Da Lat, Vietnam, is the geographic focus of this dataset. It contains a context-sensitive scoring framework used to assess 74 urban villages across eight evaluation criteria, including socio-cultural, spatial, and ecological dimensions. The dataset was created by Khoa Anh Doan and last updated in April 2026.
Use Cases
- Multi-criteria evaluation of urban village sustainability based on the eight defined assessment criteria.
- Comparative analysis of socio-cultural and spatial embeddedness across different village types.
- Scenario-based planning for integrating new development projects with existing village structures.
- Topic modelling and expert-based assessment of urban village characteristics.
Strengths
- Assessment of 74 distinct villages provides a substantial sample for analysis.
- Eight evaluation criteria offer a multi-dimensional framework for scoring.
- Data is licensed under CC-BY-4.0, allowing for open reuse.
Limitations
- Row count is unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- The dataset is very small at 5.5 KB, indicating limited scope.
Provenance
- Source
- Khoa Anh Doan via figshare.
- Collection Method
- Created using a multi-method approach combining historical review, spatial mapping, expert-based Delphi assessment, topic modelling, and multi-criteria evaluation.
- Time Range
- null
- Freshness
- Last updated 2026-04-03 17:35:12; freshness should be verified.
- Geography
- Da Lat, Vietnam.