WORLD PREDICTA
DATA COVERAGE REGISTER

What we know. What we do not. What comes next.

WorldPredicta is an open-data aggregation product, not one secret database. This page separates sources that are actually serving the product from planned and restricted feeds.

Effective and last updated: August 24, 2026
8CONNECTED
10PARTIAL
18NEXT
8RESTRICTED

How to read this page

Connected means data reaches a current product surface. It does not mean the source covers every country or permits every form of public reuse. Next means the source is valuable but not yet part of public answers. Restricted means the product fails closed until permission or a contract exists.

The machine-readable catalog is available at /api/v1/data-sources. The expanded operational register at /api/v1/sources/status exposes cadence, stale thresholds, fallbacks, parser state, rights posture and the active publication receipt. Commercial rights remain separately controlled in the source-rights register.

Connected and serving

These sources currently contribute to a public WorldPredicta surface through a bounded collector or map layer.

CONNECTEDWorld Development Indicators
World Bank · Global baseline

COVERS: 25 comparable country-profile indicators plus a separately labeled structural net-migration balance across growth, jobs, prices, poverty, assistance, health, education, infrastructure, trade, resources, energy, environment and people movement.

UPDATE REALITY: Series-dependent; protected country collection checks every six hours.

RIGHTS: Open-dataset terms and attribution are recorded; raw bulk resale is not offered.

Open official source ↗
CONNECTEDU.S. Federal Register API
Office of the Federal Register / U.S. Government Publishing Office · Real-time signal

COVERS: U.S. federal rules, proposed rules and notices with official stage, publication date, comment deadline, effective date and document link.

UPDATE REALITY: Weekday publication; protected collection checks every six hours.

RIGHTS: U.S. federal public information; linked third-party material remains separate.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
CONNECTEDUK Parliament Bills API
UK Parliament · Real-time signal

COVERS: Westminster bills, current House, stage, withdrawal, defeat and Act flags. Devolved legislatures are outside this connector.

UPDATE REALITY: As Parliament updates a bill; protected collection checks every six hours.

RIGHTS: Open Parliament Licence v3.0 with attribution.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
CONNECTEDUNHCR Refugee Population Statistics
United Nations High Commissioner for Refugees · Global baseline

COVERS: Annual asylum applications and monthly destination-country refugee/asylum-seeker nowcasts, kept separate as applications and modeled stocks.

UPDATE REALITY: Annual official releases and monthly nowcasts; protected collection checks every six hours.

RIGHTS: CC BY 4.0 with UNHCR Refugee Population Statistics Database attribution.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
CONNECTEDUSGS + NASA EONET + GDACS
USGS, NASA and European Commission / UN partners · Real-time signal

COVERS: Earthquakes, storms, wildfires, volcanoes, floods and higher-severity disaster alerts.

UPDATE REALITY: Minute-level to hourly source observations; regions rotate through protected snapshots.

RIGHTS: Attribution and feed-specific controls are retained; event presence is not republished as verified damage.

Open official source ↗
CONNECTEDNational Airspace System Status
U.S. Federal Aviation Administration · Real-time signal

COVERS: Current U.S. airport ground stops, ground-delay programs, closures, arrival and departure delay notices, causes, time windows and runway configurations.

UPDATE REALITY: Server-side collection is cached for 30 seconds and uses the source observation timestamps.

RIGHTS: Official U.S. Government airport-status information is used as attributed, bounded facts. Airline-specific status is not inferred, raw redistribution is not offered, and paid-use review remains separate.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
CONNECTEDAviation Weather Center Data API
NOAA and National Weather Service · Real-time signal

COVERS: Worldwide terminal weather observations and forecasts through bounded METAR and TAF lookups.

UPDATE REALITY: One cached lookup per airport per minute; source rate limit is respected and source timestamps remain visible.

RIGHTS: Official U.S. Government weather data is displayed with NOAA/NWS attribution and original receipts. Weather is never treated as a confirmed flight-delay cause without a separate official operational receipt.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
CONNECTEDUCDP Candidate Events
Uppsala Conflict Data Program · Global baseline

COVERS: Geocoded organized-violence events with actors, event dates, violence type and fatality estimates for global conflict research.

UPDATE REALITY: Monthly candidate releases with no more than about one month of lag; final annual GED releases remain separate.

RIGHTS: Current UCDP downloads are CC BY 4.0. Redistribution keeps UCDP attribution, the Hegre et al. (2020) citation (doi:10.1177/2053168020935257), license link and WorldPredicta adaptation notice. API access is free but requires an approved token and is limited to 5,000 requests per day.

