Harmonized Data Registry

The longest continuous open-license cross-country mineral statistics dataset: 407,000+ observations of production, imports, and exports for 70+ commodities and 200+ countries from 1913 onward, published by the British Geological Survey.

World Bank CCKP country-level climate timeseries — 12 indicators across temperature, precipitation, and extremes, CMIP6 ensemble median, historical (1950–2014) plus four SSP pathways (2015–2100).

Comprehensive catalogue of every tracked man-made object in Earth orbit or escape trajectory: 69,000+ records from Sputnik 1 onward, with orbital parameters and owner attribution.

Consolidated country-level international-trade facts derived from CEPII BACI — the reconciled, harmonized bilateral-trade dataset built by CEPII from UN Comtrade (one value per year-exporter-importer-HS6, CIF→FOB removed, unreliable reporters down-weighted). This dataset publishes DERIVED FACTS only (top-5 export/import partners, top-5 HS2 product groups, and biggest share gainers/losers vs the 2022 baseline) — never the raw bilateral matrix.

Archived country profiles from the CIA World Factbook (January 2026), featuring detailed geographic, economic, and demographic data for 255 entities.

CIA directory of current foreign government cabinets — 199 countries with role/person pairs, central bank governor, ambassador to the US, and UN permanent representative.

Cross-country quantitative dataset on political and electoral institutions: 8,732 country-year observations across ~180 countries and 124 variables, from 1975 through 2023.

EDGAR 2025 emissions inventory — 1.5M observations of GHG and air-pollutant emissions by country × IPCC 2006 sector for 225 countries, 32 compounds, 1970–2024.

Comprehensive bulk EIA dataset covering global energy production, consumption, trade, reserves, and capacity for 217+ countries from 1980 onward (104,407 series, 4.7M observations).

Country-level yearly electricity data from Ember (ember-energy.org): electricity generation by source (TWh and % share of generation — Solar, Wind, Hydro, Nuclear, Coal, Gas, Bioenergy, plus aggregates like Clean/Fossil/Renewables/Total/Demand/Net imports) and power-sector carbon intensity (gCO2/kWh), 2000-present, ~215 entities. The electricity-transition / energy-mix facet for country pages, complementing eia_energy_international (production by fuel) and WDI energy series.

Jonathan McDowell's General Catalog of Artificial Space Objects (planet4589.org): ~57,000 catalogued objects with per-object launch date, owner/state (country), organization, orbit, and status. Open-source space database; replaces celestrak (US DoD redistribution-restricted, D-44).

Open-licensed global administrative boundaries from geoBoundaries (William & Mary geoLab), Comprehensive Global Administrative Zones (CGAZ). Three global GeoPackage composites — ADM0 (country), ADM1 (first-level divisions), ADM2 (second-level divisions) — each carrying geometry plus attributes (shapeName, shapeGroup = ISO3 country, shapeType, shapeID) for ~200 entities including Taiwan and Kosovo.

Complete GeoNames.org gazetteer with 13.4 million geographic features including cities, mountains, rivers, lakes, and administrative divisions, stored in an optimized SQLite database.

Global Forest Watch annual country statistics — tree cover loss, primary forest loss, drivers of loss, and forest carbon flux at country and first-subnational level from 2001 onward.

Global Carbon Budget 2025 — 146,000 annual observations of country and global CO2 flows: fossil (territorial + consumption + transfers), land-use (3 models), plus global budget aggregates, 1750–2024.

Global Energy Monitor's open-access catalog of asset-level energy and heavy-industry infrastructure trackers: power plants (coal, oil & gas, solar, wind, hydro, nuclear, bioenergy, geothermal), oil/NGL and gas pipelines, LNG terminals and carriers, coal mines and terminals, heavy industry (iron & steel, cement, iron ore, chemicals), energy ownership, integrated power, and methane emitters. Each genuine data sheet across GEM's bundled trackers is loaded as one SQLite table; per-country aggregation is performed downstream (Databook worker).

