CN110297958A - Data visualization processing method and processing device - Google Patents
Data visualization processing method and processing device Download PDFInfo
- Publication number
- CN110297958A CN110297958A CN201910438999.0A CN201910438999A CN110297958A CN 110297958 A CN110297958 A CN 110297958A CN 201910438999 A CN201910438999 A CN 201910438999A CN 110297958 A CN110297958 A CN 110297958A
- Authority
- CN
- China
- Prior art keywords
- chart
- visual chart
- data
- visual
- visualization processing
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/901—Indexing; Data structures therefor; Storage structures
- G06F16/9024—Graphs; Linked lists
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/904—Browsing; Visualisation therefor
Landscapes
- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention discloses a kind of data visualization processing method and processing devices, this method comprises: obtaining pending data；Visualization processing is carried out to pending data, generates at least one Visual Chart；At least one Visual Chart is shown in a manner of preview；Receive the operational order to any one Visual Chart；Show the operating result of Visual Chart.The present invention, which realizes, automatically identifies pending data, and is converted into the purpose of Visual Chart, substantially increases the operating efficiency of data visualization processing.
Description
Technical field
The present invention relates to data processing field more particularly to a kind of data visualization processing method and processing devices.
Background technique
This part intends to provides background or context for the embodiment of the present invention stated in claims.Description herein
Recognize it is the prior art not because not being included in this section.
With greatly developing for network technology, the generation speed of data becomes to be getting faster, a large amount of data by collect and
Storage, to provide the foundation for mass data analysis and processing.However, at present mass data all by with multidimensional table structure or
Tree structure is stored, these data, which require progress chart visualization processing, can preferably be more readily understood and exchange.
In existing technical solution, artificial selection operation of clicking is normally based on to multidimensional table structure or tree structure
Chart visualization processing is carried out, due to the diversity of data content and the complexity of structure, based on artificial click selection operation
Threshold height is not used only for method, and efficiency is also very low.
Summary of the invention
The embodiment of the present invention provides a kind of data visualization processing method, to solve available data visualization processing mode
The technical issues of inefficient operation, this method comprises: obtaining pending data；Visualization processing is carried out to pending data,
Generate at least one Visual Chart；At least one Visual Chart is shown in a manner of preview；Reception can to any one
Operational order depending on changing chart；Show the operating result of Visual Chart.
The embodiment of the present invention also provides a kind of data visualization processing unit, to solve available data visualization processing side
The technical issues of formula inefficient operation, which includes: data import modul, for importing pending data；Visualization figure
Table generation module generates at least one Visual Chart for carrying out visualization processing to pending data；Visual Chart is pre-
Module is look at, for showing at least one Visual Chart in a manner of preview；Visual Chart editor module, for reception pair
The operational order of any one Visual Chart；Visual Chart display module, for showing the operating result of Visual Chart.
The embodiment of the present invention also provides a kind of computer equipment, operates effect to solve available data visualization processing mode
The low technical problem of rate, the computer equipment include memory, processor and storage on a memory and can be on a processor
The computer program of operation, processor realize above-mentioned data visualization processing method when executing computer program.
The embodiment of the present invention also provides a kind of computer readable storage medium, to solve available data visualization processing side
The technical issues of formula inefficient operation, which, which has, executes above-mentioned data visualization processing method
Computer program.
In the embodiment of the present invention, getting after the pending data of visualization processing, automatically to pending data into
Row visualization processing, generating at least one Visual Chart, (including but not limited to histogram, cake chart, line chart, map etc. are quiet
State chart, and the dynamic chart comprising time or location information), and the Visual Chart of generation is shown in a manner of preview
Show, (includes but is not limited to choose it to need visual so that user carries out corresponding operation instruction to the Visual Chart of generation
Change chart, the Visual Chart perhaps deleting its unwanted Visual Chart or modifying needs is edited), finally
Export the operating result of Visual Chart.
