends a query request;
the visualized operation display stage refers to intelligent visualized display of data after release and delivery and when a user uses the data, and is mainly realized by a data visualized dynamic perception execution engine.
The data visualization execution engine is developed by adopting a framework with separated front and back ends, and therefore comprises a front-end application part and a back-end application part.
The visual view selection is that a user selects a visual data view to be analyzed by clicking a menu or other jump links, and sends a query request to a back-end application.
And returning the view configuration basic information and the input parameter configuration information is that after the back-end application receives the query request, the back-end application returns the configuration information such as view layout configuration and input parameter configuration to the front-end application according to the view configuration.
The dynamic view condition query page is generated by the front-end application after receiving the configuration information, generating a view basic layout, a query condition page, a dynamic dimension selection page and the like.
The user inputs the query conditions, and the query request is sent by the user, namely the user fills the query conditions according to the service requirements, selects the dynamic analysis dimensionality, clicks the query and then sends the query request, so that the data information can be accurately, quickly and efficiently transmitted according to the user requirements.
The query parameter component is divided into: the input type assembly and the selection type assembly, wherein the input type assembly comprises: single line text, multirow text, password, numerical value section etc. multiple input mode, the choice type subassembly includes: drop-down list, single selection, multiple selection, tree, mechanism tree, date section, date month and other input modes.
S400, receiving the query request, calculating logic according to the dynamic perception index of the query request, executing dynamic perception condition judgment logic, and returning the visual data card to be displayed according to the judgment result and the card weight;
the receiving of the query request is to execute dynamic perception index calculation logic, and the back-end application executes the dynamic perception index calculation logic after receiving the query request, and returns an index value according to index query configuration.
And executing dynamic perception condition judgment logic, returning the visual data cards to be displayed, executing the dynamic perception condition judgment logic by the background application, calculating the weight value of each data card according to user input parameters, system parameters, dynamic index values and the like, calculating executable data cards according to the weights and user configuration basic parameters, and returning the executable data cards to the front-end application.
And S500, executing and calling the data card according to the data information of the data card, generating a graph display analysis page, and finishing graph interaction analysis.
Specifically, according to the executable data card, a back-end calling request is sent in parallel: and after the front-end application receives the data card to be executed, splicing the input parameter values of the user and the like, and sending a data card query request to the back-end application in parallel.
And returning a graph request result: and after receiving the query request, the back-end application acquires the data card dataset according to the data card dataset configuration, in combination with the user input parameters and the dynamic dimension information, and simultaneously returns the card display configuration information and the interactive configuration information to the foreground application.
Generating a graphic display analysis interface: after the front-end application receives the back-end return information, the data display page is generated according to the graphic configuration information, and meanwhile, the user interaction analysis link is generated
Entering a graph interaction analysis stage: the user can carry out interactive data analysis according to the service requirement until obtaining the satisfied effect.
In another embodiment, the method for configuring the visualized basic information by the visual drag mode to generate the data card further includes:
the data card comprises a data set, a display data dimension, a display mode and an interaction definition, the data set is selected, and the relationship between the data set and the input parameters and the data dimension displayed by the data set are configured;
specifically, a data set is selected: and selecting a data set to be visually displayed by selecting a data source. Each data card has only one data set; the data set is connected with a database by a standard JDBC interface and supports various databases such as DB2, oracle, mysql, hadoop, gbase, CDH, TDH, gauss, dameng and the like.
Selecting a display chart type;
specifically, the data display chart type is selected from various graphs such as bar charts, line charts, area charts, biaxial charts, bidirectional bar charts, scatter charts, histograms, indicator cards, funnel charts, radar charts, and morganin charts.
Configuring a corresponding relation between a display graph and a data dimension of a data set;
specifically, the corresponding relation between the configuration graph and the data set is defined as an index value and a dimension value by a dragging mode, and the index value and the dimension value are associated with an x axis, a y axis and a z axis of the graph according to different graph types, namely the data dimension is bound with the graph display.
Determining a configuration graphic display style;
specifically, the configuration graphic presentation style is the attributes of each basic component of the configuration graphic, such as color, font, size, and the like, including title, legend, coordinate axis, line, and the like
Determining a configuration graph interaction mode;
specifically, the interaction mode of the configuration graph is an interaction mode of a configuration data card and a user, and two main functions of jump condition configuration and jump parameter configuration are realized; by means of skip condition configuration, different data cards can be skipped to according to different input parameters or query result sets, and dynamic perception of user interaction is achieved; and the required parameters are transmitted to the required data card through the configuration of the jump parameters, and the data dynamic sensing function of the data card is realized by the next data card required to be displayed.
