DATAINT WAREHOUSE SPOILERS

Registri Data Terselaras

Direktori lengkap basis data terstruktur yang dikompilasi di gudang DataInt dengan provenans institusional terverifikasi.

Internasional 122datasets 886.56M Baris Negara 250countries 1,907 datasets 427.37M Baris Standar 34datasets 12.80M Baris Uni Eropa 21datasets 963.9K Baris Perserikatan Bangsa-Bangsa 21datasets 329.8K Baris

Internasional

122 Dataset • 886.56M Baris

Registri perdagangan global, logistik, dan demografi dari penerbit data institusional dunia.

Ember — Electricity Generation Mix & Carbon Intensity

Ember

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: generation, carbon_intensity
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: Ember-API-2026-05 • SCALE: 88.4K ROWS VERIFIED PROVENANCE

Asia-Pacific Key Indicators

ADB Key Indicators

Country-level development indicators for ADB Asia-Pacific member economies - national accounts, government finance, energy, environment, population, poverty and the SDG series, with provenance.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: kidb
PROVENANCE: VERIFIED • LICENSE: CC-BY-3.0-IGO • VERSION: KIDB-2025 • SCALE: 484.1K ROWS VERIFIED PROVENANCE

BGS World Mineral Statistics

BGS Minerals

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 407K ROWS VERIFIED PROVENANCE

Country-Level Climate Indicators, CMIP6 Historical & SSP Projections

CCKP Climate

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).

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, variables, scenarios, countries
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025 • SCALE: 1.20M ROWS VERIFIED PROVENANCE

CelesTrak Satellite Catalogue (SATCAT)

CelesTrak SATCAT

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 69K ROWS VERIFIED PROVENANCE

Country Trade Facts (CEPII BACI)

Country Trade Facts

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: trade_facts, meta_facts
PROVENANCE: VERIFIED • LICENSE: ETALAB-2.0 • VERSION: HS22-V202601 • SCALE: 9.8K ROWS VERIFIED PROVENANCE

CIA World Factbook Country Profiles

CIA Factbook

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: January 2026 (Final Archive) • SCALE: 255 ROWS VERIFIED PROVENANCE

CIA World Leaders — Foreign Governments Directory

CIA World Leaders

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, cabinet_members
PROVENANCE: VERIFIED • LICENSE: PUBLIC-DOMAIN • VERSION: 2026-05 • SCALE: 5.5K ROWS VERIFIED PROVENANCE

Database of Political Institutions (DPI) 2023

DPI 2023

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

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2023 • SCALE: 8.7K ROWS VERIFIED PROVENANCE

Emissions by Country × IPCC Sector, 1970–2024

EDGAR

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, compounds, countries, sectors
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025 • SCALE: 1.54M ROWS VERIFIED PROVENANCE

EIA International Energy Statistics

EIA International Energy

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).

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: series, observations
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 4.70M ROWS VERIFIED PROVENANCE

Ember — Electricity Generation Mix & Carbon Intensity

Ember

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: generation, carbon_intensity
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: Ember-API-2026-05 • SCALE: 88.4K ROWS VERIFIED PROVENANCE

EU Income Inequality and Poverty

EU-SILC Inequality

Core Eurostat EU-SILC inequality and poverty indicators by country - the Gini coefficient, S80/S20 quintile share ratio, at-risk-of-poverty rate and AROPE rate, for EU and EFTA/candidate reporters.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: silc
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: SILC-2024 • SCALE: 1.15M ROWS VERIFIED PROVENANCE

GCAT — General Catalog of Artificial Space Objects

GCAT

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).

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026 • SCALE: 69.1K ROWS VERIFIED PROVENANCE

geoBoundaries — Global Administrative Boundaries (CGAZ ADM0-2)

geoBoundaries

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.

ARCHITECTURE: 3 FILES (GEOPACKAGE)SCHEMA TABLES: globalADM0, gpkg_contents, gpkg_extensions, gpkg_geometry_columns, gpkg_ogr_contents, gpkg_spatial_ref_sys, gpkg_tile_matrix, gpkg_tile_matrix_set, rtree_globalADM0_geom, rtree_globalADM0_geom_node, rtree_globalADM0_geom_parent, rtree_globalADM0_geom_rowid, globalADM1, rtree_globalADM1_geom, rtree_globalADM1_geom_node, rtree_globalADM1_geom_parent, rtree_globalADM1_geom_rowid, globalADM2, rtree_globalADM2_geom, rtree_globalADM2_geom_node, rtree_globalADM2_geom_parent, rtree_globalADM2_geom_rowid
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: CGAZ-gbOpen-2026-05 • SCALE: 52.8K ROWS VERIFIED PROVENANCE

GeoNames Complete Geographic Database

GeoNames

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: features, countries, admin1_divisions, admin2_divisions, feature_codes
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-02-07 • SCALE: 13.45M ROWS VERIFIED PROVENANCE

Global Forest Watch — Country Forest Statistics

GFW Forest

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: meta, observations
PROVENANCE: VERIFIED • LICENSE: CC-BY-4-0 • VERSION: 2026-05 • SCALE: 1.68M ROWS VERIFIED PROVENANCE

Country & Global CO2 Emissions — GCB 2025 Time Series

Carbon Budget

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, series, geographies
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025 • SCALE: 146K ROWS VERIFIED PROVENANCE

Global Energy Monitor — Energy & Industry Infrastructure Trackers

Global Energy Monitor

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).

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: bioenergy_power, cement_concrete, chemicals, coal_mine_closed_mines, coal_mine_historic_production, coal_mine_non_closed_mines, coal_plant, coal_project_finance, coal_terminals, energy_ownership_all_entities, energy_ownership_asset_ownership, energy_ownership_bioenergy_power_ownership, energy_ownership_cement_and_concrete_ownership, energy_ownership_coal_mine_ownership, energy_ownership_coal_plant_ownership, energy_ownership_entity_ownership, energy_ownership_gas_pipeline_ownership, energy_ownership_gas_plant_ownership, energy_ownership_iron_mine_ownership, energy_ownership_oil_ngl_pipeline_ownership, energy_ownership_steel_plant_ownership, gas_finance_gas_power_plants, gas_finance_lng_terminals, gas_pipelines, geothermal_power, hydropower_below_threshold, hydropower_data, integrated_power_power_facilities, integrated_power_regions_area_and_countries, iron_ore_mines, iron_steel_iron_units_blast_furnace_relinings, iron_steel_iron_units_blast_furnaces, iron_steel_iron_units_direct_reduced_iron_furnaces, iron_steel_plant_plant_capacities_and_status, iron_steel_plant_plant_data, iron_steel_plant_plant_production, iron_steel_steel_units_basic_oxygen_furnaces, iron_steel_steel_units_electric_arc_furnaces, iron_steel_steel_units_induction_furnaces, iron_steel_steel_units_open_hearth_furnaces, lng_carrier, lng_terminals, met_coal_iron_ore_consumption, methane_emitters_coal_mines_non_closed, methane_emitters_lng_terminals, methane_emitters_oil_and_gas_extraction_areas, methane_emitters_oil_and_gas_reserves, methane_emitters_pipelines, methane_emitters_plumes, nuclear_power, oil_gas_extraction_field_level_main_data, oil_gas_extraction_field_level_production_data, oil_gas_extraction_field_level_reserves_data, oil_gas_extraction_project_level_main_data, oil_gas_extraction_project_level_production_data, oil_gas_extraction_project_level_reserves_data, oil_gas_plants_gas_oil_units, oil_gas_plants_sub_threshold_units, oil_ngl_pipelines, solar_power_distributed_mw, solar_power_utility_scale_mw, wind_power_below_threshold, wind_power_data
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: GEM-catalog-2026-05 • SCALE: 803.9K ROWS VERIFIED PROVENANCE

Glottolog 5.3 Languoid Catalogue

Glottolog 5.3

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.

