HDX HAPI Data for Pakistan: Humanitarian Indicators

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

Use Cases

• Build automated humanitarian dashboards based on standardized indicators mentioned in the description.
• Train models for predicting humanitarian needs based on interoperable indicator data.
• Conduct time-series analysis of crisis trends in Pakistan based on multi-source indicator data.
• Create data integration pipelines for humanitarian reporting based on the API's interoperability features.

Strengths

• Data is sourced from the HDX Humanitarian API, a platform designed for standardized, interoperable indicators.
• The dataset is intended to facilitate automated workflows, suggesting a structured format suitable for programmatic use.
• It was last updated on 2026-05-28 22:14:29.113410.

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 22:14:29.113410; freshness should be verified.

Geography

Pakistan