Somalia

SOM UNHCR Refugee Data Finder SOM-UNHCR Migration

150 rows · 2 table(s) UNHCR Refugee Data Finder 0 1 2 3 12 CCL 36 ext ▶

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0 Admin 0 — 2 table(s)

SOM UNHCR - Hosted Populations — 75 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%	-	-

SOM UNHCR - Origin Populations — 75 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%	-	-

SOM World Bank Open Data SOM-WORLD_BANK Development Indicators

132 rows · 2 table(s) World Bank Open Data 0 1 2 3 19 SEL 4 ext ▶

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0 Admin 0 — 2 table(s)

SOM 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	SO, SO, SO, SO, SO
`population_count`	Population count	float	SEL	2%	65	2876331.0, 2952054.0, 3030091.0, 3110361.0, 3192796.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	43.543, 43.667, 43.972, 44.194, 44.393
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	62.7396279412993, 64.9242576104754, 67.1702359919979,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	97%	2	63.6841427350076, 54.1199989318848
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	36%	31	201.2, 198.1, 194.9, 192.5, 190.2
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	99%	1	55.4

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

SOM 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	SO, SO, SO, SO, SO
`life_expectancy`	Life expectancy	float	SEL	3%	64	43.543, 43.667, 43.972, 44.194, 44.393
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	38%	32	48.5, 48.0, 47.6, 47.3, 47.1
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	36%	31	201.2, 198.1, 194.9, 192.5, 190.2
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	39	1465.0, 1452.0, 1393.0, 1423.0, 1395.0
`fertility_rate`	Fertility rate	float	SEL	3%	62	7.25, 7.252, 7.255, 7.258, 7.261
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	46.757, 46.54, 46.345, 46.17, 46.017
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	63	21.082, 20.96, 20.69, 20.495, 20.321
`physicians_per_1000`	Physicians per 1000	float	SEL	83%	10	0.024, 0.027, 0.037, 0.038, 0.046
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	71%	8	1.35531914234161, 1.35570001602173, 1.42200005054474,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	33%	33	2.0, 5.0, 5.0, 10.0, 22.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	83%	11	3.36953735, 3.02053761, 2.94074512, 2.2842648, 2.44348097

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

SOM LandScan Global (ORNL) SOM-LANDSCAN Modeled Population

58 rows · 3 table(s) LandScan Global (ORNL) 0 1 2 3 Locality 21 SEL 2 ext ▶

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0 Admin 0 — 1 table(s)

SOM 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	SOM
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Somalia
`admin_code`	Admin code	string	SEL	0%	1	1309446B38539219497498
`area_sqkm`	Area sqkm	float	SEL	0%	1	633041.2674
`pop_2024`	Population count	integer	SEL	0%	1	12896886
`pop_density_2024`	Population density	float	SEL	0%	1	20.37

1 Admin 1 — 1 table(s)

SOM LandScan - Population Admin1 (admin_1) — 18 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	SOM, SOM, SOM, SOM, SOM
`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%	18	Banadir, Woqooyi Galbeed, Lower Shebelle, Togdheer, Bari
`admin_code`	Admin code	string	SEL	0%	18	83879307B32896531038690, 83879307B42572798770371,...
`area_sqkm`	Area sqkm	float	SEL	0%	18	208.6783, 28136.4226, 25657.8234, 34143.6116, 68229.7278
`pop_2024`	Population count	integer	SEL	0%	18	1946807, 1311943, 1105055, 803962, 803622
`pop_density_2024`	Population density	float	SEL	0%	18	9329.23, 46.63, 43.07, 23.55, 11.78

Locality Locality — 1 table(s)

