CN109544050A - The method and system of financial data are presented in a kind of data visualization - Google Patents
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Abstract
The present embodiments relate to the method and system that financial data is presented in a kind of data visualization, wherein, it include merging asset-liabilities report, profit from amalgamation report and merging cash flow report in the financial report data the described method includes: obtaining the financial report data of economic entity；The financial characteristics of each report in the financial report data are extracted, and according to the type of each report, select the Visual Chart template to match, the financial characteristics of extraction are drawn in the Visual Chart template to match described in selection；According to the Visual Chart for completing to draw, analyze and judge that the financial situation of the economic entity, the financial situation include at least asset-liability ratio, capital structure, borrowing power debt raising capacity, debt paying ability, revenue and cost structure, profit quality, profitability, developing ability, cash flow architecture quality and operation ability.Technical solution provided by the present application, being capable of the quickly and efficiently structured features of cognitive economy entity financial data and financial health degree.
Description
Technical field
This application involves finance data processing technology field, in particular to the side of financial data is presented in a kind of data visualization
Method and system.
Background technique
Financial statement that economic entity (economic entity, tissue, public institution etc.) regularly publishes (including monthly magazine, quarterly report, year
Report etc.) in, provide three consolidated accounts about basic financial information, including aggregate balance sheet, consolidated profit statement, conjunction
And cash flow statement, these reports cover financial data abundant and information, but and are unsuitable for reading.A large number of users needs
The basic financial situation of economic entity is quickly and effectively grasped, and data visualization technique can help to realize this target.
However, particularity and complexity based on financial statement data structure, existing visualized data subtype is simultaneously
It cannot particularly effectively realize this demand, it is therefore necessary to research and develop new Visual Chart type, for financial statement, especially
It is the characteristic of aggregate balance sheet, consolidated profit statement, the consolidated statement of cash flows, extracts its important data characteristics, with most straight
The financial data that economic entity is presented in most effective way is seen, user is helped to see clearly the finance of economic entity within the shortest time
Situation.
Summary of the invention
A kind of method and system for being designed to provide data visualization presentation financial data of the application, can be quickly high
The structured features of effect ground cognitive economy entity financial data and financial health degree.
To achieve the above object, the application provides a kind of method that financial data is presented in data visualization, the method packet
It includes:
The financial report data of economic entity are obtained, include merging asset-liabilities report, profit from amalgamation report in the financial report data
Table and merging cash flow report；
The financial characteristics of each report in the financial report data are extracted, and according to the type of each report, select phase
The financial characteristics of extraction are drawn on the Visual Chart mould to match described in selection by matched Visual Chart template
In plate；
According to the Visual Chart for completing to draw, the financial situation of the economic entity, the finance shape are analyzed and judged
Condition includes at least asset-liability ratio, capital structure, borrowing power debt raising capacity, debt paying ability, revenue and cost structure, profit quality, profit
Ability, developing ability, cash flow architecture quality and operation ability.
Further, if current report is to merge asset-liabilities report, the visualization for merging asset-liabilities report
Chart is drawn according to following rule:
Using assets, debt and the other index of owner's equity three categories as core, the index of each classification is disassembled by different level,
And embody the relationship between assets, debt and owner's equity；
Indicate that different classes of index, the color of the different depths of same colour system indicate each classification with different colour systems
Under different levels index；
The same category of different indexs of same level are indicated with orderly geometry；
By human-computer interaction, show the details of the corresponding financial index of geometry.
Further, the relationship between assets, debt and owner's equity are as follows: assets be in debt with owner's equity it
With.
Further, if current report is profit from amalgamation report, the Visual Chart of the profit from amalgamation report according to
Following rule is drawn:
Using income, cost and profit three norms as core, the index of each classification is disassembled by different level；
Indicate that different classes of index, the color of the different depths of same colour system indicate each classification with different colour systems
Under different levels index；
The same category of different indexs of same level are indicated with orderly geometry；
By human-computer interaction, show the details of the corresponding financial index of geometry.
