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Home > Wen Yuan (Primary School Edition) > 2022 No.10 > 基于Python的招聘数据分析与可视化

  • 基于Python的招聘数据分析与可视化

    Author(s)：

    闫美娟

    Publication Title：

    Wen Yuan (Primary School Edition) 2022 No.10

    Affiliations：

    山西省财政税务专科学校

    Abstract：

    大数据时代，有效提取互联网大数据价值已成为当前数据挖掘领域的研究热点。基于Python的招聘数据分析与可视化，以大型招聘网站数据为分析对象，使用正则表达式实现了“Java开发工程师”这一岗位的招聘数据的爬取，通过xlwt模块实现数据存储，然后进行数据预处理，通过Matplotlib绘制图形对诸如薪资水平、工作经验要求、地区及所需Java开发工程师数量情况等数据进行可视化分析。分析结果表明提出的大数据爬取算法和数据可视化方法可以真实、完整、有效地反映对应信息，为Java开发工程师求职意向者提供了丰富的参考信息。

    Keywords：

    Python；数据分析；可视化

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    [1] 闫美娟.基于Python的招聘数据分析与可视化[J].Wen Yuan (Primary School Edition),2022(10),.

文渊(小学版)
Wen Yuan (Primary School Edition)

Language: 中文

CN：11-9274/G

ISSN：2096-6261

Publication Frequency: 月刊

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