Yemen

YEM World Bank Open Data YEM-WORLD_BANK Development Indicators

198 rows · 3 tables · 2024 World Bank Open Data 0 1 2 3 19 SEL 4 ext ▶

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0 Admin 0 — 3 table(s)

YEM 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	YE, YE, YE, YE, YE
`population_count`	Population count	float	SEL	2%	65	5532301.0, 5655232.0, 5782221.0, 5911135.0, 6048006.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	33.462, 34.058, 33.669, 33.431, 34.907
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	56%	29	910.422465960748, 1016.30223044813, 1198.13031674085,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	99%	1	37.0900001525879
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	428.8, 422.1, 415.3, 407.8, 399.7
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	96%	3	40.1, 34.8, 48.6

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	Yemen, Rep., Yemen, Rep., Yemen, Rep., Yemen, Rep., Yemen, Rep.
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

YEM World Bank - Health Indicators — 66 rows, 14 columns

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Field details — 14 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	YE, YE, YE, YE, YE
`life_expectancy`	Life expectancy	float	SEL	3%	64	33.462, 34.058, 33.669, 33.431, 34.907
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	5%	63	84.8, 84.2, 83.4, 82.7, 82.0
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	428.8, 422.1, 415.3, 407.8, 399.7
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	34	430.0, 430.0, 400.0, 388.0, 371.0
`fertility_rate`	Fertility rate	float	SEL	3%	64	7.988, 8.0, 8.01, 8.028, 8.071
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	56.016, 56.195, 56.337, 56.512, 56.763
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	33.784, 33.245, 33.636, 33.88, 32.408
`physicians_per_1000`	Physicians per 1000	float	SEL	74%	16	0.023, 0.032, 0.029, 0.145, 0.171
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	73%	15	0.454545468091965, 0.809700012207031, 0.865499973297119,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	32%	37	1.0, 3.0, 4.0, 5.0, 7.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	4.66606569, 4.94514799, 4.83237982, 5.75758314, 5.5144043

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	Yemen, Rep., Yemen, Rep., Yemen, Rep., Yemen, Rep., Yemen, Rep.
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

YEM 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	YEM, YEM, YEM, YEM, YEM
`country_name`	country_name	string	0%	1	Yemen, Rep., Yemen, Rep., Yemen, Rep., Yemen, Rep., Yemen, Rep.
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964
`intl_migrant_stock`	intl_migrant_stock	float	88%	8	118863.0, 136515.0, 144940.0, 171871.0, 288394.0
`intl_migrant_stock_pct`	intl_migrant_stock_pct	float	88%	6	0.9, 0.8, 0.7, 0.8, 1.1
`net_migration`	net_migration	float	0%	66	-3431.0, -3503.0, -3572.0, -3640.0, -3712.0
`remittances_received_usd`	remittances_received_usd	float	59%	26	1498199951.0, 998299987.8, 1018200012.0, 1038599976.0,...
`remittances_received_pct_gdp`	remittances_received_pct_gdp	float	59%	27	11.8492652148596, 6.80715761671814, 5.66946485920665,...
`remittances_paid_usd`	remittances_paid_usd	float	59%	26	106400001.5, 125400001.5, 93800003.05, 94300003.05, 68400001.53

YEM UNHCR Refugee Data Finder YEM-UNHCR Migration

92 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)

YEM UNHCR - Hosted Populations — 49 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%	-	-

YEM UNHCR - Origin Populations — 43 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%	-	-

YEM LandScan Global (ORNL) YEM-LANDSCAN Modeled Population

81 rows · 3 tables · 2024 LandScan Global (ORNL) 0 1 2 3 Locality 21 SEL 2 ext ▶

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0 Admin 0 — 1 table(s)

YEM 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	YEM
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Yemen
`admin_code`	Admin code	string	SEL	0%	1	85191696B36695107945551
`area_sqkm`	Area sqkm	float	SEL	0%	1	452877.6919
`pop_2024`	Population count	integer	SEL	0%	1	32098013
`pop_density_2024`	Population density	float	SEL	0%	1	70.88