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 5.3 • SCALE: 27.2K ROWS VERIFIED PROVENANCE

International IDEA Direct Democracy Database

IDEA Direct Democracy

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: questions, responses
PROVENANCE: VERIFIED • LICENSE: NONCOMMERCIAL • VERSION: 2026-05 • SCALE: 5K ROWS VERIFIED PROVENANCE

International IDEA ICTs in Elections Database

IDEA ICTs

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: questions, responses
PROVENANCE: VERIFIED • LICENSE: NONCOMMERCIAL • VERSION: 2026-05 • SCALE: 5.4K ROWS VERIFIED PROVENANCE

Political Finance Regulation by Country (IDEA)

IDEA Political Finance

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: questions, responses
PROVENANCE: VERIFIED • LICENSE: NONCOMMERCIAL • VERSION: 2026-05 • SCALE: 10.4K ROWS VERIFIED PROVENANCE

Voter Turnout by Country since 1945 (IDEA)

IDEA Voter Turnout

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 3.9K ROWS VERIFIED PROVENANCE

IDMC Global Internal Displacement Database

IDMC GIDD

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: yearly_displacement, context_records, sadd_estimates, disaster_events
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025 • SCALE: 46.4K ROWS VERIFIED PROVENANCE

IMF Headline Economic Indicators

IMF Headline Indicators

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, countries, indicators
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-04 • SCALE: 522.9K ROWS VERIFIED PROVENANCE

International Organization Membership

Organization Membership

Country membership in the UN, WTO, WCO, IMF and World Bank income groups, with accession years where published — one row per organization and member country.

PROVENANCE: VERIFIED • LICENSE: MIXED • VERSION: 2026 • SCALE: 946 ROWS VERIFIED PROVENANCE

IPU Parline: Global Parliament Data

World Parliaments (IPU)

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, parliaments, chambers, elections, election_parties, specialized_bodies, people, political_parties
PROVENANCE: VERIFIED • LICENSE: CC-BY-NC-SA-4.0 • VERSION: 2026 • SCALE: 16.7K ROWS VERIFIED PROVENANCE

Renewable Power Capacity by Country

Renewable Capacity

Installed renewable power capacity in megawatts by country and technology from IRENA - total renewables plus solar, wind, hydropower, bioenergy, geothermal and off-grid breakdowns, 2014 to 2023.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: capacity
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: RCS-2024 • SCALE: 25.7K ROWS VERIFIED PROVENANCE

Library of Congress Federal Research Division Country Studies

LoC Country Studies

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.

PROVENANCE: VERIFIED • LICENSE: PUBLIC-DOMAIN • VERSION: 2026-05 • SCALE: 82 ROWS VERIFIED PROVENANCE

Maddison Project Database 2023

Maddison Project 2023

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, countries
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2023 • SCALE: 23.3K ROWS VERIFIED PROVENANCE

Marine Regions — Exclusive Economic Zones (EEZ) Maritime Boundaries

Marine Regions EEZ

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

ARCHITECTURE: 2 FILES (GEOJSON)
PROVENANCE: VERIFIED • LICENSE: CC-BY-4-0 • VERSION: 2026-05 • SCALE: 285 ROWS VERIFIED PROVENANCE

NASA Earth Observatory Natural Event Tracker

NASA EONET

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: events, event_geometries
PROVENANCE: VERIFIED • LICENSE: PUBLIC-DOMAIN • VERSION: 2026-05 • SCALE: 19.8K ROWS VERIFIED PROVENANCE

Natural Earth Vector Database v4.1.0

Natural Earth

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.

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: geometry_columns, ne_10m_admin_0_antarctic_claim_limit_lines, ne_10m_admin_0_antarctic_claims, ne_10m_admin_0_boundary_lines_disputed_areas, ne_10m_admin_0_boundary_lines_land, ne_10m_admin_0_boundary_lines_map_units, ne_10m_admin_0_boundary_lines_maritime_indicator, ne_10m_admin_0_boundary_lines_maritime_indicator_chn, ne_10m_admin_0_countries, ne_10m_admin_0_countries_arg, ne_10m_admin_0_countries_bdg, ne_10m_admin_0_countries_bra, ne_10m_admin_0_countries_chn, ne_10m_admin_0_countries_deu, ne_10m_admin_0_countries_egy, ne_10m_admin_0_countries_esp, ne_10m_admin_0_countries_fra, ne_10m_admin_0_countries_gbr, ne_10m_admin_0_countries_grc, ne_10m_admin_0_countries_idn, ne_10m_admin_0_countries_ind, ne_10m_admin_0_countries_iso, ne_10m_admin_0_countries_isr, ne_10m_admin_0_countries_ita, ne_10m_admin_0_countries_jpn, ne_10m_admin_0_countries_kor, ne_10m_admin_0_countries_lakes, ne_10m_admin_0_countries_mar, ne_10m_admin_0_countries_nep, ne_10m_admin_0_countries_nld, ne_10m_admin_0_countries_pak, ne_10m_admin_0_countries_pol, ne_10m_admin_0_countries_prt, ne_10m_admin_0_countries_pse, ne_10m_admin_0_countries_rus, ne_10m_admin_0_countries_sau, ne_10m_admin_0_countries_swe, ne_10m_admin_0_countries_tlc, ne_10m_admin_0_countries_tur, ne_10m_admin_0_countries_twn, ne_10m_admin_0_countries_ukr, ne_10m_admin_0_countries_usa, ne_10m_admin_0_countries_vnm, ne_10m_admin_0_disputed_areas, ne_10m_admin_0_disputed_areas_scale_rank_minor_islands, ne_10m_admin_0_label_points, ne_10m_admin_0_map_subunits, ne_10m_admin_0_map_units, ne_10m_admin_0_names, ne_10m_admin_0_pacific_groupings, ne_10m_admin_0_scale_rank, ne_10m_admin_0_scale_rank_minor_islands, ne_10m_admin_0_seams, ne_10m_admin_0_sovereignty, ne_10m_admin_1_label_points, ne_10m_admin_1_label_points_details, ne_10m_admin_1_seams, ne_10m_admin_1_sel, ne_10m_admin_1_states_provinces, ne_10m_admin_1_states_provinces_lakes, ne_10m_admin_1_states_provinces_lines, ne_10m_admin_1_states_provinces_scale_rank, ne_10m_admin_1_states_provinces_scale_rank_minor_islands, ne_10m_admin_2_counties, ne_10m_admin_2_counties_lakes, ne_10m_admin_2_counties_lines, ne_10m_admin_2_counties_scale_rank, ne_10m_admin_2_counties_scale_rank_minor_islands, ne_10m_admin_2_counties_to_match, ne_10m_admin_2_label_points, ne_10m_admin_2_label_points_details, ne_10m_airports, ne_10m_antarctic_ice_shelves_lines, ne_10m_antarctic_ice_shelves_polys, ne_10m_coastline, ne_10m_geographic_lines, ne_10m_geography_marine_polys, ne_10m_geography_regions_elevation_points, ne_10m_geography_regions_points, ne_10m_geography_regions_polys, ne_10m_glaciated_areas, ne_10m_lakes, ne_10m_lakes_australia, ne_10m_lakes_europe, ne_10m_lakes_historic, ne_10m_lakes_north_america, ne_10m_lakes_pluvial, ne_10m_land, ne_10m_land_ocean_label_points, ne_10m_land_ocean_seams, ne_10m_land_scale_rank, ne_10m_minor_islands, ne_10m_minor_islands_coastline, ne_10m_minor_islands_label_points, ne_10m_ocean, ne_10m_ocean_scale_rank, ne_10m_parks_and_protected_lands_area, ne_10m_parks_and_protected_lands_line, ne_10m_parks_and_protected_lands_point, ne_10m_parks_and_protected_lands_scale_rank, ne_10m_playas, ne_10m_populated_places, ne_10m_populated_places_simple, ne_10m_ports, ne_10m_railroads, ne_10m_railroads_north_america, ne_10m_reefs, ne_10m_rivers_australia, ne_10m_rivers_europe, ne_10m_rivers_lake_centerlines, ne_10m_rivers_lake_centerlines_scale_rank, ne_10m_rivers_north_america, ne_10m_roads, ne_10m_roads_north_america, ne_10m_time_zones, ne_10m_urban_areas, ne_10m_urban_areas_landscan, ne_110m_admin_0_boundary_lines_land, ne_110m_admin_0_countries, ne_110m_admin_0_countries_lakes, ne_110m_admin_0_map_units, ne_110m_admin_0_pacific_groupings, ne_110m_admin_0_scale_rank, ne_110m_admin_0_sovereignty, ne_110m_admin_0_tiny_countries, ne_110m_admin_1_states_provinces, ne_110m_admin_1_states_provinces_lakes, ne_110m_admin_1_states_provinces_lines, ne_110m_admin_1_states_provinces_scale_rank, ne_110m_coastline, ne_110m_geographic_lines, ne_110m_geography_marine_polys, ne_110m_geography_regions_elevation_points, ne_110m_geography_regions_points, ne_110m_geography_regions_polys, ne_110m_glaciated_areas, ne_110m_lakes, ne_110m_land, ne_110m_ocean, ne_110m_populated_places, ne_110m_populated_places_simple, ne_110m_rivers_lake_centerlines, ne_50m_admin_0_boundary_lines_disputed_areas, ne_50m_admin_0_boundary_lines_land, ne_50m_admin_0_boundary_lines_maritime_indicator, ne_50m_admin_0_boundary_lines_maritime_indicator_chn, ne_50m_admin_0_boundary_map_units, ne_50m_admin_0_breakaway_disputed_areas, ne_50m_admin_0_breakaway_disputed_areas_scale_rank, ne_50m_admin_0_countries, ne_50m_admin_0_countries_lakes, ne_50m_admin_0_map_subunits, ne_50m_admin_0_map_units, ne_50m_admin_0_pacific_groupings, ne_50m_admin_0_scale_rank, ne_50m_admin_0_sovereignty, ne_50m_admin_0_tiny_countries, ne_50m_admin_0_tiny_countries_scale_rank, ne_50m_admin_1_seams, ne_50m_admin_1_states_provinces, ne_50m_admin_1_states_provinces_lakes, ne_50m_admin_1_states_provinces_lines, ne_50m_admin_1_states_provinces_scale_rank, ne_50m_airports, ne_50m_antarctic_ice_shelves_lines, ne_50m_antarctic_ice_shelves_polys, ne_50m_coastline, ne_50m_geographic_lines, ne_50m_geography_marine_polys, ne_50m_geography_regions_elevation_points, ne_50m_geography_regions_points, ne_50m_geography_regions_polys, ne_50m_glaciated_areas, ne_50m_lakes, ne_50m_lakes_historic, ne_50m_land, ne_50m_ocean, ne_50m_playas, ne_50m_populated_places, ne_50m_populated_places_simple, ne_50m_ports, ne_50m_rivers_lake_centerlines, ne_50m_rivers_lake_centerlines_scale_rank, ne_50m_urban_areas, spatial_ref_sys
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 4.1.0 • SCALE: 350.7K ROWS VERIFIED PROVENANCE