SOM LandScan - Cities (locality) — 39 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	SOM, SOM, SOM, SOM, SOM
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	39	Mogadishu, Hargeisa, Burao, Berbera, Baidoa
`admin_code`	Admin code	integer	SEL	0%	39	2967, 1900, 2906, 2452, 1812
`area_sqkm`	Area sqkm	float	SEL	0%	35	184.758, 83.4685, 29.8101, 16.8934, 29.8005
`pop_2024`	Population count	integer	SEL	0%	39	2254471, 615869, 289245, 223501, 213445
`pop_density_2024`	Population density	float	SEL	0%	39	12202.29, 7378.46, 9702.92, 13230.08, 7162.46

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%	39	4798453, 1500449, 403481, 147172, 437223
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	37	0.47, 0.41, 0.717, 1.519, 0.488

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

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

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Locality Locality — 1 table(s)

SOM GHS-UCDB - Cities (locality) — 39 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%	39	Mogadishu, Hargeisa, Kismayo, Baidoa, Burao
`country_code`	Country code	string	SEL	0%	1	SOM, SOM, SOM, SOM, SOM
`population`	Population count	integer	SEL	0%	39	4798453, 1500449, 452404, 437223, 403481

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	39	2967, 1900, 882, 1812, 2906
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Somalia, Somalia, Somalia, Somalia, Somalia
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

SOM Global Data Lab SOM-GDL Development Indices

38 rows · 1 table(s) Global Data Lab 0 1 2 3 9 SEL 2 ext ▶

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1 Admin 1 — 1 table(s)

SOM GDL - Subnational Indices — 38 rows, 11 columns

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Field details — 11 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	SOM, SOM, SOM, SOM, SOM
`region_code`	Admin code	string	SEL	100%	-	-
`region_name`	Admin name	string	SEL	0%	19	Total, Awdal, Bakool, Banadir, Bari
`human_development_index`	Human development index	float	SEL	0%	36	0.444, 0.478, 0.392, 0.481, 0.455
`health_index`	Health index	float	SEL	0%	38	0.522, 0.758, 0.52, 0.485, 0.599
`education_index`	Education index	float	SEL	0%	18	0.416, 0.386, 0.364, 0.484, 0.392
`income_index`	Income index	float	SEL	0%	36	0.404, 0.373, 0.318, 0.473, 0.401
`life_expectancy`	Life expectancy	float	SEL	0%	38	53.93, 69.29, 53.78, 51.54, 58.93
`mean_years_schooling`	Mean years schooling	float	SEL	0%	18	6.238, 5.953, 4.118, 8.134, 5.076

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

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	2	2022, 2022, 2022, 2022, 2022
`level`	level	string	0%	2	national, subnational, subnational, subnational, subnational

SOM OpenFactBook SOM-OPENFACTBOOK Country Profile

15 rows · 15 table(s) OpenFactBook 0 1 2 3 96 SEL 1 CCL 506 ext ▶

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0 Admin 0 — 15 table(s)

SOM OpenFactBook - Communications — 1 rows, 22 columns

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

Standards-Aligned Fields (8)

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	1.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	54.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.so
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	28.0
`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	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (14) — 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	91,000 (2022 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	91000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	1 (2022 est.) less than 1
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	9.91 million (2023 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	9.91
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	54 (2023 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	2 private TV stations rebroadcast Al-Jazeera and CNN; 1...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	2.0
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	28% (2022 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	119,000 (2022 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	119000.0
`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	africa/so.json

SOM OpenFactBook - Economy — 1 rows, 118 columns

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Field details — 118 fields (type, nulls, unique, samples)

Standards-Aligned Fields (6)

