CN108241687B - Method and device for processing visual chart information - Google Patents

Method and device for processing visual chart information Download PDF

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CN108241687B
CN108241687B CN201611220306.3A CN201611220306A CN108241687B CN 108241687 B CN108241687 B CN 108241687B CN 201611220306 A CN201611220306 A CN 201611220306A CN 108241687 B CN108241687 B CN 108241687B
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index number
display
displayed
data information
indexes
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CN108241687A (en
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王亮
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Alibaba Group Holding Ltd
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Alibaba Group Holding Ltd
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    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
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    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/904Browsing; Visualisation therefor

Abstract

The application discloses a method and a device for processing visual chart information, the data information to be displayed is better analyzed through setting two threshold values of the number of the displayed indexes, namely the setting of the number of the first displayed index and the number of the second displayed index according to the characteristics of a visual mode, a proper display mode is adopted pertinently, the reasonable processing of the data information is realized, and the reading experience of a display picture is enhanced. Further, the method and the device have the advantages that through reasonable setting of the occupation ratio threshold value, the indexes with the occupation ratio lower than the occupation ratio threshold value are combined into one index and are displayed in an expandable other form, so that the occupation ratio of the display part needing to be expanded becomes controllable, and misoperation on the display part needing to be expanded is avoided.

Description

Method and device for processing visual chart information
Technical Field
The present application relates to internet technologies, and in particular, to a method and an apparatus for processing visual chart information.
Background
In daily visual chart development, a group of data information is often visualized in a graphic manner, such as a pie chart, a bar chart, etc., to show the proportion of the data information. Taking the pie chart as an example, when the number of indexes used for classifying and distinguishing the data information is too large, if the data information corresponding to each index is displayed around the pie chart in a normal display manner, as shown in fig. 1, the unreasonable data information processing manner undoubtedly reduces the reading experience.
On the other hand, when the percentage of the data information corresponding to each index is not uniform, most of the data information corresponding to the index with small percentage may be piled up, and the reading experience is also reduced.
Disclosure of Invention
In order to solve the technical problem, the application provides a method and a device for processing visual chart information, which can reasonably process data information and enhance reading experience.
In order to achieve the object of the present application, the present application provides a method for processing visualized chart information, including:
predetermining a first display index number and a second display index number of a visual display mode;
and determining the display mode of the data information to be displayed according to the actual index number of the data information to be displayed, and the determined first display index number and second display index number.
Optionally, the determining the first presentation index number and the second presentation index number includes:
presetting the first display index number and the second display index number according to experience or continuously checking effects;
or, calculating the first display index number and the second display index number by a preset algorithm.
Optionally, the determining the display mode includes:
when the actual index number is greater than or equal to the first display index number and the actual index number is less than or equal to the second display index number, accumulating the ratios of indexes with the ratio less than a preset ratio threshold value in all indexes of the data information to be displayed, and combining and displaying the data information corresponding to the indexes with the ratio less than the ratio threshold value;
and the index of which the ratio is greater than or equal to the ratio threshold value is displayed in a normal display mode.
Optionally, the determining the display mode includes:
and when the actual index number is larger than the second display index number, the first (second display index number-1) indexes in the indexes of the data information to be displayed adopt a normal display mode, and the proportion of the second display index number to the data information corresponding to the first actual index number indexes is combined and displayed.
Optionally, the determining the display mode includes:
and when the actual index number is smaller than the first display index number, displaying the data information to be displayed in a normal display mode according to the actual index number.
Optionally, when the part of the merged presentation is triggered, the method further includes: and displaying a floating layer for displaying the proportion detail information of the part displayed in the combined mode.
The present application further provides a processing apparatus for visualization chart information, including: a setting module and a processing module, wherein,
the setting module is used for predetermining the first display index number and the second display index number of the visual display mode;
and the processing module is used for determining the display mode according to the actual index number of the data information to be displayed, and the determined first display index number and the second display index number.
Optionally, the setting module is specifically configured to: presetting the first display index number and the second display index number according to experience or continuously checking effects; or, calculating the first display index number and the second display index number by a preset algorithm.
Optionally, the processing module is specifically configured to:
when the actual index number is greater than or equal to the first display index number and the actual index number is less than or equal to the second display index number, accumulating the ratios of indexes with the ratios smaller than a preset ratio threshold value in all indexes of the data information to be displayed, and merging and displaying the data information corresponding to the indexes with the ratios smaller than the ratio threshold value; the index of which the ratio is greater than or equal to the ratio threshold value is displayed in a normal display mode;
when the actual index number is larger than the second display index number, the first (second display index number-1) indexes in the indexes of the data information to be displayed adopt a normal display mode, and the proportion of the second display index number to the data information corresponding to the first actual index number indexes is combined and displayed;
and when the actual index number is smaller than the first display index number, displaying the data information to be displayed in a normal display mode according to the actual index number.