1 Admin 1 — 1 table(s)

YEM LandScan - Population Admin1 (admin_1) — 22 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	YEM, YEM, YEM, YEM, YEM
`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%	22	Hadhramaut, Ibb Governorate, Ta'izz Governorate, Dhamar...
`admin_code`	Admin code	string	SEL	0%	22	18629408B49078263925584, 18629408B5376796402494,...
`area_sqkm`	Area sqkm	float	SEL	0%	22	162556.8855, 5346.8024, 10002.6813, 7587.2442, 11769.1399
`pop_2024`	Population count	integer	SEL	0%	22	3544916, 3082838, 3018656, 2561842, 2527782
`pop_density_2024`	Population density	float	SEL	0%	22	21.81, 576.58, 301.78, 337.65, 214.78

Locality Locality — 1 table(s)

YEM LandScan - Cities (locality) — 58 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	YEM, YEM, YEM, YEM, YEM
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	58	Sana'a, Ibb, Hodeidah, Dhamar, Ta'izz
`admin_code`	Admin code	integer	SEL	0%	58	3993, 4387, 472, 4685, 4118
`area_sqkm`	Area sqkm	float	SEL	0%	58	216.746, 58.6524, 58.6562, 35.7901, 71.571
`pop_2024`	Population count	integer	SEL	0%	58	1194139, 426066, 345654, 309247, 261700
`pop_density_2024`	Population density	float	SEL	0%	58	5509.39, 7264.26, 5892.88, 8640.57, 3656.51

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%	58	3759520, 843581, 776803, 337585, 1284739
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	55	0.318, 0.505, 0.445, 0.916, 0.204

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

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

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Locality Locality — 1 table(s)

YEM GHS-UCDB - Cities (locality) — 58 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%	58	Sana'a, Ta'izz, Ibb, Hodeidah, Bi'r Rubak
`country_code`	Country code	string	SEL	0%	1	YEM, YEM, YEM, YEM, YEM
`population`	Population count	integer	SEL	0%	58	3759520, 1284739, 843581, 776803, 686016

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	58	3993, 4118, 4387, 472, 5114
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Yemen, Yemen, Yemen, Yemen, Yemen
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

YEM Glottolog Language Catalog YEM-GLOTTOLOG Language

19 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)

YEM Glottolog - Languages — 19 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%	19	bath1244, gulf1241, hadr1235, hadr1236, hija1235
`name`	Name	string	CCL	0%	19	Bathari, Gulf Arabic, Hadrami, Hadrami Arabic, Hijazi Arabic
`iso639_3`	Iso639 3	string	CCL	5%	18	bhm, afb, xhd, ayh, acw
`level`	Level	string	CCL	0%	1	language, language, language, language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	0%	2	afro1255, afro1255, afro1255, afro1255, afro1255
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	10	west2859, nort3402, sayh1236, arab1393, arab1393
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`child_family_count`	Child family count	integer	CCL	0%	1	0, 0, 0, 0, 0
`child_language_count`	Child language count	integer	CCL	0%	1	0, 0, 0, 0, 0
`child_dialect_count`	Child dialect count	integer	CCL	0%	7	0, 8, 0, 0, 4

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	19	17.88699, 30.17, 15.528, 15.4468, 22.8346
`longitude`	longitude	float	0%	19	55.61232, 47.5, 47.603, 48.6524, 38.9237
`country_codes`	Country codes	string	0%	10	['OM', 'YE'], ['AE', 'BH', 'IQ', 'IR', 'KW', 'OM', 'QA',...
`classification`	classification	string	0%	1	[], [], [], [], []

YEM OpenFactBook YEM-OPENFACTBOOK Country Profile

15 rows · 15 tables · 2024 OpenFactBook 0 1 2 3 91 SEL 2 CCL 543 ext ▶

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0 Admin 0 — 15 table(s)

