CN106530069A - Financial data analysis method and system - Google Patents
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Abstract
The present invention discloses a financial data analysis method and system. The method comprises the steps of utilizing a predetermined conversion rule to convert the financial business terms inputted by the users into the calculation formulas; according to the submission types of the calculation formulas, configuring the calculation formulas into the financial analysis templates corresponding to the submission types, and utilizing the financial analysis templates to analyze and process the corresponding financial data. According to the scheme of the present invention, the business terms of the financial staff can be converted into the calculation formulas capable of being identified by a system, so that users analyze the financial data by the converted calculation formulas directly, and the data analysis efficiency is improved. If the financial analysis business terms or the financial subjects change, the changed business data can be converted into the corresponding calculation formulas directly, thereby reducing the workload brought by the coding. Moreover, the calculation formulas converted in the scheme can automatically obtain the financial data, such as the cross-year report forms, the cross-month report forms, etc., from a database, so that the data automatic acquisition is realized, and the workload of the workers is reduced.
Description
Technical field
The present invention relates to data analysing method, more particularly, it relates to the analysis method and system of a kind of financial data.
Background technology
Financial analysis is as foundation, using a series of special points with accounting and form data and other related datas
Analysis technology and method, are lived with relevant financial activity, investment activity, business activities, distribution now in the past to economic organizations such as enterprises
The Economic Management Activities that dynamic profitability, operation ability, debt paying ability and growing ability situation etc. are analyzed and evaluate.It
Be for the investor of enterprise, creditor, operator and other be concerned about the tissue of enterprises or personal understand enterprise and go over, evaluate enterprise
Present situation, prediction enterprise will make the Economic Application subject that correct decisions provide accurate information or foundation future.At present, to finance
During statement analysis, typically calculated by the formula that software is carried, but for being unfamiliar with the staff of formula for, this
Undoubtedly need the waste plenty of time to be familiar with formula, and when being analyzed to different types of data sheet at present, need one by one
Previous data are made a look up, is equally lost time.
Therefore, how to improve the problem that the analysis efficiency to financial data is that those skilled in the art need to solve.
The content of the invention
It is an object of the invention to provide the analysis method and system of a kind of financial data, are divided to financial data with improving
Analysis efficiency.
For achieving the above object, embodiments provide following technical scheme：
A kind of analysis method of financial data, including：
Using intended conversion rule, the financial affair work term of user input is converted to into computing formula；The computing formula
Including：Need the input item of user input financial data, and automatically from form, between form or in across phase form any one
Obtain the data dependence item of financial data；
Type is reported and submitted according to the computing formula, the computing formula is configured to into finance point corresponding with type is reported and submitted
Analysis template, using the financial analysis template, is analyzed process to corresponding financial data.
Wherein, described using the financial analysis template, being analyzed process to corresponding financial data includes：
The corresponding financial analysis template of type selecting reported and submitted according to user input；
The financial data corresponding with the input item of user input is obtained, and automatically from the dependence of the data dependence item
Source obtains corresponding financial data；
If receiving the analysis instruction of user's triggering, generate financial analysis form and preserve.
Wherein, also include：
If the input item for detecting target formula is corresponding with data dependence Xiang Junyu financial datas, the target is parsed
Formula, generates corresponding js check codes, calculates the result of calculation of target formula according to the js check codes and shows.
Wherein, if the analysis instruction for receiving user's triggering, generate financial analysis form and preserve, including：
If receiving the analysis instruction of user's triggering, groovy check codes corresponding with each formula are utilized to calculate every
The final result of individual formula, and store to database；The groovy check codes are by parsing input item and data dependence
Produced by the corresponding computing formula of Xiang Junyu financial datas.
A kind of analysis system of financial data, including：
Formula configuration module, for using intended conversion rule, the financial affair work term of user input being converted to calculating
Formula；The computing formula includes：Need the input item of user input financial data, and automatically from form, between form or
In across phase form, any one obtains the data dependence item of financial data；
Financial analysis template configuration module, for reporting and submitting type according to the computing formula, the computing formula is matched somebody with somebody
It is set to financial analysis template corresponding with type is reported and submitted；
Financial data analysis module, for using the financial analysis template, being analyzed place to corresponding financial data
Reason.
