CN110019431B - Data visualization processing method and system and terminal equipment - Google Patents
Data visualization processing method and system and terminal equipment Download PDFInfo
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- CN110019431B CN110019431B CN201711307001.0A CN201711307001A CN110019431B CN 110019431 B CN110019431 B CN 110019431B CN 201711307001 A CN201711307001 A CN 201711307001A CN 110019431 B CN110019431 B CN 110019431B
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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- G06F16/248—Presentation of query results
Abstract
The disclosure relates to the technical field of data visualization, and provides a data visualization processing method, a data visualization processing system and terminal equipment. The data visualization processing method comprises the following steps: monitoring the time of a time control of the data visualization module; when the time of the time control is monitored to be changed, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time; selecting the skin of the corresponding data visualization module according to the changed time; and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin. According to the method, the skin corresponding to the Dashboard, namely the data visualization module, is designed for different aging data, and the operation control is carried out through the time control, so that the recognition degree of the user on the aging of the data displayed in the Dashboard is greatly enhanced under the condition that the user experience is not influenced, the risk of data misjudgment can be effectively avoided, and the method has a very strong practical application value particularly in the Dashboard launched as a large screen.
Description
Technical Field
The present disclosure relates to the field of data visualization technologies, and in particular, to a data visualization processing method, system, and terminal device.
Background
The Dashboard is directly translated from a Dashboard, is derived from an automobile Dashboard, is a device for visually displaying the working conditions of each system of the vehicle, and comprises a speedometer, a tachometer, a fuel meter and the like, so that a driver can conveniently obtain the integral condition of the vehicle from the automobile Dashboard. With the development of information technology, more and more data is stored and calculated, and the data is more and more diversified and multidimensional in use and presentation. Currently, the Dashboard has evolved into a branch in the technical field of data visualization, and specifically refers to a module for presenting data information contents to be expressed in a reasonable graphical imaging and structuring manner, so that data can be presented in a more intuitive, clear and effective manner, and the Dashboard is a module for realizing data visualization owned by general Business Intelligence (BI for short). In the Dashboard, a user can not only directly observe and analyze data and diagrams, but also control the display, calculation, filtering, grouping and the like of the data through a control, so that the user can be helped to quickly judge the service condition through the data, and the decision and action of the user are supported.
Currently, the dashboards mainly control the display content and mode of data through controls. For historical data presentation, date selection controls are typically provided to allow the user to select the corresponding date and present the data on the selected date. In addition, the timeliness of the data is not further explained and presented. That is, currently, judging the aging of data on the Dashboard mainly depends on the application and understanding of the date selection control by the user, and observing and identifying the aging property of data can only be shown by controlling the time dimension on the date selection control.
The main disadvantages of the prior art are: the timeliness is an important attribute characteristic of data, particularly, in a scene that a Dashboard is used as a large screen for putting in, because more than one user participates in large screen monitoring, a certain user can change the operation behavior of the data content in the Dashboard through a date selection control, the operation behavior is not easy to visually transmit to other users, and other users are caused to easily influence production due to the fact that the other users do not know the selection of the date control in the Dashboard or pay attention to the change of date dimension display, wrong observation is made on the timeliness of the data, and misjudgment is easily caused to the real-time production condition. In order to avoid this risk, one current solution is to separate the Dashboard displaying the real-time data from the Dashboard displaying the historical data, which means that two sets of dashboards are generated, the dimensions and the organization of which are the same, the only difference is that the contents of the two dashboards are different in terms of time, and the Dashboard displaying the real-time data does not provide a date selection control and does not allow the user to modify the time-effect property of the data. The user needs to check the historical data, and only can select a date to check certain historical date data through the Dashboard carrying the historical data, so that the workload for system resources and user operation is double.
The data visual design in the Dashboard is focused on the effective graphic display aspect of data content at present, and a scheme for realizing certain data visualization by combining the overall style of the Dashboard as a visualization element with real-time display data is not provided.
Therefore, a new processing method for data visualization is needed.
The above information disclosed in this background section is only for enhancement of understanding of the background of the disclosure and therefore it may contain information that does not constitute prior art that is already known to a person of ordinary skill in the art.