YEM 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	2.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	51.0
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	14.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	1.0
`country_code`	Country code	string	SEL	0%	1	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`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	728,000 (2022 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	728000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	2 (2022 est.)
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	20 million (2023 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	20.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	51 (2023 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	state-run TV with 2 stations; state-run radio with 2...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	2.0
`internet_country_code_text`	Internet country code text	string	0%	1	.ye
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	14% (2020 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	486,000 (2022 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	486000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	1 (2022 est.)
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

YEM OpenFactBook - Economy — 1 rows, 122 columns

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Field details — 127 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	200.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	8.278
`country_code`	Country code	string	SEL	0%	1	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (122) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	low-income Middle Eastern economy; infrastructure,...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$18.719 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	18.719
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$18.908 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	18.908
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$19.294 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	19.294
`real_gdp_purchasing_power_parity_note`	real_gdp_purchasing_power_parity_note	string	0%	1	note: data in 2015 dollars
`real_gdp_growth_rate_real_gdp_growth_rate_2018_text`	Real gdp growth rate 2018 (text)	string	0%	1	0.8% (2018 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2018_numeric`	Real gdp growth rate 2018 (numeric)	float	0%	1	0.8
`real_gdp_growth_rate_real_gdp_growth_rate_2017_text`	Real gdp growth rate 2017 (text)	string	0%	1	-5.1% (2017 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2017_numeric`	Real gdp growth rate 2017 (numeric)	float	0%	1	-5.1
`real_gdp_growth_rate_real_gdp_growth_rate_2016_text`	Real gdp growth rate 2016 (text)	string	0%	1	-9.4% (2016 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2016_numeric`	Real gdp growth rate 2016 (numeric)	float	0%	1	-9.4
`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	$200 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$200 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	200.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$300 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	300.0
`real_gdp_per_capita_note`	real_gdp_per_capita_note	string	0%	1	note: data in 2015 dollars
`gdp_official_exchange_rate_text`	gdp_official_exchange_rate_text	string	0%	1	$8.278 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	29.1% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	29.1
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_text`	Inflation rate consumer prices 2021 (text)	string	0%	1	26% (2021 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_numeric`	Inflation rate consumer prices 2021 (numeric)	float	0%	1	26.0
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2020_text`	Inflation rate consumer prices 2020 (text)	string	0%	1	19.6% (2020 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2020_numeric`	Inflation rate consumer prices 2020 (numeric)	float	0%	1	19.6
`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	28.7% (2018 est.)
+92 more extension fields — download the CSV/Parquet to see them all.

YEM OpenFactBook - Energy — 1 rows, 39 columns

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Field details — 39 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	76.0
`country_code`	Country code	string	SEL	0%	1	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`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
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	76% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	96.1%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	96.1
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	65%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	65.0
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	1.79 million kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	1.79
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	2.579 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	2.579
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	486.24 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	486.24
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	83% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	83.0
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	17% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	17.0
`coal_consumption_text`	coal_consumption_text	string	0%	1	27,000 metric tons (2023 est.)
`coal_consumption_numeric`	coal_consumption_numeric	float	0%	1	27000.0
`coal_imports_text`	coal_imports_text	string	0%	1	36,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	36000.0
`petroleum_total_petroleum_production_text`	petroleum_total_petroleum_production_text	string	0%	1	15,000 bbl/day (2023 est.)
`petroleum_total_petroleum_production_numeric`	petroleum_total_petroleum_production_numeric	float	0%	1	15000.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	58,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	58000.0
`petroleum_crude_oil_estimated_reserves_text`	petroleum_crude_oil_estimated_reserves_text	string	0%	1	3 billion barrels (2021 est.)
`petroleum_crude_oil_estimated_reserves_numeric`	petroleum_crude_oil_estimated_reserves_numeric	float	0%	1	3.0
`natural_gas_production_text`	natural_gas_production_text	string	0%	1	10.286 million cubic meters (2023 est.)
`natural_gas_production_numeric`	natural_gas_production_numeric	float	0%	1	10.286
`natural_gas_consumption_text`	natural_gas_consumption_text	string	0%	1	10.286 million cubic meters (2023 est.)
`natural_gas_consumption_numeric`	natural_gas_consumption_numeric	float	0%	1	10.286
`natural_gas_proven_reserves_text`	natural_gas_proven_reserves_text	string	0%	1	478.555 billion cubic meters (2021 est.)
+5 more extension fields — download the CSV/Parquet to see them all.

