Libya

LBY World Bank Open Data LBY-WORLD_BANK Development Indicators

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

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0 Admin 0 — 3 table(s)

LBY 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	LY, LY, LY, LY, LY
`population_count`	Population count	float	SEL	2%	65	1492890.0, 1555699.0, 1621960.0, 1690457.0, 1753691.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	40.752, 42.362, 44.075, 45.584, 47.652
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	269.038073094669, 285.341580882777, 382.084505727445,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	99%	1	60.1599998474121
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	277.4, 259.9, 243.0, 226.8, 211.8
`poverty_headcount_pct`	Poverty headcount percent	string	SEL	100%	-	-

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

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

LBY 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	LY, LY, LY, LY, LY
`life_expectancy`	Life expectancy	float	SEL	3%	64	40.752, 42.362, 44.075, 45.584, 47.652
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	21%	52	37.7, 36.3, 35.0, 33.7, 32.6
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	277.4, 259.9, 243.0, 226.8, 211.8
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	19	86.0, 82.0, 77.0, 74.0, 70.0
`fertility_rate`	Fertility rate	float	SEL	3%	63	7.509, 7.556, 7.61, 7.685, 7.752
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	63	51.268, 51.154, 51.02, 50.993, 51.05
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	25.552, 24.049, 22.504, 21.166, 19.558
`physicians_per_1000`	Physicians per 1000	float	SEL	76%	16	0.152, 0.259, 0.368, 1.333, 1.633
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	58%	12	2.75537443161011, 3.81369996070862, 4.82550001144409,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	32%	17	60.0, 67.0, 72.0, 79.0, 81.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	3.31908512, 3.92571616, 4.73818302, 3.97301245, 3.38328195

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

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

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

Pending (9) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	country_code	string	0%	1	LBY, LBY, LBY, LBY, LBY
`country_name`	country_name	string	0%	1	Libya, Libya, Libya, Libya, Libya
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964
`intl_migrant_stock`	intl_migrant_stock	float	88%	8	457075.0, 508041.0, 567436.0, 625412.0, 687192.0
`intl_migrant_stock_pct`	intl_migrant_stock_pct	float	88%	7	10.3, 10.4, 10.7, 10.7, 10.6
`net_migration`	net_migration	float	0%	64	22559.0, 22504.0, 21589.0, 18740.0, 2084.0
`remittances_received_usd`	remittances_received_usd	float	89%	6	9000000.0, 10000000.0, 7000000.0, 8000000.0, 10000000.0
`remittances_received_pct_gdp`	remittances_received_pct_gdp	float	89%	7	0.0235165289256198, 0.0293151162790698,...
`remittances_paid_usd`	remittances_paid_usd	float	29%	47	839720214.8, 931934021.0, 831613464.4, 1052184448.0, 1530813477.0

LBY UNHCR Refugee Data Finder LBY-UNHCR Migration

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

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0 Admin 0 — 2 table(s)

LBY UNHCR - Hosted Populations — 33 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%	-	-

LBY UNHCR - Origin Populations — 46 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%	-	-

LBY LandScan Global (ORNL) LBY-LANDSCAN Modeled Population

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

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0 Admin 0 — 1 table(s)

LBY 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	LBY
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Libya
`admin_code`	Admin code	string	SEL	0%	1	86523102B60510767848703
`area_sqkm`	Area sqkm	float	SEL	0%	1	1623763.8543
`pop_2024`	Population count	integer	SEL	0%	1	7329085
`pop_density_2024`	Population density	float	SEL	0%	1	4.51

1 Admin 1 — 1 table(s)

LBY LandScan - Population Admin1 (admin_1) — 22 rows, 7 columns

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

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	LBY, LBY, LBY, LBY, LBY
`admin_level`	Admin level	string	SEL	0%	1	admin_1, admin_1, admin_1, admin_1, admin_1
`admin_name`	Admin name	string	SEL	0%	22	Tajura' wa an Nawahi al Arba, Benghazi, Misratah, Az...
`admin_code`	Admin code	string	SEL	0%	22	10800210B53685260454781, 10800210B74925506200485,...
`area_sqkm`	Area sqkm	float	SEL	0%	22	2617.4044, 9827.2563, 49722.8466, 3384.1962, 8028.8746
`pop_2024`	Population count	integer	SEL	0%	22	1289096, 802326, 707162, 644304, 549751
`pop_density_2024`	Population density	float	SEL	0%	21	492.51, 81.64, 14.22, 190.39, 68.47