ACCESS: Open

DELIVERY FIT: Offline batch

Open official source ↗

Connected, but incomplete

Part of the source is in use, while important datasets, geography or commercial rights are still missing.

PARTIALOfficial state legislature feeds
Texas, Pennsylvania, Iowa and Kansas legislatures · National detail

COVERS: Connected Texas daily filed/passed-bill feeds, Pennsylvania House/Senate roll calls and the Kansas bill inventory, plus a clearly unverified Iowa feed registration.

UPDATE REALITY: Source-specific daily or session updates.

RIGHTS: Official factual metadata only; source-specific reuse review and attribution remain attached.

ACCESS: Mixed / per-source

DELIVERY FIT: Edge scheduled

Open official source ↗
PARTIALIMF Data and PortWatch
International Monetary Fund · Global baseline

COVERS: Headline inflation and strategic shipping-flow observations; broader debt, fiscal, reserves and outlook series are not normalized yet.

UPDATE REALITY: Monthly economics and weekly shipping releases.

RIGHTS: Dataset-level public display, caching and for-profit-use review remains required before production use.

Open official source ↗
PARTIALGDELT DOC 2.0 + Direct Source Network + live World News API
GDELT Project, 23 direct public feeds across about 16 editorial ownership groups, and a separate World News API no-store lane · Real-time signal

COVERS: Recent world reporting across security, economies, health, climate, technology, movement, resources, policy and culture, with original source, publication time, language, country metadata and source-role labels. The direct network now includes Global Voices in eight languages, 360info and Mongabay alongside public broadcasters, official institutions and regional newsrooms.

UPDATE REALITY: Protected hourly collection; the breaking monitor checks explicit impact language and distinct-publication corroboration without calling publishers on page requests.

RIGHTS: Direct feeds and GDELT DOC retain link-only receipts with attribution; linked publisher rights remain separate. World News API is available only as a manual request-time lane with no application cache or durable retention. Any storage, caching or durable derived use still requires written provider approval.

Open official source ↗
PARTIALLicensed ADS-B Exchange + Airplanes.live + OpenSky + PocketWorld
Licensed, community and research aircraft networks · Real-time signal

COVERS: Current aircraft positions, callsigns, altitude, speed, course, registration and aircraft type where receivers and source rights permit.

UPDATE REALITY: Licensed reads are checked every 15 seconds; PocketWorld and anonymous OpenSky use 30- and 60-second shared backoffs; protected snapshots rotate broader regions.

RIGHTS: ADS-B Exchange requires the configured licensed business path. Community and anonymous research fallbacks remain prototype-only and are not represented as production capacity.

Open official source ↗
PARTIALBarentsWatch AIS
Norwegian Coastal Administration via BarentsWatch · Real-time signal

COVERS: Live and recent vessel positions, reported destinations and ETAs inside Norwegian coverage.

UPDATE REALITY: Live regional AIS when approved credentials are configured; aggregate IMF PortWatch route flows remain the global fallback.

RIGHTS: NLOD commercial reuse is available with required attribution; traffic and service expectations still need provider coordination.

Open official source ↗
PARTIALWikimedia + Hacker News + Mastodon + Reddit gate
Wikimedia, Y Combinator, Mastodon and Reddit · Real-time signal

COVERS: Cross-language curiosity, technology discussion and public attention signals; not representative public opinion.

UPDATE REALITY: Protected hourly collection over source observations ranging from near real time to daily.

RIGHTS: Platform-specific attribution, deletion, retention and commercial-use terms remain separate. Reddit requires approved API credentials and commercial permission.

Open official source ↗
PARTIALCopernicus Climate and Sentinel
European Union · Real-time signal

COVERS: ERA5 weather history plus Sentinel imagery for heat, drought, floods, crops, wildfire damage, water, ports, mining and urban change.

UPDATE REALITY: Hourly climate reanalysis to multi-day satellite revisits.

RIGHTS: Attribution, processing provenance and downstream product terms must be recorded before public derived layers launch.

Open official source ↗
PARTIALGDELT DOC 2.0
GDELT Project · Real-time signal

COVERS: Bounded multilingual publisher-link discovery with original titles, publication times, languages, source countries and source URLs.

UPDATE REALITY: Protected newsroom collection queries a bounded 24-hour article-list window; GDELT updates its index continuously.