YEM OpenFactBook - Environment — 1 rows, 51 columns

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Field details — 55 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	44.4
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	1.0
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	39.8
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.71
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	4.837
`country_code`	Country code	string	SEL	0%	1	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (47) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	limited natural freshwater resources; inadequate...
`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	Climate Change-Paris Agreement, Comprehensive Nuclear Test Ban
`climate_text`	climate_text	string	0%	1	mostly desert; hot and humid along west coast; temperate...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	44.4% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 2.2% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	2.2
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 0.6% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	0.6
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 41.7% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	41.7
`land_use_forest_text`	land_use_forest_text	string	0%	1	1% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	54.5% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	54.5
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	39.8% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.71% annual rate of change (2015-20 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	8.193 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	8.193
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	93,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_numeric`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_numeric	float	0%	1	93000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	8.08 million 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	8.08
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	21,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_consumed_natural_gas_numeric`	carbon_dioxide_emissions_from_consumed_natural_gas_numeric	float	0%	1	21000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	43.9 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	43.9
`methane_emissions_energy_text`	methane_emissions_energy_text	string	0%	1	190.5 kt (2022-2024 est.)
`methane_emissions_energy_numeric`	methane_emissions_energy_numeric	float	0%	1	190.5
`methane_emissions_agriculture_text`	methane_emissions_agriculture_text	string	0%	1	192.2 kt (2019-2021 est.)
`methane_emissions_agriculture_numeric`	methane_emissions_agriculture_numeric	float	0%	1	192.2
+17 more extension fields — download the CSV/Parquet to see them all.

YEM 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	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`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	Yemeni(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Yemeni
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	predominantly Arab; but also Afro-Arab, South Asian, European
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

YEM OpenFactBook - Geography — 1 rows, 55 columns

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Field details — 58 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	527968.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	527968.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	0.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	1601.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	1906.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	3666.0
`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	44.4
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	1.0
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	6800.0
`country_code`	Country code	string	SEL	0%	1	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`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
`location_text`	location_text	string	0%	1	Middle East, bordering the Arabian Sea, Gulf of Aden,...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	15 00 N, 48 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	15.0
`map_references_text`	map_references_text	string	0%	1	Middle East
`area_total_text`	area_total_text	string	0%	1	527,968 sq km
`area_land_text`	area_land_text	string	0%	1	527,968 sq km
`area_water_text`	area_water_text	string	0%	1	0 sq km
`area_note`	area_note	string	0%	1	note: includes Perim, Socotra, the former Yemen Arab...
`area_comparative_text`	area_comparative_text	string	0%	1	almost four times the size of Alabama; slightly larger...
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	1,601 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Oman 294 km; Saudi Arabia 1,307 km
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	294.0
`coastline_text`	coastline_text	string	0%	1	1,906 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
`maritime_claims_continental_shelf_text`	maritime_claims_continental_shelf_text	string	0%	1	200 nm or to the edge of the continental margin
`maritime_claims_continental_shelf_numeric`	maritime_claims_continental_shelf_numeric	float	0%	1	200.0
`climate_text`	climate_text	string	0%	1	mostly desert; hot and humid along west coast; temperate...
`terrain_text`	terrain_text	string	0%	1	narrow coastal plain backed by flat-topped hills and...
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Jabal an Nabi Shu'ayb 3,666 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Arabian Sea 0 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	999 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	999.0
`natural_resources_text`	natural_resources_text	string	0%	1	petroleum, fish, rock salt, marble; small deposits of...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	44.4% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 2.2% (2023 est.)
+15 more extension fields — download the CSV/Parquet to see them all.