Further, if current report is to merge cash flow report, the visualization for merging cash flow report
Chart is drawn according to following rule:
According to the financial statement that economic entity discloses, the data in cash flow report are disassembled as cash and cash-equivalent
Object remaining sum, business activities generate cash flow, investment activity generate cash and financial activity generate cash flow these
The data of classification, and different classes of index is indicated with the different grouping of orderly geometry；
Remaining sum, outflow and the inflow of Cash And Cash Equivalents are indicated with different colour systems；
The mathematical relationship between different indexs is indicated with the relative position of geometry；
Wherein, according to the size and positive-negative relationship of different indexs, and the thin item size and positive-negative relationship that need to be disbursed from the cost and expenses,
The visual layout and pattern of the consolidated statement of cash flows have different degrees of deformation, to adapt to the variation and difference of data；
By human-computer interaction, show the details of the corresponding financial index of geometry.
Further, the method also includes:
Du Pont's visual analyzing is carried out to the financial statement data of the economic entity, wherein Du Pont's visualization point
Analysis follows following provisions:
The Du Pont Analysis result of economic entity's financial statement data is indicated with square；
The four edges frame of square respectively indicates the total receipts of net assets, total assets, gross income and business of economic entity
Enter these four indexs, according to the needs of Du Pont Analysis, other different indexs may be selected and correspond on the frame of square, it is square
The relative size of each side expression corresponding index of shape, rather than absolute figure；
According to the definition for the financial index that du pont analysis needs, on square frame, the numerical value of foundation financial index,
The corresponding position in proportion on corresponding frame, marks corresponding financial index；
By way of in the outside of square frame increase frame line, the comparison of Zuo Duojia economic entity；
By human-computer interaction, show the details of the financial index of selection.
Further, the method also includes: Du Pont Analysis index is marked on multidimensional coordinate axis, formed closing
Irregular polygon, the Du Pont Analysis result of the economic entity is characterized with the shape feature of this polygon, wherein Du
Nation's analysis indexes include equity multiplier, Return on Total Assets, Return on Total Assets, asset-liability ratio, Operating profit rate, sell only
At least one of interest rate, the net profit margin for belonging to the parent company owner and net assets income ratio.
Further, if the economic entity analyzed is share economy entity, the method also includes:
Per share value visual analysis is carried out to the financial statement data of the economic entity, wherein the per share value can
Following provisions are followed depending on analysis:
Per share value index is marked on multidimensional coordinate axis, forms closed irregular polygon, it is polygon with this
The shape feature of shape characterizes the per share value analysis result of the economic entity, wherein the per share value index includes per share
Net assets, per share undistributed profit, per share operating profit aggregate-value, per share operating profit this season value, per share management road
At least one of net amount, cash flow per share net amount, per share end of term Cash And Cash Equivalents remaining sum.
To achieve the above object, the application also provides a kind of system that financial data is presented in data visualization, the system
Include:
Financial report data capture unit includes merging money in the financial report data for obtaining the financial report data of economic entity
It produces debt report, profit from amalgamation report and merges cash flow report；
Data drawing unit, for extracting the financial characteristics of each report in the financial report data, and according to each described
The type of report selects the Visual Chart template to match, and the financial characteristics of extraction are drawn on to the phase of selection
In matched Visual Chart template；
Financial situation determination unit, for analyzing and judging the economic entity according to the Visual Chart for completing to draw
Financial situation, the financial situation include at least asset-liability ratio, capital structure, borrowing power debt raising capacity, debt paying ability, income at
This structure, profit quality, profitability, developing ability, cash flow architecture quality and operation ability.