OECD DAC — Official Development Assistance Core Aggregates

OECD DAC ODA

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: dataflows, observations
PROVENANCE: VERIFIED • LICENSE: CC-BY-4-0 • VERSION: 2026-05 • SCALE: 11.39M ROWS VERIFIED PROVENANCE

Income Inequality by Country (OECD)

OECD Income Distribution

OECD income inequality and relative-poverty statistics by country - Gini on market, gross and disposable income (before and after tax), poverty rates, Palma ratio and decile ratios, 1974 to 2024.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: income_distribution
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: IDD-2024 • SCALE: 116.4K ROWS VERIFIED PROVENANCE

PISA Scores by Country

PISA Results

OECD PISA student assessment results by country - mean performance in mathematics, reading and science (plus proficiency levels and sex breakdowns), across cycles 2000 to 2022.

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: PISA-2000-2022 • SCALE: 40.4K ROWS VERIFIED PROVENANCE

OONI — Aggregated Network Interference Measurements

OONI Measurements

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 221.9K ROWS VERIFIED PROVENANCE

Corruption Perceptions Index by Country

Corruption Perceptions Index

Per-country Corruption Perceptions Index from Transparency International - the 0-100 measure of public-sector corruption, with the full score time-series and annual rank for ~180 countries.

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: CPI-2024 • SCALE: 2K ROWS VERIFIED PROVENANCE

USGS Earthquake Catalog (ANSS ComCat)

USGS Earthquakes

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.

PROVENANCE: VERIFIED • LICENSE: PUBLIC-DOMAIN • VERSION: 2026-05 • SCALE: 309K ROWS VERIFIED PROVENANCE

V-Dem Democracy and Governance Indicators

V-Dem Dataset

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, countries, indicators, country_years
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: v16 • SCALE: 77.31M ROWS VERIFIED PROVENANCE

WHO Global Health Statistics by Country

WHO Global Health Observatory

The full WHO Global Health Observatory indicator set at country level - ~3,000 indicators spanning mortality, disease burden, risk factors, immunization, the health workforce, injuries and health coverage.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: indicators, observations
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-06 • SCALE: 8.38M ROWS VERIFIED PROVENANCE

Country Policy and Institutional Assessment (CPIA)

CPIA Ratings

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025-07 • SCALE: 31.6K ROWS VERIFIED PROVENANCE

Global Education Statistics Database

Education Statistics

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2024-06 • SCALE: 5.98M ROWS VERIFIED PROVENANCE

Global Economic Monitor (GEM)

WB GEM

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-03 • SCALE: 120.7K ROWS VERIFIED PROVENANCE

Gender Statistics Database (World Bank)

Gender Statistics

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-03 • SCALE: 3.28M ROWS VERIFIED PROVENANCE

Global Financial Development Database (GFDD)

World Bank GFDD

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2022-09 • SCALE: 277.1K ROWS VERIFIED PROVENANCE

Global Findex Database (World Bank)

Global Findex

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025-10 • SCALE: 385K ROWS VERIFIED PROVENANCE

Health, Nutrition and Population Statistics (HNP)

HNP Health Stats

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-02 • SCALE: 3.98M ROWS VERIFIED PROVENANCE

International Debt Statistics (IDS)

IDS External Debt

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values, country_series, footnotes
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025-12 • SCALE: 2.59M ROWS VERIFIED PROVENANCE

Jobs (World Bank)

WB Jobs

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025-07 • SCALE: 663K ROWS VERIFIED PROVENANCE

World Bank Logistics Performance Index (LPI)

Logistics Performance Index

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

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2023 • SCALE: 139 ROWS VERIFIED PROVENANCE

Population Estimates and Projections (World Bank)

WB Population Proj.

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2025-12 • SCALE: 3.85M ROWS VERIFIED PROVENANCE

Quarterly Public Sector Debt (PSD)

WB PSD

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-04 • SCALE: 1.25M ROWS VERIFIED PROVENANCE

Sustainable Energy for All (SE4ALL)

SE4ALL Energy Access

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2018-08 • SCALE: 60.6K ROWS VERIFIED PROVENANCE

World Development Indicators (WDI)

World Bank WDI

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values, country_series, footnotes, series_time
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-04 • SCALE: 9.75M ROWS VERIFIED PROVENANCE

Worldwide Governance Indicators (WGI) Dataset

Worldwide Governance Indicators

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, indicators, values
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-03 • SCALE: 194.7K ROWS VERIFIED PROVENANCE

World Inequality Database — Long-Run Income and Wealth Distribution

WID

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, variables, observations
PROVENANCE: VERIFIED • LICENSE: CC-BY-4-0 • VERSION: 2026-05 • SCALE: 140.96M ROWS VERIFIED PROVENANCE

Water Risk Rankings by Country

Aqueduct Water Risk

World Resources Institute Aqueduct 4.0 water-risk rankings by country and province - baseline water stress, drought risk and riverine flood risk, with future projections for 192 countries.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: country_baseline, country_future, province_baseline, province_future
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: Aqueduct-4.0-2023 • SCALE: 215.8K ROWS VERIFIED PROVENANCE

Air Carrier Traffic by Airline

Air Carrier Traffic

US air traffic summarised by air carrier and year — 3,947 records of departures, passengers, seats, load factor, distance, payload, freight and mail, split into total, domestic, outbound- and inbound-international service, from BTS T-100 data.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 3.9K ROWS VERIFIED PROVENANCE

International Air Traffic by Country

Air Traffic by Country

US international air traffic summarised by foreign country and year — 1,677 records of inbound- and outbound-international departures, passengers, seats, load factor, distance, payload, freight and mail, from BTS T-100 data.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 1.7K ROWS VERIFIED PROVENANCE

Air Carrier Traffic by Origin Airport

Air Traffic by Airport

US air traffic summarised by origin airport and year — 16,452 records of departures, passengers, seats, load factor, distance, payload, freight and mail, split into total and domestic, from BTS T-100 data.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 16.5K ROWS VERIFIED PROVENANCE

National Air Traffic Segment Summary

National Air Totals

A compact rollup of US national air traffic totals by year — departures, passengers, seats, load factor, distance, payload, freight and mail, split into total, domestic and international service, from BTS T-100 data.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 13 ROWS VERIFIED PROVENANCE

US DOT Air Carrier Decode

Air Carrier Decode

Every air carrier that has reported to the U.S. DOT — carrier code, full name, World Area Code, traffic region and active date range — in one decode table of 2,886 carriers.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 2.9K ROWS VERIFIED PROVENANCE

US DOT Airport Master Coordinate

Airport Master Coordinate

The US DOT airport master coordinate table — 20,263 airport records worldwide with code, display name, city, country (ISO code) and state, city market, World Area Code, decimal latitude/longitude and active dates.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 20.3K ROWS VERIFIED PROVENANCE