Wherein, the financial data analysis module includes：
Financial analysis template selection unit, for reporting and submitting the corresponding financial analysis mould of type selecting according to user input
Plate；
First financial data acquiring unit, for obtaining the financial data corresponding with the input item of user input；
Second financial data acquiring unit, for obtaining corresponding financial number from the dependence source of the data dependence item automatically
According to；
Financial analysis report generation unit, for receiving during the analysis instruction of user's triggering, generates financial analysis form
And preserve.
Wherein, the financial data analysis module also includes：
Detector unit, for detecting whether the input item and data dependence Xiang Junyu financial datas that there is target formula are relative
Should；
Resolution unit, for the input item in target formula it is corresponding with data dependence Xiang Junyu financial datas when, then solve
The target formula is analysed, corresponding js check codes are generated；
Processing unit, for the result of calculation of target formula being calculated according to the js check codes and being shown.
Wherein, the financial analysis report generation unit includes：
Receiving subelement, for the analysis instruction of receive user triggering；
Calculating sub module, for utilizing groovy check codes corresponding with each formula to calculate the most termination of each formula
Really, and store to database；The groovy check codes are by parsing input item and data dependence Xiang Junyu financial datas
Produced by corresponding computing formula.
By above scheme, the analysis method and system of a kind of financial data provided in an embodiment of the present invention, including：
Using intended conversion rule, the financial affair work term of user input is converted to into computing formula；The computing formula includes：Need to use
Family is input into the input item of financial data, and from form, between form or in across phase form, any one obtains finance automatically
The data dependence item of data；Type is reported and submitted according to the computing formula, the computing formula is configured to and type pair is reported and submitted
The financial analysis template answered, using the financial analysis template, is analyzed process to corresponding financial data；
It can be seen that, in this programme, the business terms of finance staff can be converted into the calculating public affairs that system can be recognized
Formula, such finance staff just directly can be analyzed to financial data by switched computing formula, improve number
According to the efficiency of analysis；If financial analysis business terms or account of finance change, the business datum that will directly change
Corresponding computing formula is converted to, greatly reduces the workload that coding brings；Also, the computing formula changed in this programme
Automatically across year form can be obtained from database, across financial datas such as moon sheets, realize the automatic automatic data collection to data, subtract
The workload of few staff.
Description of the drawings
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
Accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with
Other accompanying drawings are obtained according to these accompanying drawings.
Analysis method schematic flow sheets of the Fig. 1 for a kind of financial data disclosed in the embodiment of the present invention；
Analysis system structural representations of the Fig. 2 for a kind of financial data disclosed in the embodiment of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than the embodiment of whole.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made
Embodiment, belongs to the scope of protection of the invention.
The embodiment of the invention discloses the analysis method and system of a kind of financial data, to improve the analysis to financial data
Efficiency.
Referring to Fig. 1, a kind of analysis method of financial data provided in an embodiment of the present invention, including：
S101, using intended conversion rule, the financial affair work term of user input is converted to into computing formula；The calculating
Formula includes：The input item of user input financial data is needed, and it is automatically any from form, between form or in across phase form
One obtains the data dependence item of financial data；
Specifically, the financial affair work data in the present embodiment are business personnel's language familiar to finance staff, in this reality
The computing formula configured in applying example can be：
Income from sales growth rate (then)=(general enterprises profit and loss statement operating income accumulative total-last year general enterprises then
Profit and loss statement operating income accumulative total)/last year general enterprises profit and loss statement operating income accumulative total；
Income from sales growth rate (last year)=(last year general enterprises profit and loss statement operating income accumulative total-the year before last general enterprises
Profit and loss statement operating income accumulative total)/the year before last general enterprises profit and loss statement operating income accumulative total；
Receive over the same period last year by growth rate=(income from sales-same period last year income from sales)/same period last year sale for income from sales
Enter；
In addition to the computing formula of above-mentioned offer, it is right to include：Income from sales compared with last month, income from sales compared with last year,
The income from sales relatively the year before last, income from sales relatively go up and are configured compared with formula such as last months in season, income from sales.
S102, report and submit type according to the computing formula, the computing formula is configured to report and submit type corresponding
Financial analysis template, using the financial analysis template, is analyzed process to corresponding financial data.
