Data processing method, device, equipment and storage medium for standard statistical reports
By determining the basic items of standard statistical reports and processing project characteristics of target regulatory reports, and establishing standard statistical reports that are compatible with different regulatory reports, the problem that existing regulatory reports cannot adapt to the actual situation in each region is solved, and the efficiency of data collection and analysis is improved.
Patent Information
- Application Number
- CN202111257783.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2021-10-27
- Publication Date
- 2025-05-02
- Estimated Expiration
- 2041-10-27
AI Technical Summary
The regulatory reports of existing local financial organizations have differences in data item selection, data item name, granularity selection, and regulatory indicator design, which has led to the regulatory reports released by national financial regulatory authorities being unable to adapt to the actual situation in various regions, increasing the workload of data collection and analysis difficulty.
By determining the basic items of the standard statistical report based on the original report and processing the target regulatory report based on the preset rules, the project characteristics are obtained to establish standard statistical reports compatible with different regulatory reports.
The scope of use of standard statistical reports has been expanded, which reduces the duplicate collection of data, improves the efficiency of data collection, reduces the difficulty of data analysis, and improves the efficiency of supervision of local financial organizations.
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Figure CN113989003B_ABST
Abstract
Description
Technical Field
[0001] The embodiments of the present invention relate to the field of data processing technology, and in particular to a data processing method, device, equipment and storage medium for standard statistical reports. Background Art
[0002] Local financial organizations, also known as local financial institutions, refer to organizations engaged in financial-related businesses such as microfinance companies, financing guarantee companies, regional equity markets, pawnshops, financial leasing companies, commercial factoring companies, local asset management companies, investment companies, farmers' professional cooperatives, social crowdfunding institutions and various local exchanges, which are regulated by local jurisdictions, in addition to the licensed financial institutions in the banking, securities and insurance industries that are uniformly regulated by the state. Local financial organizations have financial attributes and engage in financial business. At this stage, the state's supervision and legal basis for local financial organizations are relatively weak, and it is easy to accumulate a lot of risks. Moreover, the development of local financial organizations is relatively barbaric, which makes it easier to accumulate financial risks, and also brings many obstacles to the supervision of local financial organizations.
[0003] Off-site supervision is an important part of effective supervision of local financial organizations, and it is also an important means and method for continuous supervision of local financial organizations. With the full application of new generation information technology in the financial industry, the use of information technology is also a necessary means to achieve breakthroughs in financial supervision, and data collection and analysis is the basis of off-site supervision. At present, due to the lack of a mature and standardized financial supervision data collection and reporting system, the existing local financial organization data collection reports and report data collection are mainly divided into two situations. One of the situations is that the supervisors of local financial regulatory departments responsible for supervising different industries usually design statistical reports on the basic situation, assets and liabilities, business conditions, and risk conditions of the local financial institutions they supervise in response to their daily supervision and data statistics reporting needs. This type of regulatory report collection task is issued by the local financial regulatory departments of each province and city to local financial organizations step by step, and the district and county-level financial offices regularly collect and report the data of local financial organizations under their jurisdiction. The provincial and municipal financial regulatory departments summarize the data within their jurisdiction reported by the subordinate units and conduct unified analysis. Another situation is that the national financial regulatory authorities have established a local financial organization statistics system for seven types of local financial organizations, including microfinance companies, financing guarantee companies, regional equity markets, pawnshops, financial leasing companies, commercial factoring companies, and local asset management companies. The statistical content includes the basic situation, assets and liabilities, business situation, and risk situation of local financial organizations. The collection of such regulatory reports is mainly assigned by the national regulatory authorities to the provincial and municipal local financial regulatory authorities, which then assign such tasks to the next level.
[0004] When collecting data from local financial organizations in the above two situations, the regulatory reports issued by the national financial regulatory authorities and the local financial regulatory authorities are quite different in terms of the main indicators and business content, which makes the regulatory reports issued by the national financial regulatory authorities unable to adapt to the risks of the actual local conditions in various regions and unable to meet the actual regulatory needs of the local financial supervision and administration bureaus in various regions. Moreover, the regulatory reports issued by the local financial regulatory authorities in various regions have local characteristics in terms of data item selection, data item name, granularity selection, and regulatory indicator design, which are difficult to unify and difficult to compare horizontally between regions. In addition, in data collection, local financial regulatory authorities usually use the regulatory reports issued by local financial regulatory authorities and the work reports used in the past to collect data, which makes the local financial regulatory authorities collect many identical data items repeatedly and it is difficult to unify and analyze the different data items uniformly. This makes the regulatory reports issued by the national financial regulatory authorities and the regulatory reports issued by the local financial regulatory authorities have certain limitations, and the workload of data collection will be increased due to the repeated collection of the same data items. Summary of the invention
[0005] The embodiment of the present invention provides a data processing method, device, equipment and storage medium for a standard statistical report, so as to increase the application scope of the standard statistical report and improve the efficiency of data collection.