BIC & SMDG Facility Code Database

BIC Facility Codes

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: PROPRIETARY • VERSION: 2.0.1 • SCALE: 16.2K ROWS VERIFIED PROVENANCE

US Border Crossing / Entry Data

Border Crossings

Monthly counts of inbound crossings at every US land port of entry on the US-Canada and US-Mexico borders, by mode — personal vehicles, trucks, trains, buses, pedestrians and containers — with the port code, state, border and coordinates.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 274.4K ROWS VERIFIED PROVENANCE

Commercial Aviation: Involuntary Denied Boarding

Denied Boarding

US airline involuntary denied-boarding (bumping) records — 899 monthly carrier reports of total boardings, total denied boardings, passengers by compensation category and compensation paid, from the DOT Air Travel Consumer Report.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 899 ROWS VERIFIED PROVENANCE

Commercial Aviation: Mishandled Baggage

Mishandled Baggage

US airline mishandled-baggage records — 1,083 monthly carrier reports of enplaned passengers and the number of mishandled bags, from the DOT Air Travel Consumer Report.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 1.1K ROWS VERIFIED PROVENANCE

Monthly Container Port TEUs

Monthly Port TEUs

Monthly container throughput in TEUs at the major US container ports — Charleston, Houston, Long Beach, Los Angeles, Seattle/Tacoma, Oakland, NY/NJ, Virginia and Savannah — one row per month, from the BTS open data.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 46 ROWS VERIFIED PROVENANCE

US Port Performance Data

Port Data

Annual throughput of the principal US ports from the BTS Port Performance program — volume, national ranking and year-over-year change by port, cargo type, trade type and year.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 8.4K ROWS VERIFIED PROVENANCE

CIA World Factbook Country Profiles — Open Mirror

CIA Factbook

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, sections
PROVENANCE: VERIFIED • LICENSE: CC0 • VERSION: 2026-05 • SCALE: 2.9K ROWS VERIFIED PROVENANCE

GADM Global Administrative Areas v4.1

GADM Boundaries

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.

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: gadm_410, gpkg_contents, gpkg_extensions, gpkg_geometry_columns, gpkg_ogr_contents, gpkg_spatial_ref_sys, gpkg_tile_matrix, gpkg_tile_matrix_set, rtree_gadm_410_geom, rtree_gadm_410_geom_node, rtree_gadm_410_geom_parent, rtree_gadm_410_geom_rowid
PROVENANCE: VERIFIED • LICENSE: MIXED • VERSION: 4.1 • SCALE: 356.5K ROWS VERIFIED PROVENANCE

GeoNames Country Information Database

Country Information

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

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-02-07 • SCALE: 250 ROWS VERIFIED PROVENANCE

Global Fishing Watch Named Anchorages v2

GFW Anchorages

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.

PROVENANCE: VERIFIED • LICENSE: CC-BY-NC-4.0 • VERSION: v2 (2022-12-06) • SCALE: 166.5K ROWS VERIFIED PROVENANCE

GFW Distance from Port – Global Raster Dataset

Distance from Port

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).

PROVENANCE: VERIFIED • LICENSE: CC-BY-NC-4.0 • VERSION: v20201104 VERIFIED PROVENANCE

GFW Distance from Shore – Global Raster Dataset

Distance from Shore

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).

PROVENANCE: VERIFIED • LICENSE: CC-BY-NC-4.0 • VERSION: v1 • SCALE: 1 ROWS VERIFIED PROVENANCE

GRIP4 Global Roads Inventory

GRIP4 Global Roads

A harmonized geospatial inventory of the world's road network, with 25.8 million road segments classified by type across 222 countries.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: GRIP4-2018 • SCALE: 25.76M ROWS VERIFIED PROVENANCE

US Airport Enplanements by Hub Size

Airport Enplanements

US commercial airport enplanements (passenger boardings) by FAA hub size — 150 large, medium and small hub airports — with the 2021 enplanements, the national share, the hub category and FAA airport attributes.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 150 ROWS VERIFIED PROVENANCE

NTAD Aviation Facilities

Aviation Facilities

The FAA airport facility master from the National Transportation Atlas Database — 19,445 US airports, heliports and seaplane bases with FAA id, name, city, state, ownership and facility-use codes, decimal coordinates, elevation and acreage.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 19.4K ROWS VERIFIED PROVENANCE

US Commercial Strategic Seaports

Strategic Seaports

The US ports designated as commercial strategic seaports for the deployment of US military forces, with each port's name, location and total, domestic, foreign, import and export tonnage.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 18 ROWS VERIFIED PROVENANCE

FAF Freight Network Links

FAF Network

The US DOT Freight Analysis Framework highway network — ~487,394 road links as line geometry, with class, route, lanes, speed limit, toll and freight-network membership attributes.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 487.4K ROWS VERIFIED PROVENANCE

Freight Analysis Framework Network Nodes

FAF Network Nodes

The nodes of the US FAF multimodal freight network — 974,788 junctions, interchanges, entry/exit points and facility nodes — with the node id, entry/exit role, interchange and exit info, facility type and name, and county/state.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 974.8K ROWS VERIFIED PROVENANCE

FAF Freight Regions

FAF Regions

The US DOT Freight Analysis Framework zones — the origin/destination regions used to report national freight flows — as polygon geometry with each zone's id, description, Commodity Flow Survey area, GEOID and area.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 132 ROWS VERIFIED PROVENANCE

Intermodal Freight Facilities: Air-to-Truck

Air-to-Truck

The US air-to-truck intermodal freight facilities — 404 airports where air cargo transfers to trucks — with the facility location id, facility code, date, estimated area and location.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 404 ROWS VERIFIED PROVENANCE

Intermodal Freight Facilities: Liquid Bulk

Liquid Bulk

The US liquid-bulk intermodal terminals — 640 facilities that store and transfer bulk liquids between rail, truck and barge — with the operator, capacities (rail cars, trucks, ships, gallons, barrels, pump rate), product slate and footprint geometry.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 640 ROWS VERIFIED PROVENANCE

Intermodal Freight Facilities: Marine Roll-on/Roll-off

Marine RoRo

The US marine roll-on/roll-off (RoRo) intermodal terminals — 84 port terminals where wheeled cargo drives on and off vessels — with the port, terminal, operator, rail connection, equipment and location.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 84 ROWS VERIFIED PROVENANCE

Intermodal Freight Facilities: Pipeline Terminals

Pipeline Terminals

The US petroleum pipeline product terminals — 1,401 storage-and-transfer terminals moving crude, refined products, NGL and fuels between pipeline, truck, rail and water — with operator, product slate, capacity and location.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 1.4K ROWS VERIFIED PROVENANCE

Intermodal Freight Facilities: Rail TOFC/COFC

Rail TOFC/COFC

The US rail TOFC/COFC intermodal terminals — 241 trailer-on-flatcar and container-on-flatcar terminals where road freight transfers to rail — with the terminal, port, rail company, equipment, SPLC and location.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 241 ROWS VERIFIED PROVENANCE

US Marine Highways

Marine Highways

The designated coastal, inland and intracoastal waterway corridors of the US DOT America's Marine Highway Program — line geometry with each route's id, sponsor, designation, landside route, description and length.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 35 ROWS VERIFIED PROVENANCE

National Highway Freight Network (NHFN)

Highway Freight Network

The US National Highway Freight Network (NHFN) — 12,989 highway segments designated under the FAST Act for efficient freight movement — with route id, mileposts, NHS membership, NHFN component code and length, as polyline geometry.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 13K ROWS VERIFIED PROVENANCE

North American Rail Network Lines

Rail Network

The US DOT North American Rail Network — every US rail line segment (with connecting Canada/Mexico segments) as line geometry, with the FRA arc id, rail owners, trackage rights, division, track count and length.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 302.7K ROWS VERIFIED PROVENANCE

North American Rail Network Nodes

Rail Nodes

The node endpoints of the North American Rail Network — ~250,178 junctions, terminals and boundary points — with the FRA node id, country, state and county, FRA district, passenger flags and location.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 250.2K ROWS VERIFIED PROVENANCE

US Rail Yards

Rail Yards

The US rail yards — 2,677 classification, storage and servicing yards of the rail network — with the owning railroad (reporting mark and name), the yard name and the state+county FIPS, as polyline geometry.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 2.7K ROWS VERIFIED PROVENANCE

US Railroad Bridges

Railroad Bridges

The US railroad bridges — 69,510 bridges in the FRA rail network — with the owning railroad and subdivision, the rail milepost, the bridge and design type, the track count, the length and the location.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 69.5K ROWS VERIFIED PROVENANCE

US Highway-Rail Grade Crossings

Grade Crossings

The US highway-rail grade crossings — 242,093 public and private at-grade crossings in the FRA inventory — with the DOT crossing number, railroad, highway/street, crossing type, warning device, train counts and traffic.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 242.1K ROWS VERIFIED PROVENANCE

US Spaceports

Spaceports

The FAA-licensed US spaceports — commercial launch and reentry sites — with each site's name, address, state, FAA license, launch type and location.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 20 ROWS VERIFIED PROVENANCE

OECD/ITF Freight Transport Statistics

Freight Transport

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

PROVENANCE: VERIFIED • LICENSE: MIXED • VERSION: 2026-02-07 • SCALE: 133.8K ROWS VERIFIED PROVENANCE

Open Zone Map: Global Special Economic Zones

Open Zone Map (SEZ)

A global, facility-level inventory of special economic zones and free zones, covering 5,075 sites across 171 economies with type, status, and location.

