CN112286409B - Data visualization analysis method and device, storage medium and terminal - Google Patents
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- 238000004458 analytical method Methods 0.000 title claims abstract description 30
- 238000013079 data visualisation Methods 0.000 title claims abstract description 30
- 238000005553 drilling Methods 0.000 claims abstract description 25
- 238000009877 rendering Methods 0.000 claims abstract description 13
- 230000001960 triggered effect Effects 0.000 claims abstract description 12
- 238000004590 computer program Methods 0.000 claims description 14
- 238000005259 measurement Methods 0.000 claims description 5
- 230000000007 visual effect Effects 0.000 claims description 5
- 238000000034 method Methods 0.000 claims description 4
- 238000007405 data analysis Methods 0.000 abstract description 9
- 238000010586 diagram Methods 0.000 description 7
- 230000009286 beneficial effect Effects 0.000 description 2
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
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Abstract
A data visualization analysis method and device, a storage medium and a terminal are provided, and the data visualization analysis method comprises the following steps: when the drill-down linkage operation aiming at the first chart is detected, acquiring specified content related to a branch control triggered by the drill-down linkage operation; rendering and presenting a second chart according to the specified content; wherein the dimensions of the second graph include: a subordinate dimension of the specified dimension and other dimensions of the set in the first graph, the other dimensions of the set including any of: the dimension same as other dimensions in the first chart, lower-level dimensions of other dimensions in the first chart and upper-level dimensions of other dimensions in the first chart, wherein the specified dimension is a dimension pre-specified during the drill-down linkage operation, and the other dimensions in the first chart refer to the dimensions in the first chart except for the specified dimension. According to the scheme, the drilling direction can be changed through the branch control, data analysis can be performed from multiple angles, and the flexibility of data visualization analysis is improved.
Description
Technical Field
The embodiment of the invention relates to the field of data analysis, in particular to a data visualization analysis method and device, a storage medium and a terminal.
Background
The data visualization page may present multiple charts, which are not independent of each other, and a drill-down relationship may exist for some charts. And the new chart drilled down each time reduces the data analysis range for the dimension selected by the superior chart. At present, the dimension selected by the superior graph is usually drilled in a single direction, and the drilling in the single direction gradually reduces the data analysis range along with the hierarchy, so that the data analysis from multiple angles is not facilitated.
Disclosure of Invention
The technical problem solved by the embodiment of the invention is that in the existing data visualization analysis, a chart in a single direction is drilled, so that the data is not easy to analyze from multiple angles.
In order to solve the above technical problem, an embodiment of the present invention provides a data visualization analysis method, including: when the drill-down linkage operation aiming at the first chart is detected, acquiring specified content related to a branch control triggered by the drill-down linkage operation; rendering and presenting a second chart according to the specified content; wherein the second graph is a drill-down graph of the first graph, and the dimensions of the second graph include: a subordinate dimension of the specified dimension and a set other dimension in the first graph, the set other dimension comprising any of: the dimension which is the same as the other dimensions in the first chart, the lower-level dimensions of the other dimensions in the first chart and the upper-level dimensions of the other dimensions in the first chart, wherein the specified dimension is a dimension which is pre-specified during the drill-down linkage operation, and the other dimensions in the first chart refer to the dimensions of the first chart except for the specified dimension.
Optionally, the specifying content includes: an identification of the second chart.
Optionally, the rendering and presenting a second chart according to the specified content includes: acquiring configuration information of the second chart and data of the second chart according to the identifier of the second chart; and rendering and presenting the second chart according to the configuration information of the second chart and the data.
Optionally, the obtaining data of the second chart according to the identifier of the second chart includes: acquiring fields of dimensions and measurement in the second chart according to the identifier of the second chart; and acquiring data corresponding to the dimensions and the measures in the second chart from a specified data source according to the fields of the dimensions and the measures in the second chart, wherein the data are used as the data of the second chart.
Optionally, the configuration information of the second graph includes: chart styles, chart types, dimensions, metrics, and data sources.
Optionally, the specified content associated with the branch control includes: dimensions and metrics fields of the second chart.
Optionally, the first chart has at least two branch controls.