[0006] In a first aspect, an embodiment of the present invention provides a method for processing data of a standard statistical report, characterized by comprising:
[0007] Determining the basic items of the standard statistical report according to the original report; wherein the original report includes at least one initial regulatory report;
[0008] Processing at least two target supervision reports according to preset rules to obtain item features of the target supervision reports;
[0009] A standard statistical report is established based on the project characteristics and the basic projects.
[0010] Optionally, the basic items of the standard statistical report are determined according to the original report, including:
[0011] The basic items of the standard statistical report are determined according to the item labels in the original report.
[0012] Optionally, the basic items include item categories, table samples and indicators.
[0013] Optionally, the item category is the same as the item category of the original report.
[0014] Optionally, the project characteristics include a header, an indicator, an indicator definition, a unit, a project category and an association relationship.
[0015] Optionally, processing at least two target supervision reports according to preset rules to obtain item features of the target supervision reports includes:
[0016] Parse the target supervision report according to preset rules to obtain items of the target supervision report;
[0017] The item characteristics of the target supervision report are determined according to the items of the target supervision report and the logical relationship between the items.
[0018] Optionally, a standard statistical report is established based on the project characteristics and the basic project, including:
[0019] Determine the difference between the project in the target supervision report and the basic project according to the project characteristics;
[0020] The basic items of the standard statistical report are updated according to the differences between the items in the target supervision report and the basic items; wherein, when the indicators of the items in the target supervision report and the basic items are the same, the items in the target supervision report and the basic items are merged; when the indicators of the items in the target supervision report and the basic items are of the same type, the items in the target supervision report are classified into the basic items of the same type; when the indicators of the items in the target supervision report and the basic items are of different types, the items in the target supervision report are redefined;
[0021] The standard statistical report is established according to the updated basic items of the standard statistical report.
[0022] Optionally, redefining the items in the target supervision report includes:
[0023] Determining that the items in the target supervision report are to-be-processed items according to the indicators of the items in the target supervision report and the basic items being of different categories;
[0024] Process the pending items according to external instructions; when the external instruction is a delete instruction, delete the pending items; or when the external instruction is a modify instruction, modify the pending items so that the indicators of the pending items and the basic items are the same or of the same type; or when the external instruction is an add instruction, add the pending items as the basic items of the standard statistical report.
[0025] Optionally, when the external instruction is an add instruction, when the item to be processed is added as a basic item of the standard statistical report, it also includes:
[0026] The project characteristics of the project to be processed are added to the basic projects of the standard statistical report.
[0027] Optionally, after updating the basic items of the standard statistical report according to the differences between the items in the target supervision report and the basic items, the method further includes:
[0028] The statistical dimensions, collection frequency, statistical units and cross-references of the standard statistical report are defined according to the updated basic items.
[0029] Optionally, the statistical dimension, collection frequency, statistical unit and cross-reference relationship of the standard statistical report are defined according to the updated basic project, including:
[0030] The statistical dimensions, collection frequency, statistical units and cross-references of the original report are adaptively modified according to the updated basic items to define the statistical dimensions, collection frequency, statistical units and cross-references of the standard statistical report.
[0031] Optionally, the original reports include regional regulatory reports and national unified statistical system reports.
[0032] In a second aspect, an embodiment of the present invention further provides a data processing device for a standard statistical report, comprising:
[0033] A basic item determination module, used to determine the basic items of the standard statistical report according to the original report; wherein the original report includes at least one initial supervision report;
[0034] A project feature acquisition module, used to process at least two target supervision reports according to preset rules to obtain project features of the target supervision reports;
[0035] The report creation module is used to create standard statistical reports based on the project characteristics and the basic projects.
[0036] In a third aspect, an embodiment of the present invention further provides a device, the device comprising:
[0037] one or more processors;
[0038] A storage device for storing one or more programs;
[0039] When the one or more programs are executed by the one or more processors, the one or more processors implement the data processing method of the standard statistical report as described above.
[0040] In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements the data processing method for the standard statistical report as described above.
