CN113157782B - Display method of data analysis chart, electronic equipment and readable storage medium - Google Patents
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Abstract
The invention discloses a display method of a data analysis chart, electronic equipment and a readable storage medium, wherein the method comprises the following steps: obtaining a display area list of target data according to the target data list, comparing any target data presentation graph of the display area list with a preset data display area threshold value, comparing the number of first graphic elements with the number of second graphic elements, and adjusting the distribution condition of the graphic elements in a target data analysis graph; according to the invention, the display area of the corresponding data graph can be obtained according to different percentages of the data, the data and the display area are in one-to-one correspondence, and the display rule of the data graph is adjusted by the proportion of the display area corresponding to any data to the whole display area, so that the displayed data graph is attractive and uniformly distributed, and the observation and analysis of the whole data by a user are facilitated.
Description
Technical Field
The present invention relates to the field of data visualization technologies, and in particular, to a method for displaying a data analysis chart, an electronic device, and a readable storage medium.
Background
Along with the entry of science and technology into the Data age, the required places need Data for recording, and the Data (Data) is a physical symbol carrying or recording information and arranged and combined according to a certain rule. The data are typically the results of experiments, measurements, observations, surveys, and the like, and can be presented in the form of numerical values.
There are many statistical methods for representing a large amount of data, such as a line graph, a column graph, a perspective graph, a pie chart, a radar chart, etc., but the above representation methods, especially the pie chart, can cause uneven distribution of the data presented in the pie chart due to large difference between the data, which affects the observation and analysis of the whole data by the user, and also affects the aesthetic property of the data presented in the pie chart.
Disclosure of Invention
In order to solve the problems in the prior art, a target data list is obtained, a display area list of target data is obtained according to the target data list, any target data presentation graph of the display area list is compared with a preset data display area threshold value, the number of first primitives of the first primitive list and the number of second primitives of the second primitive list are generated and compared, and the distribution of the display area is adjusted; according to the invention, the display area of the corresponding data graph can be obtained according to different percentages of the data, the data and the display area are in one-to-one correspondence, and the display rule of the data graph is adjusted by the proportion of the display area corresponding to any data to the whole display area, so that the displayed data graph is attractive and uniformly distributed, and the observation and analysis of the whole data by a user are facilitated; the embodiment of the invention provides a display method of a data analysis chart, electronic equipment and a readable storage medium. The technical scheme is as follows:
in one aspect, a method for displaying a data analysis graph, the method comprising the steps of:
acquiring a ratio list A= (A1, A2, A3, … …, am) corresponding to target data, wherein Ai refers to the percentage value of the ith target data;
according to the a, a data analysis chart list s= (S1, S2, S3, … …, sm) corresponding to the target data is obtained, wherein Si meets the following conditions:
according to Si and a preset analysis chart area threshold value
By contrast, a first primitive list b= (B1, B2, B3, … …, bp) and a second primitive list are generated
=（
1，
2，
3，……，
q), wherein Bx refers to the x first primitive, x= … … p, p is the first primitive number,
y means the y secondPrimitives, y= … … q, q being the second number of primitives, p+q=m;
when p=q, then either of the two adjacent Bx and bx+1 will be present
y, obtaining the target data analysis graph;
when p > q, then either is present between By and by+1
y and presenting bz+1 adjacent to Bz to obtain the target data analysis graph, wherein y= … … q; z=y+1 … … p;
when p < q, then
Dividing into p third primitive groups, wherein any one of the third primitive groups is%
y，
y+1，
y+2，……，
y+r), r meets the following conditions:
and any one of the third primitive groups is displayed between the adjacent Bx and Bx+1, and the target data analysis graph is obtained.
In another aspect, an electronic device includes a processor and a memory, where at least one instruction or at least one program is stored, where the at least one instruction or the at least one program is loaded and executed by the processor to implement a method for displaying a data analysis graph according to any one of the above.
In another aspect, a computer readable storage medium stores at least one instruction or at least one program, where the at least one instruction or the at least one program is loaded and executed by a processor to implement a method for displaying a data analysis graph according to any one of the above.
