Western Sahara

Datasets (5)

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

ESH UNHCR Refugee Data Finder ESH-UNHCR Migration

51 rows · 1 table(s) · 2025 UNHCR Refugee Data Finder 0 1 2 3 6 CCL 18 ext ▶

or use the per-admin-level buttons below. Free downloads return a 10-row sample. Contact us for the full pack.

0 Admin 0 — 1 table(s)

ESH UNHCR - Origin Populations — 51 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	ESH, ESH, ESH, ESH, ESH
`refugees`	Refugees	integer	CCL	0%	36	20000, 35000, 50000, 50000, 50000
`idps`	Idps	integer	CCL	0%	1	0, 0, 0, 0, 0
`stateless`	Stateless	integer	CCL	0%	1	0, 0, 0, 0, 0
`others_of_concern`	Others of concern	integer	CCL	0%	4	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%	51	1975, 1976, 1977, 1978, 1979
`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%	22	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%	-	-

ESH OpenFactBook ESH-OPENFACTBOOK Country Profile

13 rows · 13 table(s) · 2024 OpenFactBook 0 1 2 3 67 SEL 1 CCL 254 ext ▶

or use the per-admin-level buttons below. Free downloads return a 10-row sample. Contact us for the full pack.

0 Admin 0 — 13 table(s)

ESH OpenFactBook - Communications — 1 rows, 10 columns

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Field details — 11 fields (type, nulls, unique, samples)

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.eh
`country_code`	Country code	string	SEL	0%	1	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (7) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`telecommunication_systems_general_assessment_text`	telecommunication_systems_general_assessment_text	string	0%	1	sparse and limited system
`telecommunication_systems_international_text`	telecommunication_systems_international_text	string	0%	1	country code - 212; tied into Morocco's system by...
`telecommunication_systems_international_numeric`	telecommunication_systems_international_numeric	float	0%	1	212.0
`telecommunication_systems_note`	telecommunication_systems_note	string	0%	1	note: the COVID-19 outbreak is negatively impacting...
`broadcast_media_text`	broadcast_media_text	string	0%	1	Morocco's state-owned broadcaster, Radio-Television...
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH OpenFactBook - Economy — 1 rows, 44 columns