Optionally, the processing module is further configured to: and when the part of the merged presentation is triggered, presenting a floating layer of the occupation detail information for presenting the part of the merged presentation.
The scheme provided by the application comprises the following steps: predetermining a first display index number and a second display index number of a visual display mode; and determining the display mode of the data information to be displayed according to the actual index number of the data information to be displayed, and the determined first display index number and second display index number. According to the information processing method, the data information to be displayed is better analyzed through setting two display index number thresholds, namely the first display index number and the second display index number, according to the characteristics of the visualization mode, and a proper display mode is adopted in a targeted mode, so that the reasonable processing of the data information is realized, and the reading experience of the display image is enhanced.
Further, the method and the device have the advantages that through reasonable setting of the occupation ratio threshold value, the indexes with the occupation ratio lower than the occupation ratio threshold value are combined into one index and are displayed in an expandable other form, so that the occupation ratio of the display part needing to be expanded becomes controllable, and misoperation on the display part needing to be expanded is avoided.
Additional features and advantages of the application will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the application. The objectives and other advantages of the application may be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
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The accompanying drawings are included to provide a further understanding of the claimed subject matter and are incorporated in and constitute a part of this specification, illustrate embodiments of the subject matter and together with the description serve to explain the principles of the subject matter and not to limit the subject matter.
FIG. 1 is a diagram illustrating the effect of a pie chart in the related art;
FIG. 2 is a flowchart of a processing method for visualizing chart information according to the present application;
FIG. 3 is a schematic diagram illustrating the proportion of each component of a certain cake in a cake diagram by using a floating layer;
fig. 4 is a schematic structural diagram of the processing apparatus for visualizing chart information according to the present application.
Detailed Description
To make the objects, technical solutions and advantages of the present application more apparent, embodiments of the present application will be described in detail below with reference to the accompanying drawings. It should be noted that the embodiments and features of the embodiments in the present application may be arbitrarily combined with each other without conflict.
In the related art, in order to avoid the data information from being displayed in a visualized manner such as around a pie chart, the data information corresponding to part of the qualitative changes is displayed in the form of other parts of the whole. Such as: and if the number of the indexes is M, displaying the data information corresponding to the first (N-1) (TOPN-1) indexes according to the normal mode of the pie chart, and combining the occupation ratios of the data information corresponding to the Nth to Mth indexes into the Nth pie to be displayed in the form of other. This approach may be referred to as a TOPN presentation approach. On the basis of the TOPN mode, when the Nth pie is clicked, another pie can further appear for showing the proportion condition of the data information corresponding to the Nth to Mth indexes. This may be referred to as a drill-out display.
The inventor of the present application finds that, for the TOPN display mode, because the value of N needs to be manually specified, and because of the uncertainty of data information, the value of N may be specified too large or too small, which may result in an unreasonable data information processing mode, thereby affecting the final display effect of the pie chart. Moreover, for the drilling display mode, when further data information display is required through the nth cake, another new complete cake can appear to display the proportion of the data information contained in the nth cake, and the proportion of the data information contained in the nth cake in the original cake is difficult to judge; moreover, if the occupation ratio of the Nth pie is small, the N-th pie is difficult to click, and the mouse cannot easily select the pie, so that the wrong click is caused.
To this end, the present application proposes a processing method of visualized chart information, and fig. 2 is a flowchart of the processing method of the present application, as shown in fig. 2, including:
step 200: the method comprises the steps of determining a first display index number and a second display index number of a visual display mode in advance.
In this step, the visualization mode includes, but is not limited to, pie charts, and may also be, for example, bar chart (in case of a fixed height).
In this step, the first display index number indicates the upper limit value of the index number that is optimally displayed in the visual chart, and the second display index number indicates the index number that is displayed most in the visual chart. The first presentation indicator is less than the second presentation indicator number.
The specific implementation of the step can comprise:
according to experience or continuously checking the effect, a first display index number M and a second display index number N are preset. Generally, from the perspective of data visualization, for the exhibition of pie charts, it is generally considered from experience that the exhibition effect is good when the exhibition number M of the best pie is 4-6, and the number N of the most exhibited pie is generally not recommended to exceed 10.
Alternatively, the first and second electrodes may be,
the first display index number M and the second display index number N are calculated through a preset specific algorithm, the algorithm is different, the calculated first display index number M and the calculated second display index number N are different, and the display effect is different.
Wherein, the specific algorithm may comprise:
taking a test set, and taking X preset (such as 100, 1000) existing pie charts for display;
taking out each pie chart one by one, assuming that the serial number of the current pie chart is i, the number of the pie is n, sequentially reducing the number of the pie, and decreasing by 1 each time until the pie charts are displayed without overlapping with each other, and recording that the number of the current pie is m, wherein the number of the pies which can be displayed at most is n (which means that the number of the pies displayed at most by the ith pie chart is n), and the number of the pies which can be displayed at most is m (i) which means that the number of the pies displayed at most by the ith pie chart is m;
the number of cakes that can be exhibited at most, i.e., the second exhibited index number N ═ N (1) + N (2) + … + N (X))/X, and the number of the most excellent exhibited cakes, i.e., the first exhibited index number M ═ M (1) + N (2) + … M (X))/X.
That is, in the present application, the values of M and N may be preset or calculated by the above-mentioned specific algorithm.
Step 201: and determining a display mode according to the actual index number of the data information to be displayed, and the determined first display index number and second display index number.
