HDX HAPI Data for Guinea-Bissau: Standardized Humanitarian Indicators

Standardized humanitarian indicators for Guinea-Bissau, aggregated from multiple sources via the HDX Humanitarian API. The data is designed for automated workflows and visualizations to support humanitarian decision making. It was last updated on 2026-05-28.

Use Cases

• Build automated humanitarian monitoring dashboards based on standardized indicators.
• Analyze trends in Guinea-Bissau's humanitarian situation based on multi-source data.
• Train models for early warning or needs assessment based on interoperable indicator data.
• Create visualizations for humanitarian decision-making support based on the API's structured data.

Strengths

• Data is standardized for interoperability across multiple sources, as per the HDX HAPI design.
• Intended for automated workflows, suggesting a structured and machine-readable format.
• Last updated on 2026-05-28, indicating a recent data point.

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

HDX Humanitarian API (HAPI), aggregating multiple sources.

Collection Method

Obtained via the HDX Humanitarian API, which provides standardized indicators.

Freshness

Last updated 2026-05-28 22:09:40.228286

Geography

Guinea-Bissau