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	1400.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	12.109
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	54.4
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (112) — 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 African Horn economy; 30 years of war and...
`economic_overview_numeric`	economic_overview_numeric	float	0%	1	30.0
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$26.77 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	26.77
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$25.747 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	25.747
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$24.706 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	24.706
`real_gdp_purchasing_power_parity_note`	real_gdp_purchasing_power_parity_note	string	0%	1	note: data in 2021 dollars
`real_gdp_growth_rate_real_gdp_growth_rate_2024_text`	Real gdp growth rate 2024 (text)	string	0%	1	4% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	4.0
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	4.2% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	4.2
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	2.7% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	2.7
`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	$1,400 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$1,400 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	1400.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$1,400 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	1400.0
`real_gdp_per_capita_note`	real_gdp_per_capita_note	string	0%	1	note: data in 2021 dollars
`gdp_official_exchange_rate_text`	gdp_official_exchange_rate_text	string	0%	1	$12.109 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	6.8% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	6.8
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_text`	Inflation rate consumer prices 2021 (text)	string	0%	1	4.6% (2021 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_numeric`	Inflation rate consumer prices 2021 (numeric)	float	0%	1	4.6
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2020_text`	Inflation rate consumer prices 2020 (text)	string	0%	1	4.3% (2020 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2020_numeric`	Inflation rate consumer prices 2020 (numeric)	float	0%	1	4.3
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
+82 more extension fields — download the CSV/Parquet to see them all.

SOM OpenFactBook - Energy — 1 rows, 31 columns

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Field details — 31 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	48.9
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (27) — 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	48.9% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	76.7%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	76.7
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	30.6%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	30.6
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	156,000 kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	156000.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	396.792 million kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	396.792
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	15.408 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	15.408
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	82.5% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	82.5
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	16% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	16.0
`electricity_generation_sources_wind_text`	electricity_generation_sources_wind_text	string	0%	1	1.5% of total installed capacity (2023 est.)
`electricity_generation_sources_wind_numeric`	electricity_generation_sources_wind_numeric	float	0%	1	1.5
`coal_imports_text`	coal_imports_text	string	0%	1	4 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	4.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	6,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	6000.0
`natural_gas_proven_reserves_text`	natural_gas_proven_reserves_text	string	0%	1	5.663 billion cubic meters (2021 est.)
`natural_gas_proven_reserves_numeric`	natural_gas_proven_reserves_numeric	float	0%	1	5.663
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text	string	0%	1	649,000 Btu/person (2023 est.)
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric	float	0%	1	649000.0
`source_section`	source_section	string	0%	1	Energy
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

SOM OpenFactBook - Environment — 1 rows, 43 columns

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

Standards-Aligned Fields (8)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	70.3
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	7.9
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	47.9
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	4.2
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	2.326
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	water scarcity; contaminated water; improper waste...
`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	Nuclear Test Ban
`climate_text`	climate_text	string	0%	1	principally desert; northeast monsoon (December to...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	70.3% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 1.8% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	1.8
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 0% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	0.0
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 68.5% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	68.5
`land_use_forest_text`	land_use_forest_text	string	0%	1	7.9% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	21.7% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	21.7
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	47.9% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	4.2% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	838,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	838000.0
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	10 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	10.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	838,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_numeric`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_numeric	float	0%	1	838000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	14.3 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	14.3
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	2.326 million tons (2024 est.)
`total_water_withdrawal_municipal_text`	total_water_withdrawal_municipal_text	string	0%	1	15 million cubic meters (2022 est.)
`total_water_withdrawal_municipal_numeric`	total_water_withdrawal_municipal_numeric	float	0%	1	15.0
`total_water_withdrawal_industrial_text`	total_water_withdrawal_industrial_text	string	0%	1	2 million cubic meters (2022 est.)
`total_water_withdrawal_industrial_numeric`	total_water_withdrawal_industrial_numeric	float	0%	1	2.0
`total_water_withdrawal_agricultural_text`	total_water_withdrawal_agricultural_text	string	0%	1	3.281 billion cubic meters (2022 est.)
+5 more extension fields — download the CSV/Parquet to see them all.