Specifically, in this programme, staff is converted to the business terms for needing configuration after formula, can be according to calculating
The type of reporting and submitting of formula generates corresponding financial analysis template；Here type of reporting and submitting can be：Monthly magazine type, quarterly report type or
Person's annual report type etc..So staff just can be analyzed to financial data by financial analysis template.
Wherein, described using the financial analysis template, being analyzed process to corresponding financial data includes：
The corresponding financial analysis template of type selecting reported and submitted according to user input；
The financial data corresponding with the input item of user input is obtained, and automatically from the dependence of the data dependence item
Source obtains corresponding financial data；
If receiving the analysis instruction of user's triggering, generate financial analysis form and preserve.
Specifically, in this programme, computing formula can be divided into two, i.e. input item and data dependence item, for example：Sale
Income increase rate (then)=(general enterprises profit and loss statement operating income accumulative total-last year general enterprises profit and loss statement business is received then
Enter accumulative total)/last year general enterprises profit and loss statement operating income accumulative total.Here " general enterprises profit and loss statement operating income then
When accumulative total " is appreciated that to be analyzed financial data, need what staff was manually entered, so " general enterprises then
Profit and loss statement operating income accumulative total " this be input item；And " last year general enterprises profit and loss statement operating income accumulative total " is
The data for having counted before, therefore system directly can obtain corresponding numerical value from corresponding data sheet, therefore " go
Year general enterprises profit and loss statement operating income accumulative total " this be data dependence item, accordingly, record " last year general enterprises
The data sheet of profit and loss statement operating income accumulative total " this data is referred to as dependence source.
Therefore, based on this programme, when financial institution data is gathered, customer manager or other data acquisition posies are only
Need by known data inputting in system, other calculate business datum according to the good financial analysis business terms of predefined
Formula is calculated automatically and is shown, is achieved in that the tracking of financial data operational indicator variation tendency between year, the moon, season, half a year,
Complete the collection of the financial analysis data of finance working mechanism itself or associated client.
Based on above-mentioned technical proposal, this programme also includes：
If the input item for detecting target formula is corresponding with data dependence Xiang Junyu financial datas, the target is parsed
Formula, generates corresponding js check codes, calculates the result of calculation of target formula according to the js check codes and shows.
Wherein, if the analysis instruction for receiving user's triggering, generate financial analysis form and preserve, including：If
The analysis instruction of user's triggering is received, then utilizes groovy check codes corresponding with each formula to calculate each formula most
Termination fruit, and store to database；The groovy check codes are financial by parsing input item and data dependence Xiang Junyu
Produced by the corresponding computing formula of data.
Specifically, in this programme, computing formula when can be analyzed staff to financial data is solved
Analysis, is parsed into js check codes and groovy check codes, is settled accounts on foreground by js check codes, by final result
Shown, intuitively experienced so as to provide for Foreground Data collection；Groovy check codes are sent to groovy formula, by
Groovy completes back-end component to be returned after data are calculated and is stored, and storage completes latter complete financial analysis data and just presents
Again in face of data acquisition personnel.If financial finance specification changes, the financial staff of financial business specialty will change
Financial analysis business terms or account of finance be adjusted, you can complete the adaptability of Zero-code.
Specifically, in this programme, by the computing formula that financial affair work term is converted to system identification, this formula
Many phase financial statement datas can be analyzed, complete the calculating of automatic financial analysis data by configuration mode；And financial analysis
When gathered data or collection dimension variation, formula can be reconfigured by this formula configuration mode, reduce coding
The workload brought, solves the problems, such as that business demand change brings.And when this programme carries out data acquisition to financial data, can
From different types such as annual report, monthly magazine, quarterly reports, data are not obtained in the financial data of same period time, compared by the formula for configuring
Relatively calculate, complete to compare compared with last year, than the year before last, than the front first quarter, than the calculating of early stage difference financial data, and dynamic generates ratio
Compared with difference or very etc. data, the development trend of the financial situation for being easy to analyze the unit such as enterprise or cause.
Below analysis system provided in an embodiment of the present invention is introduced, analysis system described below with it is described above
Analysis method can be with cross-referenced.
