CN109829007A - A kind of data analysis set-up and operating method - Google Patents
A kind of data analysis set-up and operating method Download PDFInfo
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- CN109829007A CN109829007A CN201910109235.7A CN201910109235A CN109829007A CN 109829007 A CN109829007 A CN 109829007A CN 201910109235 A CN201910109235 A CN 201910109235A CN 109829007 A CN109829007 A CN 109829007A
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Abstract
The present invention relates to data analysis technique fields, and disclose a kind of data analysis set-up and operating method, including data analysis system, the inside of the data analysis system includes data source and data processing module, and the output end of data source is connected with data extraction module output end and is electrically connected analysis factor computing module.By the way that initial data is passed through data source to the inside of data extraction module, cooperation data extraction module further extracts initial data, to effectively avoid occurring not availability data in initial data entering data analysis module, the inside that data after screening enter analysis factor computing module arranges data by computing unit, the data analysis rule template-setup unit inside data processing module is cooperated to analyze further setting analysis rule to data again, data are analyzed according to data analysis rule set by data analysis rule template-setup unit.
Description
Technical field
The present invention relates to data analysis technique field, specially a kind of data analysis set-up and operating method.
Background technique
Data analysis refer to statistical analysis technique appropriate to collect come mass data analyze, extract useful letter
Breath and formed conclusion and to data be subject in detail research and summary process, this process is also the branch of quality management system
Process is held, in practical, data analysis can help people to judge, to take appropriate action, the mathematics base of data analysis
Plinth has just been established in early stage in 20th century, but until the appearance of computer just makes it possible practical operation, and data are divided
Analysis is promoted, and data analysis is the product that mathematical and computer sciences combine.
With the epoch continuous development big data become development of company important evidence, therefore data analysis used in
Analysis factor is more and more, particularly important, the dependency number that the not availability data to be rejected before carrying out data analysis becomes
According to inside adulterate a large amount of not availability datas mostly, and these availability data often not will affect the normal of normal data
Analysis.
Summary of the invention
The present invention provides a kind of data analysis set-up and operating method, have the advantages of rejecting not availability data, solution
Not availability data presence is adulterated in normal data of having determined analysis, and data is caused to analyze incomplete problem.
The invention provides the following technical scheme: a kind of data analysis set-up, including data analysis system, the data analysis
The inside of system includes data source and data processing module, and the output end of the data source is connected with data extraction module output end
It is electrically connected analysis factor computing module, the output end of the analysis factor computing module and the input terminal electricity of data processing module
Property connection, the inside of the Data Analysis Services module is equipped with data analysis rule template-setup unit and data analysis rule is raw
At unit, the output end of the data analysis rule template-setup unit and the input terminal of data analysis rule generation unit are electrical
Connection, the inside of the data analysis system are equipped with analysis factor recording unit, analytical calculation unit, data analysis result and generate
Unit and historical data contrast module, the output end of the Data Analysis Services module and the input of analysis factor recording unit
End is electrically connected, and the output end of the analysis factor recording unit and the input terminal of analytical calculation unit are electrically connected, and described point
The input terminal of the output end and data analysis result generation unit of analysing computing unit is electrically connected, and the data analysis result generates
The output end of unit and the input terminal of historical data contrast module are electrically connected, the output of the data analysis result generation unit
End is electrically connected with display terminal, and the output end of the data source and the input terminal of Data Analysis Services module are without filterability electrical property
Connection.
Preferably, the inside of the data extraction module be equipped with data memory module, be higher than and determine data processing module with
And it is lower than and determines data processing module, the output end of the data source and the input terminal of data memory module are electrically connected, described
The output end of data processing module and the input terminal electric connection for being higher than and determine data processing module, it is described to be higher than and fixed number is according to place
The output end for managing module is electrically connected with the input terminal for being lower than and determining data processing module, described to be higher than and determine data processing module
It is electrically connected with the output end for being lower than and determine data processing module respectively at the input terminal of analysis factor computing module.
Preferably, the inside of the historical data contrast module is equipped with material conveying history, specified section amplification display dress
Set and data editor, the input terminal and output end of the material transmission history respectively with data analysis result generation unit
Output end and the input terminal of display terminal be electrically connected, the input terminal of the specified section amplification/display device and output end point
It is not electrically connected with the input terminal of the output end of data analysis result generation unit and display terminal, the data editor
Input terminal and output end are electrically connected with the input terminal of the output end of data analysis result generation unit and display terminal respectively.
Preferably, the inside of the analysis factor computing module includes computing unit and factor screening unit, the meter
The input terminal of the output end and factor screening unit of calculating unit is electrically connected.