In particular, the amount of the solvent to be used,
and if the actual index number R is smaller than the first display index number M, displaying the data information to be displayed in a normal display mode according to the actual index number.
If the actual index number R is larger than the second display index number N, a TOPN display mode is adopted, namely the first (N-1) indexes adopt a normal display mode, and the proportion of the data information corresponding to the indexes from the Nth index to the Rth index is merged into the Nth pie and is displayed in the form of other.
If the actual index number R is larger than or equal to the first display index number M and the actual index number R is smaller than or equal to the second display index number N, accumulating the ratios of indexes with the ratios smaller than a preset ratio threshold value F in each index, and merging the data information corresponding to the indexes with the ratios smaller than the ratio threshold value F into the same cake to be displayed in the form of other; and displaying the data information to be displayed in a normal display mode by using the index of which the ratio is greater than or equal to the ratio threshold value F. The proportion of the showing part needing to be unfolded is controlled through reasonable setting of the proportion threshold value F, and therefore misoperation on the showing part needing to be unfolded is avoided.
By way of example: a ratio threshold F is preset, and it is assumed that the ratio threshold is 5%, and it is assumed that the actual index number R is 5, that is, there are 5 indexes: the index D1, the index D2, the index D3, the index D4 and the index D5, the ratio of the 5 indexes is respectively as follows: d1: 90%, D2: 10%, D3: 5%, D4: 3%, D5: 2 percent. Accumulating from the minimum ratio until the accumulated value is equal to the ratio threshold value F which is 5 percent, and combining the index D4 and the index D5 into one index to be displayed in the form of other; and the index D1, the index D2 and the index D3 are displayed in a normal display mode, and the final display mode is as follows: 90 percent of D1, 10 percent of D2, 5 percent of D3 and 5 percent of D4. Here, an occupation ratio threshold value is set, and the small cakes are accumulated (accumulated from the smallest) to become a relatively large cake, so that the situation that the cakes are difficult to select because the occupation ratio of the cakes is too small is avoided, and the problem of mistaken clicking is reduced.
According to the information processing method, the data information to be displayed is better analyzed through the setting of the two set display index number thresholds, namely the first display index number M and the second display index number N, according to the characteristics of the visualization mode, and the appropriate display mode is adopted in a targeted mode, so that the reasonable processing of the data information is realized, and the reading experience of the display image is enhanced.
Further, the method of the present application further comprises:
for the above part presented in the form of other, when being triggered, for example, a mouse floats to a corresponding pie of the part presented in the form of other, a floating layer is floated to present detailed information of the proportion of the "other" pie, as shown in fig. 3, a situation of proportion list of each component of the corresponding other pie can be presented in the floating layer.
Fig. 4 is a schematic structural diagram of a processing apparatus for visualizing chart information according to the present application, as shown in fig. 4, including: a setting module and a processing module, wherein,
the setting module is used for predetermining the first display index number and the second display index number of the visual display mode;
and the processing module is used for determining the display mode according to the actual index number of the data information to be displayed, and the determined first display index number and the second display index number.
Optionally, the setting module is specifically configured to: presetting a first display index number M and a second display index number N according to experience or continuously checking effects; or, calculating the first display index number M and the second display index number N through a certain algorithm; or, part of the calculation is obtained by presetting and part of the calculation is obtained by an algorithm.
Optionally, the processing module is specifically configured to:
and if the actual index number R is smaller than the first display index number M, displaying the data information to be displayed in a normal display mode according to the actual index number.
If the actual index number R is larger than the second display index number N, a TOPN display mode is adopted, namely the first (N-1) indexes adopt a normal display mode, and the proportion of the data information corresponding to the indexes from the Nth index to the Rth index is merged into the Nth pie and is displayed in the form of other.
If the actual index number R is larger than or equal to the first display index number M and the actual index number R is smaller than or equal to the second display index number N, accumulating the ratios of indexes with the ratios smaller than a preset ratio threshold value F in each index, and merging the data information corresponding to the indexes with the ratios smaller than the ratio threshold value F into the same cake to be displayed in the form of other; and displaying the data information to be displayed in a normal display mode by using the index of which the ratio is greater than or equal to the ratio threshold value F.
Optionally, the processing module is further configured to:
for the part displayed in the other form, when being triggered, such as a mouse floats to the cake corresponding to the part displayed in the other form, a floating layer is floated, and the proportion detail information corresponding to the cake is displayed.
The present application further provides an apparatus for implementing information processing, comprising at least a memory and a processor, wherein,
the memory has stored therein the following executable instructions: according to the characteristics of the visualization mode, the number of first display indexes and the number of second display indexes are predetermined; and determining a display mode according to the actual index number of the data information to be displayed, and the determined first display index number and second display index number.
In one exemplary configuration of the present application, a computing device includes one or more processors (CPUs), input/output interfaces, a network interface, and memory.
The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, computer readable media does not include non-transitory computer readable media (transient media), such as modulated data signals and carrier waves.
The steps illustrated in the flow charts of the figures may be performed in a computer system such as a set of computer-executable instructions. Also, while a logical order is shown in the flow diagrams, in some cases, the steps shown or described may be performed in an order different than here.
Although the embodiments disclosed in the present application are described above, the descriptions are only for the convenience of understanding the present application, and are not intended to limit the present application. It will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the spirit and scope of the disclosure as defined by the appended claims.

