Lesotho

LSO Global Data Lab LSO-GDL Development Indices

374 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)

LSO GDL - Subnational Indices — 374 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	LSO, LSO, LSO, LSO, LSO
`region_code`	Admin code	string	SEL	100%	-	-
`region_name`	Admin name	string	SEL	0%	11	Total, Berea, Butha-Buthe, Leribe, Mafeteng
`human_development_index`	Human development index	float	SEL	0%	76	0.525, 0.522, 0.532, 0.525, 0.539
`health_index`	Health index	float	SEL	0%	78	0.605, 0.62, 0.609, 0.573, 0.675
`education_index`	Education index	float	SEL	0%	84	0.495, 0.483, 0.518, 0.516, 0.477
`income_index`	Income index	float	SEL	0%	56	0.483, 0.475, 0.477, 0.488, 0.486
`life_expectancy`	Life expectancy	float	SEL	0%	95	59.32, 60.31, 59.61, 57.26, 63.85
`mean_years_schooling`	Mean years schooling	float	SEL	0%	100	7.422, 6.894, 7.394, 7.713, 7.061

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

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	10	1990, 1990, 1990, 1990, 1990
`level`	level	string	0%	2	national, subnational, subnational, subnational, subnational

LSO UNHCR Refugee Data Finder LSO-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)

LSO 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%	-	-

LSO 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%	-	-

LSO World Bank Open Data LSO-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)

LSO 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	LS, LS, LS, LS, LS
`population_count`	Population count	float	SEL	2%	65	736500.0, 758824.0, 781814.0, 805373.0, 829437.0
`life_expectancy`	Life expectancy	float	SEL	3%	63	50.171, 50.275, 50.307, 50.26, 50.307
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	46.9517802688466, 47.0464636332084, 53.5421254364935,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	91%	6	86.25, 66.0999984741211, 97.2699966430664,...
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	62	185.9, 185.0, 185.0, 185.6, 186.3
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	92%	5	46.8, 49.2, 66.6, 56.6, 49.7

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	Lesotho, Lesotho, Lesotho, Lesotho, Lesotho
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

LSO 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	LS, LS, LS, LS, LS
`life_expectancy`	Life expectancy	float	SEL	3%	63	50.171, 50.275, 50.307, 50.26, 50.307
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	3%	52	62.9, 63.2, 63.6, 64.1, 64.3
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	62	185.9, 185.0, 185.0, 185.6, 186.3
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	37	711.0, 680.0, 686.0, 680.0, 680.0
`fertility_rate`	Fertility rate	float	SEL	3%	63	5.784, 5.785, 5.787, 5.776, 5.765
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	63	44.568, 44.339, 44.084, 43.748, 43.463
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	63	17.438, 17.217, 17.054, 16.947, 16.799
`physicians_per_1000`	Physicians per 1000	float	SEL	82%	11	0.042, 0.048, 0.032, 0.032, 0.071
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	94%	4	1.10372042655945, 1.744500041008, 1.62839996814728, 1.3
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	32%	21	56.0, 56.0, 61.0, 66.0, 74.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	5.15633392, 6.59075689, 5.8607502, 5.33754826, 5.24658537

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	Lesotho, Lesotho, Lesotho, Lesotho, Lesotho
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

LSO USAID DHS Program LSO-DHS Health Surveys

80 rows · 2 table(s) USAID DHS Program 0 1 2 3 7 SEL 2 CCL 10 ext ▶

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1 Admin 1 — 2 table(s)

LSO DHS - Ethnicity Indicators — 40 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	100%	-	-
`women_who_are_literate`	Women who are literate	float	CCL	0%	29	94.4, 98.4, 98.1, 98.8, 96.1
`men_who_are_literate`	Men who are literate	float	CCL	0%	37	77.0, 89.9, 89.5, 94.7, 85.1

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

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Lesotho, Lesotho, Lesotho, Lesotho, Lesotho
`survey_year`	survey_year	integer	0%	4	2004, 2009, 2014, 2023, 2004
`region`	region	string	0%	10	Berea, Berea, Berea, Berea, Butha-Buthe
`survey_id`	survey_id	string	0%	4	LS2004DHS, LS2009DHS, LS2014DHS, LS2023DHS, LS2004DHS
`survey_type`	survey_type	string	0%	1	DHS, DHS, DHS, DHS, DHS