In another embodiment, after all the data cards are configured, firstly configuring dynamic perception index calculation logic, then executing dynamic perception condition judgment logic, and finally obtaining the data cards to be executed, thereby previewing, verifying, issuing and putting into production;
and when all the data cards are not configured, the configuration of the data cards is carried out again.
Intelligent visualization analytic system based on dynamic perception includes:
visual basic information module 01: the data visualization system is used for determining basic information of the data visualization, and the data visualization is divided into data visualization configuration and data visualization operation display;
data card configuration module 02: the system comprises a data card, a data processing module and a display module, wherein the data card is used for configuring visual basic information in a visual dragging mode and generating the data card;
the user query module 03: the system is used for a user to select a visual display view, return basic information of the visualization, input parameter configuration information, dynamically generate a condition query page, and input a query condition and send a query request;
the query request accepting module 04: the system comprises a data acquisition module, a data processing module and a data processing module, wherein the data acquisition module is used for receiving a query request, executing dynamic sensing indexes according to parameters of the query request, executing dynamic sensing condition judgment logic and returning a visual data card;
the graphic interaction analysis module 05: the data cards are called in parallel according to the data cards, the graph display analysis page is generated, graph interaction analysis is completed, diversity of data display modes can be achieved according to user requirements, and data information is transmitted accurately, quickly, efficiently and simply.
In another embodiment, the data card unit 10: the data card comprises a data set, a display data dimension, a display mode and an interaction definition, and is used for selecting the data set, configuring the relation between the data set and the input parameters and the data dimension displayed by the data set;
the display chart type unit 11: for selecting a display chart type;
the correspondence relationship unit 12: the data dimension display method is used for configuring the corresponding relation between the display graph and the data dimension of the data set;
configuration graphic display style unit 13: for determining a configuration graphics display style;
the graphic interaction means unit 14: for determining the configuration graph interaction mode.
In another embodiment, the data card configuration completion unit 07: the dynamic sensing condition judging logic is executed after the data cards are configured, and the data cards to be executed are finally obtained, so that preview verification and release production are realized;
data card incomplete configuration unit 08: and the method is used for judging that the configuration of the data cards is carried out again when all the data cards are not configured.
In another embodiment, the dynamic perception index calculation logic unit 09: and the back-end application for executing the dynamic perception index calculation logic executes the dynamic perception index calculation logic after receiving the query request, and returns the index value according to the index query configuration.
In another embodiment, the dynamic sensing condition judgment logic unit 06: the background application executes the dynamic perception condition judgment logic, calculates the weight value of each data card according to user input parameters, system parameters, dynamic index values and the like, calculates the executable data card according to the weight and user configuration basic parameters, and then returns the executable data card to the front-end application.
The invention realizes the dynamic intelligent display of the data card by introducing the dynamic perception calculation index and the dynamic perception calculation logic, solves the defects of fixed layout, displayed content and fixed display mode of data visual display in the prior art, particularly solves the problem of complex service and the problem of needing a large number of data cards for analysis and display of service scenes, and can effectively lead service analysts to pay attention to the service needing attention, improve the data analysis efficiency and improve the quality of data analysis.
In the aspect of big data wind control: due to the fact that a large number of all-around wind control clues are introduced, the important risk control and the risk analysis preference control have great difficulty, no follow-up operation is needed under the condition of a large number of data clues, and due to the introduction of the intelligent visual analysis method based on dynamic perception, the intelligent visual analysis method can help a client to accurately prompt risks and prompt risk analysis paths and methods, and intelligent and dynamic wind control analysis capability and insight capability are provided for the client. And the problem of overall risk control is solved by using the minimum manpower input.
In the aspect of intelligent marketing: the dynamic perception-based intelligent visual analysis method has the advantages that lag and inaccuracy often exist in monitoring and evaluation of customer marketing schemes under different types, different scenes and different activities, progress and effect of marketing can be accurately displayed in real time due to the introduction of the dynamic perception-based intelligent visual analysis method, data abnormity of all dimensions can be dynamically perceived, visual data display is provided for a manager, and marketing schemes and strategies can be conveniently adjusted at any time.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (6)
1. The intelligent visual analysis method based on dynamic perception is characterized by comprising the following steps:
determining basic information of data visualization, wherein the data visualization is divided into data visualization configuration display and data visualization operation display;
based on basic data of data visualization, creating conditions for data visualization configuration display, configuring the basic data of the data visualization in a visualization dragging mode, and generating a data card for data visualization to be displayed; defining dynamic display index calculation logic of the data card of the data visualization to be displayed, dynamic perception logic judgment and data card weight configuration of the data visualization to be displayed;
creating a condition for data visualization operation display based on a condition for creating data visualization configuration display, selecting a data visualization display view by a user, returning basic data of the data visualization, inputting parameter configuration information, dynamically generating a query and dynamic dimension selection page, inputting a query condition by the user and sending a query request; the conditions for creating the data visualization operation show comprise the following conditions: executing dynamic perception condition judgment logic, returning the data cards to be displayed, executing the dynamic perception condition judgment logic by the background application, calculating the weight value of each data card to be displayed according to user input parameters, system parameters and dynamic index values, calculating executable data cards according to the weights and user configuration basic parameters, and returning the executable data cards to the front-end application;
receiving a query request, executing dynamic perception condition judgment logic according to dynamic perception index calculation logic of the query request, and returning a visual data card to be displayed according to a judgment result and card weight, wherein after receiving the query request, a back-end application executing the dynamic perception index calculation logic executes the dynamic perception index calculation logic, inquires configuration according to indexes, and returns an index value;
and executing and calling the data card according to the data information of the data card, generating a graph display analysis page, and finishing graph interaction analysis.
