Humanitarian Indicators for Kazakhstan from HDX HAPI

HDX Humanitarian API data for Kazakhstan provides standardized humanitarian indicators designed for interoperability from multiple sources. The dataset facilitates automated workflows and visualizations to support humanitarian decision making. It was last updated on 2026-05-28 22:10:54.655740.

Use Cases

• Build automated dashboards for humanitarian situation monitoring based on standardized indicators.
• Create data pipelines for integrating multi-source humanitarian data based on the API's interoperability design.
• Support decision-making for resource allocation and program planning based on aggregated indicator data.

Strengths

• Data is structured for interoperability, facilitating integration from multiple sources as described.
• The dataset is designed to support automated workflows and visualizations for decision support.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for specific analytical tasks.

Provenance

Source

HDX Humanitarian API (HAPI), aggregating data from multiple sources.

Collection Method

Data obtained via the HDX Humanitarian API, which standardizes indicators.

Freshness

Last updated 2026-05-28 22:10:54.655740; freshness should be verified.

Geography

Kazakhstan