Through the embodiment of the present invention, it realizes and pending data is identified automatically, and be converted into visualization figure
The purpose of table substantially increases the operating efficiency of data visualization processing.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.In the accompanying drawings:
Fig. 1 is a kind of data visualization processing method flow chart provided in the embodiment of the present invention；
Fig. 2 is that a kind of data provided in the embodiment of the present invention import interface schematic diagram；
Fig. 3 is a kind of Visual Chart preview interface schematic diagram provided in the embodiment of the present invention；
Fig. 4 is a kind of interface schematic diagram for choosing some Visual Chart provided in the embodiment of the present invention；
Fig. 5 is that a kind of pair of multidimensional table structure provided in the embodiment of the present invention or tree structure data carry out visualization processing
Flow chart；
Fig. 6 is a kind of data visualization processing unit schematic diagram provided in the embodiment of the present invention；
Fig. 7 is a kind of optional data visualization processing unit schematic diagram provided in the embodiment of the present invention；
Fig. 8 is another the optional data visualization processing unit schematic diagram provided in the embodiment of the present invention；
Fig. 9 is that a kind of pair of file data provided in the embodiment of the present invention executes visible processing method flow chart；
Figure 10 is that a kind of pair of database data provided in the embodiment of the present invention executes the visualization of visualization processing device
Processing method flow chart.
Specific embodiment
Understand in order to make the object, technical scheme and advantages of the embodiment of the invention clearer, with reference to the accompanying drawing to this hair
Bright embodiment is described in further details.Here, the illustrative embodiments of the present invention and their descriptions are used to explain the present invention, but simultaneously
It is not as a limitation of the invention.
In the description of this specification, used "comprising", " comprising ", " having ", " containing " etc. are open
Term, that is, mean including but not limited to.Reference term " one embodiment ", " specific embodiment ", " some embodiments ",
" such as " etc. description mean that specific features, structure or feature described in conjunction with this embodiment or example are contained in the application's
In at least one embodiment or example.In the present specification, schematic expression of the above terms are not necessarily referring to identical
Embodiment or example.Moreover, specific features, structure or the feature of description in any one or more embodiments or can be shown
It can be combined in any suitable manner in example.The step of involved in each embodiment, sequentially is used to schematically illustrate the implementation of the application, wherein
The step of sequence be not construed as limiting, can appropriately adjust as needed.
A kind of data visualization processing method is additionally provided in the embodiment of the present invention, Fig. 1 is to provide in the embodiment of the present invention
A kind of data visualization processing method flow chart, as shown in Figure 1, this method comprises:
S101 obtains pending data.
It should be noted that data visualization processing method provided in an embodiment of the present invention, can be adapted for but be not limited to
The pending data in processing namely above-mentioned S101 to multidimensional list structured data or tree structure data includes but is not limited to more
Dimension table structured data or tree structure data.By data visualization processing method provided in an embodiment of the present invention be applied to will be more
When dimension table structured data or tree structure data carry out visualization processing, can solve the prior art from multidimensional table structure or
Person's tree structure data to chart visualization processing during, artificial the problem of clicking selection operation inefficiency.
Optionally, the mode that above-mentioned S101 obtains pending data includes but is not limited to directly input pending data, lead
Enter or load the modes such as the database of the file comprising pending data, importing or load comprising pending data.As one kind
Optional embodiment, Fig. 2 is that a kind of data provided in the embodiment of the present invention import interface schematic diagram, as shown in Fig. 2, user
It can choose any one lead-in mode, import data to be processed.It should be noted that the tray comprising pending data
Formula includes but is not limited to the formats such as Excel, Text, CSV, XML, JSON, the type of database comprising pending data include but
It is not limited to Mysql, MongoDB, Oracle, Posgresql, SqlServer, Access, Sqlite etc..
S102 carries out visualization processing to pending data, generates at least one Visual Chart.
It should be noted that data visualization processing method provided in an embodiment of the present invention supports the visualization figure generated
Table can be static chart (including but not limited to histogram, cake chart, line chart, map etc.), be also possible to dynamic chart (example
Such as, the chart comprising time or location information).
