HDX HAPI Data for Zambia: Standardized Humanitarian Indicators

HDX HAPI data for Zambia provides standardized humanitarian indicators from multiple sources, designed for seamless interoperability. The dataset facilitates automated workflows and visualizations to support humanitarian decision making. It was last updated on 2026-05-28 by the HDX Humanitarian API Data organization.

Use Cases

• Build automated data ingestion workflows based on the standardized API format mentioned in the description.
• Create dashboards for humanitarian situation monitoring based on the indicator data.
• Support program planning and resource allocation decisions based on the integrated multi-source data.
• Develop predictive models for humanitarian needs based on the time-series indicator data.

Strengths

• Data is sourced from the HDX Humanitarian API, which is designed for standardized interoperability.
• The dataset is intended to support automated workflows, suggesting a structured format.
• Last updated on 2026-05-28, indicating potential recency.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale analysis.
• The specific indicators, sources, and temporal coverage for Zambia are not detailed in the provided metadata.

Provenance

Source

HDX Humanitarian API (HAPI), aggregating multiple sources.

Collection Method

Obtained via the HDX Humanitarian API, which standardizes indicators.

Freshness

Last updated 2026-05-28 22:18:42.094603; freshness should be verified.

Geography

Zambia