Malawi Infrastructure Indicators from World Bank and International Sources

World Bank Group data on infrastructure's role in Malawi's 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 2026-04-28 09:53:42.688249.

Use Cases

• Modeling the impact of transport infrastructure on agricultural productivity based on road and aviation data sources.
• Analyzing correlations between energy access and manufacturing success based on International Energy Association data.
• Forecasting poverty reduction trends based on investments in water and sanitation infrastructure.
• Assessing the role of information and communication technologies in service delivery based on telecommunications data.

Strengths

• Data is compiled from multiple authoritative international sources, including the International Road Federation and International Telecommunications Union.
• The dataset has a specific CC-BY-4.0 license, clarifying permissible reuse.
• Last update timestamp is precisely recorded as 2026-04-28 09:53:42.688249.

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 compiled from sources like the International Road Federation and International Civil Aviation Organization.

Collection Method

Compiled from international organization data portals.

Freshness

Last updated 2026-04-28 09:53:42.688249; freshness should be verified.

Geography

Malawi