SOM 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	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`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	Somali(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Somali
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	predominantly Somali with lesser numbers of Arabs,...
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

SOM OpenFactBook - Geography — 1 rows, 53 columns

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Field details — 53 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	637657.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	627337.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	10320.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	2385.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	3025.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	2460.0
`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	70.3
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	7.9
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	2000.0
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (40) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Eastern Africa, bordering the Gulf of Aden and the...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	10 00 N, 49 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	10.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	637,657 sq km
`area_land_text`	area_land_text	string	0%	1	627,337 sq km
`area_water_text`	area_water_text	string	0%	1	10,320 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	almost five times the size of Alabama; slightly smaller...
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	2,385 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Djibouti 61 km; Ethiopia 1,640 km; Kenya 684 km
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	61.0
`coastline_text`	coastline_text	string	0%	1	3,025 km
`maritime_claims_territorial_sea_text`	maritime_claims_territorial_sea_text	string	0%	1	200 nm; note: the US does not recognize this claim
`maritime_claims_territorial_sea_numeric`	maritime_claims_territorial_sea_numeric	float	0%	1	200.0
`maritime_claims_exclusive_economic_zone_text`	maritime_claims_exclusive_economic_zone_text	string	0%	1	200 nm
`maritime_claims_exclusive_economic_zone_numeric`	maritime_claims_exclusive_economic_zone_numeric	float	0%	1	200.0
`climate_text`	climate_text	string	0%	1	principally desert; northeast monsoon (December to...
`terrain_text`	terrain_text	string	0%	1	mostly flat to undulating plateau rising to hills in north
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Mount Shimbiris 2,460 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Indian Ocean 0 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	410 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	410.0
`natural_resources_text`	natural_resources_text	string	0%	1	uranium and largely unexploited reserves of iron ore,...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	70.3% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 1.8% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	1.8
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 0% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	0.0
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 68.5% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	68.5
+10 more extension fields — download the CSV/Parquet to see them all.

SOM OpenFactBook - Government — 1 rows, 110 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	SOM
`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	Federal Republic of Somalia
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Somalia
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	Jamhuuriyadda Federaalka Soomaaliya (Somali)/ Jumhuriyat...
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Soomaaliya (Somali)/ As Sumal (Arabic)
`country_name_former_text`	country_name_former_text	string	0%	1	British Somaliland, Italian Somaliland, Somali Republic,...
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name means "Land of the Somali," a local ethnic...
`country_name_etymology_numeric`	country_name_etymology_numeric	float	0%	1	1.0
`government_type_text`	government_type_text	string	0%	1	federal parliamentary republic
`capital_name_text`	capital_name_text	string	0%	1	Mogadishu
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	2 04 N, 45 20 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	2.0
`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 probably derived from the Arabic word...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	18 regions (gobollo, singular - gobol); Awdal, Bakool,...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	18.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of civil law, Islamic (sharia) law, and...
`constitution_history_text`	constitution_history_text	string	0%	1	previous 1961, 1979; latest drafted 12 June 2012,...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1961.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by the federal government, by members of the...
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	accepts compulsory ICJ jurisdiction with reservations;...
`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 Somalia
`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	7 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	7.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal suffrage starting with 24...
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	President HASSAN SHEIKH Mohamud (since 23 May 2022)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	23.0
+78 more extension fields — download the CSV/Parquet to see them all.

SOM OpenFactBook - Introduction — 1 rows, 7 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`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	Between A.D. 800 and 1100, immigrant Muslim Arabs and...
`background_numeric`	background_numeric	float	0%	1	800.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

SOM OpenFactBook - Languages — 1 rows, 7 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`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
`languages_languages_text`	Languages (text)	string	0%	1	Somali (official), Arabic (official), Italian, English
`languages_major_language_sample_s_text`	languages_major_language_sample_s_text	string	0%	1	Buugga Xaqiiqda Aduunka, waa laga maarmaanka...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

SOM OpenFactBook - Migration — 1 rows, 11 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	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`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	41,763 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	41763.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	3,869,345 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	3869345.0
`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	africa/so.json

