Township Vitality Indicators and Governance Zoning for China

A 415.3 MB reproducibility deposit for a study on regional differences in township vitality across China. The dataset includes standardized values for 19 indicators, dimensional and comprehensive vitality scores, LISA classification results, Local Gini Coefficients, and 15-type governance zoning results. It was last updated on 2026-05-12 by an anonymous author for double-anonymous peer review.

Use Cases

• Analyzing regional differences in township vitality based on 19 standardized indicators.
• Applying spatial clustering (LISA classification) to identify patterns of local development.
• Conducting governance zoning analysis based on the 15-type classification results.
• Reproducing the multidimensional evaluation of township vitality from the associated manuscript.

Strengths

• Includes 19 standardized indicators for a multidimensional evaluation of township vitality.
• Provides derived analytical results like LISA classification, Local Gini Coefficients, and 15-type governance zoning.
• Comes with a 415.3 MB reproducibility bundle containing code, codebook, and supplementary information.
• Available in multiple formats including CSV and GeoPackage for both tabular and geospatial analysis.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Source-level socioeconomic records are not included due to third-party redistribution restrictions.

Provenance

Source

figshare, deposited by Anonymous Author(s).

Collection Method

Likely derived from aggregated source-level socioeconomic records, as indicated by the description.

Freshness

Last updated 2026-05-12 11:41:11.

Geography

China, at the township level.