As a result, as an alternative embodiment, above-mentioned S102 can be specifically included: knowing to pending data
, and by recognition result visual static chart or dynamic chart are not converted to, wherein static chart include it is following at least it
One: histogram, cake chart, line chart, map；Dynamic chart is the chart comprising time or location information.
S103 shows at least one Visual Chart in a manner of preview.
Since data visualization processing method provided in an embodiment of the present invention is automatic identification pending data, and will be wait locate
Reason data are converted to Visual Chart, thus, what the data visualization processing method provided through the embodiment of the present invention obtained
Visual Chart is not necessarily what user wanted, and in order to meet the differentiated demand of different users, the embodiment of the present invention is provided
Data visualization processing method by pending data visualization processing be a variety of Visual Charts so that user only needs basis
Its demand selects corresponding Visual Chart.
It selects and operates for the ease of user, in data visualization processing method provided in an embodiment of the present invention, by upper
Visualization processing will be carried out to pending data by stating S103, and at least one Visual Chart of generation is shown in a manner of preview,
The Visual Chart or the undesired Visual Chart of deletion for selecting oneself desired so as to user.
S104 receives the operational order to any one Visual Chart.
It should be noted that the operational order in above-mentioned S104 includes but is not limited to one of any as follows: operation being chosen to refer to
It enables, delete operation instruction, edit operation instruction.The Visual Chart of generation is being shown it in a manner of preview S103
Afterwards, user is received to the operational order of any one Visual Chart in preview interface by S104.
For example, Fig. 3 is a kind of Visual Chart preview interface schematic diagram provided in the embodiment of the present invention, as shown in figure 3,
At least one Visual Chart that user can be generated by the preview interface preview of Fig. 3, and to any one Visual Chart
The operation such as chosen or deleted.Preferably, user, can also be to the visual of selection when preview each Visual Chart
Change chart to carry out the operation such as editing.
S105 shows the operating result of Visual Chart.
As an alternative embodiment, above-mentioned S105 can be in the case that operational order is to choose operational order
Include: that the Visual Chart that will be chosen amplifies display in the first area at interface, and by unchecked Visual Chart
It carries out diminution in the second area at interface to show, wherein the selected situation of any one Visual Chart in second area
Under, it switches in first area and amplifies display.
For example, Fig. 4 is a kind of interface schematic diagram for choosing some Visual Chart provided in the embodiment of the present invention, such as scheme
Shown in 4, when receiving user to after choosing operational order of chart 1 in Fig. 3, then chart 1 is shown in the first area at interface
401 amplify display, and other unchecked chart 2, chart 3, chart 4, charts 5 etc. are contracted in second area 402
Small display.Optionally, user can also edit chart 1.
Herein it should be noted that the layout type of first area 401 and second area 402 shown in Fig. 4 is only to show
Example, the present invention is directed to protect to choose chart by the display of first area 401, show unselected chart by second area 402
Scheme is not construed as limiting the positional relationship of first area 401 and second area 402 in interface.
In addition, it is also to be noted that data visualization processing method provided in an embodiment of the present invention, it can be directly to figure
Visual Chart in preview interface shown in 3 such as is chosen, deleted or is edited at the operation；Can also choose it is shown in Fig. 3
Any one Visual Chart in preview interface after obtaining interface shown in Fig. 4, carries out the Visual Chart shown in Fig. 4
The operation such as choose, delete or edit.
It optionally, can also include object palette, the work in preview interface shown in Fig. 3 or display interface shown in Fig. 4
Various tools in tool panel comprising being edited to chart.
From the foregoing, it will be observed that data visualization processing method provided in an embodiment of the present invention, is getting to visualization processing
After pending data, visualization processing is carried out to pending data automatically, it is (including but unlimited to generate at least one Visual Chart
In the static chart such as histogram, cake chart, line chart, map, and the dynamic chart comprising time or location information), and will
The Visual Chart of generation is shown in a manner of preview, so that Visual Chart of the user to generation carries out corresponding operation instruction
(includes but is not limited to the Visual Chart for choosing it to need, perhaps delete its unwanted Visual Chart or needs are repaired
The Visual Chart changed is edited), finally export the operating result of Visual Chart.