The display method of the data analysis chart, the electronic equipment and the readable storage medium provided by the invention have the following technical effects:
the invention obtains a primitive list of target data according to the target data list, compares any target data presentation graph of the display area list with a preset data display area threshold value, generates and compares a first primitive p of a first primitive list and a second primitive number q of a second primitive list, when p=q, presents any second primitive between Bx and Bx+1 in adjacent first primitive list, and when p > q, presents any one of the following between By and By+1 in the first primitive list
y, and presenting Bz in Bz+1 in B adjacent to B, dividing the second primitive list into p third primitive groups when p is less than q, and presenting any one of the third primitive groups between adjacent Bx and Bx+1; according to different percentages of the data, the display area of the corresponding data graph can be obtained, the data and the display area are in one-to-one correspondence, and the display rule of the data graph is adjusted by the proportion of the display area corresponding to any data to the whole display area, so that the displayed data graph is attractive and uniform in distribution, and the user can observe and analyze the whole data conveniently.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a method for displaying a data analysis chart according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
It should be noted that the terms "first," "second," and the like in the description and the claims of the present invention and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or server that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed or inherent to such process, method, article, or apparatus, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
Example 1
As shown in fig. 1, the present embodiment provides a method for displaying a data analysis chart, which includes the following steps:
s101, a ratio list a= (A1, A2, A3, … …, am) corresponding to the target data is obtained, where Ai refers to a percentage value of the ith target data, i= … … m, and m is the number of target data.
Specifically, the method further includes determining Ai as the method:
acquiring a target data list c= (C1, C2, C3, … …, cm), wherein Ci refers to the ith target data;
ai meets the following conditions:
specifically, a1+a2+a3+ … … +am=1.
S103, obtaining a primitive list S= (S1, S2, S3, … …, sm) of a data analysis graph corresponding to target data according to the A, wherein Si meets the following conditions:
Further, si reflects an image of any of the Ai distribution rules.
S105, according to Si and a preset analysis chart area threshold value
By contrast, a first primitive list b= (B1, B2, B3, … …, bp) and a second primitive list are generated
=（
1，
2，
3，……，
q), wherein Bx is the x first primitive, x= … … p, p is the first primitiveThe number of the pieces of the plastic material,
y refers to the y second primitive, y= … … q, q is the second primitive number, and p+q=m.
Specifically, the method further comprises the following steps of obtaining B and B
：
Initializing b=null
=null, and walk S;
if Si >
Inserting the graphic element corresponding to Si into B;
if Si is less than or equal to
Inserting the graphic element corresponding to Si into
。
Specifically, the first primitive refers to a primitive that can be marked in a presentation area corresponding to the primitive, for example, characters, numerical values, or characters are marked in the presentation area corresponding to the primitive. Those skilled in the art can mark the presentation area corresponding to the primitive according to any existing method. Preferably, b1 > =b2 > =b3 > = … … > =bp.
Specifically, the second primitive refers to a graph that cannot be marked in a presentation area corresponding to the primitive, for example, characters, values, or characters cannot be completely marked in the presentation area corresponding to the primitive.
Preferably, the method comprises the steps of,
1=＜
2=＜
3=＜……=＜
q。
further, the sizes of the first primitives which can be observed by the user are different in the target display area due to the different sizes of the target data analysis graphs, so that the first primitives and the second primitives corresponding to the target data analysis graphs with different sizes need to be divided, and the target data analysis graphs can be displayed in a corresponding manner
Further defined, i.e.
Meets the following conditions:
wherein W refers to the width of the target display area, where the target display area refers to an area for displaying a target data analysis chart in a display device, for example, a display displayable area corresponding to a computer or a display displayable area corresponding to other terminals; therefore, compared with the conventional setting of an area threshold, the area threshold of the required analysis map is determined by adopting the proportion of the target data analysis map to the target display area, and the first primitive and the second primitive corresponding to the target data analysis map can be accurately divided according to the area of the target data analysis map, so that the problem that the first primitive is mistakenly divided into the second primitive list in the target data analysis map with larger size or the second primitive is mistakenly divided into the first primitive list in the target data analysis map with smaller size is avoided, and the display effect of the target data analysis map is influenced.
S107, when p=q, then between Bx and bx+1Presentation of either
y, obtaining the target data analysis graph;
preferably, between Bx and bx+1 as follows
Sequentially presented in order of (2)
y, e.g. present between B1 and B2
1, present between B2 and B3
2, and so on until a target data analysis chart is obtained and presented in the target display area.
When p > q, then either is present between By and by+1
y and presenting bz+1 adjacent to Bz to obtain the target data analysis graph, wherein y= … … q; z=y+1 … … p;
preferably, between By and by+1 as follows
Sequentially presented in order of (2)
y, e.g. present between B1 and B2
1, present between B2 and B3
2, and so on, at the same time, when
After all of the remaining first primitives are adjacently rendered until a target data analysis map is obtained and rendered within the target display area.
When p < q, then
Dividing into p third primitive groups, wherein any one of the third primitive groups is%
y，
y+1，
y+2，……，
y+r), r meets the following conditions:
and any one of the third primitive groups is displayed between the adjacent Bx and Bx+1, and the target data analysis graph is obtained.
