Dominica

Datasets (8)

SEL — DGIWG Statistical Extent Location SEL+ — Platform extension (not in DGIWG core spec) CCL — DGIWG Cultural Context Location Extension — Preserved in extension tables (not in core SEL/CCL schema) Pending — Awaiting mapping

2 further sources (GI-TOC / ENACT, Global Data Lab) are held but not offered: their licences do not permit commercial redistribution. HERA cites their published findings with attribution and can supply the data to organisations holding their own licence — ask us.

DMA World Bank Open Data DMA-WORLD_BANK Development Indicators

198 rows · 3 tables · 2024 World Bank Open Data 0 1 2 3 18 SEL 4 ext ▶

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0 Admin 0 — 3 table(s)

DMA World Bank - Development Indicators — 66 rows, 9 columns

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Field details — 9 fields (type, nulls, unique, samples)

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DM, DM, DM, DM, DM
`population_count`	Population count	float	SEL	2%	65	59372.0, 60209.0, 60948.0, 61739.0, 62587.0
`life_expectancy`	Life expectancy	float	SEL	3%	63	60.076, 61.022, 61.894, 62.612, 63.278
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	27%	48	633.551741670682, 785.575814800555, 754.091460805232,...
`literacy_rate_pct`	Literacy rate percent	string	SEL	100%	-	-
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	55	136.4, 124.3, 113.2, 103.2, 94.1
`poverty_headcount_pct`	Poverty headcount percent	string	SEL	100%	-	-

Extension Fields (2) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Dominica, Dominica, Dominica, Dominica, Dominica
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

DMA World Bank - Health Indicators — 66 rows, 13 columns

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Field details — 13 fields (type, nulls, unique, samples)

Standards-Aligned Fields (11)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DM, DM, DM, DM, DM
`life_expectancy`	Life expectancy	float	SEL	3%	63	60.076, 61.022, 61.894, 62.612, 63.278
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	17%	47	19.4, 18.5, 17.6, 17.0, 16.5
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	55	136.4, 124.3, 113.2, 103.2, 94.1
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	27	61.0, 63.0, 63.0, 68.0, 69.0
`fertility_rate`	Fertility rate	float	SEL	3%	63	6.178, 6.156, 6.122, 6.084, 6.027
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	42.226, 41.815, 41.174, 40.413, 39.486
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	13.269, 12.552, 11.87, 11.325, 10.851
`physicians_per_1000`	Physicians per 1000	float	SEL	83%	11	0.133, 0.161, 0.339, 0.46, 0.528
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	71%	19	4.54394674301147, 4.4443998336792, 3.0, 2.5938999653, 3.6
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	5.32374382, 4.64501858, 4.6531105, 4.84617901, 4.74520159

Extension Fields (2) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Dominica, Dominica, Dominica, Dominica, Dominica
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

DMA World Bank - Migration Indicators — 66 rows, 9 columns

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Field details — 9 fields (type, nulls, unique, samples)

Pending (9) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	country_code	string	0%	1	DMA, DMA, DMA, DMA, DMA
`country_name`	country_name	string	0%	1	Dominica, Dominica, Dominica, Dominica, Dominica
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964
`intl_migrant_stock`	intl_migrant_stock	float	88%	8	2519.0, 3121.0, 3723.0, 4744.0, 8110.0
`intl_migrant_stock_pct`	intl_migrant_stock_pct	float	88%	8	3.6, 4.5, 5.4, 6.9, 11.8
`net_migration`	net_migration	float	0%	66	-759.0, -1044.0, -1028.0, -978.0, -911.0
`remittances_received_usd`	remittances_received_usd	float	24%	50	1300354.838, 3200000.048, 5800000.191, 8699999.809, 8600000.381
`remittances_received_pct_gdp`	remittances_received_pct_gdp	float	26%	49	6.97578906273477, 10.1522462931369, 15.8130756044972,...
`remittances_paid_usd`	remittances_paid_usd	float	39%	38	4370370.388, 1962962.985, 1814814.806, 2099999.905,...

