摘要
本文在《山西统计年鉴2019》中选取山西省2018年11个城市的常住人口数、地区生产总值、住宅面积等10个指标,研究这11个城市的建设与发展情况。首先运用主成分分析和聚类分析对数据进行处理和分析,然后根据分析结果对山西省主要城市的城市建设和发展状况进行综合评价,最后根据各市综合得分、排名与聚类情况得出结论。
This paper selects ten indicators such as permanent resident population, gross regional product and residential area of eleven prefecture-level cities in Shanxi Province in 2018 from Shanxi Statistical Yearbook 2019 to study the construction and development of these cities. Firstly, principal component analysis and cluster analysis are used to process and analyze the data. Then, the construction and development status of major cities in Shanxi Province are comprehensively evaluated according to analysis results. Finally, a conclusion is drawn according to the comprehensive score, ranking and clustering situation of each city.
作者
朱薇姗
张笑
ZHU Wei-shan;ZHANG Xiao(Hebei University of Economics and Business,Shijiazhuang 050061 China)
出处
《科技创新与生产力》
2021年第12期5-8,共4页
Sci-tech Innovation and Productivity
关键词
城市建设与发展
山西
主成分分析
聚类分析
urban construction and development
Shanxi Province
principal component analysis
cluster analysis
