World Bank Group data on urbanization, traffic, congestion, and air pollution in Qatar. The dataset aggregates indicators from sources including the United Nations Population Division, World Health Organization, and World Resources Institute. It was last updated on 2026-04-28.
Use Cases
- Analyze urbanization trends based on population data mentioned in the description
- Model environmental strain based on air pollution indicators
- Assess infrastructure costs for basic needs as cities grow
- Study access to health and education services in urban areas
Strengths
- Data is aggregated from authoritative sources like the World Bank and United Nations.
- License is clearly specified as CC-BY-4.0.
- Last update timestamp is precisely recorded as 2026-04-28 10:38:51.274523.
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 UN Population Division, WHO, International Road Federation, WRI.
- Collection Method
- Aggregated from multiple international organization data portals.
- Freshness
- Last updated 2026-04-28 10:38:51.274523; freshness should be verified.
- Geography
- Qatar