A Study of Multiregional Economic Correlation Analysis Based on Big Data-Taking the Regional Economy of Cities in Shaanxi Province, China, as an Example

被引：5
|
作者：
Tuo, Shouheng [1 ]
He, Hong [2 ]
机构：
[1] Xian Univ Posts & Telecommun, Sch Comp Sci & Technol, Xian 710121, Peoples R China
[2] Xian Univ Posts & Telecommun, Coll Econ & Management, Xian 710121, Peoples R China
来源：
SUSTAINABILITY | 2021年 / 13卷 / 09期
关键词：
big data; multiregions; regional economy; association analysis;
D O I：
10.3390/su13095121
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
To enhance the sustainability of the regional economy, this study attempts to integrate historical big data of multiregional and multi-industry economic indicators, aiming to explore and discover the correlations among regions, industries, or cross-regional economic indicators. In this paper, two correlation analysis models (the 2-order correlation model and the elastic-net regularized generalized linear model) are used to conduct a correlation analysis study of multiregional and multi-industry economies, and 20 years of historical data from 9 prefecture-level cities in Shaanxi (778 indicators in total) are analyzed empirically. The results show that the proposed method can mine complex correlations from economic big data.
引用
收藏
页数：13
相关论文
共 50 条
  • [41] Study on Urban Thermal Environment Based on RS and GIS Techniques - Taking as Example in Coastal Cities of Southeast Fujian Province
    Yu Ming
    Peng Yi-Ru
    Ji Qing
    Shu Jiong
    2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 4544 - 4547
  • [42] Correlation between Population Structure and Regional Innovation Ability Based on Big Data Analysis
    Qin, Lulu
    Lin, Ruofei
    Gao, Rongwei
    Lin, Han
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [43] Exploring the Correlation between Block Vitality and Block Environment Based on Multisource Big Data: Taking Wuhan City as an Example
    Yang, Yunzi
    Ma, Yuanyuan
    Jiao, Hongzan
    LAND, 2021, 10 (09)
  • [44] RETRACTED: An Intelligent Analysis Model in the Environment of Regional Economic Development and Regional Economic Differences in China Using Big Data Analysis Technology (Retracted Article)
    Luo, Junyin
    JOURNAL OF ENVIRONMENTAL AND PUBLIC HEALTH, 2022, 2022
  • [45] Technological Innovation, Regional Heterogeneity and Marine Economic Development——Analysis of Empirical Data Based on China's Coastal Provinces and Cities
    Dongling ZHANG
    Weili FAN
    Jingshuai CHEN
    Journal of Systems Science and Information, 2019, (05) : 437 - 451
  • [46] Dynamic analysis of the coupling relationship between regional energy economy and environment based on big data
    Xu, Chengqi
    Zhang, Juanjuan
    ENERGY REPORTS, 2022, 8 : 13293 - 13301
  • [47] Evaluation on the Regional Urban Development Capability under the Economic Perspective Based on the Divisor Analysis-Take China's Heilongjiang Province as an Example
    Wang, Cheng
    Wang, Wei
    Pang, Chan-Juan
    Chin, Kim On
    JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2014, 17 (5-6) : 545 - 564
  • [48] Analysis on the Equalization of Regional Public Health as the Perspective of Multidimensional Structure: Based on the Example of Jiangsu Province of China
    Zhou, Lvlin
    Zhan, Xiang
    Sun, Xiaoyang
    INTERNATIONAL JOINT CONFERENCE ON APPLIED MATHEMATICS, STATISTICS AND PUBLIC ADMINISTRATION (AMSPA 2014), 2014, : 719 - 727
  • [49] Urban ecological security evaluation and spatial correlation researchbased on data analysis of 16 cities in Hubei Province of China
    Ke, Xiaoling
    Wang, Xingyue
    Guo, Haixiang
    Yang, Chang
    Zhou, Qi
    Mougharbel, Amal
    JOURNAL OF CLEANER PRODUCTION, 2021, 311
  • [50] Study on the Regional Disparities of ICT in Education Based on the Data Analysis of ICT in Education from Hubei province, China
    Lu, Chun
    Xing, Danxia
    Zhou, Wenting
    2017 INTERNATIONAL SYMPOSIUM ON EDUCATIONAL TECHNOLOGY (ISET 2017), 2017, : 168 - 172
12345