CN110059267A - Methods of exhibiting, device, computer equipment and the storage medium of data analysis result - Google Patents
Methods of exhibiting, device, computer equipment and the storage medium of data analysis result Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 52
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- 241001269238 Data Species 0.000 claims description 6
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- 238000013079 data visualisation Methods 0.000 abstract description 2
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Abstract
The embodiment of the present application belongs to the data visualization field of artificial intelligence, is related to a kind of methods of exhibiting of data analysis result, including obtaining the label of data and the achievement data of the label；According to the label, the achievement data of the label and preset bubble formation rule, the corresponding bubble pattern of the label is determined, wherein the bubble pattern includes content of text, the size of bubble and the color of bubble shown in bubble；According to the corresponding bubble pattern of the label, the corresponding bubble of the label is generated；The bubble is shown by display interface.The application also provides displaying device, computer equipment and the storage medium of a kind of data analysis result.The application can be by the analysis of the intuitive display data of bubble of different patterns as a result, improving user experience.
Description
Technical field
This application involves data visualization technique field more particularly to a kind of methods of exhibiting of data analysis result, device,
Computer equipment and storage medium.
Background technique
Financial field is frequently necessary to analyze various data, and is shown to analysis result.Currently, golden
Melt the displaying that field is directed to data analysis result, the several levels for being often based on business or function are shown respectively, such as current
Securities broker company is the essential information page, the technical information page, fund information page by checking data mostly in display data
4 business function pages such as face, information page carry out data displaying and need to switch several when user wants to check data
A page can just check the details of each page info, and operation is more complex, and user experience is poor.
Summary of the invention
The purpose of the embodiment of the present application is to propose the methods of exhibiting and device of a kind of data analysis result, can be by not
Analysis with the intuitive display data of bubble of pattern is as a result, improve user experience.
In order to solve the above-mentioned technical problem, the embodiment of the present application provides a kind of methods of exhibiting of data analysis result, including
Following step:
Obtain the label of data and the achievement data of the label；
According to the label, the achievement data of the label and preset bubble formation rule, the label pair is determined
The bubble pattern answered, wherein the bubble pattern includes content of text, the size of bubble and the face of bubble shown in bubble
Color；
According to the corresponding bubble pattern of the label, the corresponding bubble of the label is generated；
The bubble is shown by display interface.
In one possible implementation, described according to the label, the achievement data of the label and preset
Bubble formation rule, determines the corresponding bubble pattern of the label, comprising:
The text information of the achievement data of the label is determined as in the text shown in the corresponding bubble of the label
Hold.
In one possible implementation, described according to the label, the achievement data of the label and preset
Bubble formation rule, determines the corresponding bubble pattern of the label, comprising:
According to the mapping relations of preset achievement data value range and bubble size, the achievement data of the label is determined
Bubble size corresponding to range；Or,
According to the mapping relations of preset achievement data development trend value range and bubble size, the finger of the label is determined
Mark bubble size corresponding to the development trend range of data；Or,
According to the mapping relations of preset label classification and bubble color, the corresponding gas of the tag types of the label is determined
Steep color.
In one possible implementation, before the label for obtaining the data, the method also includes:
Morphology and syntactic analysis are carried out to each label of the data, determine that similarity is more than or equal to the more of first threshold
A label, and a label for determining that frequency of occurrence is most in the multiple label is the representative label of the multiple label and is
The label of the data；Or,
Morphology and syntactic analysis are carried out to each label of the data, determine the multiple labels for describing identical content, and
It determines the representative label that any one label is the multiple label and is the label of the data；Or,
Morphology and syntactic analysis are carried out to each label of the data, and same-language transformation model is used to each label
The label after converting to convert is carried out, determines the label that similarity is more than or equal to after multiple conversions of second threshold, and determine
It is the multiple convert after label in the most label of frequency of occurrence be to represent label and into the label of the data；Or,
Morphology and syntactic analysis are carried out to each label of the data, and same-language transformation model is used to each label
The label after converting to convert, the label after determining the multiple conversions for describing identical content are carried out, and determines any one conversion
Label afterwards is the label for representing label and being the data.
In one possible implementation, before the bubble by display interface displaying, the exhibition
Show that method further includes following step:
According to preset window parameter, creation shows the window of the bubble, the window ginseng on the display interface
Number includes the width and height of the window；
It is described that the bubble is shown by display interface, comprising:
The corresponding bubble of the label is shown by the window on the display interface.
In one possible implementation, after described the step of showing the bubble by the display interface, institute
The method of stating further includes following step:
Timing carries out weight analysis to all achievement datas of the data, and label must be updated by obtaining the data；Or,
The update label that timing acquisition user adds the data；
Number of bubbles included by interface is shown described in tag update based on updating.
In one possible implementation, after described the step of showing the bubble by the display interface, institute
The method of stating further includes following step:
Plate anchor point is set for the bubble, the plate is industry sector, concept plate or geographic sector；
When getting user and clicking the operation of the anchor point, corresponding plate is jumped to.
Further, in order to solve the above-mentioned technical problem, the embodiment of the present application also provides a kind of exhibition of data analysis result
Showing device comprises the following modules:
Module is obtained, for obtaining the label of data and the achievement data of the label；
Determining module, for regular according to the achievement data of the label, the label and preset bubble formation, really
Determine the corresponding bubble pattern of the label, wherein the bubble pattern includes the content of text shown in bubble, the size of bubble
With the color of bubble；
Generation module, for generating the corresponding bubble of the label according to the corresponding bubble pattern of the label；
Display module, for showing the bubble by display interface.
In one possible implementation, the determining module is specifically used for the text of the achievement data of the label
Information is determined as the content of text shown in the corresponding bubble of the label.
