Platform-visible sentiment and topics in Ningbo’s community revitalization: evidence from short videos
Crossref DOI link: https://doi.org/10.1038/s41598-026-43891-0
Published Online: 2026-03-13
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Liu, Shuhao
Zhao, Linghui
Liu, Jiarui
Nie, Wei
Xu, Jie
Text and Data Mining valid from 2026-03-13
Accepted Manuscript valid from 2026-03-13
Article History
Received: 17 July 2025
Accepted: 6 March 2026
First Online: 13 March 2026
Declarations
:
: The authors declare no competing interests.