基于Python和Selenium的智联招聘数据的爬取与分析

Crawling and Analysis of Zhilian Recruitment Data Based on Python and Selenium

随着国内近几年就业形势的愈发严峻,国内招聘市场的网络趋势化也较为明显,深度挖掘和充分利用数据背后隐藏的价值能够给人们未来的职业规划做出指导。本文以智联招聘网站为例,使用基于Python的爬虫技术以及Selenium框架,设计一种自动化采集数据的程序,并对采集的数据使用Pyecharts对公司概况、城市分布和薪资水平等关键信息进行可视化分析。最后,基于数据及分析结果,对大数据相关专业毕业生的职业规划提出建议。

With the increasingly severe employment situation in China in recent years, the network trend of the domestic recruitment market is also more obvious. Deep mining and making full use of the value hidden behind the data can guide people’s future career planning. Taking Zhilian recruitment website as an example, this paper uses Python based crawler technology and Selenium framework to design an automatic data collection program, and uses Pyecharts to visually analyze the collected data on key information such as company profile, city distribution and salary level. Finally, based on the data and analysis results, this paper puts forward suggestions on the career planning of big data related professionals.