DMA UNHCR Refugee Data Finder DMA-UNHCR Migration

28 rows · 2 tables · 2025 UNHCR Refugee Data Finder 0 1 2 3 12 CCL 36 ext ▶

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0 Admin 0 — 2 table(s)

DMA UNHCR - Hosted Populations — 2 rows, 24 columns

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Field details — 24 fields (type, nulls, unique, samples)

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_of_origin_iso`	Country of origin iso	string	CCL	0%	1	-, -, -, -, -
`refugees`	Refugees	integer	CCL	0%	75	2116011, 1952928, 1847304, 1749628, 1717966
`idps`	Idps	integer	CCL	0%	34	0, 0, 0, 0, 0
`stateless`	Stateless	integer	CCL	0%	23	0, 0, 0, 0, 0
`others_of_concern`	Others of concern	integer	CCL	0%	30	0, 0, 0, 0, 0
`total_population`	Total population	string	CCL	100%	-	-

Extension Fields (18) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	75	1951, 1952, 1953, 1954, 1955
`country_of_origin`	country_of_origin	string	100%	-	-
`country_of_asylum`	country_of_asylum	string	100%	-	-
`country_of_asylum_iso`	country_of_asylum_iso	string	0%	1	-, -, -, -, -
`population_type`	population_type	string	100%	-	-
`asylum_seekers`	asylum_seekers	integer	0%	34	0, 0, 0, 0, 0
`female_total`	female_total	string	100%	-	-
`male_total`	male_total	string	100%	-	-
`female_0_4`	female_0_4	string	100%	-	-
`female_5_11`	female_5_11	string	100%	-	-
`female_12_17`	female_12_17	string	100%	-	-
`female_18_59`	female_18_59	string	100%	-	-
`female_60_plus`	female_60_plus	string	100%	-	-
`male_0_4`	male_0_4	string	100%	-	-
`male_5_11`	male_5_11	string	100%	-	-
`male_12_17`	male_12_17	string	100%	-	-
`male_18_59`	male_18_59	string	100%	-	-
`male_60_plus`	male_60_plus	string	100%	-	-

DMA UNHCR - Origin Populations — 26 rows, 24 columns

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Field details — 24 fields (type, nulls, unique, samples)

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_of_origin_iso`	Country of origin iso	string	CCL	0%	1	-, -, -, -, -
`refugees`	Refugees	integer	CCL	0%	75	2116011, 1952928, 1847304, 1749628, 1717966
`idps`	Idps	integer	CCL	0%	34	0, 0, 0, 0, 0
`stateless`	Stateless	integer	CCL	0%	23	0, 0, 0, 0, 0
`others_of_concern`	Others of concern	integer	CCL	0%	30	0, 0, 0, 0, 0
`total_population`	Total population	string	CCL	100%	-	-

Extension Fields (18) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	75	1951, 1952, 1953, 1954, 1955
`country_of_origin`	country_of_origin	string	100%	-	-
`country_of_asylum`	country_of_asylum	string	100%	-	-
`country_of_asylum_iso`	country_of_asylum_iso	string	0%	1	-, -, -, -, -
`population_type`	population_type	string	100%	-	-
`asylum_seekers`	asylum_seekers	integer	0%	34	0, 0, 0, 0, 0
`female_total`	female_total	string	100%	-	-
`male_total`	male_total	string	100%	-	-
`female_0_4`	female_0_4	string	100%	-	-
`female_5_11`	female_5_11	string	100%	-	-
`female_12_17`	female_12_17	string	100%	-	-
`female_18_59`	female_18_59	string	100%	-	-
`female_60_plus`	female_60_plus	string	100%	-	-
`male_0_4`	male_0_4	string	100%	-	-
`male_5_11`	male_5_11	string	100%	-	-
`male_12_17`	male_12_17	string	100%	-	-
`male_18_59`	male_18_59	string	100%	-	-
`male_60_plus`	male_60_plus	string	100%	-	-

DMA OpenFactBook DMA-OPENFACTBOOK Country Profile

14 rows · 14 tables · 2024 OpenFactBook 0 1 2 3 87 SEL 2 CCL 439 ext ▶

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0 Admin 0 — 14 table(s)

DMA OpenFactBook - Communications — 1 rows, 21 columns

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Field details — 22 fields (type, nulls, unique, samples)

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`telephones_fixed_lines_subscriptions_per_100_inhabitants_numeric`	Fixed line subscriptions per 100	float	SEL	0%	1	11.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	85.0
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	84.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	21.0
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (15) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`telephones_fixed_lines_total_subscriptions_text`	telephones_fixed_lines_total_subscriptions_text	string	0%	1	7,000 (2021 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	7000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	11 (2021 est.)
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	56,929 (2022 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	56929.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	85 (2022 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	no terrestrial TV service; subscription cable TV...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	6.0
`internet_country_code_text`	Internet country code text	string	0%	1	.dm
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	84% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	14,000 (2022 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	14000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	21 (2022 est.)
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA OpenFactBook - Economy — 1 rows, 120 columns