Authoritative scholarly catalogue of every language, family and dialect: 27,177 languoid records with ISO 639-3 codes, geographic coordinates and country mappings, by the Max Planck Institute for Evolutionary Anthropology.

Comprehensive global voter turnout data from presidential, parliamentary, and EU Parliament elections since 1945: ~3,900 election records with turnout %, VAP turnout, total votes and registration figures.

Authoritative dataset on internally displaced people: annual country totals (conflict + disaster) for 200+ countries from 2003, plus event-level disaster records from 1970, by IDMC Geneva.

Global macroeconomic data from the IMF DataMapper API, covering 133 headline indicators across 241 reporting entities with observations from 1800 to 2031.

IPU Parline provides structured data on 193 national parliaments and 279 chambers with historical elections, gender statistics, and party seat allocations since 1946.

Bibliographic and access metadata for 82 Library of Congress Country Studies volumes — direct PDF, OCR, and item-page URLs covering history, politics, economy, and society.

Long-run historical GDP per capita and population estimates for 169 countries from 1 CE to 2022, in 2011 international dollars (PPP-adjusted), maintained by the University of Groningen.

VLIZ Maritime Boundaries Geodatabase — every coastal state's 200NM Exclusive Economic Zone polygon with sovereign and territorial claimant attributes. GeoJSON + attribute SQLite.

NASA's Earth Observatory Natural Event Tracker — 19,800+ globally significant natural events since 1980 across 13 categories, with geographic tracks and partner agency attributions.

Complete Natural Earth vector dataset containing 350,738 features across 186 map layers at 1:10m, 1:50m, and 1:110m scale levels, stored in a single SpatiaLite database.

OECD Development Assistance Committee core ODA aggregates — donor flows (DAC1), recipient flows (DAC2A), sector breakdown (DAC5). Annual series from 1960.

Monthly aggregated internet measurements per country and per OONI test — measurement counts plus anomaly, confirmed interference, failure, and ok breakdowns from 2014 onward.

Global catalog of magnitude ≥4.5 earthquakes from 1900 to today, fetched from the USGS ANSS Comprehensive Earthquake Catalog. ~220,000 events with location, depth, magnitude, type and impact metrics.

V-Dem Varieties of Democracy (v16) provides quantified metrics on democracy, civil liberties, and political institutions for 202 countries from 1789 through 2025.

Full Country Policy and Institutional Assessment archive — annual World Bank ratings (1-6 scale) for IDA-eligible countries across 16 policy dimensions.

World Bank Education Statistics covering enrolment, attainment, and learning outcomes from 1960, featuring 8,450 indicators across 296 countries and aggregates.

World Bank Global Economic Monitor — 36 high-frequency macroeconomic indicators for monthly/quarterly tracking of exchange rates, prices, production, and trade.

Full World Bank Gender Statistics covering demographics, education, labour, health, violence, and political participation — 1,392 gender-disaggregated indicators.

World Bank Global Financial Development (GFDD) archive featuring 108 indicator series on financial system depth, access, and stability across 225 countries (1960-2021).

Full Global Findex database — financial-inclusion indicators from surveys of 128,000+ adults in 140+ economies, disaggregated by gender, income, education, age.

Full Health, Nutrition and Population database from the World Bank, compiling 474 indicators from WHO, UNICEF, UN Population Division, and national statistics.

Full World Bank International Debt Statistics archive covering external-debt stocks, flows, terms, and projections for DRS reporters from 1970 onward.

World Bank Jobs Group labour market database — 166 indicators on employment, unemployment, informality, wages, and job quality harmonised from ILOSTAT and surveys.

World Bank Logistics Performance Index ranking 139 countries across six dimensions of trade logistics efficiency, with biennial survey data spanning 2007 through 2023.

Full demographic estimates and long-run projections for every country, drawn from UN Population Division and curated by the World Bank — 187 indicators.

Joint World Bank–IMF Public Sector Debt database — 564 quarterly indicators on government debt by instrument, maturity, residency, and currency composition.

Full Sustainable Energy for All archive covering electricity access, clean cooking, renewable energy share, and energy efficiency across countries.