Further, the data drawing unit includes:
Module is disassembled, if being to merge asset-liabilities report for current report, with assets, debt and owner's equity three
The other index of major class be core, disassemble the index of each classification by different level, and embody assets, debt and owner's equity it
Between relationship；
Colour system representation module, for indicating different classes of index with different colour systems, the different depths of same colour system
Color indicates the index of the different levels under each classification；
Geometry representation module, for indicating the same category of different indexs of same level with orderly geometry；
Human-computer interaction module, for showing the details of the corresponding financial index of geometry by human-computer interaction.
Therefore technical solution provided by the present application, economic entity directly can be presented intuitively with visual image
Financial structure (including asset-liability ratio, structure of earnings, cost structure, profit structure, cash flow structure etc.) and financial pattern,
So as to be diagnosed at a glance to the financial health degree of economic entity.
Detailed description of the invention
Fig. 1 is the flow chart of the data visualization rendering method of economic entity's consolidated financial statement in the embodiment of the present application；
Fig. 2 is the visualization schematic diagram of aggregate balance sheet in the embodiment of the present application；
Fig. 3 is the visualization schematic diagram of consolidated profit statement in the embodiment of the present application；
Fig. 4 is the visualization schematic diagram of Du Pont Analysis in the embodiment of the present application；
Fig. 5 is the visualization schematic diagram of Du Pont Analysis in another embodiment of the application；
Fig. 6 is the visualization schematic diagram of per share value in the embodiment of the present application.
Specific embodiment
In order to make those skilled in the art better understand the technical solutions in the application, below in conjunction with the application reality
The attached drawing in mode is applied, the technical solution in the application embodiment is clearly and completely described, it is clear that described
Embodiment is only a part of embodiment of the application, rather than whole embodiments.Based on the embodiment party in the application
Formula, all other embodiment obtained by those of ordinary skill in the art without making creative efforts, is all answered
When the range for belonging to the application protection.
Referring to Fig. 1, the application provides a kind of method that financial data is presented in data visualization, which comprises
S1: obtaining the financial report data of economic entity, includes merging asset-liabilities report, profit from amalgamation in the financial report data
Report and merging cash flow report；
S2: extracting the financial characteristics of each report in the financial report data, and according to the type of each report, selects
The financial characteristics of extraction are drawn on the Visual Chart to match described in selection by the Visual Chart template to match
In template；
S3: according to the Visual Chart for completing to draw, analyze and judge the financial situation of the economic entity, the finance
Situation includes at least asset-liability ratio, capital structure, borrowing power debt raising capacity, debt paying ability, revenue and cost structure, profit quality, is full of
Sharp ability, developing ability, cash flow architecture quality and operation ability.
In practical applications, the technical solution of the application can be accomplished by the following way:
1. economic entity's financial statement data crawling and analyzing
Economic entity announces 4 financial reports every year, all contained in each financial report aggregate balance sheet, consolidated profit statement,
The consolidated statement of cash flows, needs to extract the data of above-mentioned report from financial statement, and establishes database, and above-mentioned data are deposited
It stores up in database.
According to the financial data of economic entity, the financial characteristics of economic entity are extracted, determine the finance health of economic entity
Mode, including pay one's debts with all his assets, debt does not support money, profit, loss etc..
2. the data visualization chart of economic entity's financial statement
According to the financial structure mode of economic entity, applicable financial statement Visual Chart template is selected, according to economy
Real data in entity financial statement makes Visual Chart.
1) method for visualizing of aggregate balance sheet
According to the feature extracted in economic entity's financial statement, determine the current asset-liabilities state of economic entity for debt not
Money is not supported or not money or debt, and selects applicable visual template.
The technical specification of the method for visualizing of aggregate balance sheet are as follows:
Using assets, debt and owner's equity three categories index as core, the index of each classification is disassembled by different level, and
Embody assets=debt+owner's equity relationship.
Indicate that different classes of index, the color of the different depths of same colour system indicate each classification with different colour systems
Under different levels index.
The same category of different indexs of same level are indicated with orderly geometry.