[0041] The technical solution of the embodiment of the present invention determines the basic items of the standard statistical report through the original report, and then according to the items of at least two target regulatory reports and the basic items, the standard statistical report can be compatible with the initial regulatory report and the items of at least two target regulatory reports when collecting data from local financial organizations, so that different regions can use the standard statistical report, increase the scope of use of the standard statistical report, reduce repeated data collection, and improve the efficiency of data collection. At the same time, it can reduce the differences in regulatory reports in different regions, improve the versatility of standard statistical reports, reduce the difficulty of data analysis, and further improve the efficiency of local financial organization supervision. BRIEF DESCRIPTION OF THE DRAWINGS
[0042] Figure 1 A flow chart of a data processing method for a standard statistical report provided by an embodiment of the present invention;
[0043] Figure 2 A flow chart of another method for processing data of a standard statistical report provided by an embodiment of the present invention;
[0044] Figure 3 A flow chart of another method for processing data of a standard statistical report provided by an embodiment of the present invention;
[0045] Figure 4 A flow chart of another method for processing data of a standard statistical report provided by an embodiment of the present invention;
[0046] Figure 5 A schematic diagram of the structure of a data processing device for a standard statistical report provided by an embodiment of the present invention;
[0047] Figure 6 It is a structural diagram of a terminal provided in Embodiment 4 of the present invention. DETAILED DESCRIPTION
[0048] The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It is to be understood that the specific embodiments described herein are only used to explain the present invention, rather than to limit the present invention. It should also be noted that, for ease of description, only parts related to the present invention, rather than all structures, are shown in the accompanying drawings.
[0049] Figure 1This is a flow chart of a data processing method for a standard statistical report provided by an embodiment of the present invention. This embodiment is applicable to the situation where financial regulatory authorities use regulatory reports to collect data from local financial organizations. The method can be executed by a data processing device for standard statistical reports. The device can be implemented in software and / or hardware. The device can be configured in an electronic device, such as a server or a terminal device. Typical terminal devices include mobile terminals, specifically mobile phones, computers or tablet computers, etc. Figure 1 As shown, the method may specifically include:
[0050] S110, determining basic items of a standard statistical report based on an original report; wherein the original report includes at least one initial regulatory report;
[0051] Among them, the initial regulatory report can be any existing regulatory report used to count the data of local financial organizations. For example, the initial regulatory report can be a regulatory report issued by a local financial regulatory department, or it can be a regulatory report issued by a national financial regulatory department. The basic items of the standard statistical report can characterize the style of the standard statistical report and the project indicators of the standard statistical report for counting the data of local financial organizations, so as to determine the role of the standard statistical report in counting the data of local financial organizations. The original report may include at least one initial regulatory report, and the basic items of the standard statistical report are determined through the original report to ensure the reliability of the standard statistical report for counting the data of local financial organizations. For example, the items in the original report used to characterize the data of local financial organizations can be extracted to the standard statistical report as the basic items of the standard statistical report. The basic items of the standard statistical report can be stored in the project library for easy subsequent retrieval and adjustment.
[0052] S120, processing at least two target supervision reports according to preset rules to obtain project features of the target supervision reports;
[0053] Among them, the target regulatory report can be a regulatory report that needs to be included in the standard statistical report, which is used to count the data of local financial organizations. For example, when the scope of use of the standard statistical report includes a certain region, the target regulatory report can be a regulatory report issued by the local financial regulatory department of the region, and the target regulatory report can also be a regulatory report issued by the national financial regulatory department. The preset rules can be pre-set according to the parsing rules of the target regulatory report. By parsing the target regulatory report according to the preset rules, the items in the target regulatory report can be extracted, thereby obtaining the project characteristics of the target regulatory report. Among them, different target regulatory reports can have different items. When parsing different target regulatory reports, the items of different target regulatory reports can be extracted respectively, thereby obtaining the project characteristics of different target regulatory reports.
[0054] S130. Establish standard statistical reports based on project characteristics and basic projects.
[0055] Among them, after determining the project characteristics and basic projects, the differences between the projects in the target regulatory report and the basic projects of the standard statistical report can be determined, and then the basic projects can be updated according to the project characteristics, and the standard statistical report can be established according to the updated basic projects, so that the standard statistical report can be compatible with the initial regulatory report and at least two target regulatory reports when collecting data from local financial organizations, so that different regions can use standard statistical reports, increase the scope of use of standard statistical reports, reduce repeated data collection, and improve data collection efficiency. At the same time, it can reduce the differences in regulatory reports in different regions, improve the versatility of standard statistical reports, reduce the difficulty of data analysis, and further improve the efficiency of local financial organization supervision.
[0056] The technical solution of this embodiment determines the basic items of the standard statistical report through the original report, and then according to the items of at least two target regulatory reports and the basic items, the standard statistical report can be compatible with the initial regulatory report and the items of at least two target regulatory reports when collecting data from local financial organizations, so that different regions can use standard statistical reports, increase the scope of use of standard statistical reports, reduce repeated data collection, and improve the efficiency of data collection. At the same time, it can reduce the differences in regulatory reports in different regions, improve the versatility of standard statistical reports, reduce the difficulty of data analysis, and further improve the efficiency of local financial organization supervision.