Full World Development Indicators archive from the World Bank: 1,486 indicators, 265 countries and aggregates, from 1960 onward (8.9M observations) — every cell preserved with metadata.

Worldwide Governance Indicators (WGI) provide aggregate and individual governance data for over 200 countries across six key dimensions from 1996 onward.

Long-run distribution of income and wealth — top income shares, wealth concentration, DINA, and gender inequality for ~200 countries since the 19th century.

BIC and SMDG facility codes identifying 16,181 container handling sites, depots, and sea terminals across 165 countries worldwide.

Structured JSON mirror of CIA World Factbook country profiles — 13 thematic sections per country (geography, government, economy, energy, military, terrorism, transnational issues). CC0 release.

Database of Global Administrative Areas (GADM) version 4.1 with 356,509 boundary polygons spanning 263 countries and territories, from country level down to ADM5 subdivisions.

Comprehensive country directory from GeoNames.org covering 250 countries and territories with ISO codes, capitals, area, population, and continent classification.

Global Fishing Watch's registry of 166,482 named anchorage locations used by fishing and commercial vessels, with GPS coordinates, country assignments, dock indicators, and S2 cell identifiers.

Global Fishing Watch raster dataset measuring the distance from any ocean point to the nearest port in meters, delivered as a GeoTIFF at 10 arc-second resolution (~463m at the equator).

Global Fishing Watch raster dataset encoding the distance from any ocean point to the nearest shoreline in meters, stored as a GeoTIFF at 10 arc-second resolution (~463m at the equator).

Comparative reference on the four mechanisms of direct democracy — referendums, citizens' initiatives, agenda initiatives, and recall — across 197 countries with ~46 research questions per country.

Comparative reference on ICT use across the electoral cycle in 228 countries — biometric registration, e-voting, results transmission, open source, online publication.

Cross-country reference on political party and election campaign finance regulation: 181+ countries answering 58 detailed questions about bans, public funding, spending limits, and reporting requirements.

OECD International Transport Forum freight statistics: 133,826 monthly observations across road, rail, waterway, and air modes for member countries since 1994.

Seven infrastructure layers extracted from OpenStreetMap covering airports, warehouses, container facilities, lighthouses, border crossings, customs offices, and free trade zones worldwide.

Community-maintained global aviation database with airports, runways, frequencies, navaids, and geographic reference data. 7 relational tables in SQLite format covering all countries worldwide.

Complete registry of 245 international telephone calling codes assigned by the ITU under the E.164 numbering standard, mapped to ISO 3166-1 alpha-2 country codes.

SIPRI Arms Transfers Trade Register — 29,917 bilateral transfer records for major conventional arms, 1950–2025, with SIPRI Trend-Indicator Values per unit, per order, and per delivery.

SIPRI Military Expenditure Database — 53,204 annual observations for 174 states covering defense spending across seven indicators from 1949 through 2024.

UK FCDO country-by-country travel advice for 226 destinations — entry requirements, safety and security, health, and consular assistance, structured as ordered chapters.

Directory of 252 air carriers tracked by the US Department of Transportation Bureau of Transportation Statistics, covering US all-cargo, US passenger, and foreign freight airline categories.

USGS Data Series 140 — long-running historical statistics for approximately 90 mineral and material commodities essential to the U.S. economy, typically from 1900 onward.

Annual statistical report on the global merchant fleet from EMSA/Equasis covering fleet population by ship type, classification society distribution, and port state control inspection data for 2022.

Authoritative list of every Top-Level Domain (TLD) delegated on the DNS root — ccTLDs, gTLDs, sponsored, infrastructure — with the registry manager for each, sourced from IANA.

Standardized country identification codes used globally in trade, banking, and logistics systems.

Administrative subdivision codes for 200 countries covering states, provinces, regions, departments, and districts per ISO 3166-2.

International standard for currency representation using 3-letter and numeric codes, maintained by SIX Group on behalf of ISO.