Through the embodiment of the present invention, it realizes and pending data is identified automatically, and be converted into visualization figure
The purpose of table substantially increases the operating efficiency of data visualization processing.
In an alternative embodiment, after the operating result of display Visual Chart, the embodiment of the present invention is provided
Data visualization processing method can further include following steps: according to predetermined format export Visual Chart operation
As a result.Optionally, predetermined format includes one of any as follows: static images format, dynamic bitmap-format, video format, webpage lattice
Formula.
Fig. 5 is that a kind of pair of multidimensional table structure provided in the embodiment of the present invention or tree structure data carry out visualization processing
Flow chart, carry out the present invention will be described in detail embodiment below with reference to Fig. 5.As shown in figure 5, including the following steps:
S501 imports multidimensional table structure or tree structure data.
S502 carries out automatic identification and visualization processing to multidimensional table structure or tree structure data, and generation is a variety of can
Depending on changing chart.
S503, the Visual Chart that will be automatically generated, is shown in a manner of preview.
S504 is received and is manually operated to the Visual Chart that preview is shown (for example, delete operation or choose operation).
Wherein, the chart chosen will amplify detailed display in Visual Chart pre-viewing device, and unchecked chart is schemed in visualization
Table carries out diminution preview and shows that clicking unchecked chart can switch over.
Whether S505, the Visual Chart automatically generated for judging to choose meet the requirements.If it does not meet the requirements, then it executes
S506；, whereas if meeting the requirements, then S510 is executed.
S506 is received manually to the edit operation of Visual Chart.
S507 identifies human-edited's operation, and chooses chart to carry out editing and processing to current according to recognition result.
S508 shows the manually complete manual editing's result of editing and processing.
S509, judges whether manual editing's result meets the requirements.If manual editing's result is undesirable, repeat to hold
Row S506 to S509；If manual editing's result meets the requirements, S510 is continued to execute.
S510 judges whether all processing terminate for all reservation charts.If be not finished, S504 to S510 is repeated,
If terminated, S511 is continued to execute.
S511 exports Visual Chart.Optionally, export format includes but is not limited to: picture format is (for example, PNG, JPG
Equal formats), dynamic bitmap-format (for example, the formats such as GIF), video format (for example, the formats such as MP4), webpage format is (for example, electricity
Brain webpage, social software share page etc.).
A kind of data visualization processing unit is additionally provided in the embodiment of the present invention, as described in the following examples.Due to
The principle that the Installation practice solves the problems, such as is similar to data visualization processing method, therefore the implementation of the Installation practice can be with
Referring to the implementation of method, overlaps will not be repeated.
Fig. 6 is a kind of data visualization processing unit schematic diagram provided in the embodiment of the present invention, as shown in fig. 6, the dress
Set includes: data import modul 601, Visual Chart generation module 602, Visual Chart previewing module 603, Visual Chart
Editor module 604 and Visual Chart display module 605.
Wherein, data import modul 601, for importing pending data；Visual Chart generation module 602, for pair
Pending data carries out visualization processing, generates at least one Visual Chart；Visual Chart previewing module 603, being used for will
At least one Visual Chart is shown in a manner of preview；Visual Chart editor module 604, can to any one for receiving
Operational order depending on changing chart；Visual Chart display module 605, for showing the operating result of Visual Chart.
In an alternative embodiment, as shown in fig. 6, the data visualization processing unit provided in the embodiment of the present invention
It can further include: Visual Chart export module 606, for the operation knot according to predetermined format export Visual Chart
Fruit.
Optionally, predetermined format includes one of any as follows: static images format, dynamic bitmap-format, video format, webpage
Format.
It should be noted that the data visualization processing unit provided in the embodiment of the present invention is for but not limited to multidimensional
List structured data or tree structure data carry out visualization processing.