Disclosure of Invention
The present disclosure is directed to a method, system, and terminal device for processing data visualization, which overcome one or more of the problems due to the limitations and disadvantages of the related art, at least to some extent.
Additional features and advantages of the disclosure will be set forth in the detailed description which follows, or in part will be obvious from the description, or may be learned by practice of the disclosure.
According to a first aspect of the present disclosure, a processing method of data visualization is disclosed, including:
monitoring the time of a time control of the data visualization module;
when the time of the time control is monitored to be changed, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time;
selecting the skin of the corresponding data visualization module according to the changed time; and
and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin.
According to an example embodiment of the present disclosure, the time includes a real-time and a historical time, the data includes a real-time data and a historical data corresponding to the real-time and the historical time, respectively, and the skin includes a real-time skin and a historical skin corresponding to the real-time and the historical time, respectively.
According to an example embodiment of the present disclosure, the historical data is data corresponding to a specific time point of the historical time.
According to an example embodiment of the present disclosure, the historical time includes a plurality of historical time periods, and the historical skin includes a plurality of sub-historical skins corresponding to the plurality of historical time periods.
According to an example embodiment of the present disclosure, the newly selecting data required to be displayed by the corresponding data visualization module according to the changed time includes:
and newly selecting the data required to be displayed by the corresponding data visualization module from the database according to the changed time.
According to an example embodiment of the present disclosure, wherein newly selecting the skin of the corresponding data visualization module according to the changed time includes:
and newly selecting the skin of the corresponding data visualization module from the skin resource pool according to the changed time.
According to an example embodiment of the present disclosure, the skin resource pool is composed of a plurality of sets of cascading style sheet files.
According to an example embodiment of the present disclosure, wherein the skin of the data visualization module has at least one of the following visualization properties: background, color, brightness, contrast, or mask.
According to a second aspect of the present disclosure, a processing system for data visualization is disclosed, comprising:
the time monitoring module is used for monitoring the time of the time control of the data visualization module;
the data selection module is used for newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time when the time of the time control is monitored to be changed;
the skin selection module is used for newly selecting the skin of the corresponding data visualization module according to the changed time; and
and the display updating module is used for replacing the currently displayed data and skin of the data visualization module with newly selected data and skin.
According to an example embodiment of the present disclosure, the time includes a real-time and a historical time, the data includes a real-time data and a historical data corresponding to the real-time and the historical time, respectively, and the skin includes a real-time skin and a historical skin corresponding to the real-time and the historical time, respectively.
According to a third aspect of the present disclosure, a computer-readable storage medium is disclosed, on which a computer program is stored, characterized in that the program, when being executed by a processor, realizes the following method steps:
monitoring the time of a time control of the data visualization module;
when the time of the time control is monitored to be changed, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time;
selecting the skin of the corresponding data visualization module according to the changed time; and
and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin.
According to a fourth aspect of the present disclosure, a terminal device is disclosed, which is characterized by comprising:
a processor;
a memory storing instructions for the processor to control:
monitoring the time of a time control of the data visualization module;
when the time of the time control is monitored to be changed, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time;
selecting the skin of the corresponding data visualization module according to the changed time; and
and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin.
According to some embodiments of the disclosure, the skin corresponding to the Dashboard, namely the data visualization module, is designed for different aging data, and the operation control is performed through the time control, so that under the condition that the user experience is not influenced, the recognition degree of the user on the data aging displayed in the Dashboard is greatly enhanced, the risk of data misjudgment can be effectively avoided, and the method has very strong practical application value particularly in the Dashboard launched as a large screen.
According to other embodiments of the disclosure, the display of real-time data and historical data is completed under a set of Dashboard, namely a data visualization module, so that the system development cost is greatly reduced.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.
Drawings
The above and other objects, features and advantages of the present disclosure will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawings.
Fig. 1 shows a flow chart of a processing method of data visualization according to an example embodiment of the present disclosure.
Fig. 2 shows a schematic diagram of a data visualization module as a container in real-time according to an example embodiment of the present disclosure.
FIG. 3 shows a schematic diagram of a data visualization module as a container in a historical state according to an example embodiment of the present disclosure.