[0057] Based on the above technical solution, the basic items of the standard statistical report are determined according to the original report, including:
[0058] Determine the basic items of the standard statistical report based on the item labels in the original report.
[0059] Among them, the project label can be the interpretation of the project. Through the content of the project label, it is easy to understand the project in the original report. Exemplarily, the project label can be a format annotation of the project, and can also be an annotation of the relationship between projects. According to the project label in the original report, the project in the original report can be identified, and then according to the role of the project in the original report in representing the data of local financial organizations, it is determined whether the project is used as the basic project of the standard statistical report, so that the basic project of the standard statistical report can be determined.
[0060] Based on the above technical solutions, the basic projects include project categories, forms and indicators.
[0061] Among them, the project category is an attribute formed after the project is classified according to certain conditions. Exemplarily, the project can be classified according to the indicator attribute of the project. For example, the indicator attribute of the project can be the basic information of the indicator corresponding to the ontology, and the project of this type can be classified into the same project category. The indicator attribute of the project can be other information of the indicator corresponding to the ontology, and the project of this type can be classified into the same project category. A specific example of one of them can be that the indicator corresponding to the ontology is a natural person, and the indicator attribute of the project can be the basic information of the natural person, such as basic information such as name, age and gender, and the projects corresponding to this type of basic information can be classified into the same project category. The indicator attribute of the project can also be other information of the natural person, such as work experience, and the projects corresponding to this type of other information can be classified into the same project category. When the basic project includes the project category, the attribute of the basic project can be preliminarily determined according to the project category. The table sample can determine the style of the standard statistical report. The indicator can characterize the role of the standard statistical report in statistical data of local financial organizations. Moreover, the number of rows and columns of the standard statistical report can also be determined according to the number and position of the indicators, so that the overall layout of the standard statistical report can be preliminarily determined.
[0062] Based on the above technical solution, when the basic item includes an item category, the item category is the same as the item category of the original report.
[0063] Among them, the basic items are determined by the original report, so that the basic items can directly use the project categories in the original report for project classification, that is, the project categories included in the basic items are the same as the project categories in the original report, which can simplify the setting process of the project categories of the basic items and is conducive to simplifying the data processing process of the standard statistical report.
[0064] It should be noted that in other embodiments, the project category of the basic project may be different from the project category of the original report. After determining the basic project of the standard statistical report, the project category of the basic project may be set according to the rules for using the standard statistical report to count the data of local financial organizations, so that the standard statistical report can be used to facilitate statistics when counting the data of local financial organizations.
[0065] Based on the above technical solutions, project characteristics include headers, indicators, indicator definitions, units, project categories and associations.
[0066] Among them, the project characteristics can characterize the uniqueness of the project. For example, the items listed in the header are the basic items that are indispensable when analyzing the results of the standard statistical report. The header can reflect the statistical situation of the standard statistical report. The indicators and indicator definitions can reflect the specific meaning of the indicators, the units can reflect the numerical size of the indicators, the project categories can determine the classification attributes of the indicators, and the association relationships can reflect the logical relationships between different projects. The meaning of the project can be determined through the above project characteristics.
[0067] On the basis of the above technical solution, the original report includes the regional regulatory report and the national unified statistical system report. At this time, the original report can determine the basic items of the standard statistical report according to the items in the regional regulatory report and the items in the national unified statistical system report, so that the basic items of the standard statistical report take into account the items of the regional regulatory report and the items of the national unified statistical system report at the same time, thereby further improving the reliability of the standard statistical report for statistical data of local financial organizations.
[0068] Figure 2 This is a flow chart of another method for processing data of standard statistical reports provided by an embodiment of the present invention. Based on the above embodiment, this embodiment further optimizes the above method for processing data of standard statistical reports. Figure 2 As shown, the method of this embodiment specifically includes:
[0069] S210, determining basic items of a standard statistical report based on an original report; wherein the original report includes at least one initial regulatory report;
[0070] S220, parsing the target supervision report according to preset rules to obtain items of the target supervision report;
[0071] Before parsing the target supervision report, the target supervision report that needs to be included can be retrieved according to the requirements of the standard statistical report. After determining the target supervision report, different target supervision reports can be parsed according to preset rules to obtain the items of each target supervision report. Exemplarily, the preset rules can parse the items of each target supervision report according to the positional relationship between the rows and columns of the target supervision report.
[0072] S230. Determine the item characteristics of the target supervision report according to the items of the target supervision report and the logical relationship between the items.
[0073] Among them, after determining the project of the target supervision report, the project attribute characteristics of the project itself can be filled into the project characteristics. For example, the project attribute characteristics of the project itself can include table headers, indicators, indicator definitions, and project categories. Moreover, the logical relationship between projects can be filled into the project characteristics to characterize the association relationship between projects, which is beneficial. For example, the logical relationship between projects can be the logical relationship between the corresponding indicators of the projects, such as the dependency relationship between indicator definitions, or the operation relationship corresponding to the indicator values.