In one possible implementation, the determining module is specifically used for:
According to the mapping relations of preset achievement data value range and bubble size, the achievement data of the label is determined
Bubble size corresponding to range；Or,
According to the mapping relations of preset achievement data development trend value range and bubble size, the finger of the label is determined
Mark bubble size corresponding to the development trend range of data；Or,
According to the mapping relations of preset label classification and bubble color, the corresponding gas of the tag types of the label is determined
Steep color.
In one possible implementation, the determining module is also used to obtain the data in the acquisition module
Label before, morphology and syntactic analysis are carried out to each label of the data, determine that similarity is more than or equal to first threshold
Multiple labels, and determine that frequency of occurrence is most in the multiple label a label is the representative label of the multiple label
It and is the label of the data；Or, carrying out morphology and syntactic analysis to each label of the data, determine to describe identical content
Multiple labels, and determine any one label be the representative label of the multiple label and be the data label；Or, right
The each label of data carries out morphology and syntactic analysis, and convert using same-language transformation model to each label
Label after conversion determines the label that similarity is more than or equal to after multiple conversions of second threshold, and determines the multiple turn
A most label of frequency of occurrence is the label for representing label and being the data in label after changing；Or, to the data
Each label carries out morphology and syntactic analysis, and is carried out after converting to convert to each label using same-language transformation model
Label, the label after determining the multiple conversions for describing identical content, and determine that the label after any one conversion is to represent label
It and is the label of the data.
In one possible implementation, the displaying device further include: creation module, the creation module are used for
Before the display module shows the bubble by display interface, according to preset window parameter, on the display interface
Creation shows the window of the bubble, and the window parameter includes the width and height of the window；The display module is specifically used for
The corresponding bubble of the label is shown by the window on the display interface.
In one possible implementation, the displaying device further includes update module, and the update module is used for,
After the display module shows the bubble by display interface, periodically all achievement datas of the data are divided again
Analysis, label must be updated by obtaining the data；Or, the update label that timing acquisition user adds the data, the displaying mould
Block is also used to based on number of bubbles included by displaying interface described in update tag update.
In one possible implementation, the displaying device further includes setup module, and the setup module is used for,
After the display module shows the bubble by the display interface, plate anchor point, the plate are set for the bubble
For industry sector, concept plate or geographic sector；The display module, which is also used to work as, gets the behaviour that user clicks the anchor point
When making, corresponding plate is jumped to.
In order to solve the above-mentioned technical problem, the embodiment of the present application also provides a kind of computer equipment, uses as described below
Technical solution:
Obtain the label of data and the achievement data of the label；
According to the label, the achievement data of the label and preset bubble formation rule, the label pair is determined
The bubble pattern answered, wherein the bubble pattern includes content of text, the size of bubble and the face of bubble shown in bubble
Color；
According to the corresponding bubble pattern of the label, the corresponding bubble of the label is generated；
The bubble is shown by display interface.
In order to solve the above-mentioned technical problem, the embodiment of the present application also provides a kind of computer readable storage medium, uses
Technical solution as described below:
Obtain the label of data and the achievement data of the label；
According to the label, the achievement data of the label and preset bubble formation rule, the label pair is determined
The bubble pattern answered, wherein the bubble pattern includes content of text, the size of bubble and the face of bubble shown in bubble
Color；
According to the corresponding bubble pattern of the label, the corresponding bubble of the label is generated；
The bubble is shown by display interface.
Compared with prior art, the embodiment of the present application mainly have it is following the utility model has the advantages that
The different patterns that the application passes through bubble are intuitively that user shows the analysis of each data as a result, improving user's body
It tests.
Detailed description of the invention
It, below will be to needed in the embodiment of the present application description in order to illustrate more clearly of the scheme in the application
Attached drawing makees a simple introduction, it should be apparent that, the accompanying drawings in the following description is some embodiments of the present application, for this field
For those of ordinary skill, without creative efforts, it is also possible to obtain other drawings based on these drawings.
Fig. 1 is that this application can be applied to exemplary system architecture figures therein；
Fig. 2 is according to a kind of flow chart of one embodiment of the methods of exhibiting of data analysis result of the application；
Fig. 3 is displaying interface schematic diagram provided by the embodiments of the present application；
Fig. 4 is the structural schematic diagram according to a kind of one embodiment of the displaying device of data analysis result of the application；
Fig. 5 is the structural schematic diagram according to one embodiment of the computer equipment of the application.
Specific embodiment
Unless otherwise defined, all technical and scientific terms used herein and the technical field for belonging to the application
The normally understood meaning of technical staff is identical；It is specific that description is intended merely in the term used in the description of application herein
Embodiment purpose, it is not intended that in limitation the application；The description and claims of this application and above-mentioned Detailed description of the invention
In term " includes " and " having " and their any deformation, it is intended that cover and non-exclusive include.The application's says
Bright book and claims or term " first " in above-mentioned attached drawing, " second " etc. rather than are used for distinguishing different objects
In description particular order.
Referenced herein " embodiment " is it is meant that a particular feature, structure, or characteristic described can wrap in conjunction with the embodiments
It is contained at least one embodiment of the application.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
In order to make those skilled in the art more fully understand application scheme, below in conjunction with attached drawing, to the application reality
The technical solution applied in example is clearly and completely described.
As shown in Figure 1, system architecture 100 may include terminal device 101,102,103, network 104 and server 105.
Network 104 between terminal device 101,102,103 and server 105 to provide the medium of communication link.Network 104 can be with
Including various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be used terminal device 101,102,103 and be interacted by network 104 with server 105, to receive or send out
Send message etc..Various telecommunication customer end applications can be installed, such as web browser is answered on terminal device 101,102,103
With, shopping class application, searching class application, instant messaging tools, mailbox client, social platform software etc..