Fig. 4 shows a schematic illustration of a data visualization module in a real-time state according to an example embodiment of the present disclosure.
Fig. 5 shows a schematic diagram of the display effect of a data visualization module in a historical state according to an example embodiment of the present disclosure.
FIG. 6 shows a block diagram of a processing system for data visualization according to an example embodiment of the present disclosure.
Fig. 7 illustrates a terminal device according to an example embodiment of the present disclosure.
Detailed Description
Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many different forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The drawings are merely schematic illustrations of the present disclosure and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus their repetitive description will be omitted.
Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided to give a thorough understanding of embodiments of the disclosure. One skilled in the relevant art will recognize, however, that the subject matter of the present disclosure can be practiced without one or more of the specific details, or with other methods, components, steps, and so forth. In other instances, well-known structures, methods, implementations, or operations are not shown or described in detail to avoid obscuring aspects of the disclosure.
Some of the block diagrams shown in the figures are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and/or processor devices and/or microcontroller devices.
The purpose of the disclosure is to disclose a data visualization processing method, a data visualization processing system and a terminal device. The data visualization processing method comprises the following steps: monitoring the time of a time control of the data visualization module; when the time of the time control is monitored to be changed, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time; selecting the skin of the corresponding data visualization module according to the changed time; and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin. According to the method, the skin corresponding to the Dashboard, namely the data visualization module, is designed for different aging data, and the operation control is carried out through the time control, so that the recognition degree of the user on the aging of the data displayed in the Dashboard is greatly enhanced under the condition that the user experience is not influenced, the risk of data misjudgment can be effectively avoided, and the method has a very strong practical application value particularly in the Dashboard launched as a large screen. Meanwhile, the display of real-time data and historical data is completed under a set of Dashboard, namely a data visualization module, so that the system development cost is greatly reduced.
The following describes in detail a processing method, a system and a terminal device for data visualization of the present disclosure with reference to fig. 1 to 7, wherein fig. 1 shows a flowchart of a processing method for data visualization according to an example embodiment of the present disclosure; FIG. 2 shows a schematic diagram of a data visualization module as a container in a real-time state according to an example embodiment of the present disclosure; FIG. 3 shows a schematic diagram of a data visualization module as a container in a historical state according to an example embodiment of the present disclosure; FIG. 4 illustrates a presentation of a data visualization module in real-time according to an example embodiment of the present disclosure; FIG. 5 shows a graphical illustration of the presentation of data visualization modules in a historical state according to an example embodiment of the present disclosure; FIG. 6 shows a block diagram of a processing system for data visualization according to an example embodiment of the present disclosure; fig. 7 illustrates a terminal device according to an example embodiment of the present disclosure.
It should be particularly noted that fig. 4 and 5 are schematic diagrams illustrating the display effect when the Dashboard is launched as a large screen, and since the size of the large screen is actually tens of meters or even tens of meters wide, although the characters/numbers on the screen are actually large, it is inevitably difficult to ensure that each character/number on the screen is clearly recognizable from the drawings of which the size is reduced from tens of meters or even tens of meters to tens of centimeters (reduced to one percent or even one hundredth), so fig. 4 and 5 are only used for schematically providing the perceptual knowledge of the display effect of the Dashboard, and neither the clear recognition of the characters/numbers therein is used for explaining, explaining or limiting the present disclosure.
First, the basic process of the data visualization processing method of the present disclosure is described as a whole, and then, the detailed description is given by way of specific embodiments with reference to the accompanying drawings.
It is a very common operation for users to change the current data aging through the time control in a Dashboard, that is, a data visualization module, but when the Dashboard is used by multiple people, especially when the Dashboard is put into use as a large screen, misunderstanding of data is often caused because the users do not know or pay attention to the change of the time control on the data aging.
In order to avoid the problem that data aging cannot be rapidly and clearly distinguished when the Dashboard is put on a large screen, the method provides a processing mode for replacing Dashboard skin display, the overall style background style (background skin or skin for short) of the Dashboard is used as a visual element, the visual element is combined with displayed data content, and the attribute (particularly time/aging attribute) of the currently displayed data is rapidly and intuitively identified by a user through the common change of the background skin and the data.