[0074] S240. Establish standard statistical reports based on project characteristics and basic projects.
[0075] Figure 3This is a flow chart of another method for processing data of standard statistical reports provided by an embodiment of the present invention. Based on the above embodiment, this embodiment further optimizes the above method for processing data of standard statistical reports. Figure 3 As shown, the method of this embodiment specifically includes:
[0076] S310, determining basic items of a standard statistical report according to an original report; wherein the original report includes at least one initial regulatory report;
[0077] S320, processing at least two target supervision reports according to preset rules to obtain project features of the target supervision reports;
[0078] S330. Determine the differences between the projects in the target supervision report and the basic projects based on the project characteristics;
[0079] After determining the project characteristics of the project in the target supervision report, the attributes and meanings of the project in the target supervision report can be determined according to the project characteristics, so that the difference between the project in the target supervision report and the basic project can be determined. For example, the difference can be at least one of an indicator difference, an indicator definition difference, and a project category difference.
[0080] S340, updating the basic items of the standard statistical report according to the differences between the items in the target supervision report and the basic items; wherein, when the indicators of the items in the target supervision report and the basic items are the same, the items in the target supervision report and the basic items are merged; when the indicators of the items in the target supervision report and the basic items are of the same type, the items in the target supervision report are classified into basic items of the same type; when the indicators of the items in the target supervision report and the basic items are of different types, the items in the target supervision report are redefined;
[0081] Among them, the category of the basic project can be the same as or different from the project category of the project in the target supervision report. When there is a difference between the project in the target supervision report and the basic project, the difference range between the project in the target supervision report and the basic project can be determined first, and then the update process of the basic project can be determined based on the difference range. For example, when the indicators of the project in the target supervision report and the basic project are the same, the project in the target supervision report and the basic project are merged, and the basic project remains unchanged during the update. When the indicators of the project in the target supervision report and the basic project are of the same type, the project in the target supervision report is divided into the basic projects of the same type. At this time, when the basic project is updated, the basic projects of the same type are added with the projects in the target supervision report, so as to realize the pre-classification of the projects in the target supervision report. When the indicators of the project in the target supervision report and the basic project are of different types, the project in the target supervision report is redefined, and the basic project can be updated according to the definition results after the redefinition of the project in the target supervision report.
[0082] S350. Create a standard statistical report based on the basic items of the updated standard statistical report.
[0083] Among them, after updating the basic items of the standard statistical report, the updated basic items can be compatible with the items in the target regulatory report. Then, according to the basic project supervision standard statistical report, the scope of use of the standard statistical report can be increased, the repeated collection of data can be reduced, and the efficiency of data collection can be improved. At the same time, the differences in regulatory reports in different regions can be reduced, the versatility of standard statistical reports can be improved, the difficulty of data analysis can be reduced, and the efficiency of local financial organization supervision can be further improved.
[0084] Optionally, in step S340, the items in the target supervision report are redefined, including:
[0085] Determine the items in the target supervision report as pending items according to the indicators of the items in the target supervision report and the basic items;
[0086] Among them, when the indicators of the items in the target supervision report and the basic items are of different categories, they may be items that are incorrectly identified or cannot be identified during the parsing process. For example, the items in the target supervision report may be items other than the basic items, or they may be items that are incorrectly identified during the parsing of the target supervision report. In this case, they can be set as pending items.
[0087] Process the pending items according to external instructions; when the external instruction is a delete instruction, delete the pending items; or when the external instruction is a modify instruction, modify the pending items so that the indicators of the pending items and the basic items are the same or of the same type; or when the external instruction is an add instruction, add the pending items as the basic items of the standard statistical report.
[0088] Wherein, after determining the pending project, the pending project can be processed according to the external instruction. The external instruction can be an instruction input by the user. For example, the external instruction can be a delete instruction, a modify instruction, and an add instruction, etc. When the external instruction can be a delete instruction, the pending project is directly deleted, and the pending project will not be added to the basic project. Exemplarily, the indicators of the pending project and the indicators of the basic project are repetitive, so that the repeated indicators between the target monitoring report and the original report can be removed. When the external instruction is a modify instruction, the pending project is modified so that the indicators of the pending project and the basic project are the same or of the same type. At this time, the pending project is added to the basic project, merged with the same indicator in the basic project, or classified into the same category with the same indicator, so as to realize the reclassification of the basic project, so that the standard statistical report formed by the basic project can take into account the characteristics of multiple target supervision reports. When the external instruction is an add instruction, the pending project is added as the basic project of the standard statistical report, so that the standard statistical report formed by the basic project can further take into account the characteristics of multiple target supervision reports, so that different regions can use the standard statistical report at the same time, increase the scope of use of the standard statistical report, reduce the repeated collection of data, and improve the efficiency of data collection. At the same time, it can reduce the differences in regulatory reports between different regions, improve the universality of standard statistical reports, reduce the difficulty of data analysis, and further improve the efficiency of supervision of local financial organizations.