Terminal device 101,102,103 can be the various electronic equipments with display screen and supported web page browsing, packet
Include but be not limited to smart phone, tablet computer, E-book reader, MP3 player (Moving Picture Experts
Group Audio Layer III, dynamic image expert's compression standard audio level 3), MP4 (Moving Picture
Experts Group Audio Layer IV, dynamic image expert's compression standard audio level 4) it is player, on knee portable
Computer and desktop computer etc..
Server 105 can be to provide the server of various services, such as to showing on terminal device 101,102,103
The page provides the background server supported.
It should be noted that the methods of exhibiting of data analysis result provided by the embodiment of the present application is generally by terminal device
It executes, correspondingly, the displaying device of data analysis result is generally positioned in terminal device, and the data may include financial number
According to for example, stock certificate data.
It should be understood that the number of terminal device, network and server in Fig. 1 is only schematical.According to realization need
It wants, can have any number of terminal device, network and server.
With continued reference to Fig. 2, an a kind of implementation of the methods of exhibiting 100 of data analysis result according to the application is shown
The flow chart of example.The methods of exhibiting 200, includes the following steps.
S210 obtains the label of data and the achievement data of the label.
Wherein, the label can for the label of basic side information, the label of technological side information, funds information label
Or the label of information face information.
Wherein it is possible to establish a label for basic side information, a label, Ke Yiwei can be established for technological side information
Funds information establishes a label, can establish a label for information face information.
It should be noted that basic side information: referring to the business circumstance (finance, profit, occupation rate of market etc.) of company.Substantially
It includes: p/e ratio, price value ratio that face information, which leads to common index,；Balance sheet, profit flow table, cash flow etc..
It should also be noted that, technological side information include: refer to observation and predicting Stock Price tendency and inherent law index and
Method.The common index of technological side information includes: a day k line, week k line, moon k line, 20 days, 60 days, 90 average daily lines；RSI
(Relative Strength Index, Relative Strength Index), BOLL (Bollinger Band, cloth forest belt), MACD
Technical indicators such as (Moving Average Convergence and Divergence, Moving Average Convergence and Divergences)；Support
Position, pressure position etc..
It should also be noted that, information face information includes: to refer to macroeconomy, monetary policy, securities market, regulation etc..Money
The news face common index of information includes: GDP (Gross Domestic Product, GDP), CPI (Consumer
Price Index, the consumer price index), PPI (Producer Price Index, producer price index), national debt income
Rate etc.；It drops interests, drop quasi-, inverse purchase, SLF (Standing Lending Facility sets up debt-credit convenience), MLF (Medium-
Term Lending Facility, medium term lending are convenient) etc.；Personal share face stop policy, stock price index futures limitation opens a position policy etc..
Should be noted funds information: the power of any market all originates from the promotion of funds.Funds information
Common index includes: daily inflow, daily fund discharge, outstanding bond fund, remaining sum of raising stocks, exchange hand, Shanghai silver
Inter-bank offered rate (Shanghai Interbank Offered Rate, shibor) profit in the ranks.
In the another aspect of the application, subtab can be established for parameters information under each label, such as can be
P/e ratio, price value ratio under basic side information labels；Balance sheet, profit flow table, cash flow establish subtab respectively.
For example, when the data are stock certificate data, can under technological side information labels day k line, week k line, moon k line,
20 days, 60 days, it is 90 average daily lines, Relative Strength Index (Relative Strength Index, RSI), Boll (BOLL), different
The technical indicators such as same Moving Average (MACD) establish subtab respectively.
For example, can under the information labels of information face GDP, CPI, PPI, national debt income, drop interests, drop it is quasi-, inverse purchase,
The information such as SLF establish subtab respectively.
For example, can under funds information labels daily inflow, daily fund discharge, outstanding bond fund,
Remaining sum, exchange hand, the shibor profit of raising stocks establish subtab respectively.
Optionally, the label of data may include third party's (following third party is referred to as user) to the subjectivity of the data or
Objective appraisal, or to the subjectivity of the data or objectively evaluated not comprising third party, the embodiment of the present application is not construed as limiting this.
It optionally,, can be with when the label of data includes third party to the subjectivities of the data or when objectively evaluating in S210
The label of the data and the achievement data of the label are obtained in several ways, and the embodiment of the present application is not construed as limiting this.
In one possible implementation, before S210, the label that available user beats the data, and
The achievement data of the label of the data and the label is stored into server.Or available system platform is to one section
All achievement datas of the data are analyzed to obtain the label of the data in time.
Correspondingly, in S210, the label of the data and the achievement data of the label can be obtained from server.
In alternatively possible implementation, the label and the mark of the data can be obtained from other data platforms
The achievement data of label.The data platform can be for example straight flush platform, east wealth platform etc..
In the present embodiment, the electronic equipment (such as terminal device shown in FIG. 1) of the operation of methods of exhibiting 200 thereon can
To obtain the label of data and the achievement data of label by wired connection mode or radio connection.It may be noted that
Be, above-mentioned radio connection can include but is not limited to 3G/4G connection, WiFi connection, bluetooth connection, WiMAX connection,
What Zigbee connection, ultra wide band (ultra wideband, UWB) connection and other currently known or future developed wirelessly connects
Connect mode.
In one possible implementation, before S210, morphology and grammer point are carried out to each label of the data
Analysis determines that similarity is more than or equal to multiple labels of first threshold, and determines that frequency of occurrence in the multiple label is most
One label be the representative label of the multiple label and be the data label；Or, being carried out to each label of the data
The multiple labels for describing identical content are determined in morphology and syntactic analysis, and determine that any one label is the multiple label
Representative label and be the data label；Or, carrying out morphology and syntactic analysis to each label of the data, and to each
Label carries out the label after converting to convert using same-language transformation model, determines that similarity is more than or equal to second threshold
Label after multiple conversions, and determine that the label that frequency of occurrence is most in the label after the multiple conversion is to represent label
It and is the label of the data；Or, carrying out morphology and syntactic analysis to each label of the data, and phase is used to each label
The label after converting to convert is carried out with language conversion model, the label after determining the multiple conversions for describing identical content, and really
Any one fixed label after converting is to represent label and into the label of the data.In another embodiment of the application, institute
The first threshold and described can not limited less than, greater than or equal to the second threshold, the application by stating first threshold
The relationship of two threshold values.
