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Data analysis method, device, device and readable storage medium based on big data

A data analysis and big data technology, applied in the field of artificial intelligence, can solve problems such as low data analysis efficiency

Active Publication Date: 2022-07-15
CHINA PING AN PROPERTY INSURANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The main purpose of the present invention is to provide a data analysis method, device, equipment and computer-readable storage medium based on big data, aiming to solve the technical problem of low data analysis efficiency

Method used

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  • Data analysis method, device, device and readable storage medium based on big data
  • Data analysis method, device, device and readable storage medium based on big data
  • Data analysis method, device, device and readable storage medium based on big data

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Embodiment Construction

[0103] It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

[0104] The present invention provides a data analysis device based on big data.

[0105] refer to figure 1 , figure 1 This is a schematic structural diagram of the operating environment of the big data-based data analysis device involved in the solution of the embodiment of the present invention.

[0106] like figure 1 As shown, the big data-based data analysis device includes: a processor 1001 , such as a CPU, a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Among them, the communication bus 1002 is used to realize the connection communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the network interface 1004 may optionally include a standard wired interface and...

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Abstract

The invention relates to the technical field of artificial intelligence, and discloses a data analysis method based on big data, comprising the following steps: extracting and merging initial data in a data result table to obtain a merged table; The table is imported into the big data platform; the preprocessing data in the preprocessing data result table is cleaned through the big data platform to obtain the apportionment result data table; the apportionment result data table is split to obtain the split data result table set and import the distribution Druid, an in-memory real-time analysis system, is used to obtain the analysis result set. If the deviation value is greater than or equal to the preset threshold, the initial data is mined through a decision tree to obtain the mining result. The invention also discloses a data analysis device, equipment and computer-readable storage medium based on big data. The data analysis method based on big data provided by the present invention improves the efficiency of data analysis.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, and in particular, to a data analysis method, apparatus, device and computer-readable storage medium based on big data. Background technique [0002] At present, with the increase in the amount of data, it is difficult for traditional data analysis tools to effectively analyze the massive data in the big data scenario. Therefore, when analyzing multi-dimensional and large-scale data, it often consumes a lot of time. How to improve the efficiency of data analysis is an urgent technical problem to be solved by those skilled in the art. SUMMARY OF THE INVENTION [0003] The main purpose of the present invention is to provide a data analysis method, device, device and computer-readable storage medium based on big data, aiming at solving the technical problem of low data analysis efficiency. [0004] In order to achieve the above object, the present invention provides a data...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/2458G06F16/28G06F16/22G06K9/62G06Q40/08
CPCG06F16/2465G06F16/284G06F16/2282G06Q40/08G06F18/24147G06F18/24323
Inventor 方木鑫
Owner CHINA PING AN PROPERTY INSURANCE CO LTD
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