RIGHTS: GDELT permits commercial use and redistribution of its datasets with attribution. Linked publisher material keeps its own rights, so this connector stores link metadata only and does not republish article bodies or translations.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
PARTIALU.S. Maritime Advisories
U.S. Maritime Administration · Real-time signal

COVERS: Official active and cancelled maritime-security advisories with named regions, effective dates and expiry dates, including the Strait of Hormuz, Bab el-Mandeb, Red Sea and Black Sea.

UPDATE REALITY: Every protected operations collection; public advisory labels are withheld after a six-hour source-age ceiling.

RIGHTS: U.S. federal advisory metadata are a strong reuse candidate, but attribution, attachments and any marked third-party material still require a recorded review.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
PARTIALWikidata + OpenStreetMap
Wikimedia community and OpenStreetMap Foundation · Global baseline

COVERS: Country and entity identities, cities, languages, currencies, organizations, infrastructure and map geography.

UPDATE REALITY: Continuously edited; production snapshots should be versioned.

RIGHTS: Wikidata CC0 and OpenStreetMap ODbL obligations remain distinct; map attribution is shown.

Open official source ↗

Next official connectors

These belong in the open-data foundation, but they are not allowed to appear as connected until normalization, freshness and license checks pass.

NEXTILOSTAT
International Labour Organization · Global baseline

COVERS: Employment, unemployment, youth employment, participation, informal work, hours, wages, labor income and gender gaps.

UPDATE REALITY: Monthly to annual by series and country.

RIGHTS: Bulk/API terms, attribution and commercial display review must be stored per dataset.

Open official source ↗
NEXTWorld Health Data Hub
World Health Organization · Global baseline

COVERS: Mortality, disease burden, spending, workforce, vaccination, maternal and infant health and health inequality.

UPDATE REALITY: Daily monitoring to annual structural releases, depending on indicator.

RIGHTS: Indicator-level terms and attribution require review; endpoint-version monitoring is mandatory during the GHO transition.

Open official source ↗
NEXTFAOSTAT
Food and Agriculture Organization · Global baseline

COVERS: Crop yields, livestock, forestry, fisheries, food prices, fertilizer, land, trade dependency, hunger and food balances.

UPDATE REALITY: Monthly to annual by domain.

RIGHTS: FAO statistical datasets default to CC BY 4.0 with attribution, but dataset metadata can identify third-party exceptions and the additional FAO database terms still apply.

ACCESS: Open

DELIVERY FIT: Edge scheduled

Open official source ↗
NEXTOECD Data Explorer
OECD · Global baseline

COVERS: High-income labor, prices, productivity, households, taxation, education, health and public finance.

UPDATE REALITY: Monthly to annual by dataset.

RIGHTS: API terms, attribution and redistribution scope require dataset-level review.

Open official source ↗
NEXTEurostat
European Commission · Global baseline

COVERS: European prices, labor, production, trade, population, housing, energy, transport and regional statistics.

UPDATE REALITY: Near-real-time releases to annual tables.

RIGHTS: Reuse and attribution rules must be captured per table and release.

Open official source ↗
NEXTGDELT 2.0 Events and GKG
GDELT Project · Real-time signal

COVERS: CAMEO event records, actors, locations, themes and tone from the fifteen-minute Event and Global Knowledge Graph files.

UPDATE REALITY: Approximately 15-minute warehouse files.

RIGHTS: GDELT dataset reuse is permissive with attribution, but linked publisher content retains its own rights and machine translation does not grant article-republication rights.

ACCESS: Open

DELIVERY FIT: Offline batch

Open official source ↗
NEXTReliefWeb API
United Nations Office for the Coordination of Humanitarian Affairs · Real-time signal

COVERS: Curated humanitarian reports, disasters, countries, themes and source organizations with original publication links.

UPDATE REALITY: Continuously updated; API quota is 1,000 calls per day and responses return at most 1,000 records.

RIGHTS: The API is free, but partner reports can be copyrighted by their original publishers. Store normalized metadata and links only unless an item grants broader rights.

ACCESS: Free with registration

DELIVERY FIT: Edge scheduled

Open official source ↗
NEXTNASA FIRMS
NASA Earthdata · Real-time signal

COVERS: Satellite thermal anomalies and active-fire detections from VIIRS and MODIS with acquisition time, confidence and fire radiative power.

UPDATE REALITY: Near-real-time observations; latency varies by satellite and processing path.

RIGHTS: NASA-led Earth observation data are generally open, but the exact FIRMS products and requested attribution must be recorded before publication.