LSO DHS - Health Indicators — 40 rows, 11 columns

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

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	100%	-	-
`contraception_modern_pct`	Contraception modern percent	float	SEL	0%	39	24.1, 32.8, 51.7, 56.0, 30.2
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	0%	30	83.0, 74.0, 49.0, 49.0, 74.0
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	0%	32	94.0, 97.0, 76.0, 58.0, 100.0
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	0%	40	55.7, 71.2, 74.4, 65.5, 72.5
`hiv_prevalence_pct`	Hiv prevalence percent	float	SEL	25%	26	24.0, 20.6, 25.4, 20.1, 15.9

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

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Lesotho, Lesotho, Lesotho, Lesotho, Lesotho
`survey_year`	survey_year	integer	0%	4	2004, 2009, 2014, 2023, 2004
`region`	region	string	0%	10	Berea, Berea, Berea, Berea, Butha-Buthe
`survey_id`	survey_id	string	0%	4	LS2004DHS, LS2009DHS, LS2014DHS, LS2023DHS, LS2004DHS
`survey_type`	survey_type	string	0%	1	DHS, DHS, DHS, DHS, DHS

LSO OpenFactBook LSO-OPENFACTBOOK Country Profile

14 rows · 14 table(s) OpenFactBook 0 1 2 3 92 SEL 1 CCL 553 ext ▶

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0 Admin 0 — 14 table(s)

LSO 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	2023.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	70.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.ls
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	48.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	2023.0
`country_code`	Country code	string	SEL	0%	1	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`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	7,000 (2023 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	7000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	(2023 est.) less than 1
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	1.64 million (2024 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	1.64
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	70 (2024 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	1 state-owned TV station and 2 state-owned radio...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	1.0
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	48% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	9,000 (2023 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	9000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	(2023 est.) less than 1
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

LSO OpenFactBook - Economy — 1 rows, 155 columns

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Field details — 155 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	2600.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	2.272
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	49.7
`country_code`	Country code	string	SEL	0%	1	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (149) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	lower middle-income economy surrounded by South Africa;...
`economic_overview_numeric`	economic_overview_numeric	float	0%	1	-19.0
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$6.166 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	6.166
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$6 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	6.0
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$5.893 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	5.893
`real_gdp_purchasing_power_parity_note`	real_gdp_purchasing_power_parity_note	string	0%	1	note: data in 2021 dollars
`real_gdp_growth_rate_real_gdp_growth_rate_2024_text`	Real gdp growth rate 2024 (text)	string	0%	1	2.8% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	2.8
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	1.8% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	1.8
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	2.4% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	2.4
`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	$2,600 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$2,600 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	2600.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$2,600 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	2600.0
`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	$2.272 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	6.1% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	6.1
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	6.3% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	6.3
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	8.3% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	8.3
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
+119 more extension fields — download the CSV/Parquet to see them all.

LSO OpenFactBook - Energy — 1 rows, 37 columns

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Field details — 37 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	50.0
`country_code`	Country code	string	SEL	0%	1	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (33) — 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	50% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	83.6%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	83.6
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	37.7%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	37.7
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	104,000 kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	104000.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	833.009 million kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	833.009
`electricity_imports_text`	electricity_imports_text	string	0%	1	453.992 million kWh (2023 est.)
`electricity_imports_numeric`	electricity_imports_numeric	float	0%	1	453.992
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	102.88 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	102.88
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	0.1% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	0.1
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	0.3% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	0.3
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	99.6% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	99.6
`coal_production_text`	coal_production_text	string	0%	1	57,000 metric tons (2023 est.)
`coal_production_numeric`	coal_production_numeric	float	0%	1	57000.0
`coal_consumption_text`	coal_consumption_text	string	0%	1	81,000 metric tons (2023 est.)
`coal_consumption_numeric`	coal_consumption_numeric	float	0%	1	81000.0
`coal_exports_text`	coal_exports_text	string	0%	1	1 metric tons (2023 est.)
`coal_exports_numeric`	coal_exports_numeric	float	0%	1	1.0
`coal_imports_text`	coal_imports_text	string	0%	1	24,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	24000.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	7,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	7000.0
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text	string	0%	1	8.117 million Btu/person (2023 est.)
+3 more extension fields — download the CSV/Parquet to see them all.

