Static fallback: Phase 1 uses sample/demo data only. Scores are synthetic and must not be cited as production rankings.
Approved snapshot pending The page will use the approved public snapshot when the frontend gate validates it; static sample data remains the fallback.

Data and Source Transparency

The MVP uses sample/demo scores only. This page documents the Phase 6 source registry scaffold and the principle that public pages should read approved snapshots, not live scraping results.

Methodology 0.1-demo 30 source registry records 19 dry-run adapter candidates

Tier 1

19

Official and primary institutional sources

Tier 2

6

Specialist, policy, academic and monitoring sources

Tier 3

3

Credible media and sector publications

Tier 4

2

Discovery-only social, blog or commentary sources

Source Adapter Readiness

Phase 15 enables scheduled World Bank, IMF and UN SDG candidate ingestion through the Worker cron. Public page live fetching and score publication remain disabled; scheduled rows are review-gated in D1.

Public live fetch

Disabled

Scheduled candidates

Enabled

World Bank, IMF and UN SDG candidate-only cron

Eligible adapters

19

Readiness warnings

3

Event Intelligence Review Scaffold

Demo events are classified before scoring. High-risk, disputed, large-effect and Tier 3/Tier 4 items are staged for review instead of automatically changing public scores.

Total demo events

5

Review queue

3

High risk

1

Auto-approved demo

2

Source Registry

Each future adapter must use an approved source record, respect allowed URL patterns, and apply the review policy before any score effect is published.

PADI source registry scaffold
Source Tier Kind Collection Cadence Score use Review
African Union
African Union
Tier 1 continental-institution document-review-planned weekly Eligible after validation Review required for conflict, sanctions, constitutional order, or major diplomatic events.
AfCFTA Secretariat
AfCFTA Secretariat
Tier 1 continental-institution document-review-planned weekly Eligible after validation Review required for claims about implementation status, ratification, or large trade effects.
African Development Bank
African Development Bank
Tier 1 continental-institution data-download-planned monthly Eligible after validation Review required for estimates with publication lag or non-country-comparable methodology.
Afreximbank
African Export-Import Bank
Tier 1 continental-institution document-review-planned monthly Eligible after validation Review required for announced financing that is not signed, funded, or implemented.
African Regional Economic Communities
Recognized African regional economic communities
Tier 1 regional-institution document-review-planned weekly Eligible after validation Review required for disputed membership, treaty status, or security claims.
National Statistics Offices
Country national statistics offices
Tier 1 national-official registry-gateway-planned release-driven Eligible after validation Review required when official figures conflict with multilateral harmonized series.
African Central Banks
Country central banks
Tier 1 national-official registry-gateway-planned release-driven Eligible after validation Review required for debt stress, reserve adequacy or currency-crisis interpretations.
Government Ministries and Official Gazettes
National ministries and official gazettes
Tier 1 national-official registry-gateway-planned release-driven Eligible after validation Review required for announced policies before they are signed, funded, implemented, or commissioned.
World Bank
World Bank
Tier 1 multilateral api-planned monthly Eligible after validation Review required for indicators with known lag, modelled estimates, or methodology breaks.
International Monetary Fund
International Monetary Fund
Tier 1 multilateral api-planned monthly Eligible after validation Review required for debt distress, program conditionality or default-related score effects.
United Nations Development Programme
UNDP
Tier 1 multilateral data-download-planned quarterly Eligible after validation Review required when the latest release lags the PADI reporting period.
UN Trade and Development
UNCTAD
Tier 1 multilateral data-download-planned monthly Eligible after validation Review required for structural interpretation of trade dependency and investment flows.
Food and Agriculture Organization
FAO
Tier 1 multilateral api-planned monthly Eligible after validation Review required for food crisis interpretation and modeled estimates.
IEA and Sustainable Energy for All
IEA / SEforALL
Tier 1 multilateral data-download-planned quarterly Eligible after validation Review required for modelled access estimates or major project commissioning claims.
ND-GAIN
Notre Dame Global Adaptation Initiative
Tier 1 specialist-dataset data-download-planned quarterly Eligible after validation Review required if climate vulnerability signals conflict with official disaster data.
SIPRI
Stockholm International Peace Research Institute
Tier 1 specialist-dataset data-download-planned quarterly Eligible after validation Review required for military expenditure or arms transfer interpretations.
International Telecommunication Union
ITU
Tier 1 multilateral data-download-planned quarterly Eligible after validation Review required for estimates or missing-country interpolation.
UNESCO
UNESCO
Tier 1 multilateral data-download-planned quarterly Eligible after validation Review required for missing or stale education series.
UN Agency Data Portals
United Nations system
Tier 1 multilateral api-planned release-driven Eligible after validation Review required when UN harmonized data conflicts with official national releases.
Policy Institute Review Pool
Approved policy institutes
Tier 2 policy-institute review-only weekly No direct score movement Review required
Specialist Conflict Data Providers
Approved conflict-data providers
Tier 2 specialist-dataset api-planned weekly No direct score movement Review required
Food Security Monitoring Systems
Approved food-security monitoring systems
Tier 2 specialist-dataset document-review-planned weekly No direct score movement Review required
Climate Risk Monitoring Systems
Approved climate-risk monitoring systems
Tier 2 specialist-dataset document-review-planned weekly No direct score movement Review required
Development Finance Institutions
Approved development finance institutions
Tier 2 policy-institute document-review-planned weekly No direct score movement Review required
Academic Dataset Review Pool
Approved academic dataset maintainers
Tier 2 specialist-dataset review-only quarterly No direct score movement Review required
Credible African Media Review Pool
Approved African and regional media outlets
Tier 3 media review-only weekly No direct score movement Review required
Business and Financial Press Review Pool
Approved business and financial press
Tier 3 media review-only weekly No direct score movement Review required
Specialist Sector Publication Review Pool
Approved sector publications
Tier 3 media review-only weekly No direct score movement Review required
Social Media Discovery Signals
Public social platforms
Tier 4 social-or-commentary review-only manual No direct score movement Review required
Unsourced Blogs and Partisan Commentary
Unverified web commentary
Tier 4 social-or-commentary review-only manual No direct score movement Review required

Tier 1

Official and primary institutional sources

May support indicators and score changes after validation.

Tier 2

Specialist, policy, academic and monitoring sources

May support indicators, triangulation and score changes with confidence controls.

Tier 3

Credible media and sector publications

May support event discovery and corroboration; high-risk score effects require review.

Tier 4

Discovery-only social, blog or commentary sources

Never directly changes scoring; may only trigger search for higher-confidence sources.