CN107943827A - A kind of quick custom chart of data shows method and device - Google Patents
A kind of quick custom chart of data shows method and device Download PDFInfo
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- CN107943827A CN107943827A CN201710975874.2A CN201710975874A CN107943827A CN 107943827 A CN107943827 A CN 107943827A CN 201710975874 A CN201710975874 A CN 201710975874A CN 107943827 A CN107943827 A CN 107943827A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2228—Indexing structures
- G06F16/2237—Vectors, bitmaps or matrices
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2282—Tablespace storage structures; Management thereof
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2291—User-Defined Types; Storage management thereof
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/103—Formatting, i.e. changing of presentation of documents
- G06F40/106—Display of layout of documents; Previewing
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Abstract
The present invention proposes that a kind of quick custom chart of data shows method, includes the following steps：Data set is read in, and extracts the data dimension, data metric and data type of the data set；According to the data dimension and data metric of data set, at least one chart is chosen from subtype storehouse, generates the first chart Candidate Set；According to the data type of data set, at least one chart is chosen from the first chart Candidate Set, generates the second chart Candidate Set；A chart is selected from the second chart Candidate Set, forms the Visual Chart of the data set.Present invention aim to address the deficiencies in the prior art, the quick custom chart for providing a kind of data shows method and device, manual operation is overly dependent upon to solve the problems, such as to convert data to chart ways of presentation in the prior art, so as to efficiently convert data to intuitively one or more charts, report of simply accomplishing that both pictures and texts are excellent at low cost.
Description
Technical field
A kind of quick custom chart the present invention relates to Computerized Information Processing Tech, more particularly to data shows method
And device.
Background technology
With the electronization of service for life, e-commerce, finance and money management, business administration and public affair, business datum
Real-time report and concentration report so that data largely produce and form one group of multiple database that are mutually related.But convenient
While ground collects mass data, analysis personnel but need to spend the suitable time to excavate the logic pass between related data
Connection, and visually show to by graph mode.
At present, the chart of this kind of data visualization often relies only on manual operation completion.Relevant professional's root
Multidimensional analysis making is carried out according to the specific semanteme of data in itself, and to each database.In addition, professional is typically according to mistake
Toward experience, first pull chart and pull data again, therefore this chart can not be perceived in advance if appropriate for this data, it is necessary to repeatedly
Test can just find out the data that comparison is adapted to this chart.Aforesaid operations mode efficiency is low, and may also need to go to compile again
Data are collected to adapt to chart.This generally requires to expend that substantial amounts of human cost carries out depth excavation to data and speed is slower, full
Foot is not actually needed.Although traditional clear data report can be generated mechanically, this kind of report can not show a candle to chart
Intuitively, it is impossible to quickly show the value between data to policymaker.
The content of the invention
Present invention aims to solve the deficiencies of the prior art, and provides a kind of a kind of quick custom chart of data shows method
And device, manual operation is overly dependent upon to solve the problems, such as to convert data to chart ways of presentation in the prior art, to carry
The chart transfer efficiency of high data.
To achieve these goals, the present invention uses following technical solution.
First, the present invention proposes that a kind of quick custom chart of data shows method, comprises the following steps：Read in data
Collection, and extract the data dimension, data metric and data type of the data set；According to the data dimension and data of data set
Measurement, chooses at least one chart from subtype storehouse, generates the first chart Candidate Set；According to the data type of data set,
At least one chart is chosen from the first chart Candidate Set, generates the second chart Candidate Set；Selected from the second chart Candidate Set
One chart, forms the Visual Chart of the data set.
In the above method of the present invention, chart in subtype storehouse according to chart data dimension and data metric
Descending sequence.
In the above method of the present invention, when the data dimension and data metric of chart are both greater than the data dimension of data set
During with data metric, chart is added into the first chart Candidate Set.
Further, in the above method of the present invention, chart in the first chart Candidate Set according to chart data dimension
The ascending sequence of degree and data metric.
Yet further, in the above method of the present invention, specified when the number of chart in the first chart Candidate Set is more than
During value, the first chart Candidate Set will only retain the chart before being located at designated value in ordering chart.
In the above method of the present invention, when the data type of chart includes at least one of data set data type
When, chart is added into the second chart Candidate Set.
In the above method of the present invention, exited when the first chart Candidate Set or the second chart Candidate Set are empty set.