For example, Fig. 7 is a kind of optional data visualization processing unit schematic diagram provided in the embodiment of the present invention, such as scheme
Shown in 7, comprising: file data import modul 701, for importing pending data；Visual Chart generation module 702, is used for
Visualization processing is carried out to pending data, generates at least one Visual Chart；Visual Chart previewing module 703, is used for
At least one Visual Chart is shown in a manner of preview；Visual Chart editor module 704, for receiving to any one
The operational order of Visual Chart；Visual Chart display module 705, for showing the operating result of Visual Chart.It is optional
Ground, data visualization processing unit shown in Fig. 7 can further include: Visual Chart export module 706, for according to
The operating result of predetermined format export Visual Chart.
For example, Fig. 8 is another the optional data visualization processing unit schematic diagram provided in the embodiment of the present invention, such as
Shown in Fig. 8, comprising: database data import modul 801, for importing pending data；Visual Chart generation module 802,
For carrying out visualization processing to pending data, at least one Visual Chart is generated；Visual Chart previewing module 803,
For at least one Visual Chart to be shown in a manner of preview；Visual Chart editor module 804, for receiving to any
A kind of operational order of Visual Chart；Visual Chart display module 805, for showing the operating result of Visual Chart.
Optionally, data visualization processing unit shown in Fig. 8 can further include: Visual Chart export module 806 is used for
According to the operating result of predetermined format export Visual Chart.
It should be noted that in the data visualization processing unit provided in the embodiment of the present invention, Visual Chart editor
The received operational order of module includes but is not limited to one of any as follows: choosing operational order, delete operation instruction, edit operation
Instruction.
In the case that operational order is to choose operational order, what above-mentioned Visual Chart display module was also used to choose
Visual Chart amplifies display in the first area at interface, and by unchecked Visual Chart interface the secondth area
It carries out diminution in domain to show, wherein in the case that any one Visual Chart is selected in second area, switch to the firstth area
Display is amplified in domain.
As an alternative embodiment, in the data visualization processing unit provided in the embodiment of the present invention, visually
Change chart generating module to be also used to identify pending data, and by recognition result be converted to visual static chart or
Dynamic chart, wherein static chart includes at least one following: histogram, cake chart, line chart, map；Dynamic chart is packet
Chart containing time or location information.
From the foregoing, it will be observed that data visualization processing unit provided in an embodiment of the present invention, by data import modul import to
After the pending data of visualization processing, pending data is carried out at visualization automatically by Visual Chart generation module
Reason, at least one Visual Chart of generation (the including but not limited to static chart such as histogram, cake chart, line chart, map, with
And the dynamic chart comprising time or location information), and by Visual Chart previewing module by the Visual Chart of generation with
The mode of preview is shown, receives the operational order that user executes the Visual Chart of generation by Visual Chart editor module
(includes but is not limited to the Visual Chart for choosing it to need, perhaps delete its unwanted Visual Chart or needs are repaired
The Visual Chart changed is edited), finally by the operating result of Visual Chart display module output Visual Chart.
Through the embodiment of the present invention, it realizes and pending data is identified automatically, and be converted into visualization figure
The purpose of table substantially increases the operating efficiency of data visualization processing.
As the first optional embodiment, Fig. 9 is that a kind of pair of file data provided in the embodiment of the present invention executes
Visible processing method flow chart can be applied but be not limited to data visualization processing unit shown in Fig. 7.As shown in figure 9, right
File data executes visualization processing and includes the following steps:
S901 is imported file data (for example, file of the formats such as Excel, Text, CSV, XML and JSON).
S902 carries out automatic identification and visualization processing to the data in file, generates a variety of Visual Charts.
S903, the Visual Chart that will be automatically generated, is shown in a manner of preview.
S904 is received and is manually operated to the Visual Chart that preview is shown (for example, delete operation or choose operation).
Wherein, the chart chosen will amplify detailed display in Visual Chart pre-viewing device, and unchecked chart is schemed in visualization
Table pre-viewing device carries out diminution preview and shows that clicking unchecked chart can switch over.
