Humanitarian Indicators for Mali from HDX HAPI

Humanitarian indicator data for Mali is aggregated from multiple sources via the HDX Humanitarian API. The dataset is designed for automated workflows and visualizations to support humanitarian decision making. The data was last updated on 2026-05-28 by the HDX Humanitarian API Data organization.

Use Cases

• Build automated dashboards for humanitarian situation monitoring based on standardized indicators.
• Create data pipelines for integrating multiple humanitarian data sources based on the API's interoperability features.
• Support operational decision-making for aid delivery based on visualized indicator trends.
• Conduct time-series analysis of humanitarian needs based on the indicator data.

Strengths

• Data is standardized for interoperability across multiple sources, as described.
• Designed specifically for automated workflows and visualizations.
• Last updated on 2026-05-28, indicating recent maintenance.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Data may reflect geographic or source bias inherent to the HDX platform.

Provenance

Source

HDX Humanitarian API (HAPI), aggregating multiple sources.

Collection Method

Aggregated via an API providing standardized humanitarian indicators.

Freshness

Last updated 2026-05-28 22:12:49.859578

Geography

Mali