[0089] Optionally, when the external instruction is an add instruction, when adding the item to be processed as a basic item of the standard statistical report, it also includes:
[0090] Add the project characteristics of the project to be processed to the base project of the standard statistical report.
[0091] When processing at least two target supervision reports, the project characteristics of the target supervision reports can be obtained, including the project characteristics of the pending project. When adding the pending project as the basic project of the standard statistical report, the project characteristics of the pending project are added to the standard statistical report at the same time, which can improve the project attributes of the pending project and further improve the standard statistical report.
[0092] Figure 4 This is a flow chart of another method for processing data of standard statistical reports provided by an embodiment of the present invention. Based on the above embodiment, this embodiment further optimizes the above method for processing data of standard statistical reports. Figure 4 As shown, the method of this embodiment specifically includes:
[0093] S410, determining basic items of a standard statistical report according to an original report; wherein the original report includes at least one initial regulatory report;
[0094] S420, processing at least two target supervision reports according to preset rules to obtain project features of the target supervision reports;
[0095] S430. Determine the difference between the project and the basic project in the target supervision report according to the project characteristics;
[0096] S440, updating the basic items of the standard statistical report according to the differences between the items in the target supervision report and the basic items; wherein, when the indicators of the items in the target supervision report and the basic items are the same, merging the items in the target supervision report and the basic items; when the indicators of the items in the target supervision report and the basic items are of the same type, classifying the items in the target supervision report into basic items of the same type; when the indicators of the items in the target supervision report and the basic items are of different types, redefining the items in the target supervision report;
[0097] S450. Define the statistical dimensions, collection frequency, statistical units and cross-references of the standard statistical report according to the updated basic project.
[0098] Among them, after determining the basic items of the standard statistical report, the statistical dimension, collection frequency, statistical unit and cross-reference relationship of the standard statistical report can be determined according to the number of basic items and item characteristics, thereby improving the description of the standard statistical report and facilitating the use of the standard statistical report.
[0099] Optionally, define the statistical dimensions, collection frequency, statistical units, and cross-reference relationships of the standard statistical report based on the updated basic project, including:
[0100] The statistical dimensions, collection frequency, statistical units and cross-references of the original report are adaptively modified according to the updated basic items to define the statistical dimensions, collection frequency, statistical units and cross-references of the standard statistical report.
[0101] Among them, the original report has limitations such as statistical dimensions, collection frequency, statistical units and cross-references, which are used to explain the original report. After determining the basic items of the standard statistical report, the statistical dimensions, collection frequency, statistical units and cross-references of the original report can be directly and adaptively modified according to the basic items to obtain the statistical dimensions, collection frequency, statistical units and cross-references of the standard statistical report, thereby simplifying the data processing process of the standard statistical report and simplifying the establishment of the standard statistical report.
[0102] S460. Create a standard statistical report based on the basic items of the updated standard statistical report.
[0103] Figure 5The present invention provides a schematic diagram of the structure of a data processing device for standard statistical reports. This embodiment is applicable to the situation where financial regulatory authorities use regulatory reports to collect data from local financial organizations. The data processing device for standard statistical reports provided by the embodiment of the present invention can execute the data processing method for standard statistical reports provided by any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.
[0104] The device specifically includes a basic project determination module 510, a project feature acquisition module 520 and a report creation module 530, wherein:
[0105] The basic project determination module 510 is used to determine the basic projects of the standard statistical report based on the original report; wherein the original report includes at least one initial regulatory report; the project feature acquisition module 520 is used to process at least two target regulatory reports according to preset rules to obtain the project features of the target regulatory reports; the report establishment module 530 is used to establish a standard statistical report based on the project features and basic projects.
[0106] The data processing device for standard statistical reports provided in the embodiment of the present invention can execute the data processing method for standard statistical reports provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.
[0107] Figure 6 It is a structural diagram of a terminal provided in Embodiment 4 of the present invention. Figure 6 A block diagram of an exemplary device 412 suitable for use in implementing embodiments of the present invention is shown. Figure 6 The device 412 shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present invention.
[0108] like Figure 6 As shown, the device 412 is in the form of a general purpose device. The components of the device 412 may include, but are not limited to: one or more processors 416, a storage device 428, and a bus 418 that connects different system components (including the storage device 428 and the processor 416).