Locality Locality — 1 table(s)

LBY LandScan - Cities (locality) — 13 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	LBY, LBY, LBY, LBY, LBY
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	13	Tripoli, Benghazi, Misrata, Bayda, Al Zawiyah
`admin_code`	Admin code	integer	SEL	0%	13	258, 1088, 838, 1411, 81
`area_sqkm`	Area sqkm	float	SEL	0%	13	463.711, 149.5612, 178.4858, 23.9331, 114.6799
`pop_2024`	Population count	integer	SEL	0%	13	843683, 412193, 361980, 202068, 124863
`pop_density_2024`	Population density	float	SEL	0%	13	1819.42, 2756.02, 2028.06, 8443.03, 1088.8

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%	13	1248354, 599691, 310800, 112765, 210857
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	13	0.676, 0.687, 1.165, 1.792, 0.592

LBY Glottolog Language Catalog LBY-GLOTTOLOG Language

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

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0 Admin 0 — 1 table(s)

LBY Glottolog - Languages — 17 rows, 16 columns

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

Standards-Aligned Fields (12)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`glottocode`	Glottocode	string	CCL	0%	17	alge1240, awji1241, daza1242, egyp1253, ghad1239
`name`	Name	string	CCL	0%	17	Algerian Saharan Arabic, Awjilah, Dazaga, Egyptian...
`iso639_3`	Iso639 3	string	CCL	0%	17	aao, auj, dzg, arz, gha
`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%	4	afro1255, afro1255, saha1256, afro1255, afro1255
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	13	magh1239, berb1260, tebu1238, egyp1254, berb1260
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`child_family_count`	Child family count	integer	CCL	0%	1	0, 0, 0, 0, 0
`child_language_count`	Child language count	integer	CCL	0%	1	0, 0, 0, 0, 0
`child_dialect_count`	Child dialect count	integer	CCL	0%	8	0, 0, 2, 15, 2

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	6%	16	20.8884, 29.2341, 15.7358, 31.0, 30.1168
`longitude`	longitude	float	6%	16	4.80626, 21.1819, 15.8517, 31.0, 10.0165
`country_codes`	Country codes	string	0%	13	['DZ', 'EH', 'LY', 'MA', 'NE'], ['LY'], ['LY', 'NE',...
`classification`	classification	string	0%	1	[], [], [], [], []

LBY OpenFactBook LBY-OPENFACTBOOK Country Profile

15 rows · 15 tables · 2024 OpenFactBook 0 1 2 3 92 SEL 5 CCL 499 ext ▶

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0 Admin 0 — 15 table(s)

LBY OpenFactBook - Communications — 1 rows, 21 columns

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

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`telephones_fixed_lines_subscriptions_per_100_inhabitants_numeric`	Fixed line subscriptions per 100	float	SEL	0%	1	17.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	205.0
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	89.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	5.0
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`telephones_fixed_lines_total_subscriptions_text`	telephones_fixed_lines_total_subscriptions_text	string	0%	1	1.218 million (2022 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	1.218
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	17 (2022 est.)
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	13.9 million (2022 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	13.9
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	205 (2022 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	state-funded and private TV stations; some provinces...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	2019.0
`internet_country_code_text`	Internet country code text	string	0%	1	.ly
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	89% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	326,000 (2022 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	326000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	5 (2022 est.)
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

LBY OpenFactBook - Economy — 1 rows, 132 columns

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Field details — 138 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`real_gdp_per_capita_real_gdp_per_capita_2024_numeric`	Real gdp per capita 2024 (numeric)	float	SEL	0%	1	12300.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	46.636
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (133) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	upper middle-income, fossil fuel-based North African...
`economic_overview_numeric`	economic_overview_numeric	float	0%	1	31.0
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$90.609 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	90.609
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$91.161 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	91.161
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$82.756 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	82.756
`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	-0.6% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	-0.6
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	10.2% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	10.2
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	-8.3% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	-8.3
`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	$12,300 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$12,500 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	12500.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$11,500 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	11500.0
`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	$46.636 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	2.1% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	2.1
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	2.4% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	2.4
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	4.5% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	4.5
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
+103 more extension fields — download the CSV/Parquet to see them all.