By human-computer interaction, the details of the corresponding financial index of geometry can be showed.
According to assets, debt, the size of equity and positive-negative relationship, and the thin item size for needing to be disbursed from the cost and expenses and positive and negative pass
System, the deformation that the visual layout and pattern of aggregate balance sheet can be certain is to adapt to the variation and difference of data.
The visualization view of aggregate balance sheet can with as shown in Fig. 2, in fig. 2 it is possible to by different size and
The rectangle frame of different color, the visualization rectangle frame of the numerical value such as Lai Tixian current assets, non-current asset, debt, equity.
Wherein, current assets may include money-capital, bill receivable, stock and Other Current Assets, and non-current asset then can be with
Including net fixed assets, deferred tax asset, offers loans and pay for and other non-current assets.Numerical value in Fig. 2 can
To indicate the different amount of money, the unit of the amount of money is hundred million yuan.
2) method for visualizing of consolidated profit statement
According to the data disclosed in economic entity's financial statement, determine that the current income profit state of economic entity is to be full of
Benefit, or loss, and select applicable visual template.
The technical specification of the method for visualizing of consolidated profit statement are as follows:
Using income, cost and profit three norms as core, the index of each classification is disassembled by different level.
Indicate that different classes of index, the color of the different depths of same colour system indicate each classification with different colour systems
Under different levels index；
The same category of different indexs of same level are indicated with orderly geometry.
By human-computer interaction, the details of the corresponding financial index of geometry can be showed.
According to income, cost, the size of profit and positive-negative relationship, and the thin item size for needing to be disbursed from the cost and expenses and positive and negative pass
System, the visual layout and pattern of consolidated profit statement have certain deformation to adapt to the variation and difference of data.
The visualization view of consolidated profit statement can show gross revenue, totle drilling cost with as shown in figure 3, in Fig. 3
And the details of total profit.
3) consolidated statement of cash flows
The technical specification of the method for visualizing of consolidated profit statement are as follows:
According to the financial statement that economic entity discloses, the data in cash flow statement are disassembled as Cash And Cash Equivalents
Several major class of cash flow of cash flow, the cash that investment activity generates and financial activity generation that remaining sum, business activities generate
Data.Different classes of index is indicated with the different grouping of orderly geometry.
Remaining sum, outflow and the inflow of Cash And Cash Equivalents are indicated with different colour systems.
The mathematical relationship between different indexs is indicated with the relative position of geometry.According to the size of different indexs and just
Negative relationship, and the thin item size and positive-negative relationship that need to be disbursed from the cost and expenses, the visual layout and pattern of the consolidated statement of cash flows
Certain deformation is had to adapt to the variation and difference of data.
By human-computer interaction, the details of the corresponding financial index of geometry can be showed.
The visualization view of the consolidated statement of cash flows can show beginning balance, commodity labor service inflow, commodity labor service outflow,
The details such as ending balance.
4) method for visualizing of Du Pont Analysis
The technical specification of the method for visualizing of Du Pont Analysis is as follows:
The Du Pont Analysis result of economic entity's financial statement data is indicated with square.
The four edges frame of square respectively indicates the total receipts of net assets, total assets, gross income and business of economic entity
The different indexs such as enter, according to the needs of Du Pont Analysis, it is also an option that other different indexs correspond to the frame of square
On.The relative size of each side expression corresponding index of square, rather than absolute figure.
According to the definition for the financial index that du pont analysis needs, on square frame, the numerical value of foundation financial index,
The corresponding position in proportion on corresponding frame, marks corresponding financial index.For example, in the corresponding frame of gross revenue
On mark the position of rate of gross profit and net profit margin in proportion.
The outside of square frame increase frame line by way of, can Zuo Duojia economic entity comparison.
By human-computer interaction, the details of the financial index of selection can be showed.