YEM OpenFactBook - Government — 1 rows, 82 columns

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Field details — 110 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	YEM
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (108) — 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	Republic of Yemen
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Yemen
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	Al Jumhuriyah al Yamaniyah
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Al Yaman
`country_name_former_text`	country_name_former_text	string	0%	1	Yemen Arab Republic [Yemen (Sanaa) or North Yemen] and...
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name origin is unclear but may come from the Arabic...
`government_type_text`	government_type_text	string	0%	1	in transition
`capital_name_text`	capital_name_text	string	0%	1	Sanaa
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	15 21 N, 44 12 E
`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+3 (8 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	3.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the name is reputed to mean "fortified place" in an...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	22 governorates (muhafazat, singular - muhafazah);...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	22.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of Islamic (sharia) law, Napoleonic law,...
`constitution_history_text`	constitution_history_text	string	0%	1	adopted by referendum 16 May 1991 (following unification)
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	16.0
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	has not submitted an ICJ jurisdiction declaration;...
`citizenship_citizenship_by_birth_text`	Citizenship by birth (text)	string	0%	1	no
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	the father must be a citizen of Yemen; if the father is...
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	no
`citizenship_residency_requirement_for_naturalization_text`	citizenship_residency_requirement_for_naturalization_text	string	0%	1	10 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	10.0
`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	Presidential Leadership Council Chairperson Dr. Rashad...
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	19.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister Salim Salih BIN BURAYK (since 9 May 2025)
`executive_branch_head_of_government_numeric`	executive_branch_head_of_government_numeric	float	0%	1	9.0
+78 more extension fields — download the CSV/Parquet to see them all.

YEM 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	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`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	The Kingdom of Yemen (colloquially known as North Yemen)...
`background_numeric`	background_numeric	float	0%	1	1918.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

YEM OpenFactBook - Languages — 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	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`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
`languages_languages_text`	Languages (text)	string	0%	1	Arabic (official)
`languages_major_language_sample_s_text`	languages_major_language_sample_s_text	string	0%	1	كتاب حقائق العالم، المصدر الذي لا يمكن الاستغناء عنه...
`languages_note`	languages_note	string	0%	1	note: a distinct Socotri language is widely used on...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

YEM OpenFactBook - Migration — 1 rows, 10 columns

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Field details — 11 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	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (8) — 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	60,921 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	60921.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	4,795,983 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	4795983.0
`trafficking_in_persons_tier_rating_text`	trafficking_in_persons_tier_rating_text	string	0%	1	Special Case; for more details, go to:...
`trafficking_in_persons_tier_rating_numeric`	trafficking_in_persons_tier_rating_numeric	float	0%	1	2025.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

YEM OpenFactBook - Military And Security — 1 rows, 10 columns

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Field details — 14 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	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (11) — 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	Yemeni Armed Forces: Yemeni National Army, Air Force and...
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	not available
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the Yemeni Government forces have an inventory...
`military_equipment_inventories_and_acquisitions_numeric`	military_equipment_inventories_and_acquisitions_numeric	float	0%	1	2025.0
`military_service_age_and_obligation_text`	military_service_age_and_obligation_text	string	0%	1	limited available information; 18 is the legal minimum...
`military_service_age_and_obligation_numeric`	military_service_age_and_obligation_numeric	float	0%	1	18.0
`military_note_text`	military_note_text	string	0%	1	government forces under the Yemeni Ministry of Defense...
`military_note_numeric`	military_note_numeric	float	0%	1	2022.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