LSO OpenFactBook - Environment — 1 rows, 45 columns

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Field details — 45 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	77.8
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	1.1
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	30.4
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	2.77
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	73500.0
`country_code`	Country code	string	SEL	0%	1	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (37) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	overgrazing; severe soil erosion; soil exhaustion;...
`international_environmental_agreements_party_to_text`	international_environmental_agreements_party_to_text	string	0%	1	Biodiversity, Climate Change, Climate Change-Kyoto...
`international_environmental_agreements_signed_but_not_ratified_text`	international_environmental_agreements_signed_but_not_ratified_text	string	0%	1	none of the selected agreements
`climate_text`	climate_text	string	0%	1	temperate; cool to cold, dry winters; hot, wet summers
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	77.8% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 11.8% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	11.8
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 0.1% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	0.1
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 65.9% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	65.9
`land_use_forest_text`	land_use_forest_text	string	0%	1	1.1% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	21.1% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	21.1
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	30.4% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	2.77% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	1.148 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	1.148
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	175,000 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	175000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	973,000 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	973000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	17.4 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	17.4
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	73,500 tons (2024 est.)
`waste_and_recycling_percent_of_municipal_solid_waste_recycled_text`	waste_and_recycling_percent_of_municipal_solid_waste_recycled_text	string	0%	1	11.9% (2022 est.)
`waste_and_recycling_percent_of_municipal_solid_waste_recycled_numeric`	waste_and_recycling_percent_of_municipal_solid_waste_recycled_numeric	float	0%	1	11.9
`total_water_withdrawal_municipal_text`	total_water_withdrawal_municipal_text	string	0%	1	20 million cubic meters (2022 est.)
`total_water_withdrawal_municipal_numeric`	total_water_withdrawal_municipal_numeric	float	0%	1	20.0
`total_water_withdrawal_industrial_text`	total_water_withdrawal_industrial_text	string	0%	1	20 million cubic meters (2022 est.)
+7 more extension fields — download the CSV/Parquet to see them all.

LSO OpenFactBook - Ethnic Groups — 1 rows, 9 columns

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

Standards-Aligned Fields (3)

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

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

Field Name	Label	Type	Nulls	Unique	Samples
`nationality_noun_text`	nationality_noun_text	string	0%	1	Mosotho (singular), Basotho (plural)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Basotho
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Sotho 99.7%, other 0.3% (includes Kwena, Nguni (Hlubi...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	99.7
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

LSO OpenFactBook - Geography — 1 rows, 54 columns

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Field details — 54 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	30355.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	30355.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	0.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	1106.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	0.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	3482.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	1400.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	77.8
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	1.1
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	12.0
`country_code`	Country code	string	SEL	0%	1	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (41) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Southern Africa, an enclave of South Africa
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	29 30 S, 28 30 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	29.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	30,355 sq km
`area_land_text`	area_land_text	string	0%	1	30,355 sq km
`area_water_text`	area_water_text	string	0%	1	0 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly smaller than Maryland
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	1,106 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	South Africa 1,106 km
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	1106.0
`coastline_text`	coastline_text	string	0%	1	0 km (landlocked)
`maritime_claims_text`	maritime_claims_text	string	0%	1	none (landlocked)
`climate_text`	climate_text	string	0%	1	temperate; cool to cold, dry winters; hot, wet summers
`terrain_text`	terrain_text	string	0%	1	mostly highland with plateaus, hills, and mountains
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Thabana Ntlenyana 3,482 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	junction of the Orange and Makhaleng Rivers 1,400 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	2,161 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	2161.0
`natural_resources_text`	natural_resources_text	string	0%	1	water, agricultural and grazing land, diamonds, sand,...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	77.8% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 11.8% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	11.8
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 0.1% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	0.1
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 65.9% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	65.9
`land_use_forest_text`	land_use_forest_text	string	0%	1	1.1% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	21.1% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	21.1
+11 more extension fields — download the CSV/Parquet to see them all.

LSO OpenFactBook - Government — 1 rows, 112 columns

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Field details — 112 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	LSO
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (110) — 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	Kingdom of Lesotho
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Lesotho
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	Kingdom of Lesotho
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Lesotho
`country_name_former_text`	country_name_former_text	string	0%	1	Basutoland
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name comes from the Sotho people, whose name means...
`government_type_text`	government_type_text	string	0%	1	parliamentary constitutional monarchy
`capital_name_text`	capital_name_text	string	0%	1	Maseru
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	29 19 S, 27 29 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	29.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC+2 (7 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	2.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the name means "[place of] red sandstones" in the...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	10 districts; Berea, Butha-Buthe, Leribe, Mafeteng,...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	10.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of English common law and Roman-Dutch law;...
`constitution_history_text`	constitution_history_text	string	0%	1	previous 1959, 1967; latest adopted 2 April 1993...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1959.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by Parliament; passage of amendments affecting...
`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	yes
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	yes
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	no
`citizenship_residency_requirement_for_naturalization_text`	citizenship_residency_requirement_for_naturalization_text	string	0%	1	5 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	5.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	King LETSIE III (since 7 February 1996)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	7.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister Ntsokoane Samuel MATEKANE (28 October 2022)
+80 more extension fields — download the CSV/Parquet to see them all.

