Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement

Naiping Zhou

doi:10.47297/wspceWSP2516-251923.20250902

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Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement

9卷第2期

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Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement
Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement
School of Economics, Henan University, Kaifeng Henan 475001 China
2025年9卷第2期页码：133-138
纸质出版日期：2025-04-28
DOI：10.47297/wspceWSP2516-251923.20250902
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(2025). Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement. 创意经济（英文版）, 9(2), 133-138.

Zhou Naiping.Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement[J].Creative Economy,2025,09(02):133-138.
(2025). Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement. 创意经济（英文版）, 9(2), 133-138. DOI： 10.47297/wspceWSP2516-251923.20250902.

Zhou Naiping.Analysis of the impact effect of population and labour mobility on the high-quality development of regional economy from the perspective of big data -- an empirical analysis based on machine learning support vector machine and stata spatial measurement[J].Creative Economy,2025,09(02):133-138. DOI： 10.47297/wspceWSP2516-251923.20250902.

摘要

Abstract

High-quality development is the primary task of comprehensively building a modern socialist country. Population labour force

as a fundamental element of social development

will become a key factor affecting the high-quality development of a region's economy. This paper takes 219 cities as the research object from 2017 to 2021

and takes big data as the perspective to explore the impact of their population and labour mobility on the high-quality development of regional economy. This paper provides a new way of thinking for urban planning and development by studying the effect of population and labour mobility patterns on the high-quality development of the regional economy

which has a certain significance of reference value.

关键词

Keywords

references

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