HDX HAPI Data for Bangladesh: Standardized Humanitarian Indicators

Humanitarian indicator data for Bangladesh is aggregated from the HDX Humanitarian API, which provides standardized metrics from multiple sources for interoperability. The dataset is designed to facilitate 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

• Building automated data pipelines for humanitarian monitoring based on standardized indicators.
• Creating dashboards for situational awareness and decision support based on aggregated indicator data.
• Conducting trend analysis on humanitarian conditions based on time-series indicator data.
• Integrating data from multiple humanitarian sources into a unified analysis workflow.

Strengths

• Data is sourced from the HDX Humanitarian API, which is designed for standardized interoperability.
• The dataset is explicitly intended to support automated workflows and visualizations.
• It was last updated on 2026-05-28.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and dataset size are 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, which standardizes indicators from multiple sources.

Freshness

Last updated 2026-05-28 22:06:08.323241; freshness should be verified.

Geography

Bangladesh