Determine that similarity can be as described below more than or equal to multiple labels of first threshold, for example, for a data,
Multiple labels can be generated, for example, carrying out morphology and syntactic analysis there are label A and label B to label A and label B, determining
Whether the content of label A description and the content similarity of label B description are more than or equal to first threshold (for example, 70% or 80%),
For example, label A description " market value of stock A is 1000W ", label B description " total value of stock A is 1000W ", then can determine
Label A and label B similarity are more than or equal to 80%.If the number that label A occurs is most, it is determined that label A is the label A
With the representative label of B and be the data label.
For another example determining that the multiple labels for describing identical content can be as described below, for a data, can be generated
Multiple labels determine the interior of label A description for example, label A and label B, carry out morphology and syntactic analysis to label A and label B
Appearance is identical with the content that label B describes, for example, label A and label B describe " market value of stock A is 1000W ".It then determines and appoints
Anticipate a label, for example, label A be the representative label of the label A and B and be the data label.
In another embodiment of the application, carrying out language conversion using same transitions model to multiple labels can be as follows
It is described, for example, the transformation model includes a variety of converting forms such as object model, keyword model and unit model, such as following tables
Shown in lattice.
The object model can be as shown in table 1, and the different description contents for indicating the same object are unified for one and are retouched
Object is stated, for example, the object can be stock.
1 object model of table
The keyword model can be as shown in table 2, and the different description contents for indicating the same keyword are unified for one
A keyword.
2 keyword model of table
The numerical value unit word model can be as shown in table 3, and the different organizations for indicating same class unit are unified for
A kind of unit.
3 numerical value unit model of table
For example, multiple labels can be generated for a data, for example, there are label A, B, C and D, to label A, B, C
Morphology and syntactic analysis are carried out with D, obtains following content.
Label A: Bank of China's market value in 2018 is thousand Wan Yuan of X；
Label B: 601988 total values in 2018 are X × 10,000,000 yuan；
Label C: Bank of China Co., Ltd.'s total value in 2018 is X × 0.1 hundred million yuan；
Label D: Bank of China, listed company total market capitalisation in 2018 is ten thousand yuan of X.
Then according to table 1,2 and 3, label A, B, C and D are converted respectively, obtain following result:
Label A convert after into label A ': Bank of China's market value in 2018 is thousand Wan Yuan of X；
Label B convert after into label B ': Bank of China's market value in 2018 is thousand Wan Yuan of X；
Label C convert after into label C ': Bank of China's market value in 2018 is thousand Wan Yuan of X；
Label D convert after into label D ': Bank of China, listed company market value in 2018 is thousand Wan Yuan of 0.000X.
Then determine that the similarity of label A ' and label C ' is more than or equal to second threshold (for example, 80%), determine label B ' and
Label C ' similarity be more than or equal to second threshold (for example, 80%), determine label A ' and the similarity of label D ' be less than or equal to
Third threshold value (for example, 20%), determines label B ' and label D ' similarity be less than or equal to third threshold value (for example, 20%), etc.
Etc. carry out similarity-rough set between any two label.It can determine that similarity is more than or equal to second threshold (for example, 80%)
Label A ' the number that occurs is most, it is determined that label A ' be the label A ', B ', C ' and D ' representative label and be the data
Label.
Can also determine label A ' and label B ' the identical content of description, it is determined that any one label, such as label A '
For the label A ' and B ' representative label and be the data label.
It is alternatively possible to carry out morphology and grammer to each label using natural language analysis method in the prior art
Analysis, is capable of determining that multiple labels that identical content is described using different language.
For example, in the label that certain data is beaten by user: 1000 incomes are high, 200 incomes are especially high, 10 incomes are good, warp
Natural language analysis is crossed, determine this 3 tag expressions is the same meaning, therefore is classified as one kind, and will be occurred 1000 times
Income it is high, the representative label as this kind of labels.
In another embodiment of the application, can first to initial labels carry out semantic analysis (e.g., including morphological analysis
And syntactic analysis), obtain the semantic analysis result of each initial labels；Then, based on the similarity of semantic analysis result to first
Beginning label is classified, for example, if the similarity of the semantic analysis result of 2 initial labels be more than or equal to threshold value (such as
80%), then this 2 initial labels are divided into one kind, such as ' income is high ' and ' income is especially high '；Then in each classification,
Filter out label of the highest initial labels of frequency of initial labels appearance as the data.
S220 determines the mark according to the label, the achievement data of the label and preset bubble formation rule
Sign corresponding bubble pattern, wherein the bubble pattern includes the content of text shown in bubble, the size and bubble of bubble
Color.
In one possible implementation, the text information of the achievement data of the label is determined as the label pair
The content of text shown in the bubble answered, the methods of exhibiting 100 of the data analysis result can also include: in the bubble
Generate the text information of the achievement data of the label.
For example, as shown in figure 3, if the label of A data be it is technical, the content of the corresponding bubble of the label is technology
Property.
In another example as shown in figure 3, if the label of A data is that profitability is weak, the content of the corresponding bubble of the label
It is weak for profitability.
In one possible implementation, preset rules may include: according to preset achievement data value range and gas
The mapping relations for steeping size, determine bubble size corresponding to the range of the achievement data of the label, for example, if the label
Achievement data value be greater than preset first numerical value, then the size of the bubble be the first model；Or, if the finger of the label
The value for marking data is greater than preset second value and is less than or equal to first numerical value, then the size of the bubble is second type
Number；Or, the size of the bubble is third type if the value of the achievement data of the label is less than or equal to the second value
Number.Wherein, the second value is less than first numerical value, and the third model is less than second model, the second type
Number be less than first model.
