Humanitarian Indicators for Lebanon from HDX HAPI

HDX HAPI provides standardized humanitarian indicators for Lebanon, designed for interoperability across multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. The dataset was last updated on 2026-03-17 14:45:48.239615.

Use Cases

• Monitor displacement trends based on indicators for Internally Displaced Persons (IDPs) and Refugees.
• Analyze food security conditions based on related humanitarian indicators.
• Assess climate and weather impacts using standardized environmental indicators.
• Track operational presence and funding for humanitarian activities based on 3W/4W/5W data.
• Model conflict and hazard risks based on indicators for violence and natural disasters.

Strengths

• Data is standardized for interoperability across multiple sources, facilitating automated workflows.
• Indicators cover multiple humanitarian domains including migration, food security, and climate.

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 humanitarian data sources via a standardized API.

Freshness

Last updated 2026-03-17 14:45:48.239615; freshness should be verified.

Geography

Lebanon