LSO 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	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`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	Paramount chief MOSHOESHOE I consolidated what would...
`background_numeric`	background_numeric	float	0%	1	19.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

LSO OpenFactBook - Languages — 1 rows, 6 columns

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

Standards-Aligned Fields (3)

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

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

Field Name	Label	Type	Nulls	Unique	Samples
`languages_text`	languages_text	string	0%	1	Sesotho (official), English (official), Phuthi, Xhosa, Zulu
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

LSO OpenFactBook - Migration — 1 rows, 7 columns

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

Standards-Aligned Fields (3)

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

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

Field Name	Label	Type	Nulls	Unique	Samples
`refugees_and_internally_displaced_persons_refugees_text`	refugees_and_internally_displaced_persons_refugees_text	string	0%	1	610 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	610.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

LSO 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	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`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	Lesotho Defense Force (LDF) (2025)
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_expenditures_military_expenditures_2024_text`	Military expenditures 2024 (text)	string	0%	1	1.5% of GDP (2024 est.)
`military_expenditures_military_expenditures_2024_numeric`	Military expenditures 2024 (numeric)	float	0%	1	1.5
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	1.6% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	1.6
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	1.6% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	1.6
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	1.5% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	1.5
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	1.6% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	1.6
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	approximately 2,000 active Defense Forces (2025)
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	2000.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the LDF is lightly armed and has a small inventory of...
`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	20-30 years of age for voluntary military service for...
`military_service_age_and_obligation_numeric`	military_service_age_and_obligation_numeric	float	0%	1	20.0
`military_note_text`	military_note_text	string	0%	1	the Lesotho Defense Force (LDF) is responsible for the...
`military_note_numeric`	military_note_numeric	float	0%	1	1964.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

LSO OpenFactBook - People And Society — 1 rows, 150 columns

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Field details — 150 fields (type, nulls, unique, samples)

Standards-Aligned Fields (28)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	2222962.0
`population_male_numeric`	Population male	float	SEL	0%	1	1099314.0
`population_female_numeric`	Population female	float	SEL	0%	1	1123648.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	32.0
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	62.7
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	5.4
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	56.8
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	48.2
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	8.6
`median_age_total_numeric`	Median age	float	SEL	0%	1	24.0
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	0.73
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	21.68
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	10.2
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-4.21
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	30.4
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	2.77
`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	0.98
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	478.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	52.2
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	60.2
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	2.49
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.23
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.24
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	90.4
`country_code`	Country code	string	SEL	0%	1	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`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
`population_total_text`	population_total_text	string	0%	1	2,222,962 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	1,099,314
`population_female_text`	population_female_text	string	0%	1	1,123,648
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	32% (male 358,137/female 353,618)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	62.7% (male 699,197/female 696,626)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	5.4% (2024 est.) (male 44,625/female 75,345)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	56.8 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	48.2 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	8.6 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	11.6 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	11.6
`median_age_total_text`	median_age_total_text	string	0%	1	24 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	23.4 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	23.4
`median_age_female_text`	median_age_female_text	string	0%	1	24.3 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	24.3
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	0.73% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	21.68 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	10.2 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-4.21 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	relatively higher population density in the western half...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	30.4% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	2.77% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	202,000 MASERU (capital) (2018)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	202000.0
`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	1.01 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.01
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.0
+92 more extension fields — download the CSV/Parquet to see them all.

LSO OpenFactBook - Religions — 1 rows, 19 columns

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Field details — 19 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	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_ethnicity_primary_label_synth`	Sotho	string	CCL	0%	-	Sotho

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	Protestant 47.8% (Pentecostal 23.1%, Lesotho Evangelical...
`religions_numeric`	religions_numeric	float	0%	1	47.8
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