2. The intelligent visualization analysis method based on dynamic perception according to claim 1, wherein the step of configuring basic data of data visualization in a visualization dragging mode and generating a data card of the data visualization to be displayed comprises:
the data card for displaying the data visualization comprises a data set, display data dimensions, a display mode and interaction definitions, the data set is selected, and the relationship between the data set and input parameters and the data dimensions displayed by the data set are configured;
the generation conditions of the data card for displaying the data visualization comprise the following steps:
selecting a display chart type;
configuring a corresponding relation between a display chart type and a data dimension of a data set;
determining a configuration chart display style;
and determining the interaction mode of the configuration diagram.
3. The intelligent visualization analysis method based on dynamic perception according to claim 1, wherein data visualization configuration presentation comprises:
after all the data cards are configured, firstly configuring dynamic perception index calculation logic, then executing dynamic perception condition judgment logic, and finally obtaining the data cards to be executed, thereby previewing verification and issuing production;
and when the configuration of the data card is not completed, the configuration of the data card is carried out again.
4. Intelligent visualization analytic system based on dynamic perception, which is characterized by comprising:
a visualized basic information module: the basic information used for determining the data visualization is divided into data visualization configuration and data visualization operation display;
a data card configuration module: the data visualization display method comprises the steps of creating conditions for data visualization configuration display based on basic data of data visualization, configuring the basic data of the data visualization in a visualization dragging mode, and generating a data card for data visualization to be displayed; defining dynamic display index calculation logic of the data card of the data visualization to be displayed, dynamic perception logic judgment and data card weight configuration of the data visualization to be displayed;
a user query module: the system comprises a data visualization operation display module, a query module, a data visualization configuration display module, a data visualization operation display module, a data visualization display view module, a query module, a dimension selection page module and a dimension selection page module, wherein the data visualization operation display module is used for creating conditions of data visualization configuration display and creating conditions of data visualization operation display, a user selects the data visualization display view, returning basic data of the data visualization, inputting parameter configuration information, dynamically generating the query and dynamic dimension selection page, and the user inputs query conditions and sends a query request; the conditions for creating the data visualization operation show comprise: executing dynamic perception condition judgment logic, returning the data cards to be displayed, executing the dynamic perception condition judgment logic by the background application, calculating the weight value of each data card to be displayed according to user input parameters, system parameters and dynamic index values, calculating executable data cards according to the weights and user configuration basic parameters, and returning the executable data cards to the front-end application;
the module for receiving the inquiry request comprises: the dynamic perception condition judgment logic is executed according to the dynamic perception index calculation logic of the query request, and the data card to be displayed and visualized is returned according to the judgment result and the card weight, wherein after the dynamic perception index calculation logic is executed, the dynamic perception index calculation logic is executed after the application receives the query request, and index value is inquired, configured and returned according to the index;
the graph interaction analysis module: and the data card is executed and called according to the data information of the data card, a graph display analysis page is generated, and graph interaction analysis is completed.
5. The intelligent visualization-based dynamic perception according to claim 4, wherein the data card configuration module includes,
a data card unit: the data card for displaying the data visualization comprises a data set, display data dimensions, a display mode and interaction definitions, and is used for selecting the data set, configuring the relationship between the data set and input parameters and displaying the data dimensions of the data set;
display chart type element: for selecting a display chart type;
a correspondence unit: the data processing system is used for configuring the corresponding relation between the display chart type and the data dimension of the data set;
configuring a graphic display style unit: for determining a configuration chart display style;
a graphic interaction mode unit: the method is used for determining the interaction mode of the configuration diagram.
6. The intelligent visualization-based dynamic perception according to claim 4, wherein the basic information module for visualization comprises,
a data card configuration completion unit: the dynamic sensing condition judging logic is executed after the data cards are configured, and the data cards to be executed are finally obtained, so that preview verification and release production are realized;
data card unfinished configuration unit: and the data card configuration module is used for judging that the data card is not configured completely and then reconfiguring the data card.
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