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2021 • SCALE: 5.1K ROWS VERIFIED PROVENANCE

OpenStreetMap Global Infrastructure Datasets

OSM Infrastructure

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

ARCHITECTURE: 8 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: ODC-ODBL • VERSION: 2026-02 • SCALE: 124K ROWS VERIFIED PROVENANCE

OpenStreetMap Aeroway Geometry for World Airports

OSM Aeroway

Airport ground geometry from OpenStreetMap — runways, taxiways, aprons, helipads, and taxilanes for airports worldwide, organised one cached file per country.

PROVENANCE: VERIFIED • LICENSE: ODBL • VERSION: 2026 • SCALE: 486.4K ROWS VERIFIED PROVENANCE

OurAirports Global Aviation Database

OurAirports Community (David Megginson)

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

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: airport_comments, airport_frequencies, airports, countries, navaids, regions, runways
PROVENANCE: VERIFIED • LICENSE: PUBLIC-DOMAIN • VERSION: 2026 • SCALE: 193.8K ROWS VERIFIED PROVENANCE

International Telephone Calling Codes (ITU E.164)

Calling Codes

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-02-07 • SCALE: 245 ROWS VERIFIED PROVENANCE

Global Arms Trade Register, 1950–2025

SIPRI Arms Transfers

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: transfers, entities, metadata
PROVENANCE: VERIFIED • LICENSE: PROPRIETARY • VERSION: 2025 • SCALE: 29.9K ROWS VERIFIED PROVENANCE

Military Expenditure by Country, 1949–2024

SIPRI MilEx

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, indicators, countries
PROVENANCE: VERIFIED • LICENSE: PROPRIETARY • VERSION: 2024 • SCALE: 53.2K ROWS VERIFIED PROVENANCE

UK Foreign Commonwealth and Development Office Travel Advice

FCDO Travel Advice

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: countries, parts
PROVENANCE: VERIFIED • LICENSE: OGL-V3 • VERSION: 2026-05 • SCALE: 1.2K ROWS VERIFIED PROVENANCE

Maritime Connectivity by Country (LSCI)

Liner Shipping Connectivity Index

UNCTAD's quarterly Liner Shipping Connectivity Index for 167 countries from 2006 to 2024, measuring integration into global container-shipping networks on the modern Q1 2023 = 100 scale.

PROVENANCE: VERIFIED • LICENSE: CC-BY-3.0-IGO • VERSION: 2024 • SCALE: 11.9K ROWS VERIFIED PROVENANCE

Container Port Connectivity Rankings (PLSCI)

Port Liner Shipping Connectivity Index

UNCTAD's quarterly Port Liner Shipping Connectivity Index for 1,349 container ports from 2006 to 2026, scoring each port's integration into global liner-shipping networks on the Q1 2023 = 100 scale.

PROVENANCE: VERIFIED • LICENSE: CC-BY-3.0-IGO • VERSION: 2024 • SCALE: 74.1K ROWS VERIFIED PROVENANCE

US DOT Air Carrier Directory (BTS)

Air Carriers

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.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026-02-07 • SCALE: 252 ROWS VERIFIED PROVENANCE

USGS Data Series 140 — Historical Mineral & Material Statistics

USGS DS140

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: commodities, observations
PROVENANCE: VERIFIED • LICENSE: PUBLIC-DOMAIN • VERSION: 2026-05 • SCALE: 70.9K ROWS VERIFIED PROVENANCE

WFP Global Railways

World Food Programme (WFP) - Logistics Cluster / SDI-T

Worldwide railway network lines published by the UN World Food Programme Logistics Cluster (SDI-T). A single global layer of rail infrastructure geometry with operational and classification attributes, providing rail-network coverage for regions that lack clean national open GIS (China, Russia, much of Africa). Used for logistics planning, multimodal connectivity analysis, and country-level rail profiling.

PROVENANCE: VERIFIED • LICENSE: CC-BY-SA-4.0 • VERSION: 2017 VERIFIED PROVENANCE

Applied MFN Tariffs by Country & Product

Applied Tariffs (WITS/TRAINS)

Applied most-favoured-nation tariffs from World Bank WITS / UNCTAD TRAINS: simple-average ad-valorem-equivalent duty rates by reporting country and HS6 product across all available years.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2024 • SCALE: 31.89M ROWS VERIFIED PROVENANCE

World Bank Container Port Performance Index (CPPI)

Container Port Performance Index

The Container Port Performance Index ranks 403 container ports worldwide by vessel time in port, with World Bank and S&P Global scores spanning 2020 to 2024 and the 2024 global rank for each port.

PROVENANCE: VERIFIED • LICENSE: CC-BY-NC-4.0 • VERSION: 2024 • SCALE: 403 ROWS VERIFIED PROVENANCE

Deep Trade Agreements: 400 Preferential Trade Pacts

Deep Trade Agreements

An agreement-level register of the 400 preferential and regional trade agreements notified to the WTO, with each pact's coverage, type, status, and signatory economies.

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2024-01 • SCALE: 400 ROWS VERIFIED PROVENANCE

World Bank Special Economic Zones (SEZ)

Special Economic Zones

World Bank inventory of 584 special economic and free zones worldwide, each with location, zone type, legal framework, fiscal incentives, and nearest-port and airport logistics context.

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2017 • SCALE: 584 ROWS VERIFIED PROVENANCE

Negara

1,907 Dataset • 427.37M Baris

Indikator nasional, batas wilayah, dan direktori administratif — disusun per negara.

Browse by country

1,907 datasets across 250 countries

Country-level datasets are organised per nation on Databook — pick a country to explore its full data fingerprint.

Open country browser →

Standar

34 Dataset • 12.80M Baris

Registri kode geografis, mata uang, bahasa, dan institusional dari ISO, IATA, IMO, dan badan standar lainnya.

Equasis World Merchant Fleet Statistics (2022)

Fleet Statistics

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.

ARCHITECTURE: 3 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2022 • SCALE: 1.1K ROWS VERIFIED PROVENANCE

IANA Root Zone Database

IANA Root Zone

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.

PROVENANCE: VERIFIED • LICENSE: PUBLIC-DOMAIN • VERSION: 2026-05 • SCALE: 1.6K ROWS VERIFIED PROVENANCE

ISO 3166-1 Country Codes

ISO Country Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Current • SCALE: 249 ROWS VERIFIED PROVENANCE

ISO 3166-2 Country Subdivision Codes

ISO 3166-2

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 4.20.1 • SCALE: 5K ROWS VERIFIED PROVENANCE

ISO 4217 Currency Codes

ISO 4217 Currencies

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-01-01 • SCALE: 315 ROWS VERIFIED PROVENANCE

World Port Index – NGA Publication 150

World Port Index

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

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: Current • SCALE: 3.8K ROWS VERIFIED PROVENANCE

US DOT Aircraft Types

Aircraft Types

The US DOT aircraft type code table — 449 aircraft types with type id, group, manufacturer, long and short names, and active dates, the decode for the AIRCRAFT_TYPE field in BTS aviation data.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 449 ROWS VERIFIED PROVENANCE

FAA Aviation Acronyms and Abbreviations

Aviation Abbreviations

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: Current • SCALE: 1.9K ROWS VERIFIED PROVENANCE

ADN Dangerous Goods Database

BAM ADN

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.