The visualization view of Du Pont Analysis can show rate of gross profit, net profit margin, business with as shown in figure 4, in Fig. 4
The details such as total income, secondary income, equity, asset-liability ratio equity multiplier, debt, net assets income ratio.
Referring to Fig. 5, in addition, in practical applications, can also have another Du Pont Analysis method.Specifically, Du
Nation's analysis method can be as follows:
By Du Pont Analysis index, (including but not limited to equity multiplier, Return on Total Assets, Return on Total Assets, assets are negative
Debt rate, Operating profit rate, net profit on sales rate, the net profit margin for belonging to the parent company owner and net assets income ratio etc.) more
It is marked in dimension reference axis, forms closed irregular polygon, it is real that the economy is characterized with the shape feature of this polygon
The Du Pont Analysis result of body.Different companies can be compared by its shape feature.
By human-computer interaction, the details of Du Pont Analysis financial index corresponding to each reference axis can be showed.
5) method for visualizing of per share value
For share economy entity, the visual analysis of per share value can also be carried out.
The technical specification of the method for visualizing of per share value is as follows:
Per share value index is marked on multidimensional coordinate axis, forms closed irregular polygon, it is polygon with this
The shape feature of shape characterizes the per share value analysis result of the economic entity, wherein the per share value index includes per share
Net assets, per share undistributed profit, per share operating profit aggregate-value, per share operating profit this season value, per share management road
At least one of net amount, cash flow per share net amount, per share end of term Cash And Cash Equivalents remaining sum.
The visualization view of per share value can be as shown in fig. 6, in Fig. 6, can show net assets per share, per share not divide
With profit, per share operating profit aggregate-value, per share operating profit this season value, per share management road net amount, per share cash flow
Measure the details such as net amount, per share end of term Cash And Cash Equivalents remaining sum.
The application also provides a kind of system that financial data is presented in data visualization, the system comprises:
Financial report data capture unit includes merging money in the financial report data for obtaining the financial report data of economic entity
It produces debt report, profit from amalgamation report and merges cash flow report；
Data drawing unit, for extracting the financial characteristics of each report in the financial report data, and according to each described
The type of report selects the Visual Chart template to match, and the financial characteristics of extraction are drawn on to the phase of selection
In matched Visual Chart template；
Financial situation determination unit, for analyzing and judging the economic entity according to the Visual Chart for completing to draw
Financial situation, the financial situation include at least asset-liability ratio, capital structure, borrowing power debt raising capacity, debt paying ability, income at
This structure, profit quality, profitability, developing ability, cash flow architecture quality and operation ability.
In one embodiment, the data drawing unit includes:
Module is disassembled, if being to merge asset-liabilities report for current report, with assets, debt and owner's equity three
The other index of major class be core, disassemble the index of each classification by different level, and embody assets, debt and owner's equity it
Between relationship；
Colour system representation module, for indicating different classes of index with different colour systems, the different depths of same colour system
Color indicates the index of the different levels under each classification；
Geometry representation module, for indicating the same category of different indexs of same level with orderly geometry；
Human-computer interaction module, for showing the details of the corresponding financial index of geometry by human-computer interaction.
In one embodiment, the system also includes:
Du Pont's visual analyzing unit carries out Du Pont's visualization point for the financial statement data to the economic entity
Analysis, wherein Du Pont's visual analyzing unit includes:
Square representation module, for indicating the Du Pont Analysis result of economic entity's financial statement data with square；
Index respective modules, for by the four edges frame of square respectively indicate the net assets of economic entity, total assets,
Gross income and gross revenue these four indexs may be selected other different indexs and correspond to according to the needs of Du Pont Analysis
On the frame of square, the relative size of square each side expression corresponding index, rather than absolute figure；
Index labeling module, the definition of the financial index for being needed according to du pont analysis, on square frame, according to
According to the numerical value of financial index, the corresponding position in proportion on corresponding frame marks corresponding financial index；
Data comparison module, for economic real in such a way that the outside of square frame increases frame line, doing more
The comparison of body；
Interactive module, for showing the details of the financial index of selection by human-computer interaction.
