Data processing method and device and electronic equipment
A data processing device and data processing technology, applied in the computer field, can solve problems such as unfavorable data collection and merging, limited applicable scenarios, missing data content, etc., and achieve good data standardization effect, high robustness and efficiency.
Pending Publication Date: 2021-02-19
北京神州泰岳智能数据技术有限公司
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Problems solved by technology
For example, the data formats generated by different channels are very different, which is not conducive to the collection and consolidation of data
[0003] In some schemes, regular expressions are used to standardize data, but the disadvantage is that the applicable scenarios are limited, and it cannot meet the needs of situations where the data content is too messy or missing.
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[0023] In order to make the purpose, technical solution and advantages of the present application clearer, the technical solution of the present application will be clearly and completely described below in conjunction with specific embodiments of the present application and corresponding drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.
[0024] The technical idea of the present application is to consider the correlation between data contents, for example, when the car series is determined, the brand, manufacturer and country of the car can also be determined. So no matter whether the brand, manufacturer and country of the car are directly shown in the original data, as long as the m...
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The invention discloses a data processing method and device and electronic equipment. The method comprises the steps of splicing original data of a plurality of first original fields to obtain spliceddata, wherein the first original field is an associated field of a first standard field; matching the spliced data with an association table of the first standard field to obtain a matching result; and determining standardized data of the first standard field according to the matching result. The technical scheme of the invention has the beneficial effects that the association table is used for matching the spliced data after the original data is spliced, and the standardized data is determined according to the matching result, so that a very good data standardization effect can still be obtained under the condition that the original data is too messy or missing exists, and the robustness and efficiency are relatively high.
Description
technical field [0001] The present application relates to the field of computer technology, in particular to a data processing method, device and electronic equipment. Background technique [0002] At present, various big data storage products and big data applications for various industries are emerging one after another, and data processing technology has encountered new challenges in the era of big data. For example, the data formats generated by different channels are very different, which is not conducive to the collection and consolidation of data. [0003] In some schemes, regular expressions are used to standardize data, but the disadvantage is that the applicable scenarios are limited, and it cannot meet the requirements for situations where the data content is too messy or missing. Contents of the invention [0004] The embodiments of the present application provide a data processing method, device, and electronic equipment, which can realize effective standardi...
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IPC IPC(8): G06F16/22G06F16/25
CPCG06F16/22G06F16/258G06F16/256
Inventor 刘伟李晓宇周宇张焱
Owner 北京神州泰岳智能数据技术有限公司