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Field details — 48 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	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (45) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	Western Sahara has a small market-based economy whose...
`economic_overview_numeric`	economic_overview_numeric	float	0%	1	2013.0
`gdp_real_growth_rate_note`	gdp_real_growth_rate_note	string	0%	1	NA
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	NA
`gdp_purchasing_power_parity_real_text`	gdp_purchasing_power_parity_real_text	string	0%	1	$906.5 million (2007 est.)
`gdp_purchasing_power_parity_real_numeric`	gdp_purchasing_power_parity_real_numeric	float	0%	1	906.5
`gdp_official_exchange_rate_text`	gdp_official_exchange_rate_text	string	0%	1	NA
`gdp_per_capita_ppp_text`	gdp_per_capita_ppp_text	string	0%	1	$2,500 (2007 est.)
`gdp_per_capita_ppp_numeric`	gdp_per_capita_ppp_numeric	float	0%	1	2500.0
`gdp_composition_by_sector_of_origin_agriculture_text`	gdp_composition_by_sector_of_origin_agriculture_text	string	0%	1	NA (2007 est.)
`gdp_composition_by_sector_of_origin_agriculture_numeric`	gdp_composition_by_sector_of_origin_agriculture_numeric	float	0%	1	2007.0
`gdp_composition_by_sector_of_origin_industry_text`	gdp_composition_by_sector_of_origin_industry_text	string	0%	1	NA (2007 est.)
`gdp_composition_by_sector_of_origin_industry_numeric`	gdp_composition_by_sector_of_origin_industry_numeric	float	0%	1	2007.0
`gdp_composition_by_sector_of_origin_services_text`	gdp_composition_by_sector_of_origin_services_text	string	0%	1	40% (2007 est.)
`gdp_composition_by_sector_of_origin_services_numeric`	gdp_composition_by_sector_of_origin_services_numeric	float	0%	1	40.0
`agriculture_products_text`	agriculture_products_text	string	0%	1	fruits and vegetables (grown in the few oases); camels,...
`industries_text`	industries_text	string	0%	1	phosphate mining, handicrafts
`industrial_production_growth_rate_text`	industrial_production_growth_rate_text	string	0%	1	NA
`labor_force_text`	labor_force_text	string	0%	1	144,000 (2010 est.)
`labor_force_numeric`	labor_force_numeric	float	0%	1	144000.0
`labor_force_by_occupation_agriculture_text`	labor_force_by_occupation_agriculture_text	string	0%	1	50%
`labor_force_by_occupation_agriculture_numeric`	labor_force_by_occupation_agriculture_numeric	float	0%	1	50.0
`labor_force_by_occupation_industry_text`	labor_force_by_occupation_industry_text	string	0%	1	50%
`labor_force_by_occupation_industry_numeric`	labor_force_by_occupation_industry_numeric	float	0%	1	50.0
`labor_force_by_occupation_industry_and_services_text`	labor_force_by_occupation_industry_and_services_text	string	0%	1	50% (2005 est.)
`labor_force_by_occupation_industry_and_services_numeric`	labor_force_by_occupation_industry_and_services_numeric	float	0%	1	50.0
`unemployment_rate_note`	unemployment_rate_note	string	0%	1	NA
`population_below_poverty_line_text`	population_below_poverty_line_text	string	0%	1	NA
`household_income_or_consumption_by_percentage_share_lowest_10_text`	household_income_or_consumption_by_percentage_share_lowest_10_text	string	0%	1	NA
`household_income_or_consumption_by_percentage_share_highest_10_text`	household_income_or_consumption_by_percentage_share_highest_10_text	string	0%	1	NA
+15 more extension fields — download the CSV/Parquet to see them all.

ESH OpenFactBook - Energy — 1 rows, 51 columns

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Field details — 51 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	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (48) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_production_text`	electricity_production_text	string	0%	1	0 kWh NA (2016 est.)
`electricity_production_numeric`	electricity_production_numeric	float	0%	1	0.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	0 kWh (2016 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	0.0
`electricity_exports_text`	electricity_exports_text	string	0%	1	0 kWh (2016 est.)
`electricity_exports_numeric`	electricity_exports_numeric	float	0%	1	0.0
`electricity_imports_text`	electricity_imports_text	string	0%	1	0 kWh (2016 est.)
`electricity_imports_numeric`	electricity_imports_numeric	float	0%	1	0.0
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	58,000 kW (2016 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	58000.0
`electricity_from_fossil_fuels_text`	electricity_from_fossil_fuels_text	string	0%	1	100% of total installed capacity (2016 est.)
`electricity_from_fossil_fuels_numeric`	electricity_from_fossil_fuels_numeric	float	0%	1	100.0
`electricity_from_nuclear_fuels_text`	electricity_from_nuclear_fuels_text	string	0%	1	0% of total installed capacity (2017 est.)
`electricity_from_nuclear_fuels_numeric`	electricity_from_nuclear_fuels_numeric	float	0%	1	0.0
`electricity_from_hydroelectric_plants_text`	electricity_from_hydroelectric_plants_text	string	0%	1	0% of total installed capacity (2017 est.)
`electricity_from_hydroelectric_plants_numeric`	electricity_from_hydroelectric_plants_numeric	float	0%	1	0.0
`electricity_from_other_renewable_sources_text`	electricity_from_other_renewable_sources_text	string	0%	1	0% of total installed capacity (2017 est.)
`electricity_from_other_renewable_sources_numeric`	electricity_from_other_renewable_sources_numeric	float	0%	1	0.0
`crude_oil_production_text`	crude_oil_production_text	string	0%	1	0 bbl/day (2018 est.)
`crude_oil_production_numeric`	crude_oil_production_numeric	float	0%	1	0.0
`crude_oil_exports_text`	crude_oil_exports_text	string	0%	1	0 bbl/day (2015 est.)
`crude_oil_exports_numeric`	crude_oil_exports_numeric	float	0%	1	0.0
`crude_oil_imports_text`	crude_oil_imports_text	string	0%	1	0 bbl/day (2015 est.)
`crude_oil_imports_numeric`	crude_oil_imports_numeric	float	0%	1	0.0
`crude_oil_proved_reserves_text`	crude_oil_proved_reserves_text	string	0%	1	0 bbl (1 January 2018 est.)
`crude_oil_proved_reserves_numeric`	crude_oil_proved_reserves_numeric	float	0%	1	0.0
`refined_petroleum_products_production_text`	refined_petroleum_products_production_text	string	0%	1	0 bbl/day (2015 est.)
`refined_petroleum_products_production_numeric`	refined_petroleum_products_production_numeric	float	0%	1	0.0
`refined_petroleum_products_consumption_text`	refined_petroleum_products_consumption_text	string	0%	1	1,700 bbl/day (2016 est.)
`refined_petroleum_products_consumption_numeric`	refined_petroleum_products_consumption_numeric	float	0%	1	1700.0
+18 more extension fields — download the CSV/Parquet to see them all.