Therefore technical solution provided by the present application, economic entity directly can be presented intuitively with visual image
Financial structure (including asset-liability ratio, structure of earnings, cost structure, profit structure, cash flow structure etc.) and financial pattern,
So as to be diagnosed at a glance to the financial health degree of economic entity.
Those skilled in the art are supplied to the purpose described to the description of the various embodiments of the application above.It is not
It is intended to exhaustion or be not intended to and limit the invention to single disclosed embodiment.As described above, the application's is various
Substitution and variation will be apparent for above-mentioned technology one of ordinary skill in the art.Therefore, although specifically begging for
Some alternative embodiments are discussed, but other embodiment will be apparent or those skilled in the art are opposite
It is easy to obtain.The application is intended to include all substitutions of the invention discussed herein, modification and variation, and falls in
Other embodiment in the spirit and scope of above-mentioned application.
Claims (10)
1. a kind of method that financial data is presented in data visualization, which is characterized in that the described method includes:
The financial report data for obtaining economic entity, include in the financial report data merge asset-liabilities report, profit from amalgamation report with
And merge cash flow report；
The financial characteristics of each report in the financial report data are extracted, and according to the type of each report, selection matches
Visual Chart template, the financial characteristics of extraction are drawn on to the Visual Chart template to match described in selection
In；
According to the Visual Chart for completing to draw, the financial situation of the economic entity is analyzed and judged, the financial situation is extremely
Less include asset-liability ratio, capital structure, borrowing power debt raising capacity, debt paying ability, revenue and cost structure, profit quality, profitability,
Developing ability, cash flow architecture quality and operation ability.
2. the method according to claim 1, wherein if current report be merge asset-liabilities report, it is described
The Visual Chart for merging asset-liabilities report is drawn according to following rule:
Using assets, debt and the other index of owner's equity three categories as core, the index of each classification is disassembled by different level, and
Embody the relationship between assets, debt and owner's equity；
Indicate that different classes of index, the color of the different depths of same colour system indicate under each classification with different colour systems
The index of different levels；
The same category of different indexs of same level are indicated with orderly geometry；
By human-computer interaction, show the details of the corresponding financial index of geometry.
3. according to the method described in claim 2, it is characterized in that, relationship between assets, debt and owner's equity are as follows:
Assets are the sum of debt and owner's equity.
4. the method according to claim 1, wherein if current report is profit from amalgamation report, the merging
The Visual Chart of profit report is drawn according to following rule:
Using income, cost and profit three norms as core, the index of each classification is disassembled by different level；
Indicate that different classes of index, the color of the different depths of same colour system indicate under each classification with different colour systems
The index of different levels；
The same category of different indexs of same level are indicated with orderly geometry；
By human-computer interaction, show the details of the corresponding financial index of geometry.
5. the method according to claim 1, wherein if current report be merge cash flow report, it is described
The Visual Chart for merging cash flow report is drawn according to following rule:
According to the financial statement that economic entity discloses, the data in cash flow report are disassembled as more than Cash And Cash Equivalents
Cash flow these classifications that the cash and financial activity that cash flow that volume, business activities generate, investment activity generate generate
Data, and different classes of index is indicated with the different grouping of orderly geometry；
Remaining sum, outflow and the inflow of Cash And Cash Equivalents are indicated with different colour systems；
The mathematical relationship between different indexs is indicated with the relative position of geometry；
Wherein, according to the size and positive-negative relationship of different indexs, and the thin item size and positive-negative relationship that need to be disbursed from the cost and expenses, merge
The visual layout and pattern of cash flow statement have different degrees of deformation, to adapt to the variation and difference of data；
By human-computer interaction, show the details of the corresponding financial index of geometry.