The embodiment of the invention also provides a data visualization analysis device, which comprises: the acquisition unit is used for acquiring specified contents related to the branch control triggered by the drill-down linkage operation when the drill-down linkage operation aiming at the first chart is detected; the presentation unit is used for rendering and presenting a second chart according to the specified content, wherein the second chart is a drill-down chart of the first chart, and the dimension of the second chart comprises: a subordinate dimension of the specified dimension and a set other dimension in the first graph, the set other dimension comprising any of: the dimension which is the same as the other dimensions in the first chart, the lower-level dimensions of the other dimensions in the first chart and the upper-level dimensions of the other dimensions in the first chart, wherein the specified dimension is a dimension which is pre-specified during the drill-down linkage operation, and the other dimensions in the first chart refer to the dimensions of the first chart except for the specified dimension.
An embodiment of the present invention further provides a storage medium, where the storage medium is a non-volatile storage medium or a non-transitory storage medium, and a computer program is stored on the storage medium, and when the computer program is executed by a processor, the computer program performs any of the steps of the data visualization analysis method.
The embodiment of the present invention further provides a terminal, which includes a memory and a processor, where the memory stores a computer program that can be run on the processor, and the processor executes any of the above steps of the data visualization analysis method when running the computer program.
Compared with the prior art, the technical scheme of the embodiment of the invention has the following beneficial effects:
according to the designated content related to the branch control triggered by the drill-down linkage operation of the first chart, a second chart is obtained through rendering, the second chart serves as the drill-down chart of the first chart, the dimension of the second chart not only comprises the subordinate dimension of the designated dimension in the first chart, but also comprises other set dimensions, the other dimensions of the second chart can be the same as the other dimensions in the first chart, can also be subordinate dimensions of the other dimensions in the first chart, can also be superior dimensions of the other dimensions in the first chart and the like, and therefore when the drill-down operation is conducted on the first chart, the drill-down direction can be changed through the branch control, the dimensions in the second chart are diversified, data analysis from multiple angles is facilitated, and the flexibility of data visualization analysis is improved.
Drawings
FIG. 1 is a flow chart of a method for visual analysis of data in an embodiment of the invention;
fig. 2 is a schematic structural diagram of a data visualization analysis apparatus in an embodiment of the present invention.
Detailed Description
As described above, in the prior art, when a data visualization page is drilled down in a graph, generally, the data is drilled down in a single direction with respect to a dimension selected in an upper graph, and the drilling down in the single direction is not beneficial to analyzing data from multiple angles because the data analysis range is gradually reduced along with the hierarchy.
In the embodiment of the invention, the second chart is obtained through rendering according to the designated content associated with the branch control triggered by the drill-down linkage operation of the first chart, the second chart is used as the drill-down chart of the first chart, the dimension of the second chart not only comprises the lower dimension of the designated dimension in the first chart, but also comprises other set dimensions, and the other dimensions of the second chart can be the same as the other dimensions in the first chart, also can be the lower dimensions of the other dimensions in the first chart, and also can be the upper dimensions of the other dimensions in the first chart, so that when the drill-down operation is carried out on the first chart, the drill-down direction can be changed through the branch control, the dimensions in the second chart are diversified, the data analysis from multiple angles is facilitated, and the flexibility of the data visualization analysis is improved.
In order to make the aforementioned objects, features and advantages of the embodiments of the present invention more comprehensible, specific embodiments accompanied with figures are described in detail below.
Referring to fig. 1, a flowchart of a data visualization analysis method in the embodiment of the present invention is shown, which may specifically include the following steps:
and step S11, when the drill-down linkage operation aiming at the first chart is detected, acquiring the specified content related to the branch control triggered by the drill-down linkage operation.
In a specific implementation, the first chart may have a plurality of dimensions, and the drill-down linkage operation may be performed on one or more dimensions in the first chart, so as to perform drill-down analysis on the specified dimensions in the first chart.
In the embodiment of the present invention, the drill-down linkage operation of the first chart may be configured in the following manner. When multiple drilling modes are configured for one dimension in the first chart, a corresponding branch control can be configured for each drilling mode, that is, one drilling mode corresponds to one branch control, wherein the drilling charts displayed in different drilling modes are different, and the dimensions of the drilling charts corresponding to different drilling modes are also different. The drilling-down can also be called drilling-down, which refers to that more detailed data is viewed downwards along the hierarchy of the dimension, the hierarchy of the dimension can be changed and the granularity of data analysis is changed by observing from the summarized data to the detailed data.