ESH OpenFactBook - Ethnic Groups — 1 rows, 8 columns

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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	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`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
`nationality_noun_text`	nationality_noun_text	string	0%	1	Sahrawi(s), Sahraoui(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Sahrawi, Sahrawian, Sahraouian
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Arab, Berber
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH OpenFactBook - Geography — 1 rows, 43 columns

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Field details — 48 fields (type, nulls, unique, samples)

Standards-Aligned Fields (13)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`area_total_numeric`	Area sqkm	float	SEL	0%	1	266000.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	266000.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	0.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	2049.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	1110.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	-55.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	805.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	18.8
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	2.7
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	0.0
`country_code`	Country code	string	SEL	0%	1	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`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
`location_text`	location_text	string	0%	1	Northern Africa, bordering the North Atlantic Ocean,...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	24 30 N, 13 00 W
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	24.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	266,000 sq km
`area_land_text`	area_land_text	string	0%	1	266,000 sq km
`area_water_text`	area_water_text	string	0%	1	0 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	about the size of Colorado
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	2,049 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Algeria 41 km, Mauritania 1564 km, Morocco 444 km
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	41.0
`coastline_text`	coastline_text	string	0%	1	1,110 km
`maritime_claims_note`	maritime_claims_note	string	0%	1	contingent upon resolution of sovereignty issue
`climate_text`	climate_text	string	0%	1	hot, dry desert; rain is rare; cold offshore air...
`terrain_text`	terrain_text	string	0%	1	mostly low, flat desert with large areas of rocky or...
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	256 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	256.0
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Sebjet Tah -55 m
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	unnamed elevation 805 m
`natural_resources_text`	natural_resources_text	string	0%	1	phosphates, iron ore
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	18.8% (2011 est.)
`land_use_arable_land_permanent_crops_permanent_pasture_text`	land_use_arable_land_permanent_crops_permanent_pasture_text	string	0%	1	0% (2011 est.) / 0% (2011 est.) / 18.8% (2011 est.)
`land_use_arable_land_permanent_crops_permanent_pasture_numeric`	land_use_arable_land_permanent_crops_permanent_pasture_numeric	float	0%	1	0.0
`land_use_forest_text`	land_use_forest_text	string	0%	1	2.7% (2011 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	78.5% (2011 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	78.5
`irrigated_land_text`	irrigated_land_text	string	0%	1	0 sq km (2012)
`population_distribution_text`	population_distribution_text	string	0%	1	most of the population lives in the two-thirds of the...
`population_distribution_numeric`	population_distribution_numeric	float	0%	1	40.0
`natural_hazards_text`	natural_hazards_text	string	0%	1	hot, dry, dust/sand-laden sirocco wind can occur during...
+5 more extension fields — download the CSV/Parquet to see them all.