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: adn_main, special_provisions, namen, identifikation1, angaben_gem_gg_liste, ausnahmen_vereinbarungen, ausr_stung, bef_rderungsausschl_sse, begrenzte_mengen, bemerkungen, cas_nummern, code_vertr_glichkeit, eg_nummern, formeln, freigestellte_mengen, freistellung, geltungsdauer, generic_texts, gro_packmittel_ibc, gro_verpackungen, identifikation2, index_nummern, kennzeichnung, klassifizierungscodes, l_ftung, lose_sch_ttung, ma_nahmen, r_angaben_gem_gg_liste, r_identifikation, r_namen, r_synonyme, r_verptypkennungspaltbar, synonyme, tankschiffe, trockeng_terschiffe, verpackungen, verpackungsgruppen, vorschriften_sicherung, zeichnerstaaten, zusammenladung_alle, zusammenladung_klasse_1
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2025 • SCALE: 3.4K ROWS VERIFIED PROVENANCE

ADR Dangerous Goods Database

BAM ADR

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.

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: adr_main, special_provisions, zusammenladung, zusammenladung_codes, zusammenladung_klasse_1, zusammenladung_klasse_1_codes, namen, identifikation1, angaben_gem_gg_liste, art_der_verpackung, art_des_ibc, ausnahmen_vereinbarungen, bef_rderungsausschl_sse, begrenzte_mengen, bemerkungen, cas_nummern, code_gefahrzettel, code_vertr_glichkeit, container, eg_nummern, einzelverpackungen, fahrzeuge, formeln, freigestellte_mengen, gase, geltungsdauer, generic_texts, grenzmengen, gro_packmittel, gro_packmittel_ibc, gro_verpackungen, gro_verpackungen_1, gro_verpackungen_2, gro_verpackungen_3, gro_verpackungen_4, handhabung, identifikation2, index_nummern, kennzeichnung, klassifizierungscodes, kontroll_notfall_temp, lose_sch_ttung, r_angaben_gem_gg_liste, r_identifikation, r_namen, r_synonyme, r_verptypkennungspaltbar, sch_ttgut_container, sondervorschriften_1, sondervorschriften_2, sv_f_r_den_betrieb, sv_f_r_versandst_cke, synonyme, tank_gase, tank_gase_p200, tank_gase_t50, tanks, verpackungen, verpackungsanweisung, verpackungsgruppen, verpackungsmethode_1, verpackungsmethode_2, vorschriften_sicherung, zeichnerstaaten, zusammenges_verpackungen, zusammenladung_alle, zusammenpackung
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2025 • SCALE: 3.4K ROWS VERIFIED PROVENANCE

ICAO Dangerous Goods Database

BAM ICAO

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

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: icao_main, special_provisions, zusammenladung, zusammenladung_codes, zusammenladung_klasse_1, zusammenladung_klasse_1_codes, namen, identifikation1, angaben_gem_gg_liste, art_der_verpackung, art_des_ibc, bef_rderungsausschl_sse, begrenzte_mengen, bemerkungen, cas_nummern, codierung, eg_nummern, einzelverpackungen, erg_buchstabe, erg_nummer, formeln, freigestellte_mengen, gase, generic_texts, gro_packmittel, gro_packmittel_ibc, identifikation2, index_nummern, kennzeichnung, r_angaben_gem_gg_liste, r_erg_buchstabe, r_erg_nummer, r_identifikation, r_namen, r_synonyme, r_verptypkennungspaltbar, sondervorschriften, staaten_code, state_variations, synonyme, trennung, und7_packing_instruction, verpackungen, verpackungsanweisung, verpackungsgruppen, verpackungsmethoden, vorschriften_sicherung, zusammenges_verpackungen
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2025 • SCALE: 3.5K ROWS VERIFIED PROVENANCE

IMDG Dangerous Goods Database

BAM IMDG

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

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: imdg_main, special_provisions, zusammenladung_allgemein, zusammenladung_codes, zusammenladung_klasse_1, zusammenladung_klasse_1_codes, namen, identifikation1, angaben_gem_gg_liste, art_der_verpackung, art_des_ibc, ausnahmen_vereinbarungen, bef_rderungsausschl_sse, begrenzte_mengen, bemerkungen, cas_nummern, code_klassen, code_vertr_glichkeit, container, eg_nummern, einzelverpackungen, fahrzeuge, formeln, freigestellte_mengen, gase, generic_texts, gro_packmittel, gro_packmittel_ibc, gro_verpackungen, gro_verpackungen_1, gro_verpackungen_2, gro_verpackungen_3, gro_verpackungen_4, identifikation2, index_nummern, kennzeichnung, kontroll_notfall_temp, lose_sch_ttung, phys_chem_angaben, r_angaben_gem_gg_liste, r_identifikation, r_namen, r_synonyme, r_verptypkennungspaltbar, sch_ttgut_container, sch_ttladungen, sondervorschriften_1, sondervorschriften_2, stauung_klasse_1, stauung_trennung, synonyme, tank_gase_t50, tanks, trenn_bulk_bulk, trenn_bulk_verpackt, verpackungen, verpackungsanweisung, verpackungsgruppen, verpackungsmethode_1, verpackungsmethode_2, vorschriften_sicherung, zusammenges_verpackungen
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2025 • SCALE: 3.2K ROWS VERIFIED PROVENANCE

RID Dangerous Goods Database

BAM RID

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

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: rid_main, special_provisions, zusammenladung, zusammenladung_codes, zusammenladung_klasse_1, zusammenladung_klasse_1_codes, namen, identifikation1, angaben_gem_gg_liste, art_der_verpackung, art_des_ibc, ausnahmen_vereinbarungen, bef_rderungsausschl_sse, begrenzte_mengen, bemerkungen, cas_nummern, code_gefahrzettel, code_vertr_glichkeit, container, eg_nummern, einzelverpackungen, formeln, freigestellte_mengen, gase, geltungsdauer, generic_texts, gro_packmittel, gro_packmittel_ibc, gro_verpackungen, gro_verpackungen_1, gro_verpackungen_2, gro_verpackungen_3, gro_verpackungen_4, handhabung, identifikation2, index_nummern, kennzeichnung, klassifizierungscodes, lose_sch_ttung, lose_schuettung, r_angaben_gem_gg_liste, r_identifikation, r_namen, r_synonyme, r_verptypkennungspaltbar, sch_ttgut_container, sondervorschriften_1, sondervorschriften_2, sv_als_expressgut, sv_f_r_versandst_cke, synonyme, tank_gase, tank_gase_p200, tank_gase_t50, tanks, verpackungen, verpackungsanweisung, verpackungsgruppen, verpackungsmethode_1, verpackungsmethode_2, vorschriften_sicherung, wagen, zeichnerstaaten, zusammenges_verpackungen, zusammenladung_alle, zusammenpackung
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2025 • SCALE: 3.4K ROWS VERIFIED PROVENANCE

UN Model Regulations Dangerous Goods Database

BAM UN

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

ARCHITECTURE: 2 FILES (SQLITE)SCHEMA TABLES: un_main, special_provisions, namen, identifikation1, bemerkungen, cas_nummern, eg_nummern, formeln, identifikation2, index_nummern, r_klassifizierung, r_namen
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2025 • SCALE: 45.4K ROWS VERIFIED PROVENANCE

CAMEO Chemicals Hazardous Substances Database

CAMEO Chemicals

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: chemicals, reactive_groups
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: Live • SCALE: 2.4K ROWS VERIFIED PROVENANCE

CFR 49 Hazardous Materials Table

CFR 49

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: cfr_hazmat, cfr_cross_references, cfr_label_definitions, cfr_label_map, cfr_hazard_class_definitions, cfr_special_provision_definitions, cfr_special_provisions, cfr_ib_code_definitions, cfr_ip_code_definitions, cfr_portable_tank_definitions, cfr_packing_group_definitions, cfr_stowage_location_definitions, cfr_stowage_code_definitions, cfr_stowage_map, cfr_marine_pollutants, cfr_hazardous_substances, cfr_radionuclides, cfr_tp_code_definitions
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 2.7K ROWS VERIFIED PROVENANCE

EMSA/Equasis Ship Type Classification System

Ship Type Codes

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.

ARCHITECTURE: 3 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2022 • SCALE: 272 ROWS VERIFIED PROVENANCE

FAA Releasable Aircraft Database

FAA Aircraft Registry

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: aircraft_master, aircraft_models
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: Current • SCALE: 403.3K ROWS VERIFIED PROVENANCE

GENC Geopolitical Entities, Names, and Codes

GENC Codes

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 3.0 Update 11 (2022-DEC) • SCALE: 5.5K ROWS VERIFIED PROVENANCE

GHS Hazard Pictograms and ADR Dangerous Goods Labels

Hazard Labels

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: GHS Rev. 10 • SCALE: 23 ROWS VERIFIED PROVENANCE

IATA 2-Letter and ICAO 3-Letter Airline Designators

Airline Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Current • SCALE: 1.5K ROWS VERIFIED PROVENANCE

IATA Airport Codes and Unit Load Device (ULD) Types

Airport Codes & ULD

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Current • SCALE: 4.5K ROWS VERIFIED PROVENANCE

IATA ULD Type Codes

International Air Transport Association (IATA)

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026 • SCALE: 9 ROWS VERIFIED PROVENANCE

ICAO Doc 8643 Aircraft Type Designators

ICAO Doc 8643

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.