In the above method of the present invention, the selection based on user, chooses a chart, shape from the second chart Candidate Set
Into the Visual Chart of the data set.
In the above method of the present invention, data dimension and the chart of data metric minimum are chosen in the second chart Candidate Set
Select, form the Visual Chart of the data set.
Secondly, the present invention proposes a kind of quick custom chart demonstration device of data, including with lower module：Read mould
Block, for reading in data set, and extracts the data dimension, data metric and data type of the data set；First choice mould
Block, for the data dimension and data metric according to data set, chooses at least one chart, generation first from subtype storehouse
Chart Candidate Set；Second selecting module, for the data type according to data set, at least one is chosen from the first chart Candidate Set
A chart, generates the second chart Candidate Set；Generation module, for selecting a chart from the second chart Candidate Set, forms institute
State the Visual Chart of data set.
The present invention above device in, read in module by the chart in subtype storehouse according to chart data dimension and
The descending sequence of data metric.
In the above device of the present invention, first choice module is both greater than data in the data dimension and data metric of chart
When the data dimension and data metric of collection, chart is added in the first chart Candidate Set.
Further, in the above device of the present invention, first choice module presses the chart in the first chart Candidate Set
The ascending sequence of data dimension and data metric according to chart.
Yet further, in the above device of the present invention, first choice module chart in the first chart Candidate Set
When number is more than designated value, the first chart Candidate Set will only retain the chart before being located at designated value in ordering chart.
The present invention above device in, the second selecting module chart data type include data set at least one
During kind data type, chart is added in the second chart Candidate Set.
In the above device of the present invention, first choice module or the second selecting module are in the first chart Candidate Set or second
When chart Candidate Set is empty set, give a warning information.
In the above device of the present invention, selection of the generation module based on user, one is chosen from the second chart Candidate Set
A chart, forms the Visual Chart of the data set.
In the above device of the present invention, generation module selects in the second chart Candidate Set data dimension and data metric most
Small chart, forms the Visual Chart of the data set.
Finally, present invention also offers a kind of computer-readable recording medium, it is stored thereon with computer instruction.The instruction
Realized when being executed by processor such as the step of any one of foregoing method.
Beneficial effects of the present invention are：Automanual chart conversion regime is provided for data, the chart for improving data shows
Efficiency.
Brief description of the drawings
The quick custom chart that Fig. 1 show data proposed by the invention shows one embodiment flow of method
Figure；
Fig. 2 show one embodiment flow chart of generation the first chart Candidate Set proposed by the invention；
Fig. 3 show one embodiment flow chart of generation the second chart Candidate Set proposed by the invention；
The quick custom chart that Fig. 4 show data proposed by the invention shows another embodiment flow of method
Figure；
Fig. 5 show one embodiment module knot of the quick custom chart demonstration device of data proposed by the invention
Composition.
Embodiment
Carried out clearly below with reference to the technique effect of the design of embodiment and attached drawing to the present invention, concrete structure and generation
Chu, complete description, to be completely understood by the purpose of the present invention, scheme and effect.It should be noted that in situation about not conflicting
Under, the feature in embodiment and embodiment in the application can be mutually combined.The identical attached drawing mark used everywhere in attached drawing
Note indicates the same or similar part.
The quick custom chart of data with reference to shown in Fig. 1 shows one embodiment flow chart of method, and the present invention carries
The quick custom chart for going out a kind of data shows method, comprises the following steps：Data set is read in, and extracts the data set
Data dimension, data metric and data type；According to the data dimension and data metric of data set, selected from subtype storehouse
At least one chart is taken, generates the first chart Candidate Set；According to the data type of data set, chosen from the first chart Candidate Set
At least one chart, generates the second chart Candidate Set；A chart is selected from the second chart Candidate Set, forms the data set
Visual Chart.
Wherein, data set is the set of each data place composition.Data dimension in data set is each of data set
The number of specific field in database.Because in practical application scene, each data field in data set is not necessarily all equal
Important；So during data set is read in, some fields can be picked as each database middle finger of data set
Determine field.In one embodiment of the invention, above-mentioned select can be by hand picking.In an alternative embodiment of the invention
In, major key and/or external key in each database are preferentially selected, and then delete its in each database by manually increase again
His field and/or delete the field preferentially selected.Data metric in data set is the bar number of data intensive data.Data class
Type be data set each database in specific field type (such as shaping, floating-point shape and date etc.).Due to data type
Simply specific field in each database of data set, so data type and not comprising the type of all fields in data set.