Further, for the same target data analysis graph, the number of the first primitives and the number of the second primitives are different, in order to improve the presentation effect of the target data analysis graph, the distribution of the first primitives and the second primitives in the same target data analysis graph is adjusted according to the relation between the number of the first primitives and the number of the second primitives, when the number of the first primitives and the number of the second primitives are the same, the first primitives and the second primitives are uniformly distributed, namely the second primitives are inserted between the adjacent first primitives, so that the presentation effect of the target data analysis graph is improved, meanwhile, the first primitive list is arranged according to the positive sequence from large to small in area, and the second primitive list is arranged according to the reverse sequence from small to large in area, so that the presentation effect of the target data analysis graph can be further improved, visual comparison data of users can be facilitated, and the user is facilitated to analyze the data; when the number of the first primitives is larger than that of the second primitives, the second primitives are uniformly distributed in the adjacent first primitives, and the rest first primitives are displayed adjacently, so that the display effect of the target data analysis graph can be improved; when the number of the first primitives is smaller than that of the second primitives, the second primitives are uniformly divided into a plurality of groups, the groups are uniformly inserted between the adjacent first primitives, the presentation effect of the target data analysis graph is improved, too many primitives with smaller areas are prevented from being adjacently presented, the trend of data presentation cannot be intuitively observed by a user, and the analysis of the data by the user is influenced.
According to the first embodiment, the display area of the corresponding data graph can be obtained according to different percentages of the data, the data and the display area are in one-to-one correspondence, and the display rule of the data graph is adjusted by the proportion of the display area corresponding to any data to the whole display area, so that the displayed data graph is attractive and uniformly distributed, and the observation and analysis of the whole data by a user are facilitated.
Example two
The area of the second embodiment and the first embodiment is that,
meets the following conditions:
when R/W is not less than
K is 0.05-0.1, preferably 0.1;
when R/W <
K is in a value range of 0.1-0.2, preferably K is 0.2;
wherein ,
refers to the parameter value threshold value, preferably,
0.25.
According to the method, the proportion of the target display area according to the target data analysis graph is limited, so that on one hand, the accuracy of dividing the first primitive and the second primitive corresponding to the target data analysis graph can be further improved; on the other hand, the situation that the distribution of the target data analysis graph is influenced in a second primitive list of the first primitive misclassification value due to the fact that the first primitive number is far larger than the second primitive number because the target data analysis graph occupies a larger target display area is avoided.
Specifically, other steps in the second embodiment are identical to those in the first embodiment, and are not described herein.
The second embodiment can achieve the same technical effects as the first embodiment, and can obtain the display area of the corresponding data graph according to different percentages of the data, so that the data and the display area are in one-to-one correspondence, and the display rule of the data graph is adjusted by the proportion of the display area corresponding to any data to the whole display area, so that the displayed data graph is attractive and uniformly distributed, and the observation and analysis of the whole data by a user are facilitated.
Example III
In the area of the third embodiment and the first embodiment, the presenting any one of the third primitive groups between Bx and bx+1 to obtain the target data analysis graph further includes:
any one of the third primitive groups
y, the radius R corresponding to y is adjusted
The said
Meets the following conditions:
further, K is a parameter value of the analysis map area threshold value and the value range of K accords with the following:
when R/W is not less than
K is 0.05-0.1, preferably 0.1;
when R/W <
K is in a value range of 0.1-0.2, preferably K is 0.2;
wherein ,
refers to the parameter value threshold value, preferably,
0.25.
According to the method, the radius corresponding to the second graphic element is adjusted, so that on one hand, when a plurality of second graphic elements are simultaneously displayed, the second graphic elements can be displayed completely, and a user can analyze data conveniently; on the other hand, the method also enables the form presented by the target data analysis graph to be diversified, meets the requirements of different users, and has wide application range.
The third embodiment has the same technical effects as the first embodiment, and can obtain the display area of the corresponding data graph according to different percentages of the data, so that the data and the display area are in one-to-one correspondence, and the display rule of the data graph is adjusted by the proportion of the display area corresponding to any data to the whole display area, so that the displayed data graph is attractive and uniformly distributed, and the observation and analysis of the whole data by a user are facilitated.
The embodiment of the invention also provides electronic equipment, which comprises a processor and a memory, wherein at least one instruction or at least one section of program is stored in the memory, and the at least one instruction or the at least one section of program is loaded and executed by the processor to realize the display method of the data analysis graph.
The computer device of embodiments of the present invention exists in a variety of forms including, but not limited to:
(1) A mobile communication device: such devices are characterized by mobile communication capabilities and are primarily aimed at providing voice, data communications. Such terminals include: smart phones (e.g., tphos), multimedia phones, functional phones, and low-end phones, etc.
(2) Ultra mobile personal computer device: such devices are in the category of personal computers, having computing and processing functions, and generally also having mobile internet access characteristics. Such terminals include: PDA, mtD, and UMPC devices, etc., such as tPad.
(3) Portable entertainment device: such devices may display and play multimedia content. The device comprises: audio, video players (e.g., tPod), palm game players, electronic books, and smart toys and portable car navigation devices.
