Eight findings, each traceable to a published source.
Each figure comes from flows.json and can be reproduced from the cited dataset. The ⓘ next to each number gives source, years, formula and limitation.
An evidence-based study of $777B of UN system revenue across 14 years. Every figure sourced from primary public data. No institutional affiliation. No inference of intent.
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Each figure comes from flows.json and can be reproduced from the cited dataset. The ⓘ next to each number gives source, years, formula and limitation.
These are questions, not answers. Each one connects a figure in this study to a debate already open in the UN system.
Want one entity at a time? Open the Agency Lens: each entity's funding mix, government contributors, reporting and a CEB-based approximation of the Funding Compact indicators where they apply.
Every figure in this observatory is derived exclusively from primary public sources. No data has been estimated, imputed, or generated. Gaps are reported as gaps.
| Source | Coverage | Used for | Status | URL |
|---|---|---|---|---|
| UN CEB Financial Statistics | 2011–2024 · 48 entities | Revenue, expenditure, funding types, agency profiles | Recomputed 2026-11-01 | unsceb.org/data-download |
| CEB Revenue by Government Donor | 2013–2024 · 230 government contributors as listed by the CEB | Concentration (direct bilateral government HHI), US share of each entity's government contributions | Recomputed 2026-11-01 | unsceb.org/fs-revenue-government-donor |
| UNGM Annual Statistical Report | 2019–2024 · $24.9B (2023), $25.7B (2024) | Procurement by org, sector (UNSPSC), supplier country | Recomputed 2026-11-01 | ungm.org/public/asr |
| CEB HR Statistics | 2017–2024 · 20+ entities | Staff count, gender, nationality, duty stations | Recomputed 2026-11-01 | unsceb.org/hr-statistics |
| World Bank Open Data | 2023 · 190+ countries | Population and GDP for per-capita donor charts | Recomputed 2026-11-01 | data.worldbank.org |
| Publish What You Fund ATI | 2024 · 50 organisations | Transparency scoring context (6 UN entities assessed); cited, not recomputed | Cited as published | publishwhatyoufund.org |
CARTA BLANCA ECONOMICS · A PERSONAL STUDY BY ORIOL CERVANTES
What this observatory does: Reports what is published in primary public sources. Measures published data against declared methodology. Documents series breaks and reporting gaps. Presents statistical patterns without editorial inference.
What this observatory does not do: Infer intent. Attribute causation. Make policy recommendations. Estimate or impute missing data. The largest-contributor share (Story chapter 2 / Observatory §07) is arithmetic applied to published 2024 CEB data, not a political position.
Known limitations: The CEB expenditure-by-function series starts in 2018; $290.6B of 2013–2019 country expenditure has no comparable functional breakdown. Government contributor labels are kept as listed by the CEB. Revenue growth is nominal (see Methodology for constant perimeter). PWYF ATI scores cover only 6 of 48 UN entities. Procurement vendor-level data is not integrated with CEB financial flows. Palestine appears under three different names in source data ($12.7B split across them). All known gaps are reported as gaps in the observatory.
Reproducibility: All figures are computable from the primary sources listed above using the aggregation methodology described in the observatory. Recomputed automatically from the CSV files on 2026-11-01; no external human review yet. No proprietary data, no estimated values, no generated content. Cleaned tables: Methodology, download the cleaned tables.
Independence: This observatory has no institutional affiliation, receives no funding, and has no relationship with any UN entity, government, or advocacy organisation. The author worked at UNDP, WHO and UNICEF in the past. It is an independent single-author study. The analysis reflects patterns observable in public data, not positions on how those patterns should be interpreted.
CEB data, reference year 2024 · downloaded 2026-10 · build 2026-11 · v1.6.2 · Publisher: Carta Blanca Labs
The CEB and UNGM publish UN system financing in detail, but across many separate datasets that are rarely read together. Flows puts those public series side by side, so that funding quality, donor concentration and reporting gaps can be discussed on the same evidence.
Method in three lines. 1. Download the published CEB Financial Statistics, CEB HR Statistics and UNGM reports. 2. Compute every headline figure with one script into a single file, flows.json, that stores source, years, formula and limitation. 3. Publish only what the data supports, and show gaps as gaps. Full methodology.