A kind of data analysis set-up operating method, the operating method are as follows:
Step 1: input analysis data
The data of required analysis are input to the inside of data source modules by delivery means by user, inside data source
Data carry out data preparation, be then transmitted to the inside of data extraction module, the inside of data storage to data memory module,
The data of required analysis pass through be higher than and determine data processing module and bottom in and determine the processing of two modules of data processing module,
The inside further progress data for respectively enteing analysis factor computing module respectively are strictly screened；
Step 2: Data Analysis Services Rulemaking
After the stringent screening and filtering of initial data, data analysis is carried out into the inside of Data Analysis Services module,
User is inputted by the rule that data analysis rule template-setup unit analyzes data, is advised to the analysis of data
It then formulates, the Rulemaking of data analysis finishes, then analyzes generation unit by data and data are analyzed prepared rule biography
Data analysis system is transported to analyze data；
Step 3: Data Analysis Services
Data after screening are transmitted to analysis factor recording unit, record to data, and data are calculated analytically list
Member, cooperation data analysis rule to data further analysis, after data analysis by data analysis result generation unit to data into
One step is drawn a conclusion；
Step 4: obtaining data analysis result
Data analyze obtained conclusion, by historical data contrast module by historical data and this data analysis result
It is shown commonly through display terminal.
Preferably, the analysis factor statistic unit includes one in following statistical calculation mode: summation (Sum) takes
It minimum value (Min) and is maximized (Max).
Preferably, the initial data can directly by data source modules be input to the inside of Data Analysis Services module into
The analysis of row data, is not filtered screening to initial data.
The present invention have it is following the utility model has the advantages that
1, the data analysis set-up and operating method, by the way that initial data is passed through data source to data extraction module
Inside, cooperate data extraction module inside be higher than and determine data processing module and bottom in and determine data processing module to original
Beginning data further extract, thus effectively avoid occurring in initial data not that availability data enters data analysis module, institute
The inside that data after screening enter analysis factor computing module arranges data by computing unit, and cooperates at data
The data analysis rule template-setup unit for managing inside modules analyzes further setting analysis rule, data to data and enters analysis
Computing unit module analyzes data according to data analysis rule set by data analysis rule template-setup unit.
2, the data analysis set-up and operating method are equipped with historical data by the inside of data analysis system and compare mould
Block, the conclusion that data analysis obtains arrange set of metadata of similar data by specified section amplification/display device, then through data edition
Device is transmitted to display terminal, so that data analysis report and historical comparison report are obtained, to effectively analyze data
Report further comparison.
Detailed description of the invention
Fig. 1 is schematic structural view of the invention；
Fig. 2 is the structural schematic diagram of data extraction module of the present invention；
Fig. 3 is the structural schematic diagram of historical data contrast module of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Fig. 1-3, a kind of data analysis set-up, including data analysis system are please referred to, the inside of data analysis system includes
Data source and data processing module, the inside of data extraction module are equipped with data memory module, are higher than and determine data processing module
And it is lower than and determines data processing module, the output end of data source and the input terminal of data memory module are electrically connected, at data
The output end for managing module is electrically connected with the input terminal for being higher than and determining data processing module, is higher than and determines the defeated of data processing module
Outlet is electrically connected with the input terminal for being lower than and determine data processing module, is higher than and is determined data processing module and be lower than and fixed number evidence
The output end of processing module is electrically connected respectively at the input terminal of analysis factor computing module, and the output end of data source is connected with number
It is electrically connected analysis factor computing module according to abstraction module output end, the inside of analysis factor computing module includes computing unit
With factor screening unit, the output end of computing unit and the input terminal of factor screening unit are electrically connected, and analysis factor calculates mould
The output end of block and the input terminal of data processing module are electrically connected, and the inside of Data Analysis Services module is equipped with data analysis rule
Then template-setup unit and data analysis rule generation unit, the output end and data point of data analysis rule template-setup unit
The input terminal for analysing rule generating unit is electrically connected, and the inside of data analysis system is equipped with analysis factor recording unit, analysis meter
Calculate unit, data analysis result generation unit and historical data contrast module, the output end of Data Analysis Services module with point
The input terminal of factorial subrecord unit is electrically connected, the output end of analysis factor recording unit and the input terminal of analytical calculation unit
It is electrically connected, the output end of analytical calculation unit and the input terminal of data analysis result generation unit are electrically connected, data analysis
As a result the output end of generation unit and the input terminal of historical data contrast module are electrically connected, the inside of historical data contrast module
Equipped with material conveying history, specified section amplification/display device and data editor, material transmit the input terminal of history with
Output end is electrically connected with the input terminal of the output end of data analysis result generation unit and display terminal respectively, and specified section is put
The input terminal of big display device and the output end input with the output end and display terminal of data analysis result generation unit respectively
End is electrically connected, the input terminal of data editor and output end respectively with the output end of data analysis result generation unit and show
Show that the input terminal of terminal is electrically connected, the output end of data analysis result generation unit is electrically connected with display terminal, data source
Output end and Data Analysis Services module input terminal without filterability be electrically connected.
