Macao Urban Development Indicators from World Bank and UN Sources

World Bank Group data on urbanization, traffic, and air pollution in Macao SAR, China. The dataset aggregates information from sources like the United Nations Population Division and World Health Organization. It was last updated on 2026-04-28 07:30:50.162792.

Use Cases

• Modeling urban population density based on United Nations Population Division data
• Analyzing traffic congestion patterns using data from the International Road Federation
• Assessing air pollution levels in urban areas based on World Health Organization indicators
• Studying the relationship between city growth and access to basic services like water and sanitation

Strengths

• Data is aggregated from multiple authoritative sources including the World Bank, UN, and WHO.
• The dataset is licensed under CC-BY-4.0, permitting broad reuse with attribution.
• Last update timestamp of 2026-04-28 07:30:50.162792 is provided.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

World Bank Group, with data from United Nations Population Division, World Health Organization, International Road Federation, World Resources Institute.

Collection Method

Aggregated from the World Bank data portal and other international sources.

Freshness

Last updated 2026-04-28 07:30:50.162792; freshness should be verified.

Geography

Macao SAR, China