6. the method according to claim 1, wherein the method also includes:
Du Pont's visual analyzing is carried out to the financial statement data of the economic entity, wherein Du Pont's visual analyzing is abided by
Follow following provisions:
The Du Pont Analysis result of economic entity's financial statement data is indicated with square；
Square four edges frame respectively indicate economic entity net assets, total assets, gross income and gross revenue this
Four kinds of indexs may be selected other different indexs and correspond on the frame of square according to the needs of Du Pont Analysis, square
The relative size of each side expression corresponding index, rather than absolute figure；
According to the definition for the financial index that du pont analysis needs, on square frame, according to the numerical value of financial index, right
Corresponding position in proportion on the frame answered, marks corresponding financial index；
By way of in the outside of square frame increase frame line, the comparison of Zuo Duojia economic entity；
By human-computer interaction, show the details of the financial index of selection.
7. the method according to claim 1, wherein the method also includes:
Du Pont Analysis index is marked on multidimensional coordinate axis, closed irregular polygon is formed, with this polygon
Shape feature characterizes the Du Pont Analysis result of the economic entity, wherein the Du Pont Analysis index includes equity multiplier, total money
It produces earning rate, Return on Total Assets, asset-liability ratio, Operating profit rate, net profit on sales rate, belong to the net of the parent company owner
At least one of interest rate and net assets income ratio.
8. the method according to claim 1, wherein the method also includes:
Per share value visual analysis is carried out to the financial statement data of share economy entity, wherein the per share value is visual
Analysis follows following provisions:
Per share value index is marked on multidimensional coordinate axis, closed irregular polygon is formed, with this polygon
Shape feature characterizes the per share value analysis result of the economic entity, wherein the per share value index includes per share net money
Production, per share undistributed profit, per share operating profit aggregate-value, per share operating profit this season value, per share management road net amount,
At least one of cash flow per share net amount, per share end of term Cash And Cash Equivalents remaining sum.
9. the system that financial data is presented in a kind of data visualization, which is characterized in that the system comprises:
Financial report data capture unit includes merging assets to bear for obtaining the financial report data of economic entity, in the financial report data
Debt report, profit from amalgamation report and merging cash flow report；
Data drawing unit, for extracting the financial characteristics of each report in the financial report data, and according to each report
Type, select the Visual Chart template to match, the financial characteristics of extraction be drawn on described in selection and are matched
Visual Chart template in；
Financial situation determination unit, for analyzing and judging the wealth of the economic entity according to the Visual Chart for completing to draw
Business situation, the financial situation include at least asset-liability ratio, capital structure, borrowing power debt raising capacity, debt paying ability, revenue and cost knot
Structure, profit quality, profitability, developing ability, cash flow architecture quality and operation ability.
10. system according to claim 9, which is characterized in that the data drawing unit includes:
Module is disassembled, if being to merge asset-liabilities report for current report, with assets, debt and owner's equity three categories
Other index is core, disassembles the index of each classification by different level, and embody between assets, debt and owner's equity
Relationship；
Colour system representation module, for indicating different classes of index, the color of the different depths of same colour system with different colour systems
Indicate the index of the different levels under each classification；
Geometry representation module, for indicating the same category of different indexs of same level with orderly geometry；
Human-computer interaction module, for showing the details of the corresponding financial index of geometry by human-computer interaction.