In an embodiment, the branch control may be set on a display page of the first chart, different branch controls may be distinguished and identified by the control name, a specified dimension corresponding to the branch control may also be identified, a drill-down chart may also be identified, and the like. It can be understood that different branch controls can be distinguished and identified in other manners, and a designated dimension and a corresponding drill-down chart corresponding to the different branch controls can be identified, where the designated dimension refers to a dimension pre-designated during drill-down linkage operation. For example, the date dimension in the first chart is year, and when the drill-down interlock operation is performed for the date dimension year in the first chart, the designated dimension is the date dimension year.
In another embodiment, the branch control corresponding to the specified dimension can be called by clicking the specified dimension in the first chart, and the user can trigger the corresponding branch control according to the requirement.
In another embodiment, when a certain dimension in the first chart has a drill-down mode, a corresponding branch control may be set for the dimension, and by triggering the branch control, a drill-down linkage operation for the first chart is triggered, or a specified position of the first chart may be set to trigger the drill-down linkage operation.
In particular implementations, when a drill-down linkage operation for the first chart is detected, specified content associated with the branch control triggered for the drill-down linkage operation may be obtained.
In particular implementations, the specified content associated with the branch control may be stored in the configuration information of the first chart. The configuration information of the first chart may include: dimensions, metrics, chart styles, data sources, branch drill-down data, and the like. The configuration information of the first chart may further include a relationship between the measure and the dimension.
Wherein, the data source refers to the source of the data presented when the first chart is presented.
Wherein the branch drill-down data of the first chart may include specified content associated with the branch control. The branch drill-down data of the first chart may also include data for rendering a branch control, such that the branch control may be rendered based on the branch drill-down data of the first chart.
And step S12, rendering and presenting a second chart according to the specified content.
In a specific implementation, the second graph is a drill-down graph of the first graph, wherein the drill-down graph refers to a graph presented for a drill-down operation for a specified dimension of the first graph.
In an embodiment of the invention, the second chart may overlay the first chart, i.e. when the second chart is presented, the first chart is not presented again.
In another embodiment of the present invention, the second chart can be presented at the set position of the visualization page while the first chart is kept, that is, the first chart and the second chart are presented simultaneously.
In a specific implementation, the relationship between the first graph and the second graph may be shown by means of an arrow or the like, for example, the arrow is used to identify the second graph as a drill-down graph of the first graph, and the arrow points to the second graph.
In particular implementations, the specified content may include an identification of the second chart, and may also include fields for dimensions and metrics of the second chart.
In an embodiment of the present invention, when the designated content is an identifier of the second chart, data related to the second chart may be obtained according to the identifier of the second chart, and the second chart may be rendered and presented.
The configuration information of the second chart and the data of the second chart can be obtained according to the identifier of the second chart, and the second chart is rendered and presented according to the configuration information of the second chart and the data of the second chart. The configuration information of the second chart can include a chart style, a chart type, a dimension, a measurement and a data source.
It is understood that, according to actual requirements, when the second diagram can also be drilled down, the configuration information of the second diagram may further include branch drilling down data of the second diagram, and the like.
Chart types may include pie charts, histograms, line charts, and the like.
The chart styles may include: the color of the chart, the height of the chart presentation, the width of the chart presentation, the position of the chart presentation and the like.
In particular implementations, the type of the second chart may be the same as or different from the type of the first chart.
In another embodiment of the present invention, the specified content may include at least one of a field of a dimension of the second chart and a field corresponding to a measure. The corresponding data can be searched according to the corresponding dimension and measurement of the second chart, and the second chart can be rendered and presented according to the corresponding dimension and measurement of the second chart and the searched data.
In a particular implementation, the dimensions of the second chart may include: the lower-level dimensions of the specified dimension in the first chart and the other dimensions of the setting, and the other dimensions of the setting of the second chart include any one of the following: the same dimension as the other dimensions in the first chart, a next level dimension of the other dimensions in the first chart, etc.
In a specific implementation, the number of the other dimensions set in the second graph may be one or multiple, and the other dimensions set in the second graph may be any combination of the other dimensions in the first graph, the lower-level dimensions of the other dimensions in the first graph, and the upper-level dimensions of the other dimensions in the first graph. That is, the other dimensions in the second chart may be other dimensions in the first chart; the other dimensions in the second chart may be superior dimensions to the other dimensions in the first chart; the other dimensions in the second chart may be subordinate dimensions to the other dimensions in the first chart; some dimensions in the other dimensions in the second chart can be the same as the other dimensions in the first chart, and the other dimensions are superior dimensions of the other dimensions in the first chart; some dimensions in the other dimensions in the second chart can be the same as other dimensions in the first chart, and the other dimensions are lower-level dimensions of the other dimensions in the first chart; one part of the other dimensions in the second diagram are superior dimensions of the other dimensions in the first diagram, and the other part of the dimensions are inferior dimensions of the other dimensions in the first diagram; some of the other dimensions in the second chart may be the same as some of the other dimensions in the first chart, some of the dimensions being superior dimensions of the other dimensions in the first chart, and some of the dimensions being inferior dimensions of the other dimensions in the first chart.