In addition, subtype storehouse is available all kinds of chart set.Each chart in subtype storehouse include but
It is not limited to identify the amount of the preset data dimension of the chart, data metric and data type.This tittle can be added in chart
Specified during to subtype storehouse.When chart is selected for display data, data set and chart can be transmitted and be configured to make a living
Into the data visualization tool of data visualization chart.Wherein described data visualization tool is configured as in data set first
Specific field is according to the respective items of the type matching of the field to chart；Then, when field is there are during multiple respective items, the number
Determine each field specific corresponding to item according to the selection of the responsible user of visualization tool；Finally, the data visualization tool
Field by the data in data set according to chart, generates specific Visual Chart.
In one embodiment of the invention, the chart in subtype storehouse according to chart data dimension and data metric
Descending sequence.Specifically, the chart in subtype storehouse can preferentially sort from big to small according to the data dimension of chart.
When two or more charts have identical data dimension, chart will sort from big to small according to data metric.
The embodiment flow chart of generation the first chart Candidate Set with reference to shown in Fig. 2, in one embodiment of the invention,
When chart chosen from subtype storehouse according to the data dimension of data set and data metric generating the first chart Candidate Set, chart
The standard for being selected into the first chart Candidate Set is the data dimension that the data dimension of the chart and data metric are both greater than data set
Degree and data metric.In practical applications, since the data dimension to data set and data metric screen the operation of chart more
Simply, and when the chart in subtype storehouse according to chart data dimension and data metric descending sequence when, as long as
When detecting the data dimension and undesirable data metric of current chart, you can stop remaining in inspection schedule typelib
Chart；Therefore the first chart Candidate Set rapidly can filter most of incongruent charts as the preliminary screening to chart
Remove.
Further, in the above-described embodiments, the chart in the first chart Candidate Set according to chart data dimension sum number
According to the ascending sequence of measurement.In one embodiment, the chart in the first chart Candidate Set can be preferentially according to the number of chart
Sort from small to large according to dimension.When two or more charts have identical data dimension, chart will be according to data
Measurement sorts from small to large.And the chart in the subtype storehouse according to chart data dimension and data metric it is descending
During sequence, it is only necessary to overturn the chart order selected successively from subtype storehouse, you can complete above-mentioned sorting operation.This makes
The chart that must be more suitable for being actually needed is given priority in arranging for before the first chart Candidate Set so that these figures during artificial selection
Table will be prioritized.
Yet further, in the above embodiment of the present invention, element in the first chart Candidate Set can be preferentially set
The designated value of the number upper limit.When the number of chart in the first chart Candidate Set is more than designated value, the first chart Candidate Set will be protected only
Stay and be located at the chart before designated value in ordering chart.This can avoid in the first chart Candidate Set comprising data dimension and/or
The excessive chart of data metric, influences the screening effect of the first chart Candidate Set, and reduces the second chart Candidate Set of follow-up generation
Efficiency.
The embodiment flow chart of generation the second chart Candidate Set with reference to shown in Fig. 3, in one embodiment of the invention,
When the data type of chart includes at least one of data set data type, chart is added into the second chart Candidate Set.Tool
Body, when including the field of date type in specific field, date type is only included in the first chart Candidate Set
Chart is entered to choose in the second chart Candidate Set, and diagrammatic representation is converted to for report further to screen applicable chart.
The quick custom chart of data with reference to shown in Fig. 4 shows another embodiment flow chart of method, in this hair
In bright one embodiment, when the first chart Candidate Set or the second chart Candidate Set are empty set, this shows subtype storehouse
In all unsuitable current data of chart, it is necessary to rely on manual intervention complete data set chart show work.At this time, when
When to detect the first chart Candidate Set or the second chart Candidate Set be empty set, will provide it is relevant prompt and terminate by force, no
The next step of the present invention is performed again.
In one embodiment of the invention, when including more than one chart in the second chart Candidate Set, the second chart
First chart in Candidate Set is by the Visual Chart for forming the data set；Or the selection based on user, from
A chart is chosen in two chart Candidate Sets, forms the Visual Chart of the data set.Or be the two combination,
That is first chart in the second chart Candidate Set first will be selected for being formed the Visual Chart of the data set.When institute's shape
When being unsatisfactory for practical application into the Visual Chart of the data set and need, user can select other from the second chart Candidate Set
Chart, for forming the Visual Chart of the data set.