Referring to Fig. 2, a kind of analysis system of financial data provided in an embodiment of the present invention, including：
Formula configuration module 100, for using intended conversion rule, the financial affair work term of user input being converted to meter
Calculate formula；The computing formula includes：Need the input item of user input financial data, and automatically from form, between form or
In across the phase form of person, any one obtains the data dependence item of financial data；
Financial analysis template configuration module 200, for reporting and submitting type according to the computing formula, by the computing formula
It is configured to financial analysis template corresponding with type is reported and submitted；
Financial data analysis module 300, for using the financial analysis template, being analyzed to corresponding financial data
Process.
Based on above-mentioned technical proposal, the financial data analysis module includes：
Financial analysis template selection unit, for reporting and submitting the corresponding financial analysis mould of type selecting according to user input
Plate；
First financial data acquiring unit, for obtaining the financial data corresponding with the input item of user input；
Second financial data acquiring unit, for obtaining corresponding financial number from the dependence source of the data dependence item automatically
According to；
Financial analysis report generation unit, for receiving during the analysis instruction of user's triggering, generates financial analysis form
And preserve.
Based on above-mentioned technical proposal, the financial data analysis module also includes：
Detector unit, for detecting whether the input item and data dependence Xiang Junyu financial datas that there is target formula are relative
Should；
Resolution unit, for the input item in target formula it is corresponding with data dependence Xiang Junyu financial datas when, then solve
The target formula is analysed, corresponding js check codes are generated；
Processing unit, for the result of calculation of target formula being calculated according to the js check codes and being shown.
Based on above-mentioned technical proposal, the financial analysis report generation unit includes：
Receiving subelement, for the analysis instruction of receive user triggering；
Calculating sub module, for utilizing groovy check codes corresponding with each formula to calculate the most termination of each formula
Really, and store to database；The groovy check codes are by parsing input item and data dependence Xiang Junyu financial datas
Produced by corresponding computing formula.
A kind of analysis method and system of financial data provided in an embodiment of the present invention, including：Using intended conversion rule,
The financial affair work term of user input is converted to into computing formula；The computing formula includes：Need user input financial data
Input item, and from form, between form or in across phase form, any one obtains the data dependence item of financial data automatically；
Type is reported and submitted according to the computing formula, the computing formula is configured to into financial analysis template corresponding with type is reported and submitted,
Using the financial analysis template, process is analyzed to corresponding financial data；
It can be seen that, in this programme, the business terms of finance staff can be converted into the calculating public affairs that system can be recognized
Formula, such finance staff just directly can be analyzed to financial data by switched computing formula, improve number
According to the efficiency of analysis；If financial analysis business terms or account of finance change, the business datum that will directly change
Corresponding computing formula is converted to, greatly reduces the workload that coding brings；Also, the computing formula changed in this programme
Automatically across year form can be obtained from database, across financial datas such as moon sheets, realize the automatic automatic data collection to data, subtract
The workload of few staff.
In this specification, each embodiment is described by the way of progressive, and what each embodiment was stressed is and other
The difference of embodiment, between each embodiment identical similar portion mutually referring to.
The foregoing description of the disclosed embodiments, enables professional and technical personnel in the field to realize or using the present invention.
Various modifications to these embodiments will be apparent for those skilled in the art, as defined herein
General Principle can be realized without departing from the spirit or scope of the present invention in other embodiments.Therefore, the present invention
The embodiments shown herein is not intended to be limited to, and is to fit to and principles disclosed herein and features of novelty phase one
The most wide scope for causing.
Claims (8)
1. a kind of analysis method of financial data, it is characterised in that include：
Using intended conversion rule, the financial affair work term of user input is converted to into computing formula；The computing formula includes：
Need the input item of user input financial data, and any one acquisition from form, between form or in across phase form automatically
The data dependence item of financial data；
Type is reported and submitted according to the computing formula, the computing formula is configured to into financial analysis mould corresponding with type is reported and submitted
Plate, using the financial analysis template, is analyzed process to corresponding financial data.
2. analysis method according to claim 1, it is characterised in that described using the financial analysis template, to corresponding
Financial data be analyzed process and include：
The corresponding financial analysis template of type selecting reported and submitted according to user input；
The financial data corresponding with the input item of user input is obtained, and is obtained from the dependence source of the data dependence item automatically
Take corresponding financial data；
If receiving the analysis instruction of user's triggering, generate financial analysis form and preserve.