[0109] Bus 418 represents one or more of several types of bus structures, including a storage device bus or storage device controller, a peripheral bus, an accelerated graphics port, a processor or a local bus using any of a variety of bus architectures. For example, these architectures include but are not limited to Industry Subversive Alliance (ISA) bus, Micro Channel Architecture (MAC) bus, Enhanced ISA bus, Video Electronics Standards Association (VESA) local bus and Peripheral Component Interconnect (PCI) bus.
[0110] Device 412 typically includes a variety of computer system readable media. These media can be any available media that can be accessed by device 412, including volatile and non-volatile media, removable and non-removable media.
[0111] Storage device 428 may include computer system readable media in the form of volatile memory, such as random access memory (RAM) 430 and / or cache memory 432. Device 412 may further include other removable / non-removable, volatile / non-volatile computer system storage media. By way of example only, storage system 434 may be used to read and write non-removable, non-volatile magnetic media ( Figure 6 not shown, usually called a "hard drive"). Although Figure 6 Not shown in the figure, a disk drive for reading and writing a removable non-volatile disk (e.g., a "floppy disk"), and an optical disk drive for reading and writing a removable non-volatile optical disk, such as a read-only optical disk (Compact Disc Read-Only Memory, CD-ROM), a digital video disk (Digital Video Disc-Read Only Memory, DVD-ROM) or other optical media) may be provided. In these cases, each drive may be connected to the bus 418 via one or more data medium interfaces. The storage device 428 may include at least one program product having a set (e.g., at least one) of program modules that are configured to perform the functions of the various embodiments of the present invention.
[0112] A program / utility 440 having a set (at least one) of program modules 442 may be stored, for example, in storage device 428, such program modules 442 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each of which or some combination may include an implementation of a network environment. Program modules 442 generally perform the functions and / or methods of the embodiments described herein.
[0113] The device 412 may also communicate with one or more external devices 414 (e.g., a keyboard, a pointing terminal, a display 424, etc.), one or more terminals that enable a user to interact with the device 412, and / or any terminal that enables the device 412 to communicate with one or more other computing terminals (e.g., a network card, a modem, etc.). Such communication may be performed through an input / output (I / O) interface 422. Furthermore, the device 412 may also communicate with one or more networks (e.g., a local area network (LAN), a wide area network (WAN), and / or a public network, such as the Internet) through a network adapter 420. Figure 6 As shown, the network adapter 420 communicates with other modules of the device 412 via the bus 418. It should be understood that, although not shown in the figure, other hardware and / or software modules can be used in conjunction with the device 412, including but not limited to: microcode, terminal drivers, redundant processors, external disk drive arrays, disk arrays (Redundant Arrays of Independent Disks, RAID) systems, tape drives, and data backup storage systems.
[0114] The processor 416 executes various functional applications and data processing by running the programs stored in the storage device 428, such as implementing the data processing method of the standard statistical report provided in the embodiment of the present invention, which includes:
[0115] Determine the basic items of the standard statistical report based on the original report; wherein the original report includes at least one initial regulatory report;
[0116] Processing at least two target regulatory reports according to preset rules to obtain project characteristics of the target regulatory reports;
[0117] Establish standard statistical reports based on project characteristics and basic projects.
[0118] Embodiment 5 of the present invention further provides a computer-readable storage medium on which a computer program is stored. When the program is executed by a processor, the data processing method of the standard statistical report provided in the embodiment of the present invention is implemented. The method includes:
[0119] Determine the basic items of the standard statistical report based on the original report; wherein the original report includes at least one initial regulatory report;
[0120] Processing at least two target regulatory reports according to preset rules to obtain project characteristics of the target regulatory reports;
[0121] Establish standard statistical reports based on project characteristics and basic projects.
[0122] The computer storage medium of the embodiment of the present invention can adopt any combination of one or more computer-readable media. The computer-readable medium can be a computer-readable signal medium or a computer-readable storage medium. The computer-readable storage medium can be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples (non-exhaustive list) of computer-readable storage media include: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In this document, a computer-readable storage medium can be any tangible medium containing or storing a program, which can be used by an instruction execution system, device or device or used in combination with it.
[0123] Computer-readable signal media may include data signals propagated in baseband or as part of a carrier wave, which carry computer-readable program code. Such propagated data signals may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. Computer-readable signal media may also be any computer-readable medium other than a computer-readable storage medium, which may send, propagate, or transmit a program for use by or in conjunction with an instruction execution system, apparatus, or device.
[0124] Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
[0125] Computer program code for performing the operations of the present invention may be written in one or more programming languages or a combination thereof, including object-oriented programming languages such as Java, Smalltalk, C++, and conventional procedural programming languages such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or terminal. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., through the Internet using an Internet service provider).