The method of the present disclosure extends the scope of control of the time control in the Dashboard, and the time control is used by the user not only to control the age of the current data, but also to control certain characteristics of the Dashboard container, such as the (background) skin of the Dashboard. The attribute dataState for storing the current data state (mainly referring to the aging/time state of the data) of the Dashboard and the attribute skinState for storing the current (background) skin are defined, and the whole Dashboard can continuously check the aging state and the (background) skin state of the data according to the data-skin resource configuration rule, so that the aging state and the (background) skin state are kept uniform. The dataState attribute value is changed when the aging of the data in the Dashboard changes.
When the content of the Dashboard is designed and organized, besides considering that the organization of the data keeps real-time data and historical data, the design of the chronological (background) skin of the Dashboard is also increased, and a computer language which is a multi-set Cascading Style sheet (CSS Style Sheets, which is an application for representing HTML (standard general markup language) or XML (a subset of standard general markup language) and other file styles is designed for the Dashboard. It will be appreciated that in the method the content of the Dashboard displayed as a container therein includes two aspects, one being the data content at a particular time and the other being the Dashboard (background) skin at the corresponding time.
The following describes a processing method of data visualization in detail with reference to fig. 1 to 5, wherein fig. 1 shows a flow chart of a processing method of data visualization according to an example embodiment of the present disclosure; FIG. 2 shows a schematic diagram of a data visualization module as a container in a real-time state according to an example embodiment of the present disclosure; FIG. 3 shows a schematic diagram of a data visualization module as a container in a historical state according to an example embodiment of the present disclosure; FIG. 4 illustrates a presentation of a data visualization module in real-time according to an example embodiment of the present disclosure; fig. 5 shows a schematic diagram of the display effect of a data visualization module in a historical state according to an example embodiment of the present disclosure.
Fig. 1 shows a flow chart of a processing method of data visualization according to an example embodiment of the present disclosure. The method can be used for application programs of terminal equipment. The terminal device may be a personal computer, a workstation, a server, or the like, but the disclosure is not limited thereto.
As shown in FIG. 1, at S102, the time of the time control of the data visualization module is monitored. And monitoring whether the time of a time control of the data visualization module is changed, namely whether the real-time is changed into the historical time or the historical time is changed into the real-time.
In S104, when the time monitored by the time control changes, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time.
As mentioned above, the content of the Dashboard displayed as a container includes two aspects, one being the data content at a particular time and the other being the Dashboard (background) skin at the corresponding time. That is, as shown in figures 2 and 3 respectively, the content in which the Dashboard container is presented in the real-time (time) state comprises real-time data 11 and real-time skin 12, and the content in which the Dashboard container is presented in the historical (time) state comprises historical data 21 and historical skin 22.
Therefore, when it is monitored that the user changes the current data timeliness through the time control, if the real-time is changed into the historical time, newly selecting data corresponding to a specific time point of the historical time as data which needs to be displayed currently by the data visualization module; and if the historical time is changed into the real-time, newly selecting the real-time data as the data which is required to be displayed currently by the data visualization module.
According to an example embodiment of the present disclosure, the newly selecting data required to be displayed by the corresponding data visualization module according to the changed time includes:
and newly selecting the data required to be displayed by the corresponding data visualization module from the database according to the changed time.
At S106, the skin of the corresponding data visualization module is newly selected according to the changed time.
Similarly, when it is monitored that the user changes the current data timeliness through the time control, if the real-time is changed into the historical time, the historical skin is newly selected as the skin which is required to be displayed currently by the data visualization module; and if the historical time is changed into the real-time, newly selecting the real-time skin as the skin which is required to be displayed currently by the data visualization module.
It should be particularly noted that real-time data is substantially similar to real-time skin in meaning, and can be considered as "a kind of (real-time) data/skin; however, the historical data and the historical skin have different meanings, because the historical data is actually 'a plurality of' data corresponding to specific time points of different historical times, and the historical skin is only one, namely, the same historical skin is corresponding to the specific time points of the different historical times. However, the present disclosure is not limited thereto, and the history time may be divided into a plurality of history time periods in chronological order, while the history skin is set to a plurality of sub-history skins corresponding to the plurality of history time periods, respectively.