ESH OpenFactBook - Government — 1 rows, 18 columns

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Field details — 21 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	ESH
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (19) — 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	none
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Western Sahara
`country_name_former_text`	country_name_former_text	string	0%	1	Rio de Oro, Saguia el Hamra, Spanish Sahara
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	self-descriptive name specifying the territory's western...
`government_type_text`	government_type_text	string	0%	1	legal status of territory and issue of sovereignty...
`government_type_numeric`	government_type_numeric	float	0%	1	1976.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC 0 (5 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	0.0
`capital_daylight_saving_time_text`	capital_daylight_saving_time_text	string	0%	1	+1hr, begins last Sunday in March; ends last Sunday in October
`capital_daylight_saving_time_numeric`	capital_daylight_saving_time_numeric	float	0%	1	1.0
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	none officially; the territory west of the Moroccan berm...
`suffrage_text`	suffrage_text	string	0%	1	none; (residents of Moroccan-controlled Western Sahara...
`executive_branch_note`	executive_branch_note	string	0%	1	none
`international_organization_participation_text`	international_organization_participation_text	string	0%	1	AU, WFTU (NGOs)
`diplomatic_representation_in_the_us_note`	diplomatic_representation_in_the_us_note	string	0%	1	none
`diplomatic_representation_from_the_us_note`	diplomatic_representation_from_the_us_note	string	0%	1	none
`country_name`	country_name	string	0%	1	Western Sahara
`source_section`	source_section	string	0%	1	Government
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH 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	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`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	Western Sahara is a non-self-governing territory on the...
`background_numeric`	background_numeric	float	0%	1	1976.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH 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	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`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	Standard Arabic, Hassaniya Arabic, Moroccan Arabic,...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH OpenFactBook - Military And Security — 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	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`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
`military_note_text`	military_note_text	string	0%	1	the United Nations Mission for the Referendum in Western...
`military_note_numeric`	military_note_numeric	float	0%	1	1991.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH OpenFactBook - People And Society — 1 rows, 68 columns

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Field details — 81 fields (type, nulls, unique, samples)

Standards-Aligned Fields (20)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	36.29
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	4.1
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	44.1
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	39.2
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	4.9
`median_age_total_numeric`	Median age	float	SEL	0%	1	21.8
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	2.54
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	28.0
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	7.7
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	4.9
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	86.8
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	2.61
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.04
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	0.99
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	47.9
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	64.5
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	3.65
`country_code`	Country code	string	SEL	0%	1	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (61) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_text`	population_text	string	0%	1	652,271 (July 2020 est.)
`population_numeric`	population_numeric	float	0%	1	652271.0
`demographic_profile_text`	demographic_profile_text	string	0%	1	Western Sahara is a non-self governing territory;...
`demographic_profile_numeric`	demographic_profile_numeric	float	0%	1	75.0
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	36.29% (male 119,719/female 116,997)
`age_structure_15_24_years_text`	age_structure_15_24_years_text	string	0%	1	19.44% (male 63,852/female 62,954)
`age_structure_15_24_years_numeric`	age_structure_15_24_years_numeric	float	0%	1	19.44
`age_structure_25_54_years_text`	age_structure_25_54_years_text	string	0%	1	34.9% (male 112,301/female 115,313)
`age_structure_25_54_years_numeric`	age_structure_25_54_years_numeric	float	0%	1	34.9
`age_structure_55_64_years_text`	age_structure_55_64_years_text	string	0%	1	5.27% (male 16,095/female 18,292)
`age_structure_55_64_years_numeric`	age_structure_55_64_years_numeric	float	0%	1	5.27
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	4.1% (male 11,802/female 14,946) (2020 est.)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	float	0%	1	44.1
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	float	0%	1	39.2
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	float	0%	1	4.9
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	20.4 (2020 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	20.4
`median_age_total_text`	median_age_total_text	string	0%	1	21.8 years
`median_age_male_text`	median_age_male_text	string	0%	1	21.4 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	21.4
`median_age_female_text`	median_age_female_text	string	0%	1	22.3 years (2020 est.)
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	22.3
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	2.54% (2020 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	28 births/1,000 population (2020 est.)
`death_rate_text`	death_rate_text	string	0%	1	7.7 deaths/1,000 population (2020 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	4.9 migrant(s)/1,000 population (2020 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	most of the population lives in the two-thirds of the...
`population_distribution_numeric`	population_distribution_numeric	float	0%	1	40.0
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	86.8% of total population (2020)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	2.61% annual rate of change (2015-20 est.)
+31 more extension fields — download the CSV/Parquet to see them all.