For example, the first chart includes dimension a, dimension B, and dimension C, measure D. A branch control 1, a branch control 2, and a branch control 3 may be provided for the specified dimension a, and the second chart corresponding to the branch control 1 includes a dimension a1, a dimension B, and a dimension C. The second chart corresponding to branch control 2 includes dimension a1, dimension B1, and dimension C. The second chart corresponding to branch control 3 includes dimension a1, dimension B, and dimension C0. Here, the dimension a1 is a lower-level dimension of the dimension a, and the dimension B1 is a lower-level dimension of the dimension B. Dimension C0 is the superior dimension of dimension C.
As can be seen from the above, according to the designated content associated with the branch control triggered by the drill-down linkage operation of the first graph, the second graph is rendered and used as the drill-down graph of the first graph, the dimension of the second graph not only includes the lower dimension of the designated dimension in the first graph, but also includes other set dimensions, and the other dimensions of the second graph may be the same as the other dimensions in the first graph, may also be the lower dimensions of the other dimensions in the first graph, and may also be the upper dimensions of the other dimensions in the first graph, and the like.
In specific implementation, the specified content associated with the branch control may be modified according to actual requirements, the configuration information of the second chart corresponding to the branch control may also be modified, the branch control may also be added for the specified dimension, and an existing branch control may also be deleted for the specified dimension.
In an embodiment, the specified content associated with the branch control can be modified in the visual interface, or the branch control can be deleted, and when the information related to the branch control is modified in the visual interface, the branch drill-down data in the configuration information of the first chart can be synchronously updated.
In another embodiment, the specified content associated with the branch control may be modified by modifying the branch drill-down data in the first chart, or adding a branch control, or deleting an existing branch control.
An embodiment of the present invention further provides a data visualization analysis apparatus, and referring to fig. 2, the data visualization analysis apparatus 20 may include:
the obtaining unit 21 is configured to obtain, when a drill-down linkage operation for the first chart is detected, specified content associated with a branch control triggered by the drill-down linkage operation;
the presentation unit 22 is configured to render and present a second chart according to the specified content, where the second chart is a drill-down chart of the first chart, and the dimensions of the second chart include: a subordinate dimension of the specified dimension and a set other dimension in the first graph, the set other dimension comprising any of: the dimension which is the same as the other dimensions in the first chart, the lower-level dimensions of the other dimensions in the first chart and the upper-level dimensions of the other dimensions in the first chart, wherein the specified dimension is a dimension which is pre-specified during the drill-down linkage operation, and the other dimensions in the first chart refer to the dimensions of the first chart except for the specified dimension.
In a specific implementation, the specific work flow and the working principle of the data visualization analysis device 20 may refer to the description of the data visualization analysis method provided in the above embodiment of the present invention, and are not described herein again.
The embodiment of the present invention further provides a storage medium, where the storage medium is a non-volatile storage medium or a non-transitory storage medium, and a computer program is stored on the storage medium, and when the computer program is executed by a processor, the computer program performs the steps of the data visualization analysis method provided in any of the above embodiments.
The embodiment of the present invention further provides a terminal, which includes a memory and a processor, where the memory stores a computer program that can be run on the processor, and the processor executes the steps of the data visualization analysis method provided in any of the above embodiments when running the computer program.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by hardware related to instructions of a program, which may be stored in any computer readable storage medium, and the storage medium may include: ROM, RAM, magnetic or optical disks, and the like.
Although the present invention is disclosed above, the present invention is not limited thereto. Various changes and modifications may be effected therein by one skilled in the art without departing from the spirit and scope of the invention as defined in the appended claims.