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Field details — 125 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`real_gdp_per_capita_real_gdp_per_capita_2024_numeric`	Real gdp per capita 2024 (numeric)	float	SEL	0%	1	18700.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	688.881
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (120) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	highly agrarian OECS island economy; ECCU-member state;...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$1.241 billion (2024 est.)
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_numeric`	Real gdp purchasing power parity 2024 (numeric)	float	0%	1	1.241
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$1.216 billion (2023 est.)
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_numeric`	Real gdp purchasing power parity 2023 (numeric)	float	0%	1	1.216
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$1.173 billion (2022 est.)
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_numeric`	Real gdp purchasing power parity 2022 (numeric)	float	0%	1	1.173
`real_gdp_purchasing_power_parity_note`	real_gdp_purchasing_power_parity_note	string	0%	1	note: data in 2021 dollars
`real_gdp_growth_rate_real_gdp_growth_rate_2024_text`	Real gdp growth rate 2024 (text)	string	0%	1	2.1% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	2.1
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	3.7% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	3.7
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	10.4% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	10.4
`real_gdp_growth_rate_note`	real_gdp_growth_rate_note	string	0%	1	note: annual GDP % growth based on constant local currency
`real_gdp_per_capita_real_gdp_per_capita_2024_text`	Real gdp per capita 2024 (text)	string	0%	1	$18,700 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$18,300 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	18300.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$17,600 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	17600.0
`real_gdp_per_capita_note`	real_gdp_per_capita_note	string	0%	1	note: data in 2021 dollars
`gdp_official_exchange_rate_text`	gdp_official_exchange_rate_text	string	0%	1	$688.881 million (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	2.6% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	2.6
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	5.1% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	5.1
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	2.9% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	2.9
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
`gdp_composition_by_sector_of_origin_agriculture_text`	gdp_composition_by_sector_of_origin_agriculture_text	string	0%	1	12.2% (2024 est.)
+90 more extension fields — download the CSV/Parquet to see them all.

DMA OpenFactBook - Energy — 1 rows, 25 columns

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Field details — 25 fields (type, nulls, unique, samples)

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`electricity_access_electrification_total_population_numeric`	Electricity access percent	float	SEL	0%	1	100.0
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (21) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	100% (2022 est.)
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	41,000 kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	41000.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	145.827 million kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	145.827
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	8 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	8.0
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	84.3% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	84.3
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	0.1% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	0.1
`electricity_generation_sources_wind_text`	electricity_generation_sources_wind_text	string	0%	1	0.7% of total installed capacity (2023 est.)
`electricity_generation_sources_wind_numeric`	electricity_generation_sources_wind_numeric	float	0%	1	0.7
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	15% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	15.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	1,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	1000.0
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text	string	0%	1	36.395 million Btu/person (2023 est.)
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric	float	0%	1	36.395
`source_section`	source_section	string	0%	1	Energy
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA OpenFactBook - Environment — 1 rows, 41 columns

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Field details — 43 fields (type, nulls, unique, samples)

Standards-Aligned Fields (8)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	33.3
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	76.6
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	72.0
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	0.84
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	13200.0
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (35) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	pollution from agrochemicals and from untreated sewage;...
`international_environmental_agreements_party_to_text`	international_environmental_agreements_party_to_text	string	0%	1	Biodiversity, Climate Change, Climate Change-Kyoto...
`international_environmental_agreements_signed_but_not_ratified_text`	international_environmental_agreements_signed_but_not_ratified_text	string	0%	1	none of the selected agreements
`climate_text`	climate_text	string	0%	1	tropical; moderated by northeast trade winds; heavy rainfall
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	33.3% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 8% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	8.0
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 22.7% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	22.7
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 2.7% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	2.7
`land_use_forest_text`	land_use_forest_text	string	0%	1	76.6% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	0% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	0.0
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	72% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	0.84% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	168,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	168000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	168,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_numeric`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_numeric	float	0%	1	168000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	7.9 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	7.9
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	13,200 tons (2024 est.)
`waste_and_recycling_percent_of_municipal_solid_waste_recycled_text`	waste_and_recycling_percent_of_municipal_solid_waste_recycled_text	string	0%	1	12.6% (2022 est.)
`waste_and_recycling_percent_of_municipal_solid_waste_recycled_numeric`	waste_and_recycling_percent_of_municipal_solid_waste_recycled_numeric	float	0%	1	12.6
`total_water_withdrawal_municipal_text`	total_water_withdrawal_municipal_text	string	0%	1	19 million cubic meters (2022 est.)
`total_water_withdrawal_municipal_numeric`	total_water_withdrawal_municipal_numeric	float	0%	1	19.0
`total_water_withdrawal_industrial_text`	total_water_withdrawal_industrial_text	string	0%	1	0 cubic meters (2022 est.)
`total_water_withdrawal_industrial_numeric`	total_water_withdrawal_industrial_numeric	float	0%	1	0.0
`total_water_withdrawal_agricultural_text`	total_water_withdrawal_agricultural_text	string	0%	1	1 million cubic meters (2022 est.)
+5 more extension fields — download the CSV/Parquet to see them all.