In alternatively possible implementation, preset rules may include: according to preset achievement data development trend
The mapping relations of value range and bubble size determine bubble ruler corresponding to the development trend range of the achievement data of the label
It is very little, for example, the size of the bubble is the first model if the development trend of the achievement data of the label is ascendant trend；
Or, if the development trend of the achievement data of the label be it is steady, the size of the bubble is the second model；Or, if described
The development trend of the achievement data of label is downward trend, then the size of the bubble is third model.Wherein, the third type
Number be less than second model, second model be less than first model.
For example, the label of B data is debt value, the achievement data of the label is the debt sum of B data over nearly 1 year
Value.If the debt total value is greater than 20,000,000, the corresponding bubble of the label is large size bubble；Or, if the debt is total
Numerical value is greater than 0 and is less than or equal to 20,000,000, then the corresponding bubble of the label is small size bubble.
In another example the label of B data is ascendant trend, the achievement data of the label is the variation hundred of B data over nearly 1 year
Divide ratio.If the rising high percentage, in 50%, the corresponding bubble of the label is large size bubble；Or, if described rise hundred
Divide than being higher than 10% and being less than or equal to 50%, then the corresponding bubble of the label is medium size bubble；Or, if the rising percentage
Than being less than or equal to 10%, then the corresponding bubble of the label is small size bubble.
In one possible implementation, preset rules may include: according to preset label classification and bubble color
Mapping relations, determine the corresponding bubble color of the tag types of the label, for example, when the label be positive class label
When, the color of the bubble is the first color；Or, the color of the bubble is second when the label is passive class label
Color；Or, the color of the bubble is third color when the label is neutral label.
For example, the corresponding bubble of the label is red if the label of C data is that business growth ability is strong；Or, if C data
Label be business growth ability it is weak, then the corresponding bubble of the label be green.
In another example the corresponding bubble of the label is red if the label of C data is ascendant trend；Or, if C data
Label be downward trend, then the corresponding bubble of the label be green；Or, if the label of C data is steady, the label
Corresponding bubble is yellow.
S230 generates the corresponding bubble of the label according to the corresponding bubble pattern of the label.
S240 shows the bubble by display interface.
Optionally, before S240, the method also includes: according to preset window parameter, on the display interface
Creation shows the window of the bubble, and the window parameter includes the width and height of the window.In another embodiment of the application
In, the width and height of the window can be arranged according to the quantity of label, for example, the window parameter and at least one threshold value are established
Corresponding relationship, for example, the wide and high of the window is respectively the first width and first if the quantity of label is less than first threshold
Highly, if the quantity of label is more than or equal to the first threshold but is less than second threshold, the width and height of the window are respectively
Second width and the second height.In another embodiment of the application, the width of the window and high acceptable dynamic are adjusted, such as
Input corresponding width parameter and height parameter.In another embodiment of the application, the width of the window and high acceptable quilt
It drags and dynamically adjusts.
Correspondingly, in S240, the corresponding gas of the label can be shown by the window on the display interface
Bubble.
In one possible implementation, which can be arranged according to historical experience, for example, technology
Size > fund of the window of the corresponding bubble of the window size of the corresponding bubble of the label of face information > basic side information label
The size of the window of the window size of the corresponding bubble of the label of face information > information face information corresponding bubble of label.
Optionally, the window parameter can also include position of the window on the display interface.
It is alternatively possible to which timer, the when the timer expires position of moving bubble is arranged for window.
Optionally, the window parameter can also include the window moved on the display interface direction, distance,
Frequency.
Optionally, the method also includes: obtain the corresponding achievement data of each label, it is corresponding to create each label
Linking relationship between bubble and the achievement data of each label；When getting user and clicking the operation of current bubble,
The achievement data is shown to the user.
For example, when the user clicks profitability weak bubble when, balance sheet, the benefit of the data can be shown to user
Moisten table, cash flow.
In another example when the user clicks technical label corresponding bubble when, 20 days of the data, 60 can be shown to user
Day, 90 average daily lines.
Optionally, the method also includes: plate anchor point is set for the label corresponding bubble, is clicked when getting user
When the anchor point, corresponding plate is jumped to.
Optionally, which can be industry sector, concept plate, geographic sector etc..
Optionally, after described the step of showing the bubble by display interface, this method further include: according to preset
Period periodically carries out weight analysis to all achievement datas of the data, and label or timing acquisition must be updated by obtaining the data
The update label that user adds the data obtains the label of data update, shows boundary described in tag update based on updating
The position and/or size of number of bubbles included by face and/or each bubble, for example, changing when the quantity of label is sent
When, the corresponding number of bubbles of the displaying showing interface label changes, can be with selection of land, the position of each label bubble can also
To change, for example, update before, the displayings interface includes the corresponding N number of bubble of N number of label, wherein N for more than or equal to
1 positive integer, each bubble has corresponding position and/or size, when update, for example, when increasing by three labels, then
Increase the corresponding bubble of three labels at the displaying interface.In another embodiment of the application, if displaying circle
The vacant insufficient area in face accommodates the size of newly-increased three bubbles, can be to bubble original in the displaying interface
Size and/or position are adaptively adjusted, to accommodate newly-increased three bubbles.In another embodiment of the application
In, when deleting one or more bubbles from the displaying interface, it can directly delete and need the bubble deleted without adjusting it
It does not need the positions and dimensions for the bubble deleted；In another embodiment of the application, it can also be adaptively adjusted and be not required to
The positions and dimensions of the bubble to be deleted.
It changes it is alternatively possible to allow or there is the bubble of update to be moved to the position by display interface center, or to having
The bubble of update carries out special display processing (for example, flashing, heightens the color), makes it possible to more highlight this kind of gas
Bubble, allows user that can significantly see the variation of data information.