(4) And (3) a server: the configuration of the server includes a processor, a hard disk, a memory, a system bus, etc., and the server is similar to a general computer architecture, but is required to provide highly reliable services, so that the server has high requirements in terms of processing capacity, stability, reliability, security, scalability, manageability, etc.
(5) Other electronic devices with data interaction function.
Embodiments of the present invention also provide a computer readable storage medium that may be provided in an electronic device to store at least one instruction or at least one program related to a method for implementing a virus detection method in a method embodiment, where the at least one instruction or the at least one program is loaded and executed by the processor to implement a method for displaying a data analysis graph provided in the method embodiment.
Alternatively, in this embodiment, the storage medium may be located in at least one network server among a plurality of network servers of the computer network. Alternatively, in the present embodiment, the storage medium may include, but is not limited to: a U-disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a removable hard disk, a magnetic disk, or an optical disk, or other various media capable of storing program codes.
The foregoing description of the preferred embodiments of the invention is not intended to limit the invention to the precise form disclosed, and any such modifications, equivalents, and alternatives falling within the spirit and scope of the invention are intended to be included within the scope of the invention.
Claims (8)
1. A method for displaying a data analysis graph, the method comprising the steps of:
acquiring a ratio list A= (A1, A2, A3, … …, am) corresponding to target data, wherein Ai refers to the percentage value of the ith target data;
according to the A, a data analysis chart list S= (S1, S2, S3, … …, sm) corresponding to the target data is obtained, wherein Si meets the following conditions
according to Si and a preset analysis chart area threshold value
By contrast, a first primitive list b= (B1, B2, B3, … …, bp) and a second primitive list +.>
Wherein Bx is the x first primitive, x= … … p, p is the first primitiveNumber of yuan (Yuan)>
Refers to the y second primitive, y= … … q, q is the number of second primitives, p+q=m;
wherein the method further comprises generating B and B by
：
Initializing b=null
=null, and walk S;
if Si >
Inserting the graphic element corresponding to Si into B;
if Si is less than or equal to
Then the graphic element corresponding to Si is inserted +.>
；
wherein ,
meets the following conditions:
when R/W is not less than
K is 0.05-0.1;
when R/W <
K is 0.1-0.2, wherein->
Refers to a parameter value threshold;
when p=q, either one of adjacent Bx and bx+1 is present
Obtaining the target data analysis graph;
when p > q, then either is present between By and by+1
And bz+1 is presented adjacently to Bz to obtain the target data analysis graph, wherein y= … … q; z=y+1 … … p;
when p < q, then
Dividing into p third primitive groups, wherein any one of the third primitive groups is
R meets the following conditions:
and presenting any one of the third primitive groups between the adjacent Bx and bx+1 to obtain the target data analysis graph, wherein presenting any one of the third primitive groups between the Bx and bx+1 to obtain the target data analysis graph further comprises:
any one of the third primitive groups
The corresponding radius R is adjusted by a value +.>
Said->
Meets the following conditions:
2. the method according to claim 1, wherein a1+a2+a3+ … … +am=1.
3. The method of displaying a data analysis map according to claim 2, further comprising determining Ai by:
acquiring a target data list c= (C1, C2, C3, … …, cm), wherein Ci refers to the ith target data;
ai meets the following conditions:
4. the method of displaying a data analysis chart according to claim 1, wherein the target display area refers to an area for displaying a target data analysis chart in a display device.
5. The method of claim 1, wherein b1 > = b2 > = b3 > = … … > = Bp.
6. The method for displaying a data analysis chart according to claim 1, wherein,
。
7. an electronic device, comprising a processor and a memory, wherein at least one instruction or at least one program is stored in the memory, and the at least one instruction or the at least one program is loaded and executed by the processor to implement the method for displaying a data analysis graph according to any one of claims 1 to 6.
8. A computer-readable storage medium having at least one instruction or at least one program stored therein, the at least one instruction or the at least one program loaded and executed by a processor to implement the method of displaying a data analysis graph according to any one of claims 1 to 6.
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| US6972762B2 (en) * | 2002-05-21 | 2005-12-06 | Microsoft Corporation | System and method for interactive grouping of pie chart slices |
| JP2006268564A (en) * | 2005-03-24 | 2006-10-05 | Ines Corp | Data display device |
| US20120194520A1 (en) * | 2011-01-31 | 2012-08-02 | Ascom Network Testing Inc. | Presentation modes for radio network measurements |
| US9142046B2 (en) * | 2013-06-06 | 2015-09-22 | International Business Machines Corporation | Effective arrangement of data elements |
| CN106846434A (en) * | 2017-01-19 | 2017-06-13 | 沃民高新科技（北京）股份有限公司 | The method and apparatus for showing operation signal |
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