3. analysis method according to claim 2, it is characterised in that also include：
If the input item for detecting target formula is corresponding with data dependence Xiang Junyu financial datas, the target is parsed public
Formula, generates corresponding js check codes, calculates the result of calculation of target formula according to the js check codes and shows.
4. analysis method according to claim 3, it is characterised in that if the analysis instruction for receiving user's triggering,
Then generate financial analysis form and preserve, including：
If receiving the analysis instruction of user's triggering, groovy check codes corresponding with each formula are utilized to calculate each public
The final result of formula, and store to database；The groovy check codes are by parsing input item and data dependence Xiang Jun
Produced by computing formula corresponding with financial data.
5. a kind of analysis system of financial data, it is characterised in that include：
Formula configuration module, for using intended conversion rule, the financial affair work term of user input being converted to computing formula；
The computing formula includes：Need the input item of user input financial data, and automatically from form, between form or across phase report
In table, any one obtains the data dependence item of financial data；
Financial analysis template configuration module, for reporting and submitting type according to the computing formula, the computing formula is configured to
Financial analysis template corresponding with type is reported and submitted；
Financial data analysis module, for using the financial analysis template, being analyzed process to corresponding financial data.
6. analysis system according to claim 5, it is characterised in that the financial data analysis module includes：
Financial analysis template selection unit, for reporting and submitting the corresponding financial analysis template of type selecting according to user input；
First financial data acquiring unit, for obtaining the financial data corresponding with the input item of user input；
Second financial data acquiring unit, for obtaining corresponding financial data from the dependence source of the data dependence item automatically；
Financial analysis report generation unit, for receiving during the analysis instruction of user's triggering, generates financial analysis form and protects
Deposit.
7. analysis system according to claim 6, it is characterised in that the financial data analysis module also includes：
Detector unit, for detecting whether the input item that there is target formula is corresponding with data dependence Xiang Junyu financial datas；
Resolution unit, for the input item in target formula it is corresponding with data dependence Xiang Junyu financial datas when, then parse institute
Target formula is stated, corresponding js check codes are generated；
Processing unit, for the result of calculation of target formula being calculated according to the js check codes and being shown.
8. analysis system according to claim 7, it is characterised in that the financial analysis report generation unit includes：
Receiving subelement, for the analysis instruction of receive user triggering；
Calculating sub module, for utilizing groovy check codes corresponding with each formula to calculate the final result of each formula,
And store to database；The groovy check codes are corresponding with data dependence Xiang Junyu financial datas by parsing input item
Computing formula produced by.
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| CN108563783A (en) * | 2018-04-25 | 2018-09-21 | 张艳 | A kind of financial analysis management system and method based on big data |
| CN109299243A (en) * | 2018-10-31 | 2019-02-01 | 河南职业技术学院 | Financial data processing method and financial data processing system |
| CN109558441A (en) * | 2018-10-25 | 2019-04-02 | 平安科技（深圳）有限公司 | Financial index automatic monitoring method, device, computer equipment and storage medium |
| CN109710684A (en) * | 2018-12-24 | 2019-05-03 | 安徽经邦软件技术有限公司 | A kind of intelligent financial report generation system of logic-based inference machine |
| CN112749846A (en) * | 2021-01-14 | 2021-05-04 | 国网吉林省电力有限公司 | Big data platform-based financial cloud picture construction analysis method for electric power system |
| CN113139373A (en) * | 2021-04-23 | 2021-07-20 | 上海中通吉网络技术有限公司 | Method, system and equipment for generating industry and property voucher based on dynamic modeling |
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| CN113139373A (en) * | 2021-04-23 | 2021-07-20 | 上海中通吉网络技术有限公司 | Method, system and equipment for generating industry and property voucher based on dynamic modeling |
| CN113139373B (en) * | 2021-04-23 | 2024-08-09 | 上海中通吉网络技术有限公司 | Method, system and equipment for generating financial evidence based on dynamic modeling |
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| CN114253960B (en) * | 2021-12-21 | 2022-09-20 | 广西航天信息技术有限公司 | Electronic invoice reimbursement and posting and filing integrated service center platform system |
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