基于FineBI的招聘信息数据分析与可视化研究
Research on recruitment information data analysis and visualization based on FineBI
王姣姣 1顾珅 1赵淼 1周怡杰1
作者信息
- 1. 洛阳理工学院计算机与信息工程学院,河南 洛阳 471023
- 折叠
摘要
针对求职者面对招聘网站上繁杂的招聘信息而无法高效获取有参考价值信息并准确找到合适工作的情况,本文首先基于Python爬虫技术对BOSS直聘网站上互联网行业相关岗位招聘信息进行爬取,然后将获取到的招聘信息数据采用PySpark技术进行数据清洗,最后利用FineBI工具对岗位数据进行可视化分析,得到岗位要求与学历、地区、薪资等存在的关系,也进行了招聘岗位和福利待遇的词云图分析.该研究结果能够直观的呈现互联网行业当前招聘现状,可为求职者提供有效参考.
Abstract
In order to solve the problem that job seekers cannot efficiently obtain valuable information and accurately find the suitable job in the face of the complicated recruitment information on the recruitment website,the recruitment information for positions related to the internet industry on the BOSS recruitment website is firstly crawled based on Python crawler technology.Then,Pyspark technology is used to clean the data of the acquired recruitment information,and FineBI tool is used to visually analyze the job data.Finally,the relationship between job requirements and education,region,salary,etc.is obtained,and the word cloud analysis of recruitment positions and welfare benefits is carried out.The research results can visually present the current recruitment status of the internet industry and provide effective reference for job seekers.
关键词
招聘信息/Python/PySpark/FineBI/可视化分析Key words
recruitment information/Python/PySpark/FineBI/visualization analysis引用本文复制引用
出版年
2023
NETL
NSTL
维普
万方数据