Pending (11) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	47.8
`composition_religion_protestant__pentecostal_pct_synth`	Pentecostal	numeric	0%	-	23.1
`composition_religion_protestant__lesotho_evangelical_pct_synth`	Lesotho Evangelical	numeric	0%	-	17.3
`composition_religion_protestant__anglican_pct_synth`	Anglican	numeric	0%	-	7.4
`composition_religion_roman_catholic_pct_synth`	Roman Catholic	numeric	0%	-	39.3
`composition_religion_other_christian_pct_synth`	other Christian	numeric	0%	-	9.1
`composition_religion_non_christian_pct_synth`	non-Christian	numeric	0%	-	1.4
`composition_religion_none_pct_synth`	none	numeric	0%	-	2.3
`composition_ethnicity_sotho_pct_synth`	Sotho	numeric	0%	-	99.7
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	0.3
`composition_ethnicity_primary_share_pct_synth`	Sotho	numeric	0%	-	99.7

LSO OpenFactBook - Transportation — 1 rows, 9 columns

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Field details — 9 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	7P
`airports_numeric`	Airports count	float	SEL	0%	1	34.0
`country_code`	Country code	string	SEL	0%	1	LSO
`country_name`	Country name	string	SEL	0%	1	Lesotho
`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
`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	34 (2025)
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/lt.json

LSO LandScan Global (ORNL) LSO-LANDSCAN Modeled Population

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

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

0 Admin 0 — 1 table(s)

LSO 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	LSO
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Lesotho
`admin_code`	Admin code	string	SEL	0%	1	30824560B44233711400612
`area_sqkm`	Area sqkm	float	SEL	0%	1	30551.8333
`pop_2024`	Population count	integer	SEL	0%	1	2227150
`pop_density_2024`	Population density	float	SEL	0%	1	72.9

1 Admin 1 — 1 table(s)

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

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

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	LSO, LSO, LSO, LSO, LSO
`admin_level`	Admin level	string	SEL	0%	1	admin_1, admin_1, admin_1, admin_1, admin_1
`admin_name`	Admin name	string	SEL	0%	10	Maseru District, Leribe District, Berea District,...
`admin_code`	Admin code	string	SEL	0%	10	63558799B83139219064193, 63558799B58245420334254,...
`area_sqkm`	Area sqkm	float	SEL	0%	10	4043.4915, 2821.083, 1988.4561, 2383.522, 3424.1255
`pop_2024`	Population count	integer	SEL	0%	10	570445, 399251, 289182, 202892, 173423
`pop_density_2024`	Population density	float	SEL	0%	10	141.08, 141.52, 145.43, 85.12, 50.65

Locality Locality — 1 table(s)

LSO LandScan - Cities (locality) — 1 rows, 9 columns

Loading data…

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	LSO
`admin_level`	Admin level	string	SEL	0%	1	locality
`admin_name`	Admin name	string	SEL	0%	1	Maseru
`admin_code`	Admin code	integer	SEL	0%	1	116
`area_sqkm`	Area sqkm	float	SEL	0%	1	109.6153
`pop_2024`	Population count	integer	SEL	0%	1	333012
`pop_density_2024`	Population density	float	SEL	0%	1	3038.01

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%	1	296516
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	1	1.123

LSO HDX COD — Population Statistics (OCHA/UNFPA) LSO-COD_PS Census Derived Population

11 rows · 2 table(s) HDX COD — Population Statistics (OCHA/UNFPA) 0 1 2 3 10 SEL ▶

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)

LSO Cod Ps - Lso Codps (admin_0) — 1 rows, 53 columns

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Field details — 53 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	1	LS
`region_name`	Region name	string	SEL	0%	1	Lesotho
`F_TL`	Female population	integer	SEL	0%	1	1063959
`M_TL`	Male population	integer	SEL	0%	1	1026523
`T_TL`	Total population	integer	SEL	0%	1	2090482

Pending (48) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_0
`year`	Reference year	integer	0%	1	2022
`year`	year	integer	0%	1	2022
`F_00_04`	Female population age 0-4	integer	0%	1	98065
`F_05_09`	Female population age 5-9	integer	0%	1	115410
`F_10_14`	Female population age 10-14	integer	0%	1	106271
`F_15_19`	Female population age 15-19	integer	0%	1	94988
`F_20_24`	Female population age 20-24	integer	0%	1	95857
`F_25_29`	Female population age 25-29	integer	0%	1	99667
`F_30_34`	Female population age 30-34	integer	0%	1	95379
`F_35_39`	Female population age 35-39	integer	0%	1	71416
`F_40_44`	Female population age 40-44	integer	0%	1	50038
`F_45_49`	Female population age 45-49	integer	0%	1	38260
`F_50_54`	Female population age 50-54	integer	0%	1	41243
`F_55_59`	Female population age 55-59	integer	0%	1	38695
`F_60_64`	Female population age 60-64	integer	0%	1	33335
`F_65_69`	Female population age 65-69	integer	0%	1	24212
`F_70Plus`	F_70Plus	integer	0%	1	61128
`M_00_04`	Male population age 0-4	integer	0%	1	99891
`M_05_09`	Male population age 5-9	integer	0%	1	111849
`M_10_14`	Male population age 10-14	integer	0%	1	105833
`M_15_19`	Male population age 15-19	integer	0%	1	99020
`M_20_24`	Male population age 20-24	integer	0%	1	95298
`M_25_29`	Male population age 25-29	integer	0%	1	103720
`M_30_34`	Male population age 30-34	integer	0%	1	104286
`M_35_39`	Male population age 35-39	integer	0%	1	82950
`M_40_44`	Male population age 40-44	integer	0%	1	54370
`M_45_49`	Male population age 45-49	integer	0%	1	37745
`M_50_54`	Male population age 50-54	integer	0%	1	33659
`M_55_59`	Male population age 55-59	integer	0%	1	27326
+18 more pending fields — download the CSV/Parquet to see them all.

