HDX HAPI Data for Malaysia: Standardized Humanitarian Indicators

HDX HAPI provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. This dataset contains data for Malaysia, facilitating automated workflows and visualizations to support humanitarian decision making. The data was last updated on 2026-05-28.

Use Cases

• Build automated dashboards based on standardized humanitarian indicators.
• Train models for predicting humanitarian needs based on interoperable indicator data.
• Conduct time-series analysis of humanitarian conditions based on multi-source data.
• Create visualizations for advocacy and reporting based on harmonized metrics.

Strengths

• Data is standardized for interoperability, as described.
• Supports automated workflows, a key feature mentioned in the description.
• Last updated on 2026-05-28 22:13:37.239647.

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 (HDX HAPI)

Collection Method

Aggregated from multiple sources via a standardized API.

Freshness

2026-05-28 22:13:37.239647

Geography

Malaysia