World Bank Group data on infrastructure's role in manufacturing, agriculture, and poverty reduction. Indicators are compiled from sources like the International Road Federation, International Civil Aviation Organization, and International Telecommunications Union. The dataset was last updated on 2026-04-27 and is licensed under CC-BY-4.0.
Use Cases
- Modeling the impact of transport infrastructure on manufacturing success based on road and aviation data sources
- Analyzing the correlation between energy and telecommunications investments and service delivery improvements
- Forecasting development outcomes based on investments in water, sanitation, and housing mentioned in the description
Strengths
- Data is compiled from authoritative international sources like the International Energy Association and the International Road Federation.
- The dataset is licensed under the permissive CC-BY-4.0 license.
- Last update timestamp is precisely recorded as 2026-04-27 22:12:00.523245.
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, compiled from sources including International Road Federation, Containerisation International, International Civil Aviation Organization, International Energy Association, International Telecommunications Union.
- Collection Method
- Compilation from international organization reports and surveys.
- Freshness
- Last updated 2026-04-27 22:12:00.523245; freshness should be verified.
- Geography
- Brunei Darussalam