Whether S905, the Visual Chart automatically generated for judging to choose meet the requirements.If it does not meet the requirements, then it executes
S906；, whereas if meeting the requirements, then S910 is executed.
S906 is received manually to the edit operation of Visual Chart.
S907 identifies human-edited's operation, and chooses chart to carry out editing and processing to current according to recognition result.
S908 shows the manually complete manual editing's result of editing and processing.
S909, judges whether manual editing's result meets the requirements.If manual editing's result is undesirable, repeat to hold
Row S906 to S909；If manual editing's result meets the requirements, S910 is continued to execute.
S910 judges whether all processing terminate for all reservation charts.If be not finished, S904 to S910 is repeated,
If terminated, S911 is continued to execute.
S911 exports Visual Chart.Optionally, export format includes but is not limited to: picture format is (for example, PNG, JPG
Equal formats), dynamic bitmap-format (for example, the formats such as GIF), video format (for example, the formats such as MP4), webpage format is (for example, electricity
Brain webpage, social software share page etc.).
As second of optional embodiment, Figure 10 is that a kind of pair of database data provided in the embodiment of the present invention is held
The visible processing method flow chart of row visualization processing device can be applied but is not limited at data visualization shown in Fig. 8
Manage device.As shown in Figure 10, visualization processing is executed to database data to include the following steps:
S1001, import database data (for example, Mysql, MongoDB, Oracle, Posgresql, SqlServer,
The databases such as Access, Sqlite).
S1002 carries out automatic identification and visualization processing to the data in database, generates a variety of Visual Charts.
S1003, the Visual Chart that will be automatically generated, is shown in a manner of preview.
S1004 is received and is manually operated to the Visual Chart that preview is shown (for example, delete operation or choosing behaviour
Make).Wherein, the chart chosen will amplify detailed display in Visual Chart pre-viewing device, and unchecked chart is visual
Change chart pre-viewing device carries out diminution preview and shows that clicking unchecked chart can switch over.
Whether S1005, the Visual Chart automatically generated for judging to choose meet the requirements.If it does not meet the requirements, then it holds
Row S1006；, whereas if meeting the requirements, then S1010 is executed.
S1006 is received manually to the edit operation of Visual Chart.
S1007 identifies human-edited's operation, and chooses chart to carry out Editorial Services to current according to recognition result
Reason.
S1008 shows the manually complete manual editing's result of editing and processing.
S1009, judges whether manual editing's result meets the requirements.If manual editing's result is undesirable, repeat
Execute S1006 to S1009；If manual editing's result meets the requirements, S1010 is continued to execute.
S1010 judges whether all processing terminate for all reservation charts.If be not finished, repeats S1004 and arrive
S1010 continues to execute S1011 if terminated.
S1011 exports Visual Chart.Optionally, export format includes but is not limited to: picture format (for example, PNG,
The formats such as JPG), dynamic bitmap-format (for example, the formats such as GIF), video format (for example, the formats such as MP4), webpage format (for example,
Computer webpage, social software share page etc.).
The embodiment of the present invention also provides a kind of computer equipment, operates effect to solve available data visualization processing mode
The low technical problem of rate, the computer equipment include memory, processor and storage on a memory and can be on a processor
The computer program of operation, processor realize above-mentioned data visualization processing method when executing computer program.
The embodiment of the present invention also provides a kind of computer readable storage medium, to solve available data visualization processing side
The technical issues of formula inefficient operation, which, which has, executes above-mentioned data visualization processing method
Computer program.
It should be understood by those skilled in the art that, the embodiment of the present invention can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the present invention
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the present invention, which can be used in one or more,
The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces
The form of product.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
Particular embodiments described above has carried out further in detail the purpose of the present invention, technical scheme and beneficial effects
Describe in detail it is bright, it should be understood that the above is only a specific embodiment of the present invention, the guarantor being not intended to limit the present invention
Range is protected, all within the spirits and principles of the present invention, any modification, equivalent substitution, improvement and etc. done should be included in this
Within the protection scope of invention.