ESH OpenFactBook - Religions — 1 rows, 6 columns

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

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_muslim_pct_synth`	Muslim	numeric	CCL	0%	-	-

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

Field Name	Label	Type	Nulls	Unique	Samples
`religions_text`	religions_text	string	0%	1	Muslim
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

Pending (2) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_ethnicity_arab_pct_synth`	Arab	numeric	0%	-	-
`composition_ethnicity_berber_pct_synth`	Berber	numeric	0%	-	-

ESH OpenFactBook - Transnational Issues — 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	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`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
`disputes_international_text`	disputes_international_text	string	0%	1	++ many neighboring states reject Moroccan...
`disputes_international_numeric`	disputes_international_numeric	float	0%	1	100000.0
`source_section`	source_section	string	0%	1	Transnational Issues
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH OpenFactBook - Transportation — 1 rows, 20 columns

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Field details — 20 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	6.0
`country_code`	Country code	string	SEL	0%	1	ESH
`country_name`	Country name	string	SEL	0%	1	Western Sahara
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (16) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`airports_text`	airports_text	string	0%	1	6 (2013)
`airports_with_paved_runways_total_text`	airports_with_paved_runways_total_text	string	0%	1	3 (2019)
`airports_with_paved_runways_total_numeric`	airports_with_paved_runways_total_numeric	float	0%	1	3.0
`airports_with_paved_runways_2_438_to_3_047_m_text`	airports_with_paved_runways_2_438_to_3_047_m_text	float	0%	1	3
`airports_with_paved_runways_2_438_to_3_047_m_numeric`	airports_with_paved_runways_2_438_to_3_047_m_numeric	float	0%	1	3.0
`airports_with_unpaved_runways_total_text`	airports_with_unpaved_runways_total_text	string	0%	1	3 (2013)
`airports_with_unpaved_runways_total_numeric`	airports_with_unpaved_runways_total_numeric	float	0%	1	3.0
`airports_with_unpaved_runways_1_524_to_2_437_m_text`	airports_with_unpaved_runways_1_524_to_2_437_m_text	string	0%	1	1 (2013)
`airports_with_unpaved_runways_1_524_to_2_437_m_numeric`	airports_with_unpaved_runways_1_524_to_2_437_m_numeric	float	0%	1	1.0
`airports_with_unpaved_runways_914_to_1_523_m_text`	airports_with_unpaved_runways_914_to_1_523_m_text	string	0%	1	1 (2013)
`airports_with_unpaved_runways_914_to_1_523_m_numeric`	airports_with_unpaved_runways_914_to_1_523_m_numeric	float	0%	1	1.0
`airports_with_unpaved_runways_under_914_m_text`	airports_with_unpaved_runways_under_914_m_text	string	0%	1	1 (2013)
`airports_with_unpaved_runways_under_914_m_numeric`	airports_with_unpaved_runways_under_914_m_numeric	float	0%	1	1.0
`ports_and_terminals_major_seaport_s_text`	ports_and_terminals_major_seaport_s_text	string	0%	1	Ad Dakhla, Laayoune (El Aaiun)
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/wi.json

ESH Glottolog Language Catalog ESH-GLOTTOLOG Language

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

or use the per-admin-level buttons below. Free downloads return a 10-row sample. Contact us for the full pack.