One embodiment function structure chart of the quick custom chart demonstration device of data with reference to shown in Fig. 5, this hair
It is bright to propose that a kind of Distributed Services process resource consumes statistical method, including with lower module：Read module, for reading in data
Collection, and extract the data dimension, data metric and data type of the data set；First choice module, for according to data
The data dimension and data metric of collection, choose at least one chart from subtype storehouse, generate the first chart Candidate Set；Second
Selecting module, for the data type according to data set, chooses at least one chart, generation second from the first chart Candidate Set
Chart Candidate Set；Generation module, for selecting a chart from the second chart Candidate Set, forms the visualization of the data set
Chart.
In one embodiment of the invention, data dimension of the read module by the chart in subtype storehouse according to chart
With the descending sequence of data metric.Specifically, when reading in data set, read module is by the chart meeting in subtype storehouse
Preferentially sort from big to small according to the data dimension of chart.When two or more charts have identical data dimension
When, read module sorts chart according to data metric from big to small.
In one embodiment of the invention, first choice module according to the data dimension of data set and data metric from figure
When chart the first chart Candidate Set of generation is chosen in table typelib, the standard that chart is selected into the first chart Candidate Set is the figure
The data dimension and data metric of table are both greater than the data dimension and data metric of data set.In practical applications, due to logarithm
Operation according to data dimension and data metric the screening chart of collection is relatively simple, and when the chart in subtype storehouse is according to chart
Data dimension and data metric descending sequence when, as long as first choice module detects the data dimension of current chart
With data metric it is undesirable when, you can stop inspection schedule typelib in remaining chart；Therefore the first chart Candidate Set
As the preliminary screening to chart, rapidly most of incongruent charts can be filtered out.
Further, in the above-described embodiments, first choice module by the chart in the first chart Candidate Set according to chart
Data dimension and data metric ascending sequence.In one embodiment, first choice module is by the first chart candidate
The chart of concentration can preferentially sort from small to large according to the data dimension of chart.When two or more charts are with identical
Data dimension when, first choice module sorts chart according to data metric from small to large.And when the figure in subtype storehouse
Table according to chart data dimension and data metric descending sequence when, first choice module only needs will be from subtype
The chart order upset selected successively in storehouse, you can complete above-mentioned sorting operation.This causes the chart for being more suitable for actual needs
Given priority in arranging for before the first chart Candidate Set so that these charts will be prioritized during artificial selection.
Yet further, in the above embodiment of the present invention, first choice module can preferentially set the first chart to wait
The designated value of the element number upper limit in selected works.When the number of chart in the first chart Candidate Set is more than designated value, first choice
Module only retains chart of the chart middle position before designated value that sorted of the first chart Candidate Set.This can be avoided the first chart candidate
Concentrating comprising the excessive chart of data dimension and/or data metric, influences the screening effect of the first chart Candidate Set, and after reduction
After the efficiency for generating the second chart Candidate Set.
In one embodiment of the invention, when the data type of chart includes at least one of data set data type
When, chart is added the second chart Candidate Set by the second selecting module.Specifically, when the word for including date type in specific field
Duan Shi, the only chart comprising date type in the first chart Candidate Set are selected into the second chart Candidate Set by the second selecting module
In, further to screen applicable chart diagrammatic representation is converted to for report.
In one embodiment of the invention, when the first chart Candidate Set or the second chart Candidate Set are empty set, this
Show all unsuitable current data of the chart in subtype storehouse, it is necessary to rely on the chart exhibition that data set is completed in manual intervention
Now work.At this time, when first choice module detects that the first chart Candidate Set is empty set, or the second selecting module detects
When two chart Candidate Sets are empty set, the relevant next step prompted and terminated by force, no longer perform the present invention will be provided.
When including more than one chart in the second chart Candidate Set that the second selecting module is generated, generation module is by
First chart in two chart Candidate Sets is used for the Visual Chart for forming the data set；Or the selection based on user,
Generation module chooses a chart from the second chart Candidate Set, forms the Visual Chart of the data set.Or on being
Both combinations are stated, i.e. generation module first selects first chart in the second chart Candidate Set to be used to form the data set
Visual Chart.When the Visual Chart of the formed data set, which is unsatisfactory for practical application, to be needed, user can pass through generation
Module selects other charts from the second chart Candidate Set, for forming the Visual Chart of the data set.