[0126] Note that the above are only preferred embodiments of the present invention and the technical principles used. Those skilled in the art will understand that the present invention is not limited to the specific embodiments herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the scope of protection of the present invention. Therefore, although the present invention has been described in more detail through the above embodiments, the present invention is not limited to the above embodiments, and may include more other equivalent embodiments without departing from the concept of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims
1. A data processing method for standard statistical reports, characterized in that: include: Determine the basic items of the standard statistical report according to the original report; wherein the original report includes at least one initial regulatory report; the initial regulatory report is any existing regulatory report; the basic items include project categories, table samples and indicators; Processing at least two target supervision reports according to preset rules to obtain project characteristics of the target supervision reports; the target supervision report is a supervision report of the region to which the standard statistical report belongs; the project characteristics include table header, indicator, indicator definition, unit, project category and association relationship; A standard statistical report is established based on the project characteristics and the basic projects, including: determining the differences between the projects in the target supervision report and the basic projects based on the project characteristics; updating the basic projects of the standard statistical report based on the differences between the projects in the target supervision report and the basic projects; and establishing the standard statistical report based on the updated basic projects of the standard statistical report.
2. The method according to claim 1, characterized in that The basic items of the standard statistical report are determined based on the original report, including: The basic items of the standard statistical report are determined according to the item labels in the original report.
3. The method according to claim 1, characterized in that The item category is the same as that of the original report.
4. The method according to claim 1, characterized in that: Processing at least two target supervision reports according to preset rules to obtain item features of the target supervision reports includes: Parse the target supervision report according to preset rules to obtain items of the target supervision report; The item characteristics of the target supervision report are determined according to the items of the target supervision report and the logical relationship between the items.
5. The method according to claim 1, characterized in that Updating the basic items of the standard statistical report according to the differences between the items in the target supervision report and the basic items includes: When the indicators of the items in the target supervision report and the basic items are the same, the items in the target supervision report and the basic items are merged; when the indicators of the items in the target supervision report and the basic items are of the same type, the items in the target supervision report are classified into the basic items of the same type; when the indicators of the items in the target supervision report and the basic items are of different types, the items in the target supervision report are redefined.
6. The method according to claim 5, characterized in that Redefine the items in the target regulatory report, including: Determining that the items in the target supervision report are to-be-processed items according to the indicators of the items in the target supervision report and the basic items being of different categories; Process the pending items according to external instructions; when the external instruction is a delete instruction, delete the pending items; or when the external instruction is a modify instruction, modify the pending items so that the indicators of the pending items and the basic items are the same or of the same type; or when the external instruction is an add instruction, add the pending items as the basic items of the standard statistical report.
7. The method according to claim 6, characterized in that When the external instruction is an add instruction, when the item to be processed is added as a basic item of the standard statistical report, it also includes: The project characteristics of the project to be processed are added to the basic projects of the standard statistical report.
8. The method according to claim 1, characterized in that After updating the basic items of the standard statistical report according to the differences between the items in the target supervision report and the basic items, the method further includes: The statistical dimensions, collection frequency, statistical units and cross-references of the standard statistical report are defined according to the updated basic items.
9. The method according to claim 8, characterized in that The statistical dimensions, collection frequency, statistical units and cross-reference relationships of the standard statistical report are defined according to the updated basic items, including: The statistical dimensions, collection frequency, statistical units and cross-references of the original report are adaptively modified according to the updated basic items to define the statistical dimensions, collection frequency, statistical units and cross-references of the standard statistical report.
10. The method according to claim 1, characterized in that The original reports include regional regulatory reports and national unified statistical system reports.
11. A data processing device for standard statistical reports, characterized in that: include: A basic item determination module is used to determine the basic items of the standard statistical report according to the original report; wherein the original report includes at least one initial regulatory report; the initial regulatory report is any existing regulatory report; the basic items include project categories, table samples and indicators; A project feature acquisition module, used for processing at least two target supervision reports according to preset rules to obtain project features of the target supervision reports; the target supervision report is a supervision report of the region to which the standard statistical report belongs; the project features include table headers, indicators, indicator definitions, units, project categories and association relationships; A report creation module, used to create a standard statistical report based on the project characteristics and the basic project; The report establishment module is specifically used to determine the differences between the items in the target supervision report and the basic items based on the project characteristics; update the basic items of the standard statistical report based on the differences between the items in the target supervision report and the basic items; and establish the standard statistical report based on the updated basic items of the standard statistical report.
12. A device, characterized in that: The device comprises: one or more processors; A storage device for storing one or more programs; When the one or more programs are executed by the one or more processors, the one or more processors implement the data processing method for the standard statistical report as described in any one of claims 1-10.
13. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the data processing method for the standard statistical report as described in any one of claims 1 to 10 is implemented.
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