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

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