基于因子分析和聚类分析的安徽物流发展水平综合评价

Comprehensive evaluation of Anhui logistics development level based on factor analysis and cluster analysis

针对安徽物流发展水平的综合评价,首先构建评价体系,其次通过聚类分析,将各地级市聚为4类,其中,合肥市物流水平发展最好。再通过因子分析,提取综合发展因子和物流运输因子后计算各地市综合排名,物流发展最好的三个城市分别是是:合肥、芜湖、阜阳。得到安徽省各地市物流行业发展情况不均衡,物流水平仍有待提高的结论,最后对安徽省物流发展情况提出相关建议。

Aiming at the comprehensive evaluation of the development level of Anhui logistics,the evaluation system was first constructed.Secondly,through cluster analysis,the cities at various levels were clustered into four categories.Among them,the logistics level of Hefei city was the best.Then through factor analysis,extract comprehensive development factors and logistics transportation factors and calculate the comprehensive ranking of cities and towns.The three cities with the best logistics development are:Hefei,Wuhu and Xiangyang.The conclusion is that the development of the logistics industry in Anhui Province is uneven,and the logistics level still needs to be improved.Finally,relevant suggestions for the development of logistics in Anhui Province are put forward.