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Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110347974A (en) * | 2019-05-30 | 2019-10-18 | 重庆金融资产交易所有限责任公司 | Data processing method, device, computer equipment and storage medium |
| CN110389983A (en) * | 2019-07-25 | 2019-10-29 | 四川航天信息有限公司 | A kind of financial data visualization system |
| CN112069167A (en) * | 2020-07-21 | 2020-12-11 | 中国东方红卫星股份有限公司 | Financial health diagnosis system |
| CN112667715A (en) * | 2020-12-04 | 2021-04-16 | 海南太美航空股份有限公司 | Visual analysis method and system based on flight income data and electronic equipment |
| CN112767103A (en) * | 2020-12-30 | 2021-05-07 | 北京知因智慧科技有限公司 | Financial data analysis method and device and electronic equipment |
| WO2021098579A1 (en) * | 2019-11-20 | 2021-05-27 | 深圳前海微众银行股份有限公司 | Chart drawing method, device, apparatus and storage medium |
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012108840A (en) * | 2010-11-19 | 2012-06-07 | Tetsushi Kuronaga | Accounting processing system and processing method therefor |
| CN104021450A (en) * | 2014-06-19 | 2014-09-03 | 北京工商大学 | Conglomerate statement management method and device |
| CN104021449A (en) * | 2014-06-19 | 2014-09-03 | 北京工商大学 | Conglomerate report file merging method and device based on open platform system |
| CN104239319A (en) * | 2013-06-16 | 2014-12-24 | 倪成胜 | Data analysis method |
| CN106599313A (en) * | 2016-12-30 | 2017-04-26 | 上海熠源数据科技有限公司 | Visual data cognition method |
-
2019
- 2019-01-24 CN CN201910070247.3A patent/CN109544050A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012108840A (en) * | 2010-11-19 | 2012-06-07 | Tetsushi Kuronaga | Accounting processing system and processing method therefor |
| CN104239319A (en) * | 2013-06-16 | 2014-12-24 | 倪成胜 | Data analysis method |
| CN104021450A (en) * | 2014-06-19 | 2014-09-03 | 北京工商大学 | Conglomerate statement management method and device |
| CN104021449A (en) * | 2014-06-19 | 2014-09-03 | 北京工商大学 | Conglomerate report file merging method and device based on open platform system |
| CN106599313A (en) * | 2016-12-30 | 2017-04-26 | 上海熠源数据科技有限公司 | Visual data cognition method |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110347974A (en) * | 2019-05-30 | 2019-10-18 | 重庆金融资产交易所有限责任公司 | Data processing method, device, computer equipment and storage medium |
| CN110347974B (en) * | 2019-05-30 | 2023-06-23 | 深圳市鼎为通信有限公司 | Data processing method, device, computer equipment and storage medium |
| CN110389983A (en) * | 2019-07-25 | 2019-10-29 | 四川航天信息有限公司 | A kind of financial data visualization system |
| WO2021098579A1 (en) * | 2019-11-20 | 2021-05-27 | 深圳前海微众银行股份有限公司 | Chart drawing method, device, apparatus and storage medium |
| CN112069167A (en) * | 2020-07-21 | 2020-12-11 | 中国东方红卫星股份有限公司 | Financial health diagnosis system |
| CN112667715A (en) * | 2020-12-04 | 2021-04-16 | 海南太美航空股份有限公司 | Visual analysis method and system based on flight income data and electronic equipment |
| CN112667715B (en) * | 2020-12-04 | 2023-08-18 | 海南太美航空股份有限公司 | Visual analysis method and system based on flight income data and electronic equipment |
| CN112767103A (en) * | 2020-12-30 | 2021-05-07 | 北京知因智慧科技有限公司 | Financial data analysis method and device and electronic equipment |
| CN114819437A (en) * | 2021-01-21 | 2022-07-29 | 京东科技控股股份有限公司 | Financial data processing method and device |
| CN112950346A (en) * | 2021-03-26 | 2021-06-11 | 申静 | Enterprise financial statement automatic analysis system and method |
| CN114723544A (en) * | 2022-05-06 | 2022-07-08 | 建信金融科技有限责任公司 | Financial report data processing method, device, equipment, medium and program product |
| CN114723544B (en) * | 2022-05-06 | 2024-05-14 | 建信金融科技有限责任公司 | Financial data processing method, device, equipment, medium and program product |
| WO2024125673A3 (en) * | 2022-12-12 | 2024-08-02 | 新维陆科技(珠海)有限公司 | Data processing and visualization method, apparatus, medium and device |
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