1 Admin 1 — 1 table(s)

LSO Cod Ps - Lso Codps (admin_1) — 10 rows, 53 columns

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Field details — 53 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	10	LSA, LSB, LSC, LSD, LSE
`region_name`	Region name	string	SEL	0%	10	Maseru, Butha-Buthe, Leribe, Berea, Mafeteng
`F_TL`	Female population	integer	SEL	0%	10	297553, 63594, 187240, 137375, 83727
`M_TL`	Male population	integer	SEL	0%	10	278876, 59708, 179120, 133147, 84517
`T_TL`	Total population	integer	SEL	0%	10	576429, 123302, 366361, 270523, 168244

Pending (48) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_1, admin_1, admin_1, admin_1, admin_1
`year`	Reference year	integer	0%	1	2022, 2022, 2022, 2022, 2022
`year`	year	integer	0%	1	2022, 2022, 2022, 2022, 2022
`F_00_04`	Female population age 0-4	integer	0%	10	27469, 5969, 17117, 12686, 7391
`F_05_09`	Female population age 5-9	integer	0%	10	29033, 7606, 20129, 14600, 9041
`F_10_14`	Female population age 10-14	integer	0%	10	26160, 6518, 18102, 12874, 8503
`F_15_19`	Female population age 15-19	integer	0%	10	25828, 5438, 16527, 11898, 7091
`F_20_24`	Female population age 20-24	integer	0%	10	31021, 5374, 17201, 11522, 6147
`F_25_29`	Female population age 25-29	integer	0%	10	31084, 5699, 18313, 12491, 7173
`F_30_34`	Female population age 30-34	integer	0%	10	29565, 5576, 17197, 12651, 7224
`F_35_39`	Female population age 35-39	integer	0%	10	23230, 4046, 12716, 9357, 5330
`F_40_44`	Female population age 40-44	integer	0%	10	15768, 2804, 8983, 6619, 3761
`F_45_49`	Female population age 45-49	integer	0%	10	11339, 2155, 6947, 5659, 2819
`F_50_54`	Female population age 50-54	integer	0%	10	10810, 2529, 7249, 5943, 3505
`F_55_59`	Female population age 55-59	integer	0%	10	9497, 2341, 6998, 5633, 3752
`F_60_64`	Female population age 60-64	integer	0%	10	7851, 2110, 5740, 4596, 3599
`F_65_69`	Female population age 65-69	integer	0%	10	5910, 1510, 4150, 3143, 2461
`F_70Plus`	F_70Plus	integer	0%	10	12988, 3919, 9872, 7703, 5933
`M_00_04`	Male population age 0-4	integer	0%	10	27868, 5872, 17402, 12934, 7819
`M_05_09`	Male population age 5-9	integer	0%	10	28374, 6846, 19684, 14067, 8774
`M_10_14`	Male population age 10-14	integer	0%	10	26283, 6169, 17483, 12886, 8808
`M_15_19`	Male population age 15-19	integer	0%	10	25278, 5064, 17310, 12455, 7880
`M_20_24`	Male population age 20-24	integer	0%	10	28186, 5017, 16548, 12203, 7088
`M_25_29`	Male population age 25-29	integer	0%	10	29440, 5939, 18454, 13273, 8908
`M_30_34`	Male population age 30-34	integer	0%	10	29552, 6248, 18673, 13541, 8631
`M_35_39`	Male population age 35-39	integer	0%	10	24529, 4923, 14295, 10921, 6858
`M_40_44`	Male population age 40-44	integer	0%	10	16496, 3199, 9382, 7023, 4382
`M_45_49`	Male population age 45-49	integer	0%	10	11554, 2108, 6737, 5110, 2776
`M_50_54`	Male population age 50-54	integer	0%	10	9135, 2003, 6099, 4901, 2943
`M_55_59`	Male population age 55-59	integer	0%	10	6691, 1784, 4944, 4250, 2442
+18 more pending fields — download the CSV/Parquet to see them all.

