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End-to-end data exploration method and device, computer equipment and storage medium

A kind of computer equipment and data technology, applied in the field of data processing, can solve the problem of incomplete data analysis and achieve the effect of small intrusion

Pending Publication Date: 2021-03-02
ZHEJIANG DAHUA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The embodiment of the present application provides an end-to-end data exploration method, device, computer equipment and storage medium to at least solve the problem of incomplete data analysis in related technologies

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  • End-to-end data exploration method and device, computer equipment and storage medium

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Embodiment Construction

[0045] In order to make the purpose, technical solutions and advantages of the present application clearer, the present application will be described and illustrated below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application. Based on the embodiments provided in the present application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

[0046] Obviously, the accompanying drawings in the following description are only some examples or embodiments of the present application, and those skilled in the art can also apply the present application to other similar scenarios. In addition, it can also be understood that although such development efforts may be complex and lengthy, for those of ...

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Abstract

The invention relates to an end-to-end data exploration method and device, computer equipment and a storage medium, and the method is disposed in the computer equipment in a containerized manner, andcomprises the steps: obtaining sampling data based on a data exploration instruction; determining exploration configuration information corresponding to the sampling data, wherein the exploration configuration information comprises a plurality of data exploration dimensions; performing multi-dimensional exploration analysis on the sampling data based on the plurality of data exploration dimensionsto obtain a multi-dimensional exploration index; wherein the multi-dimensional exploration indexes comprise a data volume index, a table complexity index, a table quality index and a table value index; and visually displaying the multi-dimensional exploration index according to a preset template. According to the method and the device, the business data can be represented from multiple dimensions, and the characteristics of the business data are fully reflected, so that effective support is provided for data evaluation and utilization of the next link.

Description

technical field [0001] The present application relates to the technical field of data processing, in particular to an end-to-end data exploration method, device, computer equipment and storage medium. Background technique [0002] Data profiling is to achieve the purpose of understanding data characteristics and data quality through query and analysis of data sets. Data probing is an important link in the field of data governance, which can provide strong support for the subsequent steps of data governance. Data exploration can understand more and better about data, and discover source data conditions and problems, thus providing effective support for data evaluation and utilization in the next link. [0003] Existing data exploration methods are mainly aimed at the overall or surface characteristics of the data. It is realized by writing statistical codes or configuring rules, which cannot fully reflect the index information of each dimension of the data, and the analysis o...

Claims

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Application Information

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IPC IPC(8): G06F16/21G06F16/215G06F16/248G06F16/2458
CPCG06F16/21G06F16/215G06F16/248G06F16/2462
Inventor 朱明浩张霖云孙超凡张旭王龙陈立力刘军营胡立文
Owner ZHEJIANG DAHUA TECH CO LTD