A kind of data analysis set-up operating method, operating method are as follows:
Step 1: input analysis data
User directly can be input to Data Analysis Services module by data source modules by delivery means initial data
Inside carry out data analysis, screening is not filtered to initial data, the data of required analysis is input to data source mould
The inside of block, the data inside data source carry out data preparation, are then transmitted to the inside of data extraction module, data storage is extremely
The inside of data memory module, the data of required analysis by be higher than and determine data processing module and bottom in and determine data processing
The processing of two modules of module, the inside further progress data for respectively enteing analysis factor computing module respectively are strictly screened,
Analysis factor statistic unit includes one in following statistical calculation mode: summation (Sum) is minimized (Min) and takes most
Big value (Max)；
Step 2: Data Analysis Services Rulemaking
After the stringent screening and filtering of initial data, data analysis is carried out into the inside of Data Analysis Services module,
User is inputted by the rule that data analysis rule template-setup unit analyzes data, is advised to the analysis of data
It then formulates, the Rulemaking of data analysis finishes, then analyzes generation unit by data and data are analyzed prepared rule biography
Data analysis system is transported to analyze data；
Step 3: Data Analysis Services
Data after screening are transmitted to analysis factor recording unit, record to data, and data are calculated analytically list
Member, cooperation data analysis rule to data further analysis, after data analysis by data analysis result generation unit to data into
One step is drawn a conclusion；
Step 4: obtaining data analysis result
Data analyze obtained conclusion, by historical data contrast module by historical data and this data analysis result
It is shown commonly through display terminal.
Initial data by data source to the inside of data extraction module, is cooperated data by working principle, user
Being higher than inside abstraction module and determine data processing module and bottom in and determine data processing module initial data further taken out
It takes, the inside that the data after screening enter analysis factor computing module arranges data by computing unit, and cooperates
Data analysis rule template-setup unit inside data processing module analyzes further setting analysis rule to data, data into
Enter analytical calculation unit module, data are carried out according to data analysis rule set by data analysis rule template-setup unit
Analysis, the inside of data analysis system are equipped with historical data contrast module, and the conclusion that data analysis obtains is put by specified section
Big display device arranges set of metadata of similar data, then is transmitted to display terminal through data editor, to show that data are analyzed
Report and historical comparison report.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to
Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment
Intrinsic element.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding
And modification, the scope of the present invention is defined by the appended.
Claims (7)
1. a kind of data analysis set-up, including data analysis system, it is characterised in that: the inside of the data analysis system includes
Data source and data processing module, the output end of the data source be connected with data extraction module output end be electrically connected analysis because
Sub- computing module, the output end of the analysis factor computing module and the input terminal of data processing module are electrically connected, the number
Data analysis rule template-setup unit and data analysis rule generation unit, the number are equipped with according to the inside of analysis and processing module
It is electrically connected according to the output end of analysis rule template-setup unit and the input terminal of data analysis rule generation unit, the data
The inside of analysis system is equipped with analysis factor recording unit, analytical calculation unit, data analysis result generation unit and history
Data comparison module, the output end of the Data Analysis Services module and the input terminal of analysis factor recording unit are electrically connected,
The output end of the analysis factor recording unit and the input terminal of analytical calculation unit are electrically connected, the analytical calculation unit
Output end and the input terminal of data analysis result generation unit are electrically connected, the output end of the data analysis result generation unit
It is electrically connected with the input terminal of historical data contrast module, the output end of the data analysis result generation unit is electrically connected with
Display terminal, the output end of the data source and the input terminal of Data Analysis Services module are electrically connected without filterability.
2. a kind of data analysis set-up according to claim 1, it is characterised in that: the inside of the data extraction module is set
There is data memory module, be higher than and determine data processing module and is lower than and determines data processing module, the output of the data source
End is electrically connected with the input terminal of data memory module, the output end of the data processing module and is higher than and determines data processing mould
The input terminal of block is electrically connected, the output end for being higher than and determining data processing module be lower than and determine the defeated of data processing module
Enter end to be electrically connected, it is described to be higher than and determine data processing module and be lower than and determine the output end of data processing module respectively at analysis
The input terminal of factor computing module is electrically connected.