LSO Glottolog Language Catalog LSO-GLOTTOLOG Language

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

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

0 Admin 0 — 1 table(s)

LSO Glottolog - Languages — 6 rows, 16 columns

Loading data…

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%	6	leso1234, phut1246, sout2807, swat1243, xhos1239
`name`	Name	string	CCL	0%	6	Lesotho Sign Language, Phuthi, Southern Sotho, Swati, Xhosa
`iso639_3`	Iso639 3	string	CCL	33%	4	sot, ssw, xho, zul
`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	sign1238, atla1278, atla1278, atla1278, atla1278
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	5	sout3228, ngun1276, seso1234, swat1244, ngun1267
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	5	['LS'], ['LS', 'ZA'], ['LS', 'ZA'], ['LS', 'MZ', 'SZ',...
`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%	5	0, 0, 2, 3, 13

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	6	-29.36985, -30.42311, -28.78, -26.0, -31.0389
`longitude`	longitude	float	0%	6	27.50772, 27.94815, 27.89, 31.5, 28.0769
`classification`	classification	string	0%	1	[], [], [], [], []

LSO Afrobarometer LSO-AFROBAROMETER Attitudes Values

5 rows · 5 table(s) Afrobarometer 0 1 2 3 5 SEL 24 CCL 20 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 — 5 table(s)

LSO Afrobarometer - Economic Indicators — 1 rows, 9 columns

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Field details — 9 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	LSO
`economic_conditions`	Economic conditions	integer	CCL	0%	1	1
`living_conditions`	Living conditions	integer	CCL	0%	1	1
`employment_situation`	Employment situation	integer	CCL	0%	1	1
`food_insecurity`	Food insecurity	integer	CCL	0%	1	1

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

Field Name	Label	Type	Nulls	Unique	Samples
`round`	round	string	0%	1
`year`	year	string	0%	1
`region`	region	string	0%	1
`source`	source	string	0%	1	Afrobarometer

LSO Afrobarometer - Gender Indicators — 1 rows, 9 columns

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Field details — 9 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	LSO
`women_equal_rights`	Women equal rights	integer	CCL	0%	1	1
`women_political_leaders`	Women political leaders	integer	CCL	0%	1	1
`women_land_rights`	Women land rights	integer	CCL	0%	1	1
`domestic_violence_justified`	Domestic violence justified	integer	CCL	0%	1	1

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

Field Name	Label	Type	Nulls	Unique	Samples
`round`	round	string	0%	1
`year`	year	string	0%	1
`region`	region	string	0%	1
`source`	source	string	0%	1	Afrobarometer

LSO Afrobarometer - Governance Indicators — 1 rows, 13 columns

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Field details — 13 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	LSO
`trust_president`	Trust president	integer	CCL	0%	1	1
`trust_parliament`	Trust parliament	integer	CCL	0%	1	1
`trust_courts`	Trust courts	integer	CCL	0%	1	1
`trust_police`	Trust police	integer	CCL	0%	1	1
`trust_army`	Trust army	integer	CCL	0%	1	1
`corruption_perception`	Corruption perception	integer	CCL	0%	1	1
`democracy_satisfaction`	Democracy satisfaction	integer	CCL	0%	1	1
`democracy_preference`	Democracy preference	integer	CCL	0%	1	1

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

Field Name	Label	Type	Nulls	Unique	Samples
`round`	round	string	0%	1
`year`	year	string	0%	1
`region`	region	string	0%	1
`source`	source	string	0%	1	Afrobarometer

LSO Afrobarometer - Migration Indicators — 1 rows, 8 columns

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Field details — 8 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	LSO
`emigration_considered`	Emigration considered	integer	CCL	0%	1	1
`immigration_attitude`	Immigration attitude	integer	CCL	0%	1	1
`foreign_workers_attitude`	Foreign workers attitude	integer	CCL	0%	1	1

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

Field Name	Label	Type	Nulls	Unique	Samples
`round`	round	string	0%	1
`year`	year	string	0%	1
`region`	region	string	0%	1
`source`	source	string	0%	1	Afrobarometer

