# Open Data Hub | Datasets | World Aid Network

> Source: https://worldaidnetwork.org/open-data
> Open Knowledge datasets for World Aid Network unit costs and verified impact counters — Frictionless datapackage, CC-BY 4.0, no invented figures.

Open Knowledge Format (OKF)

# Open Data Hub

Frictionless Data Package · CC-BY 4.0 · Verified Clinical & Humanitarian Datasets

Quick answer 

 World Aid Network publishes open datasets for programme unit costs, surgical quality standards, emergency response matrices and verified impact counters under an Open Knowledge Format (OKF) Frictionless datapackage (CC-BY 4.0). Impact counters remain at zero until verified partner reports arrive. Downloads are available at /data/datapackage.json. 

## What Open Knowledge datasets are available for download?

World Aid Network adheres to the **Open Knowledge Format (OKF)** and Frictionless Data standards. All datasets below are machine-readable, CORS-enabled, and published under the Creative Commons Attribution 4.0 International (CC-BY 4.0) license. 

[datapackage.json](/data/datapackage.json) JSON (OKF Manifest) 

Complete Frictionless Data Package manifest specifying schemas, field types, licensing (CC-BY 4.0), and resource paths.

[ Download ](/data/datapackage.json) 

[unit-costs.csv](/data/unit-costs.csv) CSV (UTF-8) 

Published GBP unit costs for cataract operations (£200), screenings, and emergency relief packages in PK, ID, and MY.

[ Download ](/data/unit-costs.csv) 

[cataract-surgical-standards.csv](/data/cataract-surgical-standards.csv) CSV (UTF-8) 

PMDC, KKI, and MMC clinical licensing standards, intraocular lens (IOL) specs, screening protocols, and visual acuity benchmarks.

[ Download ](/data/cataract-surgical-standards.csv) 

[emergency-response-matrices.csv](/data/emergency-response-matrices.csv) CSV (UTF-8) 

Emergency disaster relief standards including 2,100 kcal/person/day food packs, 15L clean water kits, and waterproof family shelter tents.

[ Download ](/data/emergency-response-matrices.csv) 

[impact.json](/data/impact.json) JSON 

Verified impact counters. Kept at 0 until audited partner hospital & NGO reports are logged.

[ Download ](/data/impact.json) 

## Why Zeros Are Published

Absence of a positive impact counter is not evidence of absence of operational preparation. We strictly increment counters only after post-operative clinical verification reports from PMDC/KKI/MMC registered surgeons or delivery receipts from trusted local NGO partners are audited. 

Machine surfaces: Also referenced in [llms.txt](/llms.txt), [api-catalog](/.well-known/api-catalog), and [auth.md](/auth.md). 

## Is AI training and citation allowed?

Yes. Search, answer-engine use and model training on this site are permitted. The TDM Reservation Protocol file at [/.well-known/tdmrep.json](/.well-known/tdmrep.json) sets `tdm-reservation` to `0` (training is not reserved). robots.txt Content-Signal is `search=yes, ai-input=yes, ai-train=yes` for every listed crawler. Cite worldaidnetwork.org and the page URL. Do not invent a Charity Commission number or Gift Aid eligibility before registration is granted.

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World Aid Network is a UK Charitable Incorporated Organisation (charity registration in progress; application ref 5290505, ICO ref ZC156579).