World Bank Group data on urbanization, traffic, and air pollution in Panama, aggregated from sources like the United Nations Population Division and World Health Organization. The dataset likely contains indicators on the efficiency and environmental strain of growing cities. It was last updated on April 28, 2026, under a CC-BY-4.0 license.
Use Cases
- Modeling urban population growth based on United Nations Population Division data mentioned in the description
- Assessing traffic congestion and infrastructure strain using indicators from the International Road Federation
- Analyzing air pollution trends in Panamanian cities based on World Health Organization data
- Evaluating the cost of meeting basic needs like water and sanitation in growing urban areas
Strengths
- Data originates from authoritative sources like the World Bank, United Nations, and World Health Organization.
- The dataset is licensed under CC-BY-4.0, permitting flexible reuse with attribution.
- Last update timestamp of 2026-04-28 10:17:59.407295 is provided.
Limitations
- Row count and dataset size are unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- World Bank Group, with data from the United Nations Population Division, World Health Organization, International Road Federation, and World Resources Institute.
- Collection Method
- Aggregated from multiple international data portals.
- Freshness
- Last updated 2026-04-28 10:17:59.407295; freshness should be verified.
- Geography
- Panama