SOM OpenFactBook - Military And Security — 1 rows, 25 columns

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Field details — 25 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	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`military_and_security_forces_text`	military_and_security_forces_text	string	0%	1	Somali Armed Forces (SAF; aka Somali Defense Force):...
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	6% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	6.0
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	6% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	6.0
`military_expenditures_military_expenditures_2019_text`	Military expenditures 2019 (text)	string	0%	1	5.6% of GDP (2019 est.)
`military_expenditures_military_expenditures_2019_numeric`	Military expenditures 2019 (numeric)	float	0%	1	5.6
`military_expenditures_military_expenditures_2018_text`	Military expenditures 2018 (text)	string	0%	1	6% of GDP (2018 est.)
`military_expenditures_military_expenditures_2018_numeric`	Military expenditures 2018 (numeric)	float	0%	1	6.0
`military_expenditures_military_expenditures_2017_text`	Military expenditures 2017 (text)	string	0%	1	5.9% of GDP (2017 est.)
`military_expenditures_military_expenditures_2017_numeric`	Military expenditures 2017 (numeric)	float	0%	1	5.9
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	estimated 20,000 active Somali Armed Forces (2025)
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	20000.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the SNA's inventory is a mix of older and donated...
`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	18-22 for voluntary military service for men and women...
`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	the primary responsibility of the Somali National Army...
`military_note_numeric`	military_note_numeric	float	0%	1	2007.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

SOM OpenFactBook - People And Society — 1 rows, 128 columns

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Field details — 128 fields (type, nulls, unique, samples)

Standards-Aligned Fields (29)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	20324160.0
`population_male_numeric`	Population male	float	SEL	0%	1	10170863.0
`population_female_numeric`	Population female	float	SEL	0%	1	10153297.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	41.4
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	55.8
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	2.8
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	100.5
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	97.1
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	3.3
`median_age_total_numeric`	Median age	float	SEL	0%	1	15.7
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	3.32
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	46.36
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	11.22
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-1.91
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	47.9
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	4.2
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.03
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	1.01
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	563.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	81.5
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	56.5
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	6.38
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	3.14
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.05
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	0.9
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	54.1
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (99) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	20,324,160 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	10,170,863
`population_female_text`	population_female_text	string	0%	1	10,153,297
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	41.4% (male 2,689,086/female 2,694,372)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	55.8% (male 3,699,721/female 3,568,163)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	2.8% (2024 est.) (male 157,505/female 208,426)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	100.5 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	97.1 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	3.3 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	29.9 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	29.9
`median_age_total_text`	median_age_total_text	string	0%	1	15.7 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	19.3 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	19.3
`median_age_female_text`	median_age_female_text	string	0%	1	18.9 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	18.9
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	3.32% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	46.36 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	11.22 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-1.91 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	distribution varies greatly throughout the country;...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	47.9% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	4.2% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	2.610 million MOGADISHU (capital), 1.127 million Hargeysa (2023)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	2.61
`sex_ratio_at_birth_text`	sex_ratio_at_birth_text	string	0%	1	1.03 male(s)/female
`sex_ratio_0_14_years_text`	sex_ratio_0_14_years_text	string	0%	1	1 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.0
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1.04 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.04
+69 more extension fields — download the CSV/Parquet to see them all.

SOM OpenFactBook - Religions — 1 rows, 15 columns

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Field details — 15 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	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_muslim_pct_synth`	Muslim	numeric	CCL	0%	-	99.9

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 99.9% (Sunni Muslim 98.1%, Shia Muslim 1.2%,...
`religions_numeric`	religions_numeric	float	0%	1	99.9
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

Pending (7) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_muslim__sunni_muslim_pct_synth`	Sunni Muslim	numeric	0%	-	98.1
`composition_religion_muslim__shia_muslim_pct_synth`	Shia Muslim	numeric	0%	-	1.2
`composition_religion_muslim__islamic_schismatic_pct_synth`	Islamic schismatic	numeric	0%	-	0.6
`composition_religion_ethnic_religionist_pct_synth`	ethnic religionist	numeric	0%	-	0.1
`composition_ethnicity_predominantly_somali_with_lesser_numbers_of_arabs_pct_synth`	predominantly Somali with lesser numbers of Arabs	numeric	0%	-	-
`composition_ethnicity_bantus_pct_synth`	Bantus	numeric	0%	-	-
`composition_ethnicity_others_pct_synth`	others	numeric	0%	-	-