Claims (10)
1. a kind of data visualization processing method characterized by comprising
Obtain pending data；
Visualization processing is carried out to the pending data, generates at least one Visual Chart；
At least one Visual Chart is shown in a manner of preview；
Receive the operational order to any one Visual Chart；
Show the operating result of Visual Chart.
2. the method as described in claim 1, which is characterized in that the pending data is multidimensional list structured data or tree-like knot
Structure data.
3. the method as described in claim 1, which is characterized in that the operational order includes at least one of any as follows: choosing
Operational order, delete operation instruction, edit operation instruction.
4. method as claimed in claim 3, which is characterized in that in the case that the operational order is to choose operational order,
Show the operating result to any one Visual Chart, comprising:
The Visual Chart chosen is amplified into display in the first area at interface, and unchecked Visual Chart is existed
It carries out diminution in the second area at interface to show, wherein the selected feelings of any one Visual Chart in the second area
Under condition, switches in the first area and amplify display.
5. the method as described in claim 1, which is characterized in that carry out visualization processing to the pending data, generate extremely
A kind of few Visual Chart, comprising:
The pending data is identified, and recognition result is converted into visual static chart or dynamic chart,
In, the static state chart includes at least one following: histogram, cake chart, line chart, map；The dynamic chart be comprising
The chart of time or location information.
6. such as method described in any one of claim 1 to 5, which is characterized in that display Visual Chart operating result it
Afterwards, the method also includes:
According to the operating result of predetermined format export Visual Chart.
7. method as claimed in claim 6, which is characterized in that the predetermined format includes one of any as follows: static images
Format, dynamic bitmap-format, video format, webpage format.
8. a kind of data visualization processing unit characterized by comprising
Data import modul, for importing pending data；
Visual Chart generation module generates at least one visualization for carrying out visualization processing to the pending data
Chart；
Visual Chart previewing module, for showing at least one Visual Chart in a manner of preview；
Visual Chart editor module, for receiving the operational order to any one Visual Chart；
Visual Chart display module, for showing the operating result of Visual Chart.
9. a kind of computer equipment including memory, processor and stores the meter that can be run on a memory and on a processor
Calculation machine program, which is characterized in that the processor is realized described in any one of claim 1 to 7 when executing the computer program
Data visualization processing method.
10. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage has perform claim
It is required that the computer program of any one of 1 to the 7 data visualization processing method.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910438999.0A CN110297958A (en) | 2019-05-24 | 2019-05-24 | Data visualization processing method and processing device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910438999.0A CN110297958A (en) | 2019-05-24 | 2019-05-24 | Data visualization processing method and processing device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110297958A true CN110297958A (en) | 2019-10-01 |
Family
ID=68027170
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910438999.0A Pending CN110297958A (en) | 2019-05-24 | 2019-05-24 | Data visualization processing method and processing device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110297958A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111258466A (en) * | 2020-01-03 | 2020-06-09 | 珠海市岭南大数据研究院 | Data visualization method and device, computer equipment and storage medium |
| CN113867859A (en) * | 2021-09-13 | 2021-12-31 | 深圳市鸿普森科技股份有限公司 | Visualization method for user side configurable chart |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101140579A (en) * | 2007-10-12 | 2008-03-12 | 唐丽霞 | Double windows electronic map with magnifying glasses windows service system and method on internet |