Although description of the invention is quite detailed and especially several embodiments are described, it is not
Any these details or embodiment or any specific embodiments are intended to be limited to, but it is by reference to appended that should be considered as
Claim considers that the prior art provides the possibility explanation of broad sense for these claims, so as to effectively cover the present invention
Preset range.In addition, with the foreseeable embodiment of inventor, present invention is described above, its purpose is to be provided with
Description, and those unsubstantiality changes to the present invention still unforeseen at present can still represent the equivalent modifications of the present invention.
Claims (10)
1. a kind of quick custom chart of data shows method, it is characterised in that comprises the following steps：
Data set is read in, and extracts the data dimension, data metric and data type of the data set；
According to the data dimension and data metric of data set, at least one chart is chosen from subtype storehouse, generates the first figure
Table Candidate Set；
According to the data type of data set, at least one chart is chosen from the first chart Candidate Set, generates the second chart candidate
Collection；
A chart is selected from the second chart Candidate Set, forms the Visual Chart of the data set.
2. method according to claim 1, it is characterised in that chart in subtype storehouse according to chart data dimension and
The descending sequence of data metric.
3. method according to claim 2, it is characterised in that when the data dimension and data metric of chart are both greater than data set
Data dimension and data metric when, chart is added into the first chart Candidate Set.
4. method according to claim 3, it is characterised in that chart in the first chart Candidate Set according to chart data dimension
The ascending sequence of degree and data metric.
5. method according to claim 4, it is characterised in that when the number of chart in the first chart Candidate Set is more than designated value
When, the first chart Candidate Set will only retain the chart before being located at designated value in ordering chart.
6. method according to claim 1, it is characterised in that when the data type of chart includes at least one of data set
During data type, chart is added into the second chart Candidate Set.
7. method according to claim 1, it is characterised in that the selection based on user, chooses from the second chart Candidate Set
One chart, forms the Visual Chart of the data set.
8. method according to claim 1, it is characterised in that data dimension and data metric are minimum in the second chart Candidate Set
Chart be chosen, form the Visual Chart of the data set.
9. the quick custom chart demonstration device of a kind of data, it is characterised in that including with lower module：
Read module, for reading in data set, and extracts the data dimension, data metric and data type of the data set；
First choice module, for the data dimension and data metric according to data set, chooses at least one from subtype storehouse
A chart, generates the first chart Candidate Set；
Second selecting module, for the data type according to data set, at least one chart is chosen from the first chart Candidate Set,
Generate the second chart Candidate Set；
Generation module, for selecting a chart from the second chart Candidate Set, forms the Visual Chart of the data set.
10. a kind of computer-readable recording medium, is stored thereon with computer instruction, it is characterised in that the instruction is held by processor
Realized during row such as the step of method described in any item of the claim 1 to 8.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710975874.2A CN107943827A (en) | 2017-10-19 | 2017-10-19 | A kind of quick custom chart of data shows method and device |
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| CN201710975874.2A CN107943827A (en) | 2017-10-19 | 2017-10-19 | A kind of quick custom chart of data shows method and device |
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| CN109254970A (en) * | 2018-08-31 | 2019-01-22 | 广东创我科技发展有限公司 | A kind of method and device that the quick custom chart of data shows |
| CN109299082A (en) * | 2018-09-13 | 2019-02-01 | 北京中科闻歌科技股份有限公司 | A kind of big data analysis method and system |
| CN109857399A (en) * | 2018-12-14 | 2019-06-07 | 成都四方伟业软件股份有限公司 | Webpage method of combination and device |
| CN110717318A (en) * | 2019-10-10 | 2020-01-21 | 海南大学 | Intent-driven contextualized and collaborative-intent-adapted content-populating system |
| CN116796043A (en) * | 2023-08-29 | 2023-09-22 | 山东通维信息工程有限公司 | Intelligent park data visualization method and system |
| CN117216327A (en) * | 2023-10-10 | 2023-12-12 | 广州红海云计算股份有限公司 | Data analysis system based on visual data relationship |
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| CN117216327B (en) * | 2023-10-10 | 2024-02-23 | 广州红海云计算股份有限公司 | Data analysis system based on visual data relationship |
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