SOM 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	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`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	al-Shabaab; Islamic State of Iraq and ash-Sham – Somalia
`source_section`	source_section	string	0%	1	Terrorism
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

SOM OpenFactBook - Transportation — 1 rows, 26 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_text`	Civil aircraft registration country code prefix text	string	SEL+	0%	1	6O
`airports_numeric`	Airports count	float	SEL	0%	1	40.0
`country_code`	Country code	string	SEL	0%	1	SOM
`country_name`	Country name	string	SEL	0%	1	Somalia
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	6.0
`airports_text`	airports_text	string	0%	1	40 (2025)
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	4 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	4.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	general cargo 1, other 3
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	1.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	6 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	6.0
`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	0
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	0.0
`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	3
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	3.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	2
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	2.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Baraawe, Berbera, Boosaaso, Kismaayo, Marka, Muqdisho
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/so.json

SOM Glottolog Language Catalog SOM-GLOTTOLOG Language

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

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0 Admin 0 — 1 table(s)

SOM Glottolog - Languages — 12 rows, 16 columns

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

Standards-Aligned Fields (13)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`glottocode`	Glottocode	string	CCL	0%	12	awee1242, boon1242, bora1271, chim1312, daba1260
`name`	Name	string	CCL	0%	12	Aweer, Boon, Borana-Arsi-Guji Oromo, Chimwiini, Dabarre
`iso639_3`	Iso639 3	string	CCL	8%	11	bob, bnl, gax, dbr, gex
`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, atla1278, afro1255
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	9	karr1237, unun9873, cent2424, swah1254, daba1261
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	6	['KE', 'SO'], ['SO'], ['ET', 'KE', 'SO'], ['SO'], ['SO']
`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	9, 0, 8, 0, 2

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	12	-1.40124, 0.41988, 1.05676, 1.111787, 1.2179
`longitude`	longitude	float	0%	12	41.234, 43.1208, 37.882, 44.026991, 43.3304
`classification`	classification	string	0%	1	[], [], [], [], []

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

7 rows · 2 table(s) NGA GEOnet Names Server (GNS) 0 1 2 3 4 SEL 12 CCL 22 ext ▶

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0 Admin 0 — 2 table(s)

SOM Nga Gns - Language — 6 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	SOM, SOM, SOM, SOM, SOM
`gns_language_code`	gns_language_code	string	CCL	0%	6	som, rus, eng, ita, ara
`gns_language_name`	gns_language_name	string	CCL	0%	6	Somali, Russian, English, Italian, Arabic
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	5	10555, 300, 67, 9, 4
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	5	96.4896, 2.7425, 0.6125, 0.0823, 0.0366
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	3	0, 3, 0, 0, 2
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	3	, Cyrl, , , Arab
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	3	, Cyrillic, , , Arabic
`gns_script_count`	gns_script_count	integer	CCL	0%	2	0, 1, 0, 0, 1

SOM 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	SOM
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Somalia
`gns_language_count`	gns_language_count	integer	CCL	0%	1	6
`gns_script_count`	gns_script_count	integer	CCL	0%	1	2
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9687
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	5

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	25532
`gns_feature_count`	gns_feature_count	integer	0%	1	17334
`gns_endonym_count`	gns_endonym_count	integer	0%	1	25524
`gns_exonym_count`	gns_exonym_count	integer	0%	1	8
`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_hydrographic`	gns_name_count_hydrographic	integer	0%	1	8907
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	6020
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	4360
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	3403
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	544
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	426
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	4800
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	2957
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	6753
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	4482
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	141
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	20
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	23
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	23
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	4
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	3

SOM D-PLACE SOM-DPLACE Ethnographic Societies

1 rows · 1 table(s) D-PLACE 0 1 2 3 1 SEL 10 CCL 7 ext ▶

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0 Admin 0 — 1 table(s)