Official U.S. National Geospatial-Intelligence Agency publication listing 3,804 major commercial ports with geographic coordinates and regional classifications.

Official FAA aviation acronyms and bilingual abbreviations covering 1,909 terms used across airports, air traffic control, and flight operations.

ADN inland waterway dangerous goods reference from BAM. 3,353 UN numbers with classification codes, packing instructions, and special provisions for European river/canal transport.

ADR road transport dangerous goods reference from BAM. UN numbers with classification codes, packing instructions, and special provisions for European road carriage of hazardous materials.

ICAO air transport dangerous goods reference from BAM. UN numbers with classification codes, packing instructions, and special provisions for air cargo of hazardous materials.

IMDG maritime dangerous goods reference from BAM. UN numbers with classification codes, stowage/segregation instructions, and special provisions for sea carriage of hazardous materials.

RID railway dangerous goods reference from BAM. UN numbers with classification codes, packing instructions, and special provisions for European rail carriage of hazardous materials.

BAM and UN dangerous goods data based on the UN Model Regulations (Orange Book). The foundational standard behind ADR, RID, IMDG, ICAO, and ADN.

NOAA/EPA hazardous chemical database with 2,436 substances (UN numbers, hazard classes, shipping names) and 68 reactive groups for chemical compatibility analysis.

Comprehensive reference for US hazardous materials regulations derived from 49 CFR Part 172.101. Tailored for compliance with US Department of Transportation and PHMSA dangerous goods requirements.

Three-tier ship type classification system from EMSA/Equasis: merchant fleet scope categories, port state control ship types, and maritime trade association groupings totaling 272 entries.

Complete FAA Releasable Aircraft database with 309,586 registered aircraft (N-numbers, owners, registration status) and 93,473 aircraft model specifications (manufacturer, category, performance).

U.S. Government standard for geopolitical entity identification, replacing FIPS 10-4. Includes 280 country/territory codes and 5,219 administrative subdivisions.

Official GHS chemical hazard pictograms and ADR dangerous goods transport labels as defined by UNECE, with PNG images and structured classification metadata.

Directory of 1,536 airlines with IATA 2-letter designators, ICAO 3-letter codes, radio callsigns, and country of registration sourced from OpenFlights.

Comprehensive airport directory with 4,533 IATA/ICAO-coded airports worldwide, plus 9 standard ULD cargo container type specifications with aircraft compatibility data.

IATA Unit Load Device (ULD) type codes — 9 standard cargo container and pallet types with specifications, dimensions, and aircraft compatibility.

Official ICAO aircraft classification with 7,249 type designators (wake turbulence, engine type, manufacturer) and 2,053 aircraft manufacturer codes from the live Doc 8643 database.

Complete list of 148 certificates and documents required on board ships under IMO conventions: SOLAS (83), MARPOL (36), Tonnage (21), STCW (4), and Ballast Water (4).

ICC's 11 standard international commercial terms defining buyer and seller obligations in global trade contracts.

Complete ISO 639 language code register — 8,306 languages with 2-letter, 3-letter bibliographic/terminologic, and comprehensive SIL codes plus English/French names.

Standardized size and type codes for intermodal freight containers as defined by ISO 6346 and verified by the Bureau International des Containers.

Complete GLEIF Golden Copy with 3.2 million Legal Entity Identifiers covering legal names, jurisdictions, addresses, entity status, and registration details per ISO 17442.

Official SMDG carrier identification codes for container shipping lines, including NVOCC/VOCC classification and parent company relationships.

SMDG operational code lists for container shipping EDIFACT messages, covering equipment attributes, handling, stowage, dangerous goods, vessel delays, and terminal operations.

Official SMDG codes identifying 1,277 container handling terminals worldwide, recognized by UN/CEFACT as child codes of UN/LOCODEs.

Localized display names for territories, languages, scripts, and variants from the Unicode CLDR, covering 766 locales worldwide.

Classification of 4,166 dual-use items from EU Regulation 2021/821 Annex I, covering goods, software, and technology.