| CN101155301A (en) * | 2006-09-28 | 2008-04-02 | 腾讯科技（深圳）有限公司 | Stream media video image amplifying method and stream media receiving client terminal |
| CN104933664A (en) * | 2015-06-19 | 2015-09-23 | 中国铁道科学研究院电子计算技术研究所 | Passenger ticket data visualization method |
| US20160321224A1 (en) * | 2015-04-30 | 2016-11-03 | Icharts, Inc. | Publishing interactive visualized analytics |
| CN108446381A (en) * | 2018-03-19 | 2018-08-24 | 武汉华大国家数字化学习工程技术有限公司 | A kind of data visualisation system and method based on Web |
| CN108519967A (en) * | 2018-04-08 | 2018-09-11 | 深圳乐信软件技术有限公司 | Chart method for visualizing, device, terminal and storage medium |
| CN109299169A (en) * | 2018-10-24 | 2019-02-01 | 中国平安人寿保险股份有限公司 | Data visualization method, system, terminal and computer readable storage medium |
-
2019
- 2019-05-24 CN CN201910438999.0A patent/CN110297958A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101155301A (en) * | 2006-09-28 | 2008-04-02 | 腾讯科技（深圳）有限公司 | Stream media video image amplifying method and stream media receiving client terminal |
| CN101140579A (en) * | 2007-10-12 | 2008-03-12 | 唐丽霞 | Double windows electronic map with magnifying glasses windows service system and method on internet |
| US20160321224A1 (en) * | 2015-04-30 | 2016-11-03 | Icharts, Inc. | Publishing interactive visualized analytics |
| CN104933664A (en) * | 2015-06-19 | 2015-09-23 | 中国铁道科学研究院电子计算技术研究所 | Passenger ticket data visualization method |
| CN108446381A (en) * | 2018-03-19 | 2018-08-24 | 武汉华大国家数字化学习工程技术有限公司 | A kind of data visualisation system and method based on Web |
| CN108519967A (en) * | 2018-04-08 | 2018-09-11 | 深圳乐信软件技术有限公司 | Chart method for visualizing, device, terminal and storage medium |
| CN109299169A (en) * | 2018-10-24 | 2019-02-01 | 中国平安人寿保险股份有限公司 | Data visualization method, system, terminal and computer readable storage medium |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111258466A (en) * | 2020-01-03 | 2020-06-09 | 珠海市岭南大数据研究院 | Data visualization method and device, computer equipment and storage medium |
| CN113867859A (en) * | 2021-09-13 | 2021-12-31 | 深圳市鸿普森科技股份有限公司 | Visualization method for user side configurable chart |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110058856A (en) | Page configuration method and device | |
| CN109299446A (en) | Report-generating method and device | |
| CN109816762A (en) | A kind of image rendering method, device, electronic equipment and storage medium | |
| CN110532427A (en) | A kind of visualization video generation method and system based on Form data | |
| CN108984172A (en) | A kind of generation method and device of interface file | |
| CN106933887A (en) | A kind of data visualization method and device | |
| CN103092585A (en) | Image library configuration design system for integrated supervision software | |
| CN106681698B (en) | Dynamic list generation method and device | |
| CN113268233B (en) | Page generation method and device, computer equipment and storage medium | |
| CN110019835A (en) | Resource method of combination, device and electronic equipment | |
| CN105760603B (en) | A kind of grid model data conversion method and device | |
| CN110297958A (en) | Data visualization processing method and processing device | |
| CN109032599B (en) | Method, device, equipment and medium for generating interactive flow chart based on XML (extensive Makeup language) representation | |
| CN110297838A (en) | A kind of landform material edit methods, calculate equipment and storage medium at device | |
| CN111835985A (en) | Video editing method, device, apparatus and storage medium | |
| CN112004137A (en) | Intelligent video creation method and device | |
| CN109429093B (en) | Video editing method and terminal | |
| CN116881353A (en) | Financial data display method and device, storage medium and electronic equipment | |
| CN116954585A (en) | Industrial digital twin three-dimensional visual scene editing method, device and medium | |
| CN113536514A (en) | Data processing method, device, equipment and storage medium | |
| EP3246921B1 (en) | Integrated media processing pipeline | |
| CN116301813B (en) | Low-code platform development method and system | |
| CN112306622B (en) | Construction method and device of VNF template | |
| CN110018812A (en) | A kind of pattern drawing method and device | |
| CN113516490A (en) | Questionnaire report generation method and system, client and server |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20191001 |
|
| RJ01 | Rejection of invention patent application after publication |