SOM D-PLACE - Dplace Ea Societies — 1 rows, 18 columns

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Field details — 18 fields (type, nulls, unique, samples)

Standards-Aligned Fields (11)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	SOM
`society_id`	Society id	string	CCL	0%	1	Ca2
`society_name`	Society name	string	CCL	0%	1	Somali (Dolbahanta)
`language_glottocode`	Language glottocode	string	CCL	0%	1	nort3051
`language_name`	Language name	string	CCL	0%	1
`kinship_system`	Kinship system	string	CCL	0%	1	EA001:0; EA002:0; EA003:0; EA004:9; EA005:1
`marriage_pattern`	Marriage pattern	string	CCL	0%	1	EA006:1; EA007:8; EA008:7; EA009:5; EA010:8
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	1	EA028:5; EA029:6; EA030:1; EA031:1; EA032:3
`political_complexity`	Political complexity	string	CCL	0%	1	EA033:3; EA034:4; EA035:4
`religion_importance`	Religion importance	string	CCL	0%	1	EA034:4; EA112:4
`residence_pattern`	Residence pattern	string	CCL	0%	1	EA011:1; EA012:8; EA013:9

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

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Somalia
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	8.0
`longitude`	longitude	float	0%	1	48.0
`assignment_method`	assignment_method	string	0%	1	point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	approximate

SOM Ethnic Power Relations Dataset SOM-EPR Political Ethnicity

1 rows · 1 table(s) Ethnic Power Relations Dataset 0 1 2 3 1 SEL 5 CCL 2 ext ▶

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0 Admin 0 — 1 table(s)

SOM EPR - Groups — 1 rows, 8 columns

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

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	SOM
`ethnic_group_name`	Ethnic group name	string	CCL	0%	1	Somali
`ethnic_power_status`	Ethnic power status	string	CCL	0%	1	IRRELEVANT
`ethnic_population_share`	Ethnic population share	float	CCL	0%	1	1.0
`ethnic_group_id`	Ethnic group id	float	CCL	0%	1	52001000
`regional_autonomy`	Regional autonomy	string	CCL	0%	1

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

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	1	2021
`group_relevance`	group_relevance	string	0%	1

SOM HDX Subnational Population SOM-HDX-SUBNATIONAL-POP Census

1 rows · 1 table(s) OCHA HDX Humanitarian Data Exchange 0 1 2 3 ▶

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2 Admin 2 — 1 table(s)

SOM Subnational Population — 1 rows, 19 columns

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Field details — 19 fields (type, nulls, unique, samples)

Extension Fields (19) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`ISO3`	ISO3	string	0%	1	SOM
`Country`	Country	string	0%	1	Somalia
`ADM1_PCODE`	ADM1 PCODE	string	100%	-	-
`ADM1_NAME`	ADM1 NAME	string	100%	-	-
`ADM2_PCODE`	ADM2 PCODE	string	100%	-	-
`ADM2_NAME`	ADM2 NAME	string	100%	-	-
`ADM3_PCODE`	ADM3 PCODE	string	100%	-	-
`ADM3_NAME`	ADM3 NAME	string	100%	-	-
`ADM4_PCODE`	ADM4 PCODE	string	100%	-	-
`ADM4_NAME`	ADM4 NAME	string	100%	-	-
`Population_group`	Population group	string	0%	1	T_TL
`Gender`	Gender	string	0%	1	all
`Age_range`	Age range	string	0%	1	all
`Age_min`	Age min	string	100%	-	-
`Age_max`	Age max	string	100%	-	-
`Population`	Population	string	0%	1	12327528
`Reference_year`	Reference year	string	0%	1	2014
`Source`	Source	string	0%	1	Multiple Source (Humanitarian Partners)
`Contributor`	Contributor	string	0%	1	OCHA Somalia

