首页|基于RVEST的二手房报价数据自动采集设计与实现

基于RVEST的二手房报价数据自动采集设计与实现

The Design and Implementation of Second-hand House Information Automatic Acquisition Based on RVEST

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数字经济时代的背景下,数据是重要的资源禀赋,高效的数据采集与处理能力至关重要,尤其是根据需要对特定数据的采集与处理.基于R语言环境,使用RVEST工具包,以二手房数据为例,探讨了数据采集的自动实现.数据采集系统的设计涵盖了二手房网站上城市链接的获取、二手房列表数据提取、二手房详情数据提取、保存和清洗,以及自动采集过程在单线程和多线程环境下的测试.在数据采集与处理的实践中,方案可以为其他图表类型数据的抓取提供有价值的参考.
In the era of digital economy,data is an important resource endowment,and efficient data collection and processing capabilities are crucial,especially for specific data collection and processing according to needs.Based on R language environment,using RVEST toolkit,taking second-hand house data as an example,the auto-matic realization of data acquisition is discussed.The design of data acquisition system covers the acquisition of city link on second-hand housing website,the extraction of second-hand housing list data,the extraction,preservation and cleaning of second-hand housing details data,and the testing of automatic collection process in single thread and multi-thread environment.In the practice of data acquisition and processing,the scheme can provide a valua-ble reference for the capture of other chart types of data.

practical teachingdata acquisitionRVEST

张益明

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盐城工学院,江苏 盐城 224005

实践教学 数据采集 R语言

2024

山西电子技术
山西省电子工业科学研究院 山西省电子学会

山西电子技术

影响因子:0.197
ISSN:1674-4578
年,卷(期):2024.(5)