HDX HAPI: National Risk Indicators for Humanitarian Coordination

Data from the HDX Humanitarian API, providing standardized humanitarian indicators designed for interoperability. The dataset facilitates automated workflows and visualizations to support humanitarian decision making. It is sourced from multiple providers and is licensed under CC-BY-4.0.

Use Cases

• Build automated risk assessment dashboards based on standardized humanitarian indicators.
• Train models for predicting humanitarian needs based on multi-source indicator data.
• Analyze national risk levels for coordination planning using aggregated indicator data.

Strengths

• Data is standardized for interoperability across multiple sources.
• Licensed under the permissive CC-BY-4.0 license.
• Designed specifically to facilitate automated workflows.

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.

Freshness

Last updated 2026-05-28 21:57:30.465262; freshness should be verified.

Geography

National-level coverage suggested by title.