0 Admin 0 — 1 table(s)

ESH Glottolog - Languages — 4 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%	4	alge1240, hass1238, moro1292, zena1248
`name`	Name	string	CCL	0%	4	Algerian Saharan Arabic, Hassaniyya, Moroccan Arabic, Zenaga
`iso639_3`	Iso639 3	string	CCL	0%	4	aao, mey, ary, zen
`level`	Level	string	CCL	0%	1	language, language, language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	0%	1	afro1255, afro1255, afro1255, afro1255
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	3	magh1239, west3017, magh1239, west2724
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`child_family_count`	Child family count	integer	CCL	0%	1	0, 0, 0, 0
`child_language_count`	Child language count	integer	CCL	0%	1	0, 0, 0, 0
`child_dialect_count`	Child dialect count	integer	CCL	0%	2	0, 0, 7, 0

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	4	20.8884, 18.29, 32.5, 16.82
`longitude`	longitude	float	0%	4	4.80626, -14.11, -7.5, -16.1711
`country_codes`	country_codes	string	0%	4	['DZ', 'EH', 'LY', 'MA', 'NE'], ['DZ', 'EH', 'MA', 'ML',...
`classification`	classification	string	0%	1	[], [], [], []

ESH GHS Urban Centre Database (EU JRC) ESH-GHSL_UCDB Modeled Population

2 rows · 1 table(s) · 2025 GHS Urban Centre Database (EU JRC) 0 1 2 3 Locality 3 SEL 7 ext ▶

or use the per-admin-level buttons below. Free downloads return a 10-row sample. Contact us for the full pack.

Locality Locality — 1 table(s)

ESH GHS-UCDB - Cities (locality) — 2 rows, 10 columns

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Field details — 10 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`city_name`	Admin name	string	SEL	0%	2	Dakhla, Boujdour
`country_code`	Country code	string	SEL	0%	1	ESH, ESH
`population`	Population count	integer	SEL	0%	2	180740, 52091

Extension Fields (7) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	2	45, 226
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Western Sahara, Western Sahara
`population_year`	population_year	integer	0%	1	2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

ESH LandScan Global (ORNL) ESH-LANDSCAN Modeled Population

2 rows · 1 table(s) · 2024 LandScan Global (ORNL) 0 1 2 3 Locality 7 SEL 2 ext ▶

or use the per-admin-level buttons below. Free downloads return a 10-row sample. Contact us for the full pack.

Locality Locality — 1 table(s)

ESH LandScan - Cities (locality) — 2 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	ESH, ESH
`admin_level`	Admin level	string	SEL	0%	1	locality, locality
`admin_name`	Admin name	string	SEL	0%	2	Dakhla, Boujdour
`admin_code`	Admin code	integer	SEL	0%	2	45, 226
`area_sqkm`	Area sqkm	float	SEL	0%	2	32.8502, 8.9631
`pop_2024`	Population count	integer	SEL	0%	2	140289, 48839
`pop_density_2024`	Population density	float	SEL	0%	2	4270.57, 5448.9

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

Field Name	Label	Type	Nulls	Unique	Samples
`ghs_pop_2025`	ghs_pop_2025	integer	0%	2	180740, 52091
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	2	0.776, 0.938

Source	Type	Access
Glottolog Language Catalog	academic	bulk_download
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
LandScan Global (ORNL — Oak Ridge National Laboratory)	research_institution	earth_engine
GHS Urban Centre Database (Global Human Settlement · EU Joint Research Centre)	international_organization	bulk_download
OpenFactBook	community_compilation	bulk_download

HERA · Human Entity Reference Atlas by Masego Inc

Western Sahara

Build a download