YEM OpenFactBook - People And Society — 1 rows, 122 columns

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Field details — 134 fields (type, nulls, unique, samples)

Standards-Aligned Fields (27)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	34505496.0
`population_male_numeric`	Population male	float	SEL	0%	1	17275539.0
`population_female_numeric`	Population female	float	SEL	0%	1	17229957.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	34.4
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	62.2
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	3.4
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	70.2
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	64.8
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	5.4
`median_age_total_numeric`	Median age	float	SEL	0%	1	20.5
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	2.22
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	29.07
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	6.21
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-0.65
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	39.8
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.71
`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	118.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	42.4
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	68.2
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	3.65
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.78
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.1
`country_code`	Country code	string	SEL	0%	1	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (107) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	34,505,496 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	17,275,539
`population_female_text`	population_female_text	string	0%	1	17,229,957
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	34.4% (male 5,622,998/female 5,430,285)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	62.2% (male 10,112,603/female 9,865,805)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	3.4% (2024 est.) (male 485,538/female 623,214)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	70.2 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	64.8 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	5.4 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	18.4 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	18.4
`median_age_total_text`	median_age_total_text	string	0%	1	20.5 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	21.9 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	21.9
`median_age_female_text`	median_age_female_text	string	0%	1	22.2 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	22.2
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	2.22% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	29.07 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	6.21 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-0.65 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	the vast majority of the population is found in the Asir...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	39.8% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.71% annual rate of change (2015-20 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	3.292 million SANAA (capital), 1.080 million Aden,...
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	3.292
`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	1.04 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.04
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1.03 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.03
+77 more extension fields — download the CSV/Parquet to see them all.

YEM OpenFactBook - Religions — 1 rows, 6 columns

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Field details — 12 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	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_muslim_pct_synth`	Muslim	numeric	CCL	0%	-	99.1
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	0.9

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	Muslim 99.1% (official; virtually all are citizens, an...
`religions_numeric`	religions_numeric	float	0%	1	99.1
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

Pending (3) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_ethnicity_predominantly_arab_but_also_afro_arab_pct_synth`	predominantly Arab; but also Afro-Arab	numeric	0%	-	-
`composition_ethnicity_south_asian_pct_synth`	South Asian	numeric	0%	-	-
`composition_ethnicity_european_pct_synth`	European	numeric	0%	-	-

YEM OpenFactBook - Terrorism — 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	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`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
`terrorist_group_s_text`	terrorist_group_s_text	string	0%	1	Ansarallah (Houthis); Hizballah; Islamic Revolutionary...
`source_section`	source_section	string	0%	1	Terrorism
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

YEM OpenFactBook - Transportation — 1 rows, 27 columns

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Field details — 28 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	37.0
`country_code`	Country code	string	SEL	0%	1	YEM
`country_name`	Country name	string	SEL	0%	1	Yemen
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (24) — 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	7O
`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	37 (2025)
`heliports_text`	heliports_text	string	0%	1	6 (2025)
`heliports_numeric`	heliports_numeric	float	0%	1	6.0
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	30 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	30.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	general cargo 2, oil tanker 1, other 27
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	2.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	10 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	10.0
`ports_large_text`	ports_large_text	float	0%	1	1
`ports_large_numeric`	ports_large_numeric	float	0%	1	1.0
`ports_medium_text`	ports_medium_text	float	0%	1	2
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	2.0
`ports_small_text`	ports_small_text	float	0%	1	2
`ports_small_numeric`	ports_small_numeric	float	0%	1	2.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	5
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	5.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	6
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	6.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Aden, Al Ahmadi, Al Mukalla, Al Mukha, Ras Isa Marine Terminal
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	middle-east/ym.json

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

3 rows · 2 tables · 2026 NGA GEOnet Names Server (GNS) 0 1 2 3 4 SEL 12 CCL 22 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 — 2 table(s)