The EU's official register (eAmbrosia) of geographical indications protected in the European Union: agri-food products, wines, and spirit drinks registered as PDO (Protected Designation of Origin), PGI (Protected Geographical Indication), or GI (spirits/aromatised wines). Each record carries the protected name(s), the EU GI identifier, file number, originating country/countries (incl.

Centralized registry of 317,931 payment and electronic money institutions authorized across the European Economic Area, maintained by the EBA.

Comprehensive registry of 5,388 monetary financial institutions (MFIs) resident in the EU, maintained by the European Central Bank.

Structured EU Common Military List with 796 classified items spanning 22 categories (ML1-ML22) of military equipment subject to export controls.

EU Consolidated Financial Sanctions List containing 5,833 designated persons, entities, and vessels subject to EU restrictive measures, sourced from the European External Action Service.

Complete register of participants in all SEPA payment schemes (SCT, SDD, SCT Inst, VOP, etc.) published by the European Payments Council. Includes payment service providers with BIC codes.

List of direct participants in the ECB TARGET/T2 large-value euro payment system. Includes bank BIC codes, institution names, and participation types. T2 replaced TARGET2 in March 2023.

Official European Commission TENtec data with 25,796 transport infrastructure records — nodes (airports, ports, terminals, urban nodes) and links (roads, railways, waterways) across all 9 European ...

Eurostat multimodal transport statistics with 70,907 records covering aviation, maritime, rail, and road freight volumes across EU member states from 1993 to 2025.

Official VAT rates for all 27 EU member states sourced from the European Commission TEDB, covering standard, reduced, super-reduced, and parking rates plus territorial exceptions.

Official EU Combined Nomenclature (CN) codes for customs and trade statistics. Complete 8-digit commodity classification based on the Harmonized System.

Statistical classification of products by activity in the EU. 5,828 product codes with hierarchical structure and 24-language labels.

Common Procurement Vocabulary (CPV) - 9,447 codes for public procurement classification in the European Union. Hierarchical 9-digit codes for goods, works, and services used in TED.

Official ECB/Eurostat daily euro foreign exchange reference rates — 326,153 historical records spanning 40+ currencies from 1999 through the present day.

Statistical classification of economic activities in the European Community, Revision 2.1. NACE is the European standard derived from UN ISIC Rev. 4.

Nomenclature of Territorial Units for Statistics (NUTS) 2021 - 2,124 codes for EU regions. Hierarchical 3-level system for statistical regions.

Comprehensive register of 70,697 European passenger rail stations with UIC location codes, geographic coordinates, timezone data, and operator-specific identifiers across 30+ countries.

TARIC (Integrated Tariff of the European Union) - 49,965 tariff codes. 10-digit EU customs classification extending HS/CN codes. Includes duties, restrictions, trade measures.

European Waste Catalogue (EWC) with 973 classification codes. 6-digit hierarchical codes used for waste statistics and environmental reporting in the EU.

FAO AQUASTAT full database — renewable water, withdrawals by sector, irrigation infrastructure, and SDG 6 indicators for 190+ countries from the 1960s onward.

Broad Economic Categories (BEC) classification for international merchandise trade statistics. Classifies 208 commodities by end-use: capital goods, consumption goods, intermediate goods.

Global registry of 489 UN/LOCODE-registered border-crossing locations with ISO subdivision, mode (road/rail/port), coordinates, and UNECE status for each crossing point.

UN Classification of the Functions of Government (COFOG) - 188 standard codes for government expenditures and activities. Three-level hierarchy: divisions (10), groups (69), classes (109).

UN standard classification of individual consumption by purpose (COICOP 2018) with 1559 hierarchical codes across 15 divisions covering food, housing, transport, and more.

Official correspondence between CPC Ver. 2.1 (Central Product Classification) and HS 2017 (Harmonized System). Maps product/service codes to customs commodity codes.

Official conversion/correlation tables between HS 2022 and SITC Rev. 4. Includes simple conversion mappings and detailed correlations with relationship types (1:1, n:1, 1:n, m:n).