DMA OpenFactBook - Ethnic Groups — 1 rows, 8 columns

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Field details — 9 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (6) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`nationality_noun_text`	nationality_noun_text	string	0%	1	Dominican(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Dominican
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	African descent 84.5%, mixed 9%, Indigenous 3.8%, other...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	84.5
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA OpenFactBook - Geography — 1 rows, 47 columns

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Field details — 49 fields (type, nulls, unique, samples)

Standards-Aligned Fields (11)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`area_total_numeric`	Area sqkm	float	SEL	0%	1	751.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	751.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	0.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	148.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	1447.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	0.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	33.3
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	76.6
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (38) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Caribbean, island between the Caribbean Sea and the...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	15 25 N, 61 20 W
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	15.0
`map_references_text`	map_references_text	string	0%	1	Central America and the Caribbean
`area_total_text`	area_total_text	string	0%	1	751 sq km
`area_land_text`	area_land_text	string	0%	1	751 sq km
`area_water_text`	area_water_text	string	0%	1	NEGL
`area_comparative_text`	area_comparative_text	string	0%	1	slightly more than four times the size of Washington, D.C.
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	0 km
`coastline_text`	coastline_text	string	0%	1	148 km
`maritime_claims_territorial_sea_text`	maritime_claims_territorial_sea_text	string	0%	1	12 nm
`maritime_claims_territorial_sea_numeric`	maritime_claims_territorial_sea_numeric	float	0%	1	12.0
`maritime_claims_contiguous_zone_text`	maritime_claims_contiguous_zone_text	string	0%	1	24 nm
`maritime_claims_contiguous_zone_numeric`	maritime_claims_contiguous_zone_numeric	float	0%	1	24.0
`maritime_claims_exclusive_economic_zone_text`	maritime_claims_exclusive_economic_zone_text	string	0%	1	200 nm
`maritime_claims_exclusive_economic_zone_numeric`	maritime_claims_exclusive_economic_zone_numeric	float	0%	1	200.0
`climate_text`	climate_text	string	0%	1	tropical; moderated by northeast trade winds; heavy rainfall
`terrain_text`	terrain_text	string	0%	1	rugged mountains of volcanic origin
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Morne Diablotins 1,447 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Caribbean Sea 0 m
`natural_resources_text`	natural_resources_text	string	0%	1	timber, hydropower, arable land
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	33.3% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 8% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	8.0
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 22.7% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	22.7
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 2.7% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	2.7
`land_use_forest_text`	land_use_forest_text	string	0%	1	76.6% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	0% (2023 est.)
+8 more extension fields — download the CSV/Parquet to see them all.

DMA OpenFactBook - Government — 1 rows, 69 columns

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Field details — 92 fields (type, nulls, unique, samples)

Standards-Aligned Fields (2)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (90) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name_conventional_long_form_text`	country_name_conventional_long_form_text	string	0%	1	Commonwealth of Dominica
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Dominica
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the island was named by explorer Christopher COLUMBUS...
`country_name_etymology_numeric`	country_name_etymology_numeric	float	0%	1	3.0
`government_type_text`	government_type_text	string	0%	1	parliamentary republic
`capital_name_text`	capital_name_text	string	0%	1	Roseau
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	15 18 N, 61 24 W
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	15.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC-4 (1 hour ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	-4.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the name is French for "reed;" the first settlement was...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	10 parishes; Saint Andrew, Saint David, Saint George,...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	10.0
`legal_system_text`	legal_system_text	string	0%	1	common law based on the English model
`constitution_history_text`	constitution_history_text	string	0%	1	previous 1967 (pre-independence); latest presented 25...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1967.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by the House of Assembly; passage of amendments...
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	accepts compulsory ICJ jurisdiction; accepts ICCt jurisdiction
`citizenship_citizenship_by_birth_text`	Citizenship by birth (text)	string	0%	1	yes
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	yes
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	yes
`citizenship_residency_requirement_for_naturalization_text`	citizenship_residency_requirement_for_naturalization_text	string	0%	1	5 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	5.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	President Sylvanie BURTON (since 2 October 2023)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	2.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister Roosevelt SKERRIT (since 8 January 2004)
`executive_branch_head_of_government_numeric`	executive_branch_head_of_government_numeric	float	0%	1	8.0
`executive_branch_cabinet_text`	executive_branch_cabinet_text	string	0%	1	Cabinet appointed by the president on the advice of the...
+60 more extension fields — download the CSV/Parquet to see them all.