Accordingly, the skin resource pool may include real-time skin and historical skin; alternatively, the skin resource pool may also include a real-time skin and a plurality of sub-history skins.
According to an example embodiment of the present disclosure, wherein newly selecting the skin of the corresponding data visualization module according to the changed time includes: and newly selecting the skin of the corresponding skin visualization module from the skin resource pool according to the changed time.
At S108, the data and skin presented by the data visualization module are replaced with the newly selected data and skin.
From the specific bottom level operation, two operation states are also distinguished. The state 1 is when the historical time is changed into the real-time, that is, when the dataState is the real-time, the following operations are performed: clearing the local skin cache; displaying the newly selected real-time data; loading skin state as a real-time skin resource; and modifying skinnstate-real-time skin. State 2 is when the real-time is changed to the historical time, that is, when dataState is not the real-time (i.e. a specific historical time point), the following operations are performed: clearing the local skin cache; displaying newly selected data corresponding to specific time points of historical time; loading skin state as a historical skin resource; and modifying skinState-historical skin.
According to an example embodiment of the present disclosure, wherein the skin of the data visualization module has at least one of the following visualization properties: background, color, brightness, contrast, or mask.
Fig. 4 is a schematic illustration showing a data visualization module according to an example embodiment of the present disclosure in a real-time state, corresponding to state 1; fig. 5 shows a schematic diagram of the display effect of the data visualization module in the historical state according to the example embodiment of the present disclosure corresponding to the state 2. Fig. 4 shows how the user selects the show effect of the Dashboard in real time, all the data is real time data, and the overall style skin of the Dashboard may be blue and black (actual color, not shown), for example. When the user wishes to view the historical data, the date selection control on the Dashboard selects the historical date, the data content presents the historical data, the overall style of the Dashboard changes accordingly (as shown in figure 5), and the skin may change to blue-green, for example, or one or more of the other visual attributes of the skin may change simultaneously. At this time, a user viewing the Dashboard through a large screen can quickly understand that the historical data is currently displayed according to the skin style, and the user does not rely on the date displayed on the time control to judge the aging of the data. The skin style of the Dashboard is used as a visual element, and is combined with the displayed data content in an interactive manner, so that the characteristics of the data content in the Dashboard can be quickly and conveniently identified by a user.
FIG. 6 shows a block diagram of a processing system for data visualization according to an example embodiment of the present disclosure.
As shown in fig. 6, the processing system 600 for data visualization may include a time monitoring module 602, a data selection module 604, a skin selection module 606, and a presentation update module 608.
The time monitoring module 602 is configured to monitor a time of a time control of the data visualization module. The data selecting module 604 is configured to, when the time monitored by the time control changes, newly select data to be displayed by the corresponding data visualization module according to the changed time. The skin selecting module 606 is used to newly select the skin of the corresponding data visualization module according to the changed time. The presentation update module 608 is used to replace the data and skin currently presented by the data visualization module with the newly selected data and skin.
According to an example embodiment of the present disclosure, the time includes a real-time and a historical time, the data includes a real-time data and a historical data corresponding to the real-time and the historical time, respectively, and the skin includes a real-time skin and a historical skin corresponding to the real-time and the historical time, respectively.
As another aspect, the present disclosure also provides a computer-readable medium, which may be contained in the system described in the above embodiment; or may exist separately and not be assembled into the system. The computer readable medium carries one or more programs which, when executed by the system, cause the system to perform: monitoring the time of a time control of the data visualization module; when the time of the time control is monitored to be changed, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time; selecting the skin of the corresponding data visualization module according to the changed time; and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin.
Fig. 7 illustrates a terminal device according to an example embodiment of the present disclosure.
As shown in fig. 7, terminal device 700 can include a processor 710, a memory 720. In addition, according to an embodiment, the terminal device may also include a transmitter and a receiver.