SOM Global Organized Crime Index SOM-OCINDEX Crime Index

1 rows · 1 table(s) GI-TOC / ENACT 0 1 2 3 ▶

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)

SOM Organized Crime Scores 2025 — 1 rows, 35 columns

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Field details — 35 fields (type, nulls, unique, samples)

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

Field Name	Label	Type	Nulls	Unique	Samples
`oc_anti_money_laundering`	oc_anti_money_laundering	numeric	0%	1	-
`oc_arms_trafficking`	oc_arms_trafficking	numeric	0%	1	-
`oc_cannabis_trade`	oc_cannabis_trade	numeric	0%	1	-
`oc_cocaine_trade`	oc_cocaine_trade	numeric	0%	1	-
`oc_criminal_actors`	oc_criminal_actors	numeric	0%	1	-
`oc_criminal_markets`	oc_criminal_markets	numeric	0%	1	-
`oc_criminal_networks`	oc_criminal_networks	numeric	0%	1	-
`oc_criminality`	oc_criminality	numeric	0%	1	-
`oc_cyber_dependent_crimes`	oc_cyber_dependent_crimes	numeric	0%	1	-
`oc_economic_regulatory_capacity`	oc_economic_regulatory_capacity	numeric	0%	1	-
`oc_extortion_and_protection_racketeering`	oc_extortion_and_protection_racketeering	numeric	0%	1	-
`oc_fauna_crimes`	oc_fauna_crimes	numeric	0%	1	-
`oc_financial_crimes`	oc_financial_crimes	numeric	0%	1	-
`oc_flora_crimes`	oc_flora_crimes	numeric	0%	1	-
`oc_foreign_actors`	oc_foreign_actors	numeric	0%	1	-
`oc_government_transparency_and_accountability`	oc_government_transparency_and_accountability	numeric	0%	1	-
`oc_heroin_trade`	oc_heroin_trade	numeric	0%	1	-
`oc_human_smuggling`	oc_human_smuggling	numeric	0%	1	-
`oc_human_trafficking`	oc_human_trafficking	numeric	0%	1	-
`oc_illicit_trade_in_excisable_goods`	oc_illicit_trade_in_excisable_goods	numeric	0%	1	-
`oc_international_cooperation`	oc_international_cooperation	numeric	0%	1	-
`oc_judicial_system_and_detention`	oc_judicial_system_and_detention	numeric	0%	1	-
`oc_law_enforcement`	oc_law_enforcement	numeric	0%	1	-
`oc_mafia_style_groups`	oc_mafia_style_groups	numeric	0%	1	-
`oc_national_policies_and_laws`	oc_national_policies_and_laws	numeric	0%	1	-
`oc_non_renewable_resource_crimes`	oc_non_renewable_resource_crimes	numeric	0%	1	-
`oc_non_state_actors`	oc_non_state_actors	numeric	0%	1	-
`oc_political_leadership_and_governance`	oc_political_leadership_and_governance	numeric	0%	1	-
`oc_prevention`	oc_prevention	numeric	0%	1	-
`oc_private_sector_actors`	oc_private_sector_actors	numeric	0%	1	-
+5 more extension fields — download the CSV/Parquet to see them all.

HERA · Human Entity Reference Atlas by Masego Inc

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Language	Place names	Share	Script
Somali (som)	10,555	96.5%	—
Russian (rus)	300	2.7%	Cyrillic
English (eng)	67	0.6%	—
Italian (ita)	9	0.1%	—

Source	Type	Access
OCHA HDX Humanitarian Data Exchange (UN Office for the Coordination of Humanitarian Affairs)	international_organization	bulk_download
GI-TOC / ENACT (Global Initiative Against Transnational Organized Crime · ENACT)	academic	bulk_download
NGA GEOnet Names Server (GNS)	official_government	bulk_download
World Bank Open Data	international_organization	api
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
Glottolog Language Catalog	academic	bulk_download
Global Data Lab	academic	api
Ethnic Power Relations Dataset	academic	bulk_download
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
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