DMA OpenFactBook - Introduction — 1 rows, 6 columns

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Field details — 7 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (4) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`background_text`	background_text	string	0%	1	Dominica was the last of the Caribbean islands to be...
`background_numeric`	background_numeric	float	0%	1	1763.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA OpenFactBook - Languages — 1 rows, 6 columns

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Field details — 6 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (3) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`languages_text`	languages_text	string	0%	1	English (official), French patois
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA OpenFactBook - Migration — 1 rows, 7 columns

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Field details — 7 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (4) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`refugees_and_internally_displaced_persons_refugees_text`	refugees_and_internally_displaced_persons_refugees_text	string	0%	1	5 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	5.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA OpenFactBook - Military And Security — 1 rows, 7 columns

Loading data…

Field details — 8 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (5) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`military_and_security_forces_text`	military_and_security_forces_text	string	0%	1	no regular military forces; Commonwealth of Dominica...
`military_note_text`	military_note_text	string	0%	1	Dominica has been a member of the Caribbean Regional...
`military_note_numeric`	military_note_numeric	float	0%	1	1982.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA OpenFactBook - People And Society — 1 rows, 87 columns

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Field details — 100 fields (type, nulls, unique, samples)

Standards-Aligned Fields (28)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	74661.0
`population_male_numeric`	Population male	float	SEL	0%	1	37753.0
`population_female_numeric`	Population female	float	SEL	0%	1	36908.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	20.7
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	65.6
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	13.7
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	52.3
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	31.5
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	20.9
`median_age_total_numeric`	Median age	float	SEL	0%	1	37.5
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	-0.04
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	13.02
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	8.15
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-5.31
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	72.0
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	0.84
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.05
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	1.02
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	36.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	10.5
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	78.7
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	2.01
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	0.98
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	1.16
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	3.0
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (72) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	74,661 (2024 est.)
`population_male_text`	population_male_text	string	0%	1	37,753
`population_female_text`	population_female_text	string	0%	1	36,908
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	20.7% (male 7,891/female 7,530)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	65.6% (male 25,000/female 24,009)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	13.7% (2024 est.) (male 4,862/female 5,369)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	52.3 (2024 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	31.5 (2024 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	20.9 (2024 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	4.8 (2024 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	4.8
`median_age_total_text`	median_age_total_text	string	0%	1	37.5 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	36.5 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	36.5
`median_age_female_text`	median_age_female_text	string	0%	1	37.6 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	37.6
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	-0.04% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	13.02 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	8.15 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-5.31 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	population is mostly clustered along the coast, with...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	72% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	0.84% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	15,000 ROSEAU (capital) (2018)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	15000.0
`sex_ratio_at_birth_text`	sex_ratio_at_birth_text	string	0%	1	1.05 male(s)/female
`sex_ratio_0_14_years_text`	sex_ratio_0_14_years_text	string	0%	1	1.05 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.05
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1.04 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.04
+42 more extension fields — download the CSV/Parquet to see them all.

DMA OpenFactBook - Religions — 1 rows, 6 columns

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Field details — 21 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	4.3
`composition_ethnicity_primary_label_synth`	African descent	string	CCL	0%	-	African descent

Extension Fields (4) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`religions_text`	religions_text	string	0%	1	Roman Catholic 52.7%, Protestant 29.7% (includes Seventh...
`religions_numeric`	religions_numeric	float	0%	1	52.7
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

Pending (12) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_roman_catholic_pct_synth`	Roman Catholic	numeric	0%	-	52.7
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	29.7
`composition_religion_jehovah_s_witness_pct_synth`	Jehovah's Witness	numeric	0%	-	1.3
`composition_religion_rastafarian_pct_synth`	Rastafarian	numeric	0%	-	1.1
`composition_religion_none_pct_synth`	none	numeric	0%	-	9.4
`composition_religion_unspecified_pct_synth`	unspecified	numeric	0%	-	1.4
`composition_ethnicity_african_descent_pct_synth`	African descent	numeric	0%	-	84.5
`composition_ethnicity_mixed_pct_synth`	mixed	numeric	0%	-	9.0
`composition_ethnicity_indigenous_pct_synth`	Indigenous	numeric	0%	-	3.8
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	2.1
`composition_ethnicity_unspecified_pct_synth`	unspecified	numeric	0%	-	0.6
`composition_ethnicity_primary_share_pct_synth`	African descent	numeric	0%	-	84.5

DMA OpenFactBook - Transportation — 1 rows, 25 columns

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Field details — 26 fields (type, nulls, unique, samples)