Optionally, color is unrelated with the content of label or bubble, is to be determined according to achievement data value size, establishes index number
According to the mapping relations of value range and bubble color, for example, if profit, bubble is exactly red, such as indicating the bubble of profit
Fruit loss, bubble are exactly green.In another example of the application, color can also become with the size of achievement data value
Change, such as loss is more than first threshold, is exactly light green color, it is exactly bottle green, wherein first threshold that loss, which is more than second threshold,
Less than second threshold.In the present embodiment, the setting of the color of bubble can do same setting, and this embodiment is not repeated.
It should be noted that for a number of elements evidence, can have at least one label, above-mentioned S210 into S240 described in
Label can be any label at least one label.
That is, when certain number of elements is according to having multiple labels display interface can be passed through by above-mentioned S210 to S240
The corresponding bubble of each label is presented to user.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, which can be stored in a computer-readable storage and be situated between
In matter, the program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, storage medium above-mentioned can be
The non-volatile memory mediums such as magnetic disk, CD, read-only memory (Read-Only Memory, ROM) or random storage note
Recall body (Random Access Memory, RAM) etc..
It should be understood that although each step in the flow chart of attached drawing is successively shown according to the instruction of arrow,
These steps are not that the inevitable sequence according to arrow instruction successively executes.Unless expressly stating otherwise herein, these steps
Execution there is no stringent sequences to limit, can execute in the other order.Moreover, at least one in the flow chart of attached drawing
Part steps may include that perhaps these sub-steps of multiple stages or stage are not necessarily in synchronization to multiple sub-steps
Completion is executed, but can be executed at different times, execution sequence, which is also not necessarily, successively to be carried out, but can be with other
At least part of the sub-step or stage of step or other steps executes in turn or alternately.
With further reference to Fig. 4, as the realization to method shown in above-mentioned Fig. 2, this application provides a kind of analyses of data to tie
One embodiment of the displaying device 400 of fruit, the Installation practice is corresponding with 200 embodiment of methods of exhibiting shown in Fig. 2, should
Show that device 400 specifically can be applied in various electronic equipments.
As shown in figure 4, the displaying device 400 of data analysis result described in the present embodiment includes:
Module 410 is obtained, for obtaining the label of data and the achievement data of the label, the label includes basic side
The label of information, the label of technological side information, the label of funds information or information face information label；
Determining module 420, for according to the achievement data of the label, the label and preset bubble formation rule
Then, the corresponding bubble pattern of the label is determined, wherein the bubble pattern includes the content of text shown in bubble, bubble
Size and bubble color；
Generation module 430, for generating the corresponding bubble of the label according to the corresponding bubble pattern of the label；
Display module 440, for showing the bubble by display interface.
In one possible implementation, the preset rules include: by the text envelope of the achievement data of the label
Breath is determined as the content of text shown in the corresponding bubble of the label.
In one possible implementation, the preset rules include: according to preset achievement data value range and gas
The mapping relations for steeping size, determine bubble size corresponding to the range of the achievement data of the label；Or, according to preset finger
The mapping relations for marking data development trend value range and bubble size, determine the development trend range of the achievement data of the label
Corresponding bubble size；Or, determining the label of the label according to the mapping relations of preset label classification and bubble color
The corresponding bubble color of type.
In one possible implementation, the determining module 420 is also used to obtain the number in the acquisition module
According to label before, morphology and syntactic analysis are carried out to each label of the data, determine that similarity is more than or equal to the first threshold
Multiple labels of value, and determine the label that frequency of occurrence is most in the multiple label for the representative mark of the multiple label
Sign and be the label of the data；Or, carrying out morphology and syntactic analysis to each label of the data, determine to describe in identical
Hold multiple labels, and determine any one label be the representative label of the multiple label and be the data label；Or,
Morphology and syntactic analysis are carried out to each label of the data, and each label is converted using same-language transformation model
Label after must converting determines the label that similarity is more than or equal to after multiple conversions of second threshold, and determination is the multiple
A most label of frequency of occurrence is to represent label and into the label of the data in label after converting；Or, to the number
Morphology and syntactic analysis are carried out according to each label, and each label is carried out after converting to convert using same-language transformation model
Label, the label after determining the multiple conversions for describing identical content, and determine any one label after converting into representative mark
Sign and be the label of the data, the detailed process that the determining module 420 determines can be described with reference to preceding method embodiment
Process, details are not described herein.
In one possible implementation, the displaying device further includes creation module, and the creation module is used for
Before the display module 440 shows the bubble by display interface, according to preset window parameter, in the display interface
Upper creation shows the window of the bubble, and the window parameter includes the width and height of the window；The display module 440 is specific
For showing the corresponding bubble of the label by the window on the display interface.
In one possible implementation, the displaying device further includes update module, and the update module is used for,
After the display module 440 shows the bubble by display interface, periodically all achievement datas of the data are carried out
Weight analysis, label must be updated by obtaining the data；Or, the update label that timing acquisition user adds the data, the exhibition
Show module 440 for based on the quantity for updating bubble included by displaying interface described in tag update.
In one possible implementation, the displaying device further includes setup module, and the setup module is used for,
After the display module 440 shows the bubble by display interface, plate anchor point is set for the bubble, the plate is
Industry sector, concept plate or geographic sector；The display module 440, which is also used to work as, gets the behaviour that user clicks the anchor point
When making, corresponding plate is jumped to.
In order to solve the above technical problems, the embodiment of the present application also provides computer equipment.It is this referring specifically to Fig. 5, Fig. 5
Embodiment computer equipment basic structure block diagram.