LSO Afrobarometer - Social Trust Indicators — 1 rows, 10 columns

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Field details — 10 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	LSO
`trust_relatives`	Trust relatives	integer	CCL	0%	1	1
`trust_neighbors`	Trust neighbors	integer	CCL	0%	1	1
`trust_other_ethnic`	Trust other ethnic	integer	CCL	0%	1	1
`trust_other_religion`	Trust other religion	integer	CCL	0%	1	1
`national_identity_vs_ethnic`	National identity vs ethnic	integer	CCL	0%	1	1

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

Field Name	Label	Type	Nulls	Unique	Samples
`round`	round	string	0%	1
`year`	year	string	0%	1
`region`	region	string	0%	1
`source`	source	string	0%	1	Afrobarometer

LSO D-PLACE LSO-DPLACE Ethnographic Societies

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

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

0 Admin 0 — 1 table(s)

LSO 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	LSO
`society_id`	Society id	string	CCL	0%	1	Ab8
`society_name`	Society name	string	CCL	0%	1	Sotho
`language_glottocode`	Language glottocode	string	CCL	0%	1	sout2807
`language_name`	Language name	string	CCL	0%	1
`kinship_system`	Kinship system	string	CCL	0%	1	EA001:1; EA002:1; EA003:0; EA004:3; EA005:5
`marriage_pattern`	Marriage pattern	string	CCL	0%	1	EA006:1; EA007:8; EA008:5; EA009:5; EA010:9
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	1	EA028:5; EA029:6; EA030:6; EA031:4; EA032:3
`political_complexity`	Political complexity	string	CCL	0%	1	EA033:4; EA034:1; EA035:NA
`religion_importance`	Religion importance	string	CCL	0%	1	EA034:1; 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	Lesotho
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	-29.0
`longitude`	longitude	float	0%	1	28.0
`assignment_method`	assignment_method	string	0%	1	point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	approximate

LSO Ethnic Power Relations Dataset LSO-EPR Political Ethnicity

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

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

0 Admin 0 — 1 table(s)

LSO 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	LSO
`ethnic_group_name`	Ethnic group name	string	CCL	0%	1	Sotho
`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	57001000
`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

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

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

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

Locality Locality — 1 table(s)

LSO GHS-UCDB - Cities (locality) — 1 rows, 10 columns

Loading data…

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%	1	Maseru
`country_code`	Country code	string	SEL	0%	1	LSO
`population`	Population count	integer	SEL	0%	1	296516

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	1	116
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Lesotho
`population_year`	population_year	integer	0%	1	2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

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

1 rows · 1 table(s) NGA GEOnet Names Server (GNS) 0 1 2 3 3 SEL 4 CCL 18 ext ▶

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

0 Admin 0 — 1 table(s)

LSO Nga Gns - Summary — 1 rows, 25 columns

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Field details — 25 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	LSO
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Lesotho
`gns_language_count`	gns_language_count	integer	CCL	0%	1	0
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	100.0
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	0

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

Field Name	Label	Type	Nulls	Unique	Samples
`gns_name_count`	gns_name_count	integer	0%	1	1892
`gns_feature_count`	gns_feature_count	integer	0%	1	1138
`gns_endonym_count`	gns_endonym_count	integer	0%	1	1892
`gns_exonym_count`	gns_exonym_count	integer	0%	1	0
`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_spot_features`	gns_name_count_spot_features	integer	0%	1	565
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	405
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	507
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	308
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	447
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	265
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	342
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	147
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	29
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	11
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	2
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	2

LSO Global Organized Crime Index LSO-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)

LSO 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

Build a download

Source	Type	Access
HDX COD — Population Statistics (OCHA/UNFPA)	international_organization	bulk_download
Global Data Lab	academic	api
GI-TOC / ENACT (Global Initiative Against Transnational Organized Crime · ENACT)	academic	bulk_download
Afrobarometer	academic	api
Ethnic Power Relations Dataset	academic	bulk_download
World Bank Open Data	international_organization	api
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
NGA GEOnet Names Server (GNS)	official_government	bulk_download
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
USAID DHS Program (US Agency for International Development · Demographic and Health Surveys)	international_organization	api
Glottolog Language Catalog	academic	bulk_download
GHS Urban Centre Database (Global Human Settlement · EU Joint Research Centre)	international_organization	bulk_download
LandScan Global (ORNL — Oak Ridge National Laboratory)	research_institution	earth_engine
OpenFactBook	community_compilation	bulk_download