Value of Non-Budgeted Contributions for UN Peacekeeping Missions

Non-budgeted contributions, such as buildings, land, and services provided by host countries, are quantified in this dataset from the United Nations Peace and Security Data Hub. An AI model extracted the data from the Secretary-General's performance reports, with validation performed via simple random sampling. The dataset was last updated in March 2026 and is shared under a CC-BY-3.0-IGO license.

Use Cases

• Analyzing the scale and composition of in-kind support for peacekeeping missions based on the described non-budgeted resources.
• Training models to extract financial and resource data from UN reports based on the described AI methodology.
• Assessing host country contributions to peacekeeping operations based on the described categories of buildings, land, and services.
• Validating data extraction techniques for structured reports based on the described random sampling validation process.

Strengths

• Data is sourced from authoritative United Nations Secretary-General's performance reports.
• Extraction methodology involved an AI model and a subsequent random sampling validation process.
• Dataset is licensed for open use under CC-BY-3.0-IGO.

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 source UN documents.

Provenance

Source

United Nations Peace and Security Data Hub

Collection Method

AI model extraction from Secretary-General's performance reports, validated by simple random sampling.

Time Range

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Freshness

Last updated 2026-03-26 09:58:40.464918; freshness should be verified.

Geography

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