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Community-level education percentile rank estimation in China using multi-source big data and machine learning

Crossref DOI link: https://doi.org/10.1038/s41597-026-06664-y

Published Online: 2026-01-26

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhang, Yanji https://orcid.org/0000-0003-1652-4944
Pan, Zhenyu https://orcid.org/0009-0004-9053-6518
You, Yongyi https://orcid.org/0009-0001-4875-5627
Cai, Liang https://orcid.org/0000-0002-5599-4183
Qin, Bo https://orcid.org/0000-0002-3020-6371
License Information

Text and Data Mining valid from 2026-01-26

Accepted Manuscript valid from 2026-01-26
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Article History

Received: 6 August 2025

Accepted: 20 January 2026

First Online: 26 January 2026

Competing interests

: The authors declare no competing interests.