Claims (10)
1. A method for visually analyzing data, comprising:
when the drill-down linkage operation aiming at the first chart is detected, acquiring specified content related to a branch control triggered by the drill-down linkage operation; the branch control is used for changing the drilling direction of the first chart;
the branch control is arranged on a display page of the first chart, or the branch control corresponding to a specified dimension is called out by clicking the specified dimension in the first chart;
the specified dimensionality in the first chart comprises one or more drilling modes, each drilling mode is respectively configured with the corresponding branch control, wherein the drilling charts displayed by different drilling modes are different, and the dimensionality of the drilling charts corresponding to different drilling modes is also different;
the specified content associated with the branch control is modified in a visual interface or modified through branch drill-down data in a first chart; the branch control is also used for adding or deleting according to the requirement;
rendering and presenting a second chart according to the specified content;
wherein the second graph is a drill-down graph of the first graph, and the dimensions of the second graph include: a subordinate dimension of the specified dimension and a set other dimension in the first graph, the set other dimension comprising any of: the dimension which is the same as the other dimensions in the first chart, the lower-level dimensions of the other dimensions in the first chart and the upper-level dimensions of the other dimensions in the first chart, wherein the specified dimension is a dimension which is pre-specified during the drill-down linkage operation, and the other dimensions in the first chart refer to the dimensions of the first chart except for the specified dimension.
2. The data visualization analysis method of claim 1, wherein the specifying comprises: an identification of the second chart.
3. The data visualization analysis method of claim 2, wherein the rendering and presenting a second chart according to the specified content comprises:
acquiring configuration information of the second chart and data of the second chart according to the identifier of the second chart;
and rendering and presenting the second chart according to the configuration information of the second chart and the data.
4. The method for visually analyzing data according to claim 3, wherein the obtaining data of the second chart according to the identification of the second chart comprises:
acquiring fields of dimensions and measurement in the second chart according to the identifier of the second chart;
and acquiring data corresponding to the dimensions and the measures in the second chart from a specified data source according to the fields of the dimensions and the measures in the second chart, wherein the data are used as the data of the second chart.
5. The data visualization analysis method of claim 3, wherein the configuration information of the second chart comprises: chart styles, chart types, dimensions, metrics, and data sources.
6. The data visualization analysis method of claim 1, wherein the specified content associated with the branch control comprises: dimensions and metrics fields of the second chart.
7. The data visualization analysis method of claim 1, wherein the first chart has at least two branch controls.
8. A device for visually analyzing data, comprising:
the acquisition unit is used for acquiring specified contents related to the branch control triggered by the drill-down linkage operation when the drill-down linkage operation aiming at the first chart is detected; the branch control is used for changing the drilling direction of the first chart;
the branch control is arranged on a display page of the first chart, or the branch control corresponding to a specified dimension is called out by clicking the specified dimension in the first chart;
the specified dimensionality in the first chart comprises one or more drilling modes, each drilling mode is respectively configured with the corresponding branch control, wherein the drilling charts displayed by different drilling modes are different, and the dimensionality of the drilling charts corresponding to different drilling modes is also different;
the specified content associated with the branch control is modified in a visual interface or modified through branch drill-down data in a first chart; the branch control is also used for adding or deleting according to the requirement;
the presentation unit is used for rendering and presenting a second chart according to the specified content, wherein the second chart is a drill-down chart of the first chart, and the dimension of the second chart comprises: a subordinate dimension of the specified dimension and a set other dimension in the first graph, the set other dimension comprising any of: the dimension which is the same as the other dimensions in the first chart, the lower-level dimensions of the other dimensions in the first chart and the upper-level dimensions of the other dimensions in the first chart, wherein the specified dimension is a dimension which is pre-specified during the drill-down linkage operation, and the other dimensions in the first chart refer to the dimensions of the first chart except for the specified dimension.
9. A storage medium, being a non-volatile storage medium or a non-transitory storage medium, having a computer program stored thereon, wherein the computer program, when executed by a processor, performs the steps of the data visualization analysis method according to any of the claims 1 to 7.
10. A terminal comprising a memory and a processor, the memory having stored thereon a computer program operable on the processor, wherein the processor, when executing the computer program, performs the steps of the data visualization analysis method according to any of the claims 1 to 7.
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| CN202110914303.4A CN113589989B (en) | 2020-08-21 | 2020-08-21 | Data multidimensional drill-down method and device, storage medium and terminal |
| CN202010852370.3A CN112286409B (en) | 2020-08-21 | 2020-08-21 | Data visualization analysis method and device, storage medium and terminal |
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| CN113589989B (en) | 2024-07-12 |
| CN113589989A (en) | 2021-11-02 |
| CN112286409A (en) | 2021-01-29 |
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