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`airports_numeric`	Airports count	float	SEL	0%	1	2.0
`country_code`	Country code	string	SEL	0%	1	DMA
`country_name`	Country name	string	SEL	0%	1	Dominica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (22) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_text`	Civil aircraft registration country code prefix text	string	0%	1	J7
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	7.0
`airports_text`	airports_text	string	0%	1	2 (2025)
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	77 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	77.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	general cargo 26, oil tanker 10, other 41
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	26.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	2 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	2.0
`ports_large_text`	ports_large_text	float	0%	1	0
`ports_large_numeric`	ports_large_numeric	float	0%	1	0.0
`ports_medium_text`	ports_medium_text	float	0%	1	0
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	0.0
`ports_small_text`	ports_small_text	float	0%	1	0
`ports_small_numeric`	ports_small_numeric	float	0%	1	0.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	2
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	2.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	1
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	1.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Portsmouth, Roseau
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/do.json

DMA LandScan Global (ORNL) DMA-LANDSCAN Modeled Population

11 rows · 2 tables · 2024 LandScan Global (ORNL) 0 1 2 3 14 SEL ▶

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0 Admin 0 — 1 table(s)

DMA LandScan - Population Admin0 (admin_0) — 1 rows, 7 columns

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Field details — 7 fields (type, nulls, unique, samples)

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	the Commonwealth of Dominica
`admin_code`	Admin code	string	SEL	0%	1	26965486B19684502253294
`area_sqkm`	Area sqkm	float	SEL	0%	1	752.5695
`pop_2024`	Population count	integer	SEL	0%	1	62293
`pop_density_2024`	Population density	float	SEL	0%	1	82.77

1 Admin 1 — 1 table(s)

DMA LandScan - Population Admin1 (admin_1) — 10 rows, 7 columns

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Field details — 7 fields (type, nulls, unique, samples)

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA, DMA, DMA, DMA, DMA
`admin_level`	Admin level	string	SEL	0%	1	admin_1, admin_1, admin_1, admin_1, admin_1
`admin_name`	Admin name	string	SEL	0%	10	Saint George, Saint Andrew, Saint Patrick, Saint Paul, Saint John
`admin_code`	Admin code	string	SEL	0%	10	96108325B98972581904621, 96108325B47785236493574,...
`area_sqkm`	Area sqkm	float	SEL	0%	10	55.3082, 181.0634, 87.6483, 67.2593, 58.7817
`pop_2024`	Population count	integer	SEL	0%	10	17891, 8795, 7993, 7340, 5925
`pop_density_2024`	Population density	float	SEL	0%	10	323.48, 48.57, 91.19, 109.13, 100.8

DMA D-PLACE DMA-DPLACE Ethnographic Societies

2 rows · 2 tables · 2024 D-PLACE 0 1 2 3 2 SEL 15 CCL 55 ext ▶

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0 Admin 0 — 2 table(s)

DMA D-PLACE - Dplace Ea Societies — 1 rows, 23 columns

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Field details — 23 fields (type, nulls, unique, samples)

Standards-Aligned Fields (12)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	DMA
`society_id`	Society id	string	CCL	0%	1	Sb1
`society_name`	Society name	string	CCL	0%	1	Callinago
`language_glottocode`	Language glottocode	string	CCL	0%	1	isla1278
`language_name`	Language name	string	CCL	0%	1
`kinship_system`	Kinship system	string	CCL	0%	1	EA017:1; EA018:1; EA019:3; EA020:3; EA021:9; EA022:9;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	1	EA006:2; EA007:8; EA008:8; EA009:2; EA023:1; EA025:3
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	1	EA001:0; EA002:1; EA003:5; EA004:0; EA005:4; EA028:5;...
`political_complexity`	Political complexity	string	CCL	0%	1	EA032:3; EA033:1
`religion_importance`	Religion importance	string	CCL	0%	1	EA034:2; EA112:4
`residence_pattern`	Residence pattern	string	CCL	0%	1	EA010:5; EA011:3; EA012:5; EA013:9; EA014:11
`settlement_pattern`	settlement_pattern	string	CCL	0%	1	EA030:6; EA031:NA

Extension Fields (11) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Dominica
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	15.41
`longitude`	longitude	float	0%	1	-61.27
`assignment_method`	assignment_method	string	0%	1	point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	approximate
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and Environment
`source_url`	source_url	string	0%	1	https://d-place.org
`license`	license	string	0%	1	CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024

DMA D-PLACE - Dplace Ea Societies Decoded — 1 rows, 49 columns

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Field details — 49 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	DMA
`society_id`	society_id	string	CCL	0%	1	Sb1
`society_name`	society_name	string	CCL	0%	1	Callinago
`language_glottocode`	language_glottocode	string	CCL	0%	1	isla1278
`language_name`	language_name	string	CCL	0%	1