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Live Database • SCALE: 9.3K ROWS VERIFIED PROVENANCE

IMO Statutory Certificates and Documents for Ships

IMO Certificates

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).

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2022 • SCALE: 148 ROWS VERIFIED PROVENANCE

Incoterms 2020 Rules

Incoterms 2020

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

PROVENANCE: VERIFIED • LICENSE: PROPRIETARY • VERSION: 2020 • SCALE: 11 ROWS VERIFIED PROVENANCE

ISO 639 Language Codes

ISO 639 Languages

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-04 • SCALE: 8.3K ROWS VERIFIED PROVENANCE

ISO 6346 Container Size and Type Codes

ISO Container Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Current • SCALE: 716 ROWS VERIFIED PROVENANCE

Legal Entity Identifier (LEI) Global Registry

LEI Registry

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-02-08 • SCALE: 3.21M ROWS VERIFIED PROVENANCE

Airline Reference: IATA, ICAO Codes & Alliances

OpenTravelData Airlines

A curated reference of 1,616 airlines from OpenTravelData, with IATA and ICAO designators, validity dates, alliance membership, and route-network summaries.

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: Current • SCALE: 1.6K ROWS VERIFIED PROVENANCE

SMDG Liner Code List (LCL)

SMDG Liner Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: v20260123 • SCALE: 341 ROWS VERIFIED PROVENANCE

SMDG Operational Reference Code Lists

SMDG Reference Codes

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

ARCHITECTURE: 9 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026 • SCALE: 417 ROWS VERIFIED PROVENANCE

SMDG Terminal Code List (TCL)

SMDG Terminal Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: v20251216 • SCALE: 1.3K ROWS VERIFIED PROVENANCE

Unicode CLDR Locale Display Names

CLDR Locale Names

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: locales, territory_names, language_names, script_names, variant_names, subdivision_names, key_names, type_names, locale_patterns
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: CLDR 48 (48.1.0) • SCALE: 666.6K ROWS VERIFIED PROVENANCE

US DOT World Area Codes

World Area Codes

The US DOT World Area Code standard — 344 entries mapping each numeric WAC to its world area, country (ISO code, capital, sovereignty) and US/Canada state, with active dates.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026 • SCALE: 344 ROWS VERIFIED PROVENANCE

Uni Eropa

21 Dataset • 963.9K Baris

Statistik resmi dan struktur legislatif Uni Eropa.

EU Dual-Use Items Export Control Classification

EU Dual-Use Items

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

PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: Consolidated 2025-11-15 • SCALE: 4.2K ROWS VERIFIED PROVENANCE

eAmbrosia — EU Register of Geographical Indications

eAmbrosia

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: geographical_indications, gi_countries
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026-05 • SCALE: 4K ROWS VERIFIED PROVENANCE

EBA Payment and Electronic Money Institutions Register

EBA Payment Register

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: entities, entity_types
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-02-08 • SCALE: 317.9K ROWS VERIFIED PROVENANCE

ECB List of Monetary Financial Institutions (MFI)

MFI List

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-02-06 • SCALE: 5.4K ROWS VERIFIED PROVENANCE

EU Common Military List (ML1-ML22) Classification

EU Military List

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2024 • SCALE: 796 ROWS VERIFIED PROVENANCE

EU Consolidated Financial Sanctions List

EU Sanctions List

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-02 • SCALE: 5.8K ROWS VERIFIED PROVENANCE

SEPA Payment Scheme Participants

SEPA Participants

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-02 • SCALE: 14.4K ROWS VERIFIED PROVENANCE

TARGET/T2 Payment System Participants

TARGET/T2 Participants

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.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: Current • SCALE: 951 ROWS VERIFIED PROVENANCE

TEN-T Trans-European Transport Network Infrastructure

TEN-T Network

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 ...

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: nodes, links, corridor_assignments
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026-02 • SCALE: 25.8K ROWS VERIFIED PROVENANCE

Eurostat Transport Statistics – Aviation, Maritime, Rail & Road

Transport Statistics

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

ARCHITECTURE: 5 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2025 • SCALE: 70.9K ROWS VERIFIED PROVENANCE

EU Value Added Tax (VAT) Rates by Member State

EU VAT Rates

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.

PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2026-02 • SCALE: 27 ROWS VERIFIED PROVENANCE

EU Combined Nomenclature (CN) Codes

CN Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026 • SCALE: 27.5K ROWS VERIFIED PROVENANCE

CPA Ver. 2.2 - Classification of Products by Activity

CPA 2.2 Codes

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Ver. 2.2 (2025) • SCALE: 15.6K ROWS VERIFIED PROVENANCE

CPV Codes (Common Procurement Vocabulary)

CPV Codes

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: CPV 2008 • SCALE: 9.4K ROWS VERIFIED PROVENANCE

EU Dual-Use ⇄ CN/TARIC Correlation Table

European Commission

Official indicative correlation table published by the European Commission (DG TRADE) mapping customs codes (Combined Nomenclature / 10-digit TARIC) to the dual-use export-control codes (ECN) of Annex I to Regulation (EU) 2021/821, via an intermediate 'DU' footnote layer. It is the bridge between the customs/HS classification world and the dual-use export-control world: given a CN/TARIC code, which dual-use ECN codes may apply. The mapping is MANY-TO-MANY (one CN code can correspond to several ECN codes and vice-versa, disambiguated by the DU footnote) and is stored as a flat (cn_code, du_footnote, ecn_code) triple table. The Commission states the table is INDICATIVE and has NO force in law — it does not exempt operators from a classification analysis under Regulation (EU) 2021/821. Re-published annually; the scraper auto-discovers the newest edition from a stable CIRCABC library folder.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026_-_Dual_use_correlation_table_1_January_2026.xlsx • SCALE: 6.2K ROWS VERIFIED PROVENANCE

EUR Bilateral Exchange Rates – Daily ECB Reference Rates

EUR Exchange Rates

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

ARCHITECTURE: 2 FILES (JSON)SCHEMA TABLES: fx_rates
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 1.0 • SCALE: 326.2K ROWS VERIFIED PROVENANCE

NACE Rev. 2.1 Economic Activity Classification

NACE Rev. 2.1 Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Rev. 2.1 • SCALE: 1K ROWS VERIFIED PROVENANCE

NUTS 2021 Territorial Units for Statistics

NUTS 2021 Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2021 • SCALE: 2.1K ROWS VERIFIED PROVENANCE

European Rail Stations with UIC Location Codes

Rail Stations

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

PROVENANCE: VERIFIED • LICENSE: ODBL • VERSION: 2026-02 • SCALE: 70.7K ROWS VERIFIED PROVENANCE

Integrated Tariff of the European Union (TARIC)

TARIC Codes

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Daily Update • SCALE: 50K ROWS VERIFIED PROVENANCE

European Waste Catalogue (EWC) – 973 hierarchical codes

European Waste Catalogue (EWC)

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Consolidated • SCALE: 973 ROWS VERIFIED PROVENANCE

Perserikatan Bangsa-Bangsa

21 Dataset • 329.8K Baris

Indikator demografis, kemanusiaan, dan sosio-ekonomi dari sistem Perserikatan Bangsa-Bangsa.

FAO AQUASTAT — Water Resources and Uses Global Database

AQUASTAT

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: meta, observations
PROVENANCE: VERIFIED • LICENSE: CC-BY-4-0 • VERSION: 2026-05 • SCALE: 603.1K ROWS VERIFIED PROVENANCE

BEC Codes (Broad Economic Categories)

BEC Codes

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

ARCHITECTURE: 3 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Rev. 4/5 • SCALE: 178 ROWS VERIFIED PROVENANCE

UN/LOCODE Border Crossings Database

Border Crossings

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2024-2 • SCALE: 489 ROWS VERIFIED PROVENANCE

COFOG Codes (Classification of Functions of Government)

COFOG Codes

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).

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Current • SCALE: 188 ROWS VERIFIED PROVENANCE

COICOP 2018 Classification Codes

COICOP Codes

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2018 • SCALE: 1.6K ROWS VERIFIED PROVENANCE

CPC Ver. 2.1 → HS 2017 Correspondence Table

CPC 2.1 → HS 2017 Table

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: CPC Ver. 2.1 / HS 2017 • SCALE: 5.8K ROWS VERIFIED PROVENANCE

UN HS 2022 – SITC Rev. 4 Correlation Tables

HS-SITC Correspondence

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).