YEM NGA GNS - Language — 2 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	YEM, YEM
`gns_language_code`	gns_language_code	string	CCL	0%	2	ara, eng
`gns_language_name`	gns_language_name	string	CCL	0%	2	Arabic, English
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	2	184566, 301
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	2	99.8372, 0.1628
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	2	80120, 0
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	2	Arab,
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	2	Arabic,
`gns_script_count`	gns_script_count	integer	CCL	0%	2	1, 0

YEM NGA GNS - Summary — 1 rows, 29 columns

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Field details — 29 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	YEM
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Yemen
`gns_language_count`	gns_language_count	integer	CCL	0%	1	2
`gns_script_count`	gns_script_count	integer	CCL	0%	1	1
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.991
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	80131

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

Field Name	Label	Type	Nulls	Unique	Samples
`gns_name_count`	gns_name_count	integer	0%	1	199634
`gns_feature_count`	gns_feature_count	integer	0%	1	102344
`gns_endonym_count`	gns_endonym_count	integer	0%	1	199616
`gns_exonym_count`	gns_exonym_count	integer	0%	1	18
`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_hypsographic`	gns_name_count_hypsographic	integer	0%	1	9087
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	5382
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	163249
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	82378
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	8592
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	4255
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	9578
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	5763
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	4058
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	2156
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	5048
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	2399
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	21
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	10
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	1
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	1

YEM D-PLACE YEM-DPLACE Ethnographic Societies

2 rows · 2 tables · 2024 D-PLACE 0 1 2 3 2 SEL 15 CCL 55 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 — 2 table(s)

YEM 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	YEM
`society_id`	Society id	string	CCL	0%	1	Cj9
`society_name`	Society name	string	CCL	0%	1	Yemeni
`language_glottocode`	Language glottocode	string	CCL	0%	1	sana1295
`language_name`	Language name	string	CCL	0%	1
`kinship_system`	Kinship system	string	CCL	0%	1	EA017:4; EA018:1; EA019:1; EA020:1; EA021:9; EA022:9;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	1	EA006:1; EA007:8; EA008:7; EA009:6; EA023:NA; EA025:NA
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	1	EA001:0; EA002:0; EA003:0; EA004:3; EA005:7; EA028:6;...
`political_complexity`	Political complexity	string	CCL	0%	1	EA032:3; EA033:4
`religion_importance`	Religion importance	string	CCL	0%	1	EA034:4; EA112:1
`residence_pattern`	Residence pattern	string	CCL	0%	1	EA010:8; EA011:1; EA012:8; EA013:9; EA014:11
`settlement_pattern`	settlement_pattern	string	CCL	0%	1	EA030:7; 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	Yemen
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	15.0
`longitude`	longitude	float	0%	1	45.0
`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

YEM 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	YEM
`society_id`	society_id	string	CCL	0%	1	Cj9
`society_name`	society_name	string	CCL	0%	1	Yemeni
`language_glottocode`	language_glottocode	string	CCL	0%	1	sana1295
`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	Yemen
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	15.0
`longitude`	longitude	float	0%	1	45.0
`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	4
`religion_high_gods`	religion_high_gods	integer	0%	1	4
`trance_states`	trance_states	integer	0%	1	1
`settlement_patterns`	settlement_patterns	integer	0%	1	7
`mean_size_of_local_communities`	mean_size_of_local_communities	string	100%	-	-
`marital_residence_first_years`	marital_residence_first_years	integer	0%	1	8
`residence_transfer_prevailing_pattern`	residence_transfer_prevailing_pattern	integer	0%	1	1
`marital_residence_prevailing_pattern`	marital_residence_prevailing_pattern	integer	0%	1	8
`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	4
`largest_patrilineal_exogamous_group`	largest_patrilineal_exogamous_group	integer	0%	1	1
`largest_matrilineal_kin_group`	largest_matrilineal_kin_group	integer	0%	1	1
`largest_matrilineal_exogamous_group`	largest_matrilineal_exogamous_group	integer	0%	1	1
`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	string	100%	-	-
`descent_major_type`	descent_major_type	integer	0%	1	1
+14 more extension fields — download the CSV/Parquet to see them all.