Extension Fields (44) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Dominica
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	15.41
`longitude`	longitude	float	0%	1	-61.27
`assignment_method`	assignment_method	string	0%	1	point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	approximate
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and Environment
`source_url`	source_url	string	0%	1	https://d-place.org
`license`	license	string	0%	1	CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024
`jurisdictional_hierarchy_of_local_community`	jurisdictional_hierarchy_of_local_community	integer	0%	1	3
`jurisdictional_hierarchy_beyond_local_community`	jurisdictional_hierarchy_beyond_local_community	integer	0%	1	1
`religion_high_gods`	religion_high_gods	integer	0%	1	2
`trance_states`	trance_states	integer	0%	1	4
`settlement_patterns`	settlement_patterns	integer	0%	1	6
`mean_size_of_local_communities`	mean_size_of_local_communities	string	100%	-	-
`marital_residence_first_years`	marital_residence_first_years	integer	0%	1	5
`residence_transfer_prevailing_pattern`	residence_transfer_prevailing_pattern	integer	0%	1	3
`marital_residence_prevailing_pattern`	marital_residence_prevailing_pattern	integer	0%	1	5
`residence_transfer_alternate`	residence_transfer_alternate	integer	0%	1	9
`marital_residence_alternate`	marital_residence_alternate	integer	0%	1	11
`largest_patrilineal_kin_group`	largest_patrilineal_kin_group	integer	0%	1	1
`largest_patrilineal_exogamous_group`	largest_patrilineal_exogamous_group	integer	0%	1	1
`largest_matrilineal_kin_group`	largest_matrilineal_kin_group	integer	0%	1	3
`largest_matrilineal_exogamous_group`	largest_matrilineal_exogamous_group	integer	0%	1	3
`cognatic_kin_groups`	cognatic_kin_groups	integer	0%	1	9
`secondary_cognatic_kin_group`	secondary_cognatic_kin_group	integer	0%	1	9
`kin_terms_for_cousins`	kin_terms_for_cousins	integer	0%	1	5
`descent_major_type`	descent_major_type	integer	0%	1	3
+14 more extension fields — download the CSV/Parquet to see them all.

DMA Glottolog Language Catalog DMA-GLOTTOLOG Language

2 rows · 1 table · 2024 Glottolog Language Catalog 0 1 2 3 12 CCL 4 ext ▶

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0 Admin 0 — 1 table(s)

DMA Glottolog - Languages — 2 rows, 16 columns

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Field details — 16 fields (type, nulls, unique, samples)

Standards-Aligned Fields (12)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`glottocode`	Glottocode	string	CCL	0%	2	anti1245, isla1278
`name`	Name	string	CCL	0%	2	Antigua and Barbuda Creole English, Island Carib
`iso639_3`	Iso639 3	string	CCL	0%	2	aig, crb
`level`	Level	string	CCL	0%	1	language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	0%	2	indo1319, araw1281
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	2	gull1242, isla1279
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`child_family_count`	Child family count	integer	CCL	0%	1	0, 0
`child_language_count`	Child language count	integer	CCL	0%	1	0, 0
`child_dialect_count`	Child dialect count	integer	CCL	0%	2	0, 1

Extension Fields (4) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	2	17.068263, 15.364795
`longitude`	longitude	float	0%	2	-61.821863, -61.342957
`country_codes`	Country codes	string	0%	2	['AG', 'AI', 'DM', 'GB', 'KN', 'MS'], ['DM']
`classification`	classification	string	0%	1	[], []

DMA NGA GEOnet Names Server (GNS) DMA-NGA_GNS Language

2 rows · 2 tables · 2026 NGA GEOnet Names Server (GNS) 0 1 2 3 4 SEL 12 CCL 20 ext ▶

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0 Admin 0 — 2 table(s)

DMA NGA GNS - Language — 1 rows, 9 columns

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Field details — 9 fields (type, nulls, unique, samples)

Standards-Aligned Fields (9)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	DMA
`gns_language_code`	gns_language_code	string	CCL	0%	1	eng
`gns_language_name`	gns_language_name	string	CCL	0%	1	English
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	1	4
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	1	100.0
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	1	0
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	1
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	1
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0

DMA NGA GNS - Summary — 1 rows, 27 columns

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Field details — 27 fields (type, nulls, unique, samples)

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	DMA
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Dominica
`gns_language_count`	gns_language_count	integer	CCL	0%	1	1
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.4194
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	0

Extension Fields (20) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`gns_name_count`	gns_name_count	integer	0%	1	689
`gns_feature_count`	gns_feature_count	integer	0%	1	431
`gns_endonym_count`	gns_endonym_count	integer	0%	1	685
`gns_exonym_count`	gns_exonym_count	integer	0%	1	4
`gns_source_build_date`	gns_source_build_date	string	0%	1	Wed, 05 Aug 2026
`gns_source_change_date`	gns_source_change_date	string	0%	1	2026-08-05
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	180
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	123
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	175
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	106
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	263
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	148
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	15
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	11
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	42
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	30
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	13
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	12
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	1
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	1

DMA INFORM Risk Index (EC-JRC) DMA-INFORM Risk Index

1 row · 1 table · 2026 INFORM Risk Index (EC-JRC) 0 1 2 3 ▶

1 rows × 239 columns ingested. Field-level inventory in progress — contact us for the full export.

