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Applied in the field of taxation, various analysis methods were utilized to ultimately establish a data cleaning model. The system includes monitoring the quality of Jinsan data, repeatedly cleaning, and ultimately improving the data quality. The software belongs to the "Golden Three" system data cleaning auxiliary system, including data import, cleaning rule definition, data cleaning statistics, and management data quality monitoring, combined with localized characteristic requirements.

First, building a comprehensive social tax governance system means establishing a tax information linkage and sharing platform led by the government among various departments, forming "one platform and multi-department cooperation in comprehensive social tax governance", improving the comprehensive social tax governance management system, achieving interconnection and intercommunication of tax information among government departments, real-time data flow, creating a legal, fair and orderly tax environment, and ensuring tax governance in accordance with the law and scientific quantification.

Second, strengthen seamless control over tax sources, reduce loopholes in tax collection and administration, build a tax information data platform, improve the application model for tax information collection and early warning in the industry, actively establish a long-term mechanism for social collaborative control over tax sources, minimize tax loss to the greatest extent, and ensure that all due taxes are collected.

Third, enhance the mining and utilization of tax source information, improve the level of analysis and judgment, build a tax information data platform, and strengthen the analysis of information such as tax status, industry structure, tax source distribution, and tax development trends, providing scientific and true reference data for the government's macroeconomic management and decision-making.

We will achieve the goals of high processing efficiency, fast response, safety and reliability, standard specifications, centralized operation throughout the region, resource sharing, quality management, convenient operation and maintenance, sustainable development, smooth transition, vivid graphics and text, intelligent push, non repudiation, and traceable records.

Strengthen tax source control. Relying on the tax related information exchange platform, a large amount of valuable information has been collected. Transforming previously hidden and potential tax sources into real tax sources; Transforming potential tax sources into real income, effectively plugging loopholes in tax collection and eliminating blind spots in tax collection and management. We have established a comprehensive and three-dimensional tax source management network, expanding tax source control from a few administrative departments to all departments and units related to tax source management, effectively strengthening tax source control.