Claims (9)

1. A processing method of visual chart information is characterized by comprising the following steps:
predetermining a first display index number and a second display index number of a visual display mode;
determining a display mode of the data information to be displayed according to the actual index number of the data information to be displayed, and the determined first display index number and second display index number;
when the actual index number is greater than or equal to the first display index number and the actual index number is less than or equal to the second display index number, accumulating the ratios of indexes with the ratios smaller than a preset ratio threshold value in all indexes of the data information to be displayed, and merging and displaying the data information corresponding to the indexes with the ratios smaller than the ratio threshold value;
and the index of which the ratio is greater than or equal to the ratio threshold value is displayed in a normal display mode.
2. The processing method of claim 1, wherein determining the first and second presentation indicator counts comprises:
presetting the first display index number and the second display index number according to experience or continuously checking effects;
or, calculating the first display index number and the second display index number by a preset algorithm.
3. The processing method according to claim 1, wherein the determining the presentation mode comprises:
and when the actual index number is larger than the second display index number, the first (second display index number-1) indexes in the indexes of the data information to be displayed adopt a normal display mode, and the proportion of the second display index number to the data information corresponding to the first actual index number indexes is combined and displayed.
4. The processing method according to claim 1, wherein the determining the presentation mode comprises:
and when the actual index number is smaller than the first display index number, displaying the data information to be displayed in a normal display mode according to the actual index number.
5. The processing method according to claim 1 or 3, wherein when the part of the merged presentation is triggered, the method further comprises: and displaying a floating layer for displaying the proportion detail information of the part displayed in the combined mode.
6. A processing apparatus for visualizing chart information, comprising: a setting module and a processing module, wherein,
the setting module is used for predetermining the first display index number and the second display index number of the visual display mode;
the processing module is used for determining a display mode according to the actual index number of the data information to be displayed, and the determined first display index number and the second display index number; when the actual index number is greater than or equal to the first display index number and the actual index number is less than or equal to the second display index number, accumulating the ratios of indexes with the ratios smaller than a preset ratio threshold value in all indexes of the data information to be displayed, and merging and displaying the data information corresponding to the indexes with the ratios smaller than the ratio threshold value; and displaying the index with the proportion larger than or equal to the proportion threshold value in a normal display mode.
7. The processing apparatus according to claim 6, wherein the setting module is specifically configured to: presetting the first display index number and the second display index number according to experience or continuously checking effects; or, calculating the first display index number and the second display index number by a preset algorithm.
8. The processing apparatus as claimed in claim 6, wherein the processing module is specifically configured to:
when the actual index number is larger than the second display index number, the first (second display index number-1) indexes in the indexes of the data information to be displayed adopt a normal display mode, and the proportion of the second display index number to the data information corresponding to the first actual index number indexes is combined and displayed;
and when the actual index number is smaller than the first display index number, displaying the data information to be displayed in a normal display mode according to the actual index number.
9. The processing apparatus of claim 8, wherein the processing module is further configured to: and when the part of the merged presentation is triggered, presenting a floating layer of the occupation detail information for presenting the part of the merged presentation.
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