ACCESS: Free with registration

DELIVERY FIT: Offline batch

Open official source ↗
NEXTOfficial sanctions lists
US OFAC, UK FCDO and UN Security Council · Real-time signal

COVERS: New and changed sanctions designations for individuals, entities, vessels and aircraft, including program and regime metadata.

UPDATE REALITY: As authorities publish changes; poll static XML or CSV releases and preserve list-version hashes.

RIGHTS: US government and UK Open Government Licence reuse are strong candidates. UN and any downstream commercial use still require a source-specific terms record.

ACCESS: Mixed / per-source

DELIVERY FIT: Edge scheduled

Open official source ↗
NEXTRIPE RIS Live + BGPalerter
RIPE NCC and open-source maintainers · Real-time signal

COVERS: Global BGP announcements and withdrawals that can surface route visibility loss, leaks, hijacks and major routing changes.

UPDATE REALITY: Continuous JSON over WebSocket or HTTP streaming.

RIGHTS: RIPE grants revocable commercial permission by default when its terms, logo, link and required RIS description are used. The detector code and data terms remain separate.

ACCESS: Open

DELIVERY FIT: Persistent collector

Open official source ↗
NEXTEmber electricity data
Ember · Global baseline

COVERS: Comparable country electricity generation, demand, capacity, emissions intensity and fuel-share observations, including monthly datasets where available.

UPDATE REALITY: Monthly and annual by dataset.

RIGHTS: The official API documents its electricity datasets as CC BY 4.0; attribution and dataset version must travel with each observation.

ACCESS: Free with registration

DELIVERY FIT: Edge scheduled

Open official source ↗
NEXTEIA Open Data
U.S. Energy Information Administration · National detail

COVERS: US high-frequency electricity, petroleum and natural-gas series plus international production, consumption, reserves and energy projections.

UPDATE REALITY: Hourly to annual by route.

RIGHTS: EIA-produced data are public domain and reusable with requested acknowledgment; third-party protected items remain excluded.

ACCESS: Free with registration

DELIVERY FIT: Edge scheduled

Open official source ↗
NEXTMineral Commodity Summaries
U.S. Geological Survey · Global baseline

COVERS: World production, reserves, resources, trade exposure, recycling, critical-mineral events and five-year statistics for more than 90 minerals and materials.

UPDATE REALITY: Annual release with versioned corrections.

RIGHTS: The 2026 USGS data release is public domain; retain its DOI, version and citation and exclude separately marked third-party media.

ACCESS: Open

DELIVERY FIT: Offline batch

Open official source ↗
NEXTSEC EDGAR data APIs
U.S. Securities and Exchange Commission · National detail

COVERS: Company submissions and standardized XBRL financial facts from 10-K, 10-Q, 8-K, 20-F, 40-F and 6-K filings.

UPDATE REALITY: Submissions typically update in under a second and XBRL facts in under a minute; bulk archives rebuild nightly.

RIGHTS: SEC website information is public information that may be copied with citation; filing exhibits can still contain third-party material and SEC marks cannot imply affiliation.

ACCESS: Open

DELIVERY FIT: Offline batch

Open official source ↗
NEXTADSB.lol historical archives
ADSB.lol community · Specialist gap

COVERS: Daily global aircraft-position archives for historical mobility baselines, route activity and model backtesting.

UPDATE REALITY: Daily GitHub releases; not a service-level promise for live application reads.

RIGHTS: The historical database is published under ODbL 1.0. Database attribution and share-alike obligations must be designed before derived public databases ship.

ACCESS: Open

DELIVERY FIT: Offline batch

Open official source ↗
NEXTOpenAlex
OurResearch · Global baseline

COVERS: National research output, AI and medical research, universities, collaboration, citation momentum and knowledge networks.

UPDATE REALITY: Daily API and snapshot updates.

RIGHTS: CC0 metadata can support derived research; source links and snapshot version remain visible.

Open official source ↗
NEXTOur World in Data Chart API
Our World in Data and original dataset providers · Global baseline

COVERS: Energy mix, emissions, climate, population, health, poverty, food, technology and science indicators.

UPDATE REALITY: Dataset-dependent; chart exports and metadata can update daily to annually.

RIGHTS: Every indicator needs an allowlist decision because many OWID charts retain the original provider's license rather than one universal data license.