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: HS 2022 / SITC Rev. 4 • SCALE: 18.8K ROWS VERIFIED PROVENANCE

ISIC Rev. 4 ↔ NACE Rev. 2 Correspondence Table

ISIC-NACE Correspondence

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: ISIC Rev. 4 / NACE Rev. 2 • SCALE: 2K ROWS VERIFIED PROVENANCE

CPC Codes (Central Product Classification)

CPC Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Ver. 2.1/3.0 • SCALE: 4.6K ROWS VERIFIED PROVENANCE

UN Dangerous Goods List (UN Numbers)

Dangerous Goods List

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Rev. 23 (2025) • SCALE: 2.3K ROWS VERIFIED PROVENANCE

UN/EDIFACT Trade Data Interchange Directory

UN/EDIFACT Directory

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.

ARCHITECTURE: 1 FILE (JSON)SCHEMA TABLES: data_elements, segments, code_list_codes, message_types
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: D.24A • SCALE: 12.7K ROWS VERIFIED PROVENANCE

FAOSTAT — UN Food and Agriculture Organization Statistical Database

FAOSTAT

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: modules, observations
PROVENANCE: VERIFIED • LICENSE: CC-BY-4-0 • VERSION: 2026-05 • SCALE: 170M ROWS VERIFIED PROVENANCE

Harmonized System Codes (HS)

Harmonized System Codes (HS)

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

ARCHITECTURE: 5 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: HS 2022/2017/2012 • SCALE: 20.2K ROWS VERIFIED PROVENANCE

ICATUS Time-Use Activity Codes

ICATUS Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2016 • SCALE: 724 ROWS VERIFIED PROVENANCE

ILO NORMLEX — Ratifications of International Labour Standards

ILO NORMLEX

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: instruments, ratifications
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 8.4K ROWS VERIFIED PROVENANCE

ILO Labour Statistics — Wages, Employment, Working Time

ILOSTAT

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, indicators, countries, dictionaries, download_manifest
PROVENANCE: VERIFIED • LICENSE: CC-BY-4.0 • VERSION: 2026-05 • SCALE: 349.31M ROWS VERIFIED PROVENANCE

ISIC Rev. 4 Codes

ISIC Rev. 4 Codes

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Rev. 4 • SCALE: 766 ROWS VERIFIED PROVENANCE

UN/LOCODE Trade and Transport Locations

UN/LOCODE

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.

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2024-2 • SCALE: 116.4K ROWS VERIFIED PROVENANCE

UN/LOCODE Enriched Port & Terminal Directory

LOCODE Enriched

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2024-2 • SCALE: 55.9K ROWS VERIFIED PROVENANCE

UN M49 Country/Area Codes

UN M49 Codes

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.

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2024 • SCALE: 248 ROWS VERIFIED PROVENANCE

UNECE Recommendation 21 - Package Type Codes

Package Type Codes

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Revision 12 • SCALE: 378 ROWS VERIFIED PROVENANCE

UN Security Council Consolidated Sanctions List

UN Sanctions List

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

ARCHITECTURE: 2 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-04 • SCALE: 1K ROWS VERIFIED PROVENANCE

Standard International Trade Classification (SITC) Rev. 3/4

SITC Codes

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

ARCHITECTURE: 3 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Rev. 3/4 • SCALE: 5.5K ROWS VERIFIED PROVENANCE

World Population Prospects 2024 — 150 Years of Demographics

UN DESA WPP

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, indicators, locations
PROVENANCE: VERIFIED • LICENSE: CC-BY-3.0-IGO • VERSION: 2024 • SCALE: 4.49M ROWS VERIFIED PROVENANCE

UN Treaty Collection — Multilateral Treaties Deposited (MTDSG)

UN Treaties

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: chapters, treaties, ratifications
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 25.9K ROWS VERIFIED PROVENANCE

Human Development Index & Composite Indicators, 1990–2023

UNDP HDI

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.

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, indicators, countries
PROVENANCE: VERIFIED • LICENSE: CC-BY-3.0-IGO • VERSION: 2025 • SCALE: 200K ROWS VERIFIED PROVENANCE

UNESCO Intangible Cultural Heritage Lists

UNESCO ICH

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: elements, element_countries
PROVENANCE: VERIFIED • LICENSE: NONCOMMERCIAL • VERSION: 2026 • SCALE: 849 ROWS VERIFIED PROVENANCE

UNESCO Institute for Statistics — Education & Science Indicators

UNESCO UIS

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).

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: observations, indicators, countries, regions, metadata
PROVENANCE: VERIFIED • LICENSE: CC-BY-SA-4.0 • VERSION: 2026-02 • SCALE: 5.65M ROWS VERIFIED PROVENANCE

UNESCO World Heritage Sites

UNESCO WHS

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: site_states, sites
PROVENANCE: VERIFIED • LICENSE: CC-BY-NC-SA-3.0-IGO • VERSION: 2026-04 • SCALE: 1.2K ROWS VERIFIED PROVENANCE

UNHCR Refugee Population Statistics

UNHCR Refugees

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.

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 138.8K ROWS VERIFIED PROVENANCE

UNECE Recommendation 20 — Units of Measure Codes

Units of Measure Codes

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

PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: Revision 17 • SCALE: 2.1K ROWS VERIFIED PROVENANCE

UNODC Data Portal — Crime, Drugs, Trafficking, Justice

UNODC

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: topics, observations
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 457.9K ROWS VERIFIED PROVENANCE

WTO Regional Trade Agreements (RTA) Database

WTO RTAs

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

ARCHITECTURE: 1 FILE (SQLITE)SCHEMA TABLES: agreements, changes
PROVENANCE: VERIFIED • LICENSE: OPEN • VERSION: 2026-05 • SCALE: 657 ROWS VERIFIED PROVENANCE

WTO Quantitative Restrictions Database

Quantitative Restrictions

Import and export prohibitions and restrictions other than tariffs, notified by WTO members, with affected HS products and the national legal basis for each measure.

ARCHITECTURE: 5 FILES (JSON)
PROVENANCE: VERIFIED • LICENSE: PROPRIETARY • VERSION: 2026 • SCALE: 10.8K ROWS VERIFIED PROVENANCE

WTO Trade Facilitation Database (TFAD)

Trade Facilitation

Import, export and transit procedures and official enquiry-point contacts for each WTO member, published under the Trade Facilitation Agreement.

PROVENANCE: VERIFIED • LICENSE: PROPRIETARY • VERSION: 2026 • SCALE: 136 ROWS VERIFIED PROVENANCE

ADR 2025 Table A — Resolved UN Number Reference

ADR 2025

Fully resolved ADR 2025 Table A for 2,939 UN numbers: every referenced code expanded to its authoritative text across classes, packing, tanks, labels and required equipment.

ARCHITECTURE: 10 FILES (SQLITE)SCHEMA TABLES: uncode, uncode_class_definitions, uncode_classification_code_definitions, uncode_special_provision_definitions, uncode_special_provisions, uncode_packaging_instruction_definitions, uncode_packaging_instructions, uncode_portable_tank_instruction_definitions, uncode_tank_code_definitions, uncode_tunnel_code_definitions, uncode_transport_category_definitions, uncode_hin_definitions, uncode_limited_quantities_definitions, uncode_excepted_quantities_definitions, uncode_label_definitions, uncode_label_map, uncode_equipment_definitions, uncode_equipment_map, uncode_combination_packages, uncode_packing_methods, uncode_assimilation, uncode_carrying_special_bulk, uncode_carrying_special_bulk_definitions, uncode_carrying_special_loading_unloading, uncode_carrying_special_loading_unloading_definitions, uncode_carrying_special_operation_definitions, uncode_carrying_special_operations, uncode_carrying_special_package_definitions, uncode_carrying_special_packages, uncode_mixed_packaging_provision_definitions, uncode_mixed_packaging_provisions, uncode_pack_type_definitions, uncode_portable_tank_instructions, uncode_portable_tank_special_provision_definitions, uncode_portable_tank_special_provisions, uncode_special_packaging_provision_definitions, uncode_special_packaging_provisions, uncode_tank_special_provision_definitions, uncode_tank_special_provisions, uncode_vehicle_definitions, un_index, un_relations, definitions, label_icons, equipment_icons, uncode_combination_packages, uncode_equipment_map, uncode_label_map, uncode_packing_methods
PROVENANCE: VERIFIED • LICENSE: GOVERNMENT-OPEN • VERSION: 2025 • SCALE: 2.9K ROWS VERIFIED PROVENANCE