The processor 710 may call instructions stored in the memory 720 to control related operations, such as controlling the transmitter and the receiver to transmit and receive signals. According to an embodiment, memory 720 stores instructions for processor 710 to control: monitoring the time of a time control of the data visualization module; when the time of the time control is monitored to be changed, newly selecting the data required to be displayed by the corresponding data visualization module according to the changed time; selecting the skin of the corresponding data visualization module according to the changed time; and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin. The processor 710 may call instructions stored in the memory 720 to control related operations. It will be readily appreciated that memory 720 may also store instructions for processor 710 to control other operations according to embodiments of the present disclosure, which will not be described in detail herein.
From the above detailed description, those skilled in the art can readily appreciate that the method, system, and terminal device according to embodiments of the present disclosure have one or more of the following advantages.
According to some embodiments of the disclosure, the skin corresponding to the Dashboard, namely the data visualization module, is designed for different aging data, and the operation control is performed through the time control, so that under the condition that the user experience is not influenced, the recognition degree of the user on the data aging displayed in the Dashboard is greatly enhanced, the risk of data misjudgment can be effectively avoided, and the method has very strong practical application value particularly in the Dashboard launched as a large screen.
According to other embodiments of the disclosure, the display of real-time data and historical data is completed under a set of Dashboard, namely a data visualization module, so that the system development cost is greatly reduced.
Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure disclosed herein. This application is intended to cover any variations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.
It will be understood that the present disclosure is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
Claims (8)
1. A method of processing a data visualization, comprising:
monitoring time of a time control of a data visualization module, wherein the time comprises real-time and historical time;
when the time monitored by the time control is changed, newly selecting corresponding data required to be displayed by a data visualization module from a database according to the changed time, wherein the data comprises real-time data and historical data which respectively correspond to the real-time and the historical time;
newly selecting a skin of a corresponding data visualization module from a skin resource pool according to the changed time, wherein the skin comprises a real-time skin and a historical skin which respectively correspond to the real-time and the historical time; and
and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin.
2. The processing method as claimed in claim 1, wherein the history data is data corresponding to a specific time point of the history time.
3. The processing method as claimed in claim 1, wherein the historical time includes a plurality of historical time periods, and the historical skin includes a plurality of sub-historical skins corresponding to the plurality of historical time periods.
4. The method of claim 1, wherein the skin resource pool is comprised of multiple sets of cascading style sheet files.
5. The method of claim 1, wherein the skin of the data visualization module has at least one of the following visualization attributes: background, color, brightness, contrast, or mask.
6. A processing system for data visualization, comprising:
the time monitoring module is used for monitoring the time of a time control of the data visualization module, wherein the time comprises real-time and historical time;
the data selection module is used for newly selecting data required to be displayed by the corresponding data visualization module from a database according to changed time when the time monitored by the time control is changed, wherein the data comprises real-time data and historical data which respectively correspond to the real-time and the historical time;
the skin selecting module is used for newly selecting the skin of the corresponding data visualization module from a skin resource pool according to the changed time, wherein the skin comprises a real-time skin and a historical skin which respectively correspond to the real-time and the historical time; and
and the display updating module is used for replacing the currently displayed data and skin of the data visualization module with newly selected data and skin.
7. A computer-readable storage medium, on which a computer program is stored, which program, when being executed by a processor, carries out the method steps of:
monitoring time of a time control of a data visualization module, wherein the time comprises real-time and historical time;
when the time monitored by the time control is changed, newly selecting corresponding data required to be displayed by a data visualization module from a database according to the changed time, wherein the data comprises real-time data and historical data which respectively correspond to the real-time and the historical time;
newly selecting a skin of a corresponding data visualization module from a skin resource pool according to the changed time, wherein the skin comprises a real-time skin and a historical skin which respectively correspond to the real-time and the historical time; and
and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin.
8. A terminal device, comprising:
a processor;
a memory storing instructions for the processor to control:
monitoring time of a time control of a data visualization module, wherein the time comprises real-time and historical time;
when the time monitored by the time control is changed, newly selecting corresponding data required to be displayed by a data visualization module from a database according to the changed time, wherein the data comprises real-time data and historical data which respectively correspond to the real-time and the historical time;
newly selecting a skin of a corresponding data visualization module from a skin resource pool according to the changed time, wherein the skin comprises a real-time skin and a historical skin which respectively correspond to the real-time and the historical time; and
and replacing the data and the skin currently displayed by the data visualization module with the newly selected data and the skin.
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