Open official source ↗
NEXTOfficial national sources
Statistics offices, central banks, ministries, regulators and exchanges · National detail

COVERS: Earlier and more detailed country releases for jobs, wages, prices, budgets, elections, energy, health, tourism, customs and markets.

UPDATE REALITY: Release-calendar driven.

RIGHTS: Each producer gets its own terms, attribution, caching and redistribution decision; public visibility is not assumed to grant reuse.

Open official source ↗

Permission or contract required

A public API, visible website or free key does not automatically permit commercial redistribution.

RESTRICTEDIMO piracy and armed-robbery reports
International Maritime Organization · Specialist gap

COVERS: Reported piracy and armed-robbery incidents with position, date/time, vessel description and reported consequences, plus monthly and annual reports.

UPDATE REALITY: Continuous registered GISIS updates with monthly public report files.

RIGHTS: IMO website materials are limited to personal, non-commercial reuse under the standard site terms; public for-profit ingestion or display needs written permission.

ACCESS: Permission required

DELIVERY FIT: Contract gated

Open official source ↗
RESTRICTEDCloudflare Radar outages
Cloudflare · Specialist gap

COVERS: Country, regional and network-level Internet outages with start time, scope, likely cause and linked public context.

UPDATE REALITY: Near real time through the authenticated Radar API.

RIGHTS: Radar API data are CC BY-NC 4.0. A for-profit product needs written permission even when the site itself has no paywall.

ACCESS: Permission required

DELIVERY FIT: Contract gated

Open official source ↗
RESTRICTEDMobility Database catalogs
MobilityData · Specialist gap

COVERS: Worldwide discovery metadata for GTFS schedules and GTFS-Realtime vehicle positions, trip updates and service alerts.

UPDATE REALITY: Catalog contributions land roughly one to three times per month; individual real-time feeds update on producer schedules.

RIGHTS: Catalog metadata are CC0 and code is Apache 2.0, but every producer feed keeps its own license and some catalog records omit a license URL.

ACCESS: Mixed / per-source

DELIVERY FIT: Persistent collector

Open official source ↗
RESTRICTEDGlobal Fishing Watch vessel presence
Global Fishing Watch · Specialist gap

COVERS: Aggregated global AIS vessel presence by vessel type and flag, plus fishing activity and satellite vessel detections.

UPDATE REALITY: Recent datasets are delayed by roughly 72 to 96 hours and are not individual live tracks.

RIGHTS: The public APIs and data are CC BY-NC 4.0 for non-commercial uses. Commercial integration needs a custom license that is not generally offered as a public plan.

ACCESS: Permission required

DELIVERY FIT: Contract gated

Open official source ↗
RESTRICTEDGoogle Trends API alpha
Google · Specialist gap

COVERS: Consistently scaled search interest for topics across countries and subregions with a rolling five-year history.

UPDATE REALITY: Daily, weekly, monthly and annual aggregates ending about two days before the request.

RIGHTS: The API remains a limited alpha with application approval and non-public program terms; public documentation does not establish production redistribution rights.

ACCESS: Permission required

DELIVERY FIT: Contract gated

Open official source ↗
RESTRICTEDUN Comtrade
United Nations Statistics Division · Specialist gap

COVERS: Detailed bilateral merchandise trade by product and reporting country.

UPDATE REALITY: Monthly to annual reporting.

RIGHTS: Automated download, redistribution and commercial exploitation require a documented permission decision; a free key is not treated as commercial clearance.

Open official source ↗
RESTRICTEDACLED
Armed Conflict Location & Event Data · Specialist gap

COVERS: Conflict, protest, political violence and event-level actors, dates and locations.

UPDATE REALITY: Near real time to weekly, product and license dependent.

RIGHTS: Commercial products require an ACLED corporate license, and raw redistribution or AI use must stay inside the agreed terms.

Open official source ↗
RESTRICTEDPremium market, AIS, flight and satellite feeds
Future contracted providers · Specialist gap

COVERS: Exchange display rights, global vessel voyages, higher-quality aircraft positions, private companies and high-resolution satellite tasking.

UPDATE REALITY: Live to daily, contract-dependent.

RIGHTS: A written commercial contract, public-display scope, service levels and capacity plan are required before a production feature can use the feed.

Open official source ↗

Why a country can still be missing an answer

One country may publish inflation monthly, unemployment quarterly and health outcomes annually. WorldPredicta keeps those clocks separate. It does not label annual GDP “live,” does not turn a stale value into a current grade, and does not answer a specific health, mineral or political question with an adjacent economic paragraph.