Official bidirectional mapping between ISIC Rev. 4 and NACE Rev. 2 industry classifications. NACE is structurally derived from ISIC, ensuring nearly 1:1 mapping at 4-digit level.

UN Central Product Classification (CPC) - comprehensive classification of 4,587 goods and services for economic statistics. Includes Version 2.1 and Version 3.0.

Complete list of dangerous goods with UN numbers from the UN Recommendations on the Transport of Dangerous Goods (Model Regulations Rev. 23). Contains 2,347 unique UN numbers.

UN/EDIFACT directory D.24A. Contains 649 data elements, 156 segments, 272 code lists with 11,695 codes, and 195 message type definitions. The global standard for electronic trade interchange.

Full FAOSTAT bulk ingestion — every published module from the UN FAO statistical database covering food, agriculture, trade, prices, land use, fisheries, forestry, and climate impact from 1961 onward.

Harmonized Commodity Description and Coding System (HS) - 6,940 international nomenclature codes for classification of traded products. Maintained by WCO (World Customs Organization).

International Classification of Activities for Time-Use Statistics (ICATUS) - 724 standardized activity codes for time-use surveys.

Authoritative ratification status of every ILO Convention, Protocol, and Recommendation across all member states — date, status, and per-country notes.

Full mirror of the International Labour Organization's authoritative statistical database — 1,880 labour indicators across 327 reporting entities, harmonized to ICLS standards.

International Standard Industrial Classification of All Economic Activities, Revision 4 (ISIC Rev. 4) - 766 codes for classifying economic activities. Comprehensive system used worldwide for industry.

United Nations Code for Trade and Transport Locations (UN/LOCODE) - 116,444 standardized location codes used worldwide in international trade, transport, and logistics. Contains 5-character codes.

UN/LOCODE locations enriched with container facility data including terminals, depots, and yards across 165 countries with GPS coordinates and operator details.

UN Standard Country or Area Codes for Statistical Use (M49) - 248 countries/territories with M49 numeric codes (3-digit), ISO alpha-2/alpha-3 codes, complete geographic hierarchy.

Codes for types of cargo, packages, and packaging materials (UNECE Recommendation 21). Contains 378 package type codes used in international trade documentation, customs declarations, and logistics.

UN Security Council consolidated sanctions list: 733 individuals and 272 entities across 14 active regimes, with full aliases, addresses, documents, and nationalities.

Universal classification system for international trade statistics, grouping commodities by production stage and material composition.

UN DESA World Population Prospects 2024 — 4.5M annual observations across 54 demographic indicators × 237 countries + aggregates, 1950 through 2100 medium-variant.

Every multilateral treaty deposited with the UN Secretary-General — 29 thematic chapters with full participant lists, signature and ratification dates, and reservations.

UNDP Human Development Report composite indices — 200,004 observations covering 40 indicators including HDI, IHDI, GDI, GII, and PHDI for 195 countries plus 11 HDR aggregate groups, 1990–2023.

Official UNESCO list of inscribed intangible cultural heritage: ~849 living traditions, rituals, expressions and crafts across three lists, with bilingual descriptions and country stewardship.

Full UNESCO World Heritage Sites registry with 1,377 inscribed sites, country attribution, inscription year, coordinates, and in-danger status flags.

UNHCR's authoritative global registry of forcibly displaced people from 1951 to today: full origin × asylum × year matrix of refugees, asylum-seekers, IDPs, stateless and other populations of concern.

UNECE Recommendation 20 unit of measure codes for international trade. 2,133 codes covering mass, length, volume, temperature, pressure, and trade-specific units.

UNODC public crime, justice, trafficking, and SDG 16 data — ten topical XLSX bundles unified into a single long-form observations table.

Every regional trade agreement notified to the WTO since 1948 — names, signatories, signature and entry-into-force dates, status, region, and consideration process.

UNESCO UIS Feb 2026 bulk data — 5.65M observations across 4,977 education, science, and R&D indicators for 241 countries, 1970–2025, in two packages (SDG 4 and OPRI).