3. a kind of data analysis set-up according to claim 1, it is characterised in that: the historical data contrast module it is interior
Portion is equipped with material conveying history, specified section amplification/display device and data editor, the material and transmits the defeated of history
Enter end and output end to be electrically connected with the input terminal of the output end of data analysis result generation unit and display terminal respectively, it is described
The input terminal and output end of specified section amplification/display device respectively with the output end of data analysis result generation unit and display
The input terminal of terminal is electrically connected, and the input terminal and output end of the data editor generate with data analysis result single respectively
The output end of member and the input terminal of display terminal are electrically connected.
4. a kind of data analysis set-up according to claim 1, it is characterised in that: the analysis factor computing module it is interior
Portion includes computing unit and factor screening unit, and the output end of the computing unit and the input terminal of factor screening unit are electrical
Connection.
5. a kind of data analysis set-up operating method, it is characterised in that: the operating method is as follows:
Step 1: input analysis data
The data of required analysis are input to the inside of data source modules, the number inside data source by delivery means by user
According to data preparation is carried out, it is then transmitted to the inside of data extraction module, the inside of data storage to data memory module is required
The data to be analyzed pass through be higher than and determine data processing module and bottom in and determine the processing of two modules of data processing module, distinguish
The inside further progress data for respectively enteing analysis factor computing module are strictly screened；
Step 2: Data Analysis Services Rulemaking
After the stringent screening and filtering of initial data, data analysis is carried out into the inside of Data Analysis Services module, is used
Person is inputted by the rule that data analysis rule template-setup unit analyzes data, carries out regular system to the analysis of data
Fixed, the Rulemaking of data analysis finishes, then analyzes generation unit by data and data are analyzed prepared regular transmission extremely
Data analysis system analyzes data；
Step 3: Data Analysis Services
Data after screening are transmitted to analysis factor recording unit, record to data, and data are calculated analytically unit, match
Data analysis rule is closed to data further analysis, data are further obtained by data analysis result generation unit after data analysis
Conclusion out；
Step 4: obtaining data analysis result
Data analyze obtained conclusion, by historical data contrast module that historical data and this data analysis result is common
It is shown by display terminal.
6. a kind of data analysis set-up operating method according to claim 1, it is characterised in that: the analysis factor statistics
Unit includes one in following statistical calculation mode: summation (Sum) is minimized (Min) and is maximized (Max).
7. a kind of data analysis set-up operating method according to claim 1, it is characterised in that: the initial data can be straight
The inside progress data analysis that data source modules are input to Data Analysis Services module was connected, initial data was not filtered
Screening.
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| CN201910109235.7A CN109829007A (en) | 2019-02-06 | 2019-02-06 | A kind of data analysis set-up and operating method |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110929127A (en) * | 2019-12-05 | 2020-03-27 | 广州市原象信息科技有限公司 | Method for analyzing Taobao live broadcast putting effect and computer equipment |
| CN111340607A (en) * | 2020-02-14 | 2020-06-26 | 杭州憶盛医疗科技有限公司 | New drug research and development cost accounting system |
| CN112330102A (en) * | 2020-10-20 | 2021-02-05 | 贵州电网有限责任公司 | Power supply reliability data analysis system |
| CN113377067A (en) * | 2021-05-27 | 2021-09-10 | 意特利（上海）科技有限公司 | Dynamic sensing monitoring acquisition compensation method and device for numerical control five-axis linkage machine tool |
| CN113742405A (en) * | 2021-07-30 | 2021-12-03 | 浙江工商大学 | Heterogeneous big data oriented screening and measurement extraction method and device |
-
2019
- 2019-02-06 CN CN201910109235.7A patent/CN109829007A/en not_active Withdrawn
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110929127A (en) * | 2019-12-05 | 2020-03-27 | 广州市原象信息科技有限公司 | Method for analyzing Taobao live broadcast putting effect and computer equipment |
| CN111340607A (en) * | 2020-02-14 | 2020-06-26 | 杭州憶盛医疗科技有限公司 | New drug research and development cost accounting system |
| CN112330102A (en) * | 2020-10-20 | 2021-02-05 | 贵州电网有限责任公司 | Power supply reliability data analysis system |
| CN113377067A (en) * | 2021-05-27 | 2021-09-10 | 意特利（上海）科技有限公司 | Dynamic sensing monitoring acquisition compensation method and device for numerical control five-axis linkage machine tool |
| CN113742405A (en) * | 2021-07-30 | 2021-12-03 | 浙江工商大学 | Heterogeneous big data oriented screening and measurement extraction method and device |
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Application publication date: 20190531 |