The computer equipment 5 includes being in communication with each other connection memory 510, processor 520, network by system bus to connect
Mouth 530.It should be pointed out that the computer equipment 5 with component 510-530 is illustrated only in figure, it should be understood that simultaneously
All components shown realistic are not applied, the implementation that can be substituted is more or less component.Wherein, the art technology
Personnel are appreciated that computer equipment here is that one kind can carry out automatically numerical value according to the instruction for being previously set or storing
The equipment of calculating and/or information processing, hardware includes but is not limited to microprocessor, specific integrated circuit (Application
Specific Integrated Circuit, ASIC), programmable gate array (Field-Programmable Gate
Array, FPGA), digital processing unit (Digital Signal Processor, DSP), embedded device etc..
The computer equipment can be the calculating such as desktop PC, notebook, palm PC and cloud server and set
It is standby.The computer equipment can carry out people by modes such as keyboard, mouse, remote controler, touch tablet or voice-operated devices with user
Machine interaction.
The memory 510 include at least a type of readable storage medium storing program for executing, the readable storage medium storing program for executing include flash memory,
Hard disk, multimedia card, card-type memory (for example, SD or DX memory etc.), random access storage device (RAM), static random are visited
It asks memory (SRAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), may be programmed read-only deposit
Reservoir (PROM), magnetic storage, disk, CD etc..In some embodiments, the memory 510 can be the calculating
The internal storage unit of machine equipment 5, such as the hard disk or memory of the computer equipment 5.In further embodiments, the storage
It is hard that device 510 is also possible to the plug-in type being equipped on the External memory equipment of the computer equipment 5, such as the computer equipment 5
Disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash card
(Flash Card) etc..Certainly, the memory 510 can also both including the computer equipment 5 internal storage unit or
Including its External memory equipment.In the present embodiment, the memory 510 is installed on the computer equipment 5 commonly used in storage
Operating system and types of applications software, such as data analysis result methods of exhibiting program code etc..In addition, the storage
Device 510 can be also used for temporarily storing the Various types of data that has exported or will export.
The processor 520 can be in some embodiments central processing unit (Central Processing Unit,
CPU), controller, microcontroller, microprocessor or other data processing chips.The processor 520 is commonly used in described in control
The overall operation of computer equipment 5.In the present embodiment, the processor 520 is for running the journey stored in the memory 510
Sequence code or processing data, such as run the program code of the methods of exhibiting of the data analysis result.
The network interface 530 may include radio network interface or wired network interface, which is commonly used in
Communication connection is established between the computer equipment 5 and other electronic equipments.
Present invention also provides another embodiments, that is, provide a kind of computer readable storage medium, the computer
Readable storage medium storing program for executing is stored with the program of the methods of exhibiting of data analysis result, the journey of the methods of exhibiting of the data analysis result
Sequence can be executed by least one processor, so that at least one described processor executes the displaying such as above-mentioned data analysis result
The step of method.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, the technical solution of the application substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal device (can be mobile phone, computer, clothes
Business device, air conditioner or the network equipment etc.) execute method described in each embodiment of the application.
Obviously, embodiments described above is merely a part but not all of the embodiments of the present application, attached
The preferred embodiment of the application is given in figure, but is not intended to limit the scope of the patents of the application.The application can be with many differences
Form realize, on the contrary, purpose of providing these embodiments is keeps the understanding to disclosure of this application more thorough
Comprehensively.Although the application is described in detail with reference to the foregoing embodiments, for coming for those skilled in the art,
Can still modify to technical solution documented by aforementioned each specific embodiment, or to part of technical characteristic into
Row equivalence replacement.All equivalent structures done using present specification and accompanying drawing content, are directly or indirectly used in other
Relevant technical field, similarly within the application scope of patent protection.
Claims (10)
1. a kind of methods of exhibiting of data analysis result, which is characterized in that include the following steps:
Obtain the label of data and the achievement data of the label；
According to the label, the achievement data of the label and preset bubble formation rule, determine that the label is corresponding
Bubble pattern, wherein the bubble pattern includes content of text, the size of bubble and the color of bubble shown in bubble；
According to the corresponding bubble pattern of the label, the corresponding bubble of the label is generated；
The bubble is shown by display interface.
2. methods of exhibiting according to claim 1, which is characterized in that the index according to the label, the label
Data and preset bubble formation rule, determine the corresponding bubble pattern of the label, comprising:
The text information of the achievement data of the label is determined as to the content of text shown in the corresponding bubble of the label.
3. methods of exhibiting according to claim 1, which is characterized in that the index according to the label, the label
Data and preset bubble formation rule, determine the corresponding bubble pattern of the label, comprising:
According to the mapping relations of preset achievement data value range and bubble size, the range of the achievement data of the label is determined
Corresponding bubble size；Or,
According to the mapping relations of preset achievement data development trend value range and bubble size, the index number of the label is determined
According to development trend range corresponding to bubble size；Or,
According to the mapping relations of preset label classification and bubble color, the corresponding bubble face of the tag types of the label is determined
Color.
4. methods of exhibiting according to claim 1, which is characterized in that described before the label for obtaining the data
Method further include:
Morphology and syntactic analysis are carried out to each label of the data, determine that similarity is more than or equal to multiple marks of first threshold
Label, and determine that the label that frequency of occurrence is most in the multiple label is the representative label of the multiple label and is described
The label of data；Or,
Morphology and syntactic analysis are carried out to each label of the data, determine the multiple labels for describing identical content, and determine
Any one label be the representative label of the multiple label and be the data label；Or,
Morphology and syntactic analysis are carried out to each label of the data, and each label is carried out using same-language transformation model
Label after converting to convert determines the label that similarity is more than or equal to after multiple conversions of second threshold, and described in determination
It is multiple convert after label in the most label of frequency of occurrence be to represent label and into the label of the data；Or,
Morphology and syntactic analysis are carried out to each label of the data, and each label is carried out using same-language transformation model
Label after converting to convert, the label after determining the multiple conversions for describing identical content, and after any one determining conversion
Label is the label for representing label and being the data.
