About the Authors

Hongling Qin

Roles Conceptualization, Methodology, Visualization, Writing – original draft, Writing – review & editing

qinhongling726@163.com

Affiliation Guiyang Institute of Humanities and Technology, Guiyang, China

Shuangshuang Wu

Roles Methodology, Writing – review & editing

Affiliation Guiyang Institute of Humanities and Technology, Guiyang, China

Guoqing Luo

Roles Data curation, Formal analysis

Affiliation Guiyang Institute of Humanities and Technology, Guiyang, China

Meifang Lu

Roles Investigation, Visualization

Affiliation Guiyang Institute of Humanities and Technology, Guiyang, China

Heng Xiang

Roles Investigation, Validation

Affiliation Guiyang Institute of Humanities and Technology, Guiyang, China

Zhengbin Li

Roles Investigation, Validation

Affiliation Guiyang Institute of Humanities and Technology, Guiyang, China

Competing Interests

The authors have declared that no competing interests exist.