0 Admin 0 — 1 table(s)

DMA Inform - Risk Index — 1 rows, 239 columns

Loading data…

Field details — 239 fields (type, nulls, unique, samples)

Pending (239) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	Country code (ISO 3166-1 alpha-3)	string	0%	1	DMA
`inform_aff_dr`	People affected by drought (absolute) - raw	float	0%	1	0.0
`inform_aff_dr_freq`	Frequency of Droughts events	float	0%	1	0.0
`inform_aff_dr_rel`	People affected by droughts (relative) - raw	float	0%	1	0.0
`inform_ag_lnd_totl_k2`	Land area (sq. km)	float	0%	1	750.0
`inform_asi`	Agriculture Stress Index Probability	float	0%	1	0.075
`inform_bx_trf_pwkr_dt_gd_zs_inst`	Remittences Instability	float	0%	1	0.301758019047755
`inform_bx_trf_pwkr_dt_gd_zs_inst_norm`	ODA % GNI Normalized [BX.TRF.PWKR.DT.GD.ZS.INST.NORM]	float	0%	1	6.6
`inform_bx_trf_pwkr`	Personal remittances, received (% of GDP)	float	0%	1	5.47526931762695
`inform_lack_of_coping_capacity`	Lack of Coping Capacity Index	float	0%	1	3.6
`inform_infrastructure_capacity`	Infrastructure	float	0%	1	2.6
`inform_cc_inf_ahc`	Access to Health Care	float	0%	1	4.3
`inform_cc_inf_ahc_health_exp`	Health expenditure per capita [CC.INF.AHC.HEALTH-EXP]	float	0%	1	6.9
`inform_cc_inf_ahc_imm`	Immunization coverage	float	0%	1	2.8
`inform_cc_inf_ahc_imm_dtp3`	Diphtheria-Tetanus-Pertussis	float	0%	1	1.5
`inform_cc_inf_ahc_imm_mcv2`	Measles	float	0%	1	4.1
`inform_cc_inf_ahc_mmr`	Maternal Mortality Ratio [CC.INF.AHC.MMR]	float	0%	1	0.4
`inform_cc_inf_ahc_phys`	Physicians density [CC.INF.AHC.PHYS]	float	0%	1	7.1
`inform_cc_inf_com`	Communication	float	0%	1	2.6
`inform_cc_inf_com_cel`	Mobile cellular subscriptions [CC.INF.COM.CEL]	float	0%	1	5.9
`inform_cc_inf_com_elaccs`	Access to electricity [CC.INF.COM.ELACCS]	float	0%	1	0.0
`inform_cc_inf_com_netus`	Internet users [CC.INF.COM.NETUS]	float	0%	1	1.8
`inform_cc_inf_phy`	Physical Infrastructure	float	0%	1	0.9
`inform_cc_inf_phy_h2o`	Access to improved water source	float	0%	1	0.6
`inform_cc_inf_phy_rod`	Road density [CC.INF.PHY.ROD]	float	0%	1	0.0
`inform_cc_inf_phy_sta`	Access to improved sanitation facilities	float	0%	1	2.2
`inform_institutional_capacity`	Institutional	float	0%	1	4.4
`inform_cc_ins_gov`	Governance	float	0%	1	4.4
`inform_cc_ins_gov_cpi`	Corruption Perception Index [CC.INS.GOV.CPI]	float	0%	1	4.0
`inform_cc_ins_gov_ge`	Government Effectiveness [CC.INS.GOV.GE]	float	0%	1	4.7
+209 more pending fields — download the CSV/Parquet to see them all.

HERA · Human Entity Reference Atlas by Masego Inc

Build a download

Source	Type	Access
Glottolog Language Catalog	academic	bulk_download
INFORM Risk Index (EC-JRC)	international_organization	api
World Bank Open Data	international_organization	api
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
NGA GEOnet Names Server (GNS)	official_government	bulk_download
LandScan Global (ORNL — Oak Ridge National Laboratory)	research_institution	earth_engine
OpenFactBook	community_compilation	bulk_download