Ukraine: Who Does What, Where (3W/5W) from OCHA

OCHA Ukraine's consolidated 3W and 5W data, detailing the operational presence of organizations involved in the humanitarian response. The dataset is licensed under CC-BY-4.0 and was last updated on 2026-03-17. It is sourced from clusters and organizations reporting to OCHA Ukraine.

Use Cases

• Map humanitarian organization presence based on reported operational locations.
• Analyze sectoral activity distribution based on the 'What' (cluster/sector) data.
• Identify coordination gaps or overlaps based on the 'Who does What, Where' framework.
• Track changes in humanitarian response over time based on periodic updates.

Strengths

• Data is sourced directly from OCHA Ukraine, an authoritative coordination body.
• License is CC-BY-4.0, permitting broad reuse with attribution.
• Last update timestamp is precisely recorded (2026-03-17 09:28:31.987140).

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.
• Data may reflect reporting bias inherent to the humanitarian cluster system.

Provenance

Source

OCHA Ukraine

Collection Method

Collected from the clusters and organizations involved in the humanitarian response.

Time Range

null

Freshness

Last updated 2026-03-17 09:28:31.987140; freshness should be verified.

Geography

Ukraine