5. methods of exhibiting according to any one of claim 1 to 4, which is characterized in that pass through display circle described
Before face shows the bubble, the methods of exhibiting further includes following step:
According to preset window parameter, creation shows the window of the bubble, the window parameter packet on the display interface
Include the width and height of the window；
It is described that the bubble is shown by display interface, comprising:
The corresponding bubble of the label is shown by the window on the display interface.
6. methods of exhibiting according to any one of claim 1 to 4, which is characterized in that described to pass through the display interface
After the step of showing the bubble, the method also includes following step:
Timing carries out weight analysis to all achievement datas of the data, and label must be updated by obtaining the data；Or,
The update label that timing acquisition user adds the data；
Number of bubbles included by interface is shown described in tag update based on updating.
7. methods of exhibiting according to any one of claim 1 to 4, which is characterized in that described to pass through the display interface
After the step of showing the bubble, the method also includes following step:
Plate anchor point is set for the bubble, the plate is industry sector, concept plate or geographic sector；
When getting user and clicking the operation of the anchor point, corresponding plate is jumped to.
8. a kind of displaying device of data analysis result characterized by comprising
Module is obtained, for obtaining the label of data and the achievement data of the label；
Determining module, for determining institute according to the achievement data of the label, the label and preset bubble formation rule
State the corresponding bubble pattern of label, wherein the bubble pattern includes that the content of text shown in bubble, the size of bubble are gentle
The color of bubble；
Generation module, for generating the corresponding bubble of the label according to the corresponding bubble pattern of the label；
Display module, for showing the bubble by display interface.
9. a kind of computer equipment, including memory and processor, computer program, the processing are stored in the memory
Device realizes the methods of exhibiting of the data analysis result as described in any one of claims 1 to 7 when executing the computer program
The step of.
10. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium
Program realizes the data analysis result as described in any one of claims 1 to 7 when the computer program is executed by processor
Methods of exhibiting the step of.
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112489161A (en) * | 2020-11-23 | 2021-03-12 | 广州经传多赢投资咨询有限公司 | Method, system, terminal and storage medium for displaying securities bubble map |
| CN112837565A (en) * | 2021-01-20 | 2021-05-25 | 山东师范大学 | Multi-label teaching demonstration system and method for scatter diagram |
| CN112884349A (en) * | 2021-03-12 | 2021-06-01 | 沈阳麟龙科技股份有限公司 | Stock technical index display method, device and system |
| CN113010619A (en) * | 2019-12-20 | 2021-06-22 | 百度在线网络技术（北京）有限公司 | Bubble display method and device, electronic equipment and storage medium |
| CN115086692A (en) * | 2021-11-25 | 2022-09-20 | 北京达佳互联信息技术有限公司 | User data display method, device, apparatus, storage medium and program product |
| CN115577093A (en) * | 2022-05-26 | 2023-01-06 | 深圳格隆汇信息科技有限公司 | AI analysis method and system of financial information |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102609507A (en) * | 2012-02-03 | 2012-07-25 | 浙江工业大学 | Data visualization system based on Web |
| CN107729424A (en) * | 2017-09-28 | 2018-02-23 | 华为技术有限公司 | A kind of data visualization method and equipment |
| CN107807954A (en) * | 2017-09-28 | 2018-03-16 | 广东亿迅科技有限公司 | Visual modeling dimensional analytic system and its method |
| CN107945248A (en) * | 2016-10-13 | 2018-04-20 | 北京国双科技有限公司 | A kind of bubble diagram word methods of exhibiting and device |
-
2019
- 2019-03-01 CN CN201910156982.6A patent/CN110059267A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102609507A (en) * | 2012-02-03 | 2012-07-25 | 浙江工业大学 | Data visualization system based on Web |
| CN107945248A (en) * | 2016-10-13 | 2018-04-20 | 北京国双科技有限公司 | A kind of bubble diagram word methods of exhibiting and device |
| CN107729424A (en) * | 2017-09-28 | 2018-02-23 | 华为技术有限公司 | A kind of data visualization method and equipment |
| CN107807954A (en) * | 2017-09-28 | 2018-03-16 | 广东亿迅科技有限公司 | Visual modeling dimensional analytic system and its method |
Non-Patent Citations (2)
| Title |
|---|
| 张宏鑫 等: "基于移动终端日志数据的人群特征可视化", 软件学报, no. 05 * |
| 汤颖 等: "基于兴趣的社交网络用户聚类及可视化", 计算机科学, no. 2, pages 1 - 4 * |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113010619A (en) * | 2019-12-20 | 2021-06-22 | 百度在线网络技术（北京）有限公司 | Bubble display method and device, electronic equipment and storage medium |
| CN113010619B (en) * | 2019-12-20 | 2024-03-22 | 百度在线网络技术（北京）有限公司 | Bubble display method and device, electronic equipment and storage medium |
| CN112489161A (en) * | 2020-11-23 | 2021-03-12 | 广州经传多赢投资咨询有限公司 | Method, system, terminal and storage medium for displaying securities bubble map |
| CN112837565A (en) * | 2021-01-20 | 2021-05-25 | 山东师范大学 | Multi-label teaching demonstration system and method for scatter diagram |
| CN112884349A (en) * | 2021-03-12 | 2021-06-01 | 沈阳麟龙科技股份有限公司 | Stock technical index display method, device and system |
| CN115086692A (en) * | 2021-11-25 | 2022-09-20 | 北京达佳互联信息技术有限公司 | User data display method, device, apparatus, storage medium and program product |
| CN115577093A (en) * | 2022-05-26 | 2023-01-06 | 深圳格隆汇信息科技有限公司 | AI analysis method and system of financial information |
| CN115577093B (en) * | 2022-05-26 | 2023-05-16 | 深圳格隆汇信息科技有限公司 | AI analysis method and system for financial information |
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