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

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

1 rows × 272 columns ingested. Field-level inventory in progress — contact us for the full export.

0 Admin 0 — 1 table(s)

YEM Inform - Risk Index — 1 rows, 272 columns

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Field details — 272 fields (type, nulls, unique, samples)

Pending (272) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	Country code (ISO 3166-1 alpha-3)	string	0%	1	YEM
`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	527970.0
`inform_asi`	Agriculture Stress Index Probability	float	0%	1	0.275
`inform_bx_trf_pwkr_dt_gd_zs_inst`	Remittences Instability	float	0%	1	0.855177544656623
`inform_bx_trf_pwkr_dt_gd_zs_inst_norm`	ODA % GNI Normalized [BX.TRF.PWKR.DT.GD.ZS.INST.NORM]	float	0%	1	8.1
`inform_bx_trf_pwkr`	Personal remittances, received (% of GDP)	float	0%	1	20.050407409668
`inform_lack_of_coping_capacity`	Lack of Coping Capacity Index	float	0%	1	6.9
`inform_infrastructure_capacity`	Infrastructure	float	0%	1	6.5
`inform_cc_inf_ahc`	Access to Health Care	float	0%	1	7.6
`inform_cc_inf_ahc_health_exp`	Health expenditure per capita [CC.INF.AHC.HEALTH-EXP]	float	0%	1	9.6
`inform_cc_inf_ahc_imm`	Immunization coverage	float	0%	1	9.8
`inform_cc_inf_ahc_imm_dtp3`	Diphtheria-Tetanus-Pertussis	float	0%	1	9.7
`inform_cc_inf_ahc_imm_mcv2`	Measles	float	0%	1	10.0
`inform_cc_inf_ahc_imm_pcv3`	Pneumococcal	float	0%	1	9.8
`inform_cc_inf_ahc_mmr`	Maternal Mortality Ratio [CC.INF.AHC.MMR]	float	0%	1	1.3
`inform_cc_inf_ahc_phys`	Physicians density [CC.INF.AHC.PHYS]	float	0%	1	9.8
`inform_cc_inf_com`	Communication	float	0%	1	5.7
`inform_cc_inf_com_cel`	Mobile cellular subscriptions [CC.INF.COM.CEL]	float	0%	1	7.6
`inform_cc_inf_com_elaccs`	Access to electricity [CC.INF.COM.ELACCS]	float	0%	1	1.4
`inform_cc_inf_com_netus`	Internet users [CC.INF.COM.NETUS]	float	0%	1	8.2
`inform_cc_inf_phy`	Physical Infrastructure	float	0%	1	6.3
`inform_cc_inf_phy_h2o`	Access to improved water source	float	0%	1	5.0
`inform_cc_inf_phy_rod`	Road density [CC.INF.PHY.ROD]	float	0%	1	9.7
`inform_cc_inf_phy_sta`	Access to improved sanitation facilities	float	0%	1	4.1
`inform_institutional_capacity`	Institutional	float	0%	1	7.3
`inform_cc_ins_drr`	Disaster Risk Reduction	float	0%	1	5.9
`inform_cc_ins_drr_sg_dsr_lgrgsr`	Disaster Risk Reduction SG_DSR_LGRGSR [CC.INS.DRR.SG_DSR_LGRGSR]	float	0%	1	4.1
+242 more pending fields — download the CSV/Parquet to see them all.

HERA · Human Entity Reference Atlas by Masego Inc

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Source	Type	Access
Glottolog Language Catalog	academic	bulk_download
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
NGA GEOnet Names Server (GNS)	official_government	bulk_download
INFORM Risk Index (EC-JRC)	international_organization	api
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
World Bank Open Data	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