Big data analysis method and device, electronic equipment and storage medium

An analysis method and data analysis technology, applied in the field of big data, can solve the problems of difficult data quality assurance, data discrepancy, and low accuracy of data analysis results, so as to improve diversity and flexibility, facilitate management, and avoid accurate analysis results. low rate effect
CN113268478APending Publication Date: 2021-08-17CHINA PING AN LIFE INSURANCE CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Current Assignee / Owner
CHINA PING AN LIFE INSURANCE CO LTD
Publication Date
2021-08-17

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Abstract

The invention relates to the technical field of big data, and provides a big data analysis method and device, electronic equipment and a storage medium, and the method comprises the steps: analyzing a data analysis request, and obtaining to-be-analyzed data according to a data theme in a business demand; when it is monitored that the to-be-analyzed data meets preset quality requirements and data rule requirements in business requirements, pushing the to-be-analyzed data to a data warehouse for preprocessing, and then determining first data; reading the first data to a corresponding data pipeline, and writing the first data into a data landing layer; calling a data pipeline configuration operation in the data landing layer, and executing the operation to obtain second data; and loading the second data to a data display layer for display. According to the method, the to-be-analyzed data is pushed into the data warehouse, the data of the same data theme is subjected to the unified aperture, the accuracy and integrity of the first data are ensured, and the accuracy of the data analysis result is improved.
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Description

technical field

[0001] The present invention relates to the field of big data technology, in particular to a big data analysis method, device, electronic equipment and storage medium. Background technique

[0002] At present, big data analysis is facing data source and data quality problems. The quality of data in data reports is uneven, and the data of the same data subject may come from multiple different data sources. The existing technology does not monitor the quality of the data of the data source, and directly obtains the data report according to the acquired data.

[0003] However, because the data of the same data subject comes from multiple data sources, there are differences in the data, and the data quality is difficult to guarantee, resulting in low accuracy of data analysis results.

[0004] Therefore, it is necessary to provide a method for fast and accurate data analysis. Contents of the invention

[0005] In view of the above, it is necessary to propose ...

Claims

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