LBY 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	70.0
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`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	70% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	100%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	100.0
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	10.519 million kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	10.519
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	28.826 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	28.826
`electricity_imports_text`	electricity_imports_text	string	0%	1	800 million kWh (2023 est.)
`electricity_imports_numeric`	electricity_imports_numeric	float	0%	1	800.0
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	7.081 billion kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	7.081
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	100% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	100.0
`coal_imports_text`	coal_imports_text	string	0%	1	4,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	4000.0
`petroleum_total_petroleum_production_text`	petroleum_total_petroleum_production_text	string	0%	1	1.245 million bbl/day (2023 est.)
`petroleum_total_petroleum_production_numeric`	petroleum_total_petroleum_production_numeric	float	0%	1	1.245
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	207,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	207000.0
`petroleum_crude_oil_estimated_reserves_text`	petroleum_crude_oil_estimated_reserves_text	string	0%	1	48.363 billion barrels (2021 est.)
`petroleum_crude_oil_estimated_reserves_numeric`	petroleum_crude_oil_estimated_reserves_numeric	float	0%	1	48.363
`natural_gas_production_text`	natural_gas_production_text	string	0%	1	11.16 billion cubic meters (2023 est.)
`natural_gas_production_numeric`	natural_gas_production_numeric	float	0%	1	11.16
`natural_gas_consumption_text`	natural_gas_consumption_text	string	0%	1	8.633 billion cubic meters (2023 est.)
`natural_gas_consumption_numeric`	natural_gas_consumption_numeric	float	0%	1	8.633
`natural_gas_exports_text`	natural_gas_exports_text	string	0%	1	2.527 billion cubic meters (2023 est.)
`natural_gas_exports_numeric`	natural_gas_exports_numeric	float	0%	1	2.527
`natural_gas_proven_reserves_text`	natural_gas_proven_reserves_text	string	0%	1	1.505 trillion cubic meters (2021 est.)
`natural_gas_proven_reserves_numeric`	natural_gas_proven_reserves_numeric	float	0%	1	1.505
`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	100.844 million Btu/person (2023 est.)
+3 more extension fields — download the CSV/Parquet to see them all.

LBY OpenFactBook - Environment — 1 rows, 49 columns

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Field details — 53 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	8.7
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	0.1
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	81.6
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	1.45
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	2.148
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	desertification; limited natural freshwater resources;...
`international_environmental_agreements_party_to_text`	international_environmental_agreements_party_to_text	string	0%	1	Biodiversity, Climate Change, Climate Change-Kyoto...
`international_environmental_agreements_signed_but_not_ratified_text`	international_environmental_agreements_signed_but_not_ratified_text	string	0%	1	Climate Change-Paris Agreement, Law of the Sea
`climate_text`	climate_text	string	0%	1	Mediterranean along coast; dry, extreme desert interior
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	8.7% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 1% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	1.0
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 0.2% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	0.2
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 7.6% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	7.6
`land_use_forest_text`	land_use_forest_text	string	0%	1	0.1% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	91.2% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	91.2
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	81.6% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	1.45% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	46.479 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	46.479
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	700 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	700.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	29.542 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_numeric`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_numeric	float	0%	1	29.542
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	16.936 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_consumed_natural_gas_numeric`	carbon_dioxide_emissions_from_consumed_natural_gas_numeric	float	0%	1	16.936
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	29.8 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	29.8
`methane_emissions_energy_text`	methane_emissions_energy_text	string	0%	1	1,357.4 kt (2022-2024 est.)
`methane_emissions_energy_numeric`	methane_emissions_energy_numeric	float	0%	1	1357.4
`methane_emissions_agriculture_text`	methane_emissions_agriculture_text	string	0%	1	63.4 kt (2019-2021 est.)
`methane_emissions_agriculture_numeric`	methane_emissions_agriculture_numeric	float	0%	1	63.4
+15 more extension fields — download the CSV/Parquet to see them all.

LBY OpenFactBook - Ethnic Groups — 1 rows, 8 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`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	Libyan(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Libyan
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Amazigh and Arab 97%, other 3% (includes Egyptian,...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	97.0
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

LBY OpenFactBook - Geography — 1 rows, 55 columns

Loading data…

Field details — 59 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	1759540.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	1759540.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	0.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	4339.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	1770.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	2267.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	-47.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	8.7
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	0.1
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	4700.0
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (46) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Northern Africa, bordering the Mediterranean Sea,...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	25 00 N, 17 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	25.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	1,759,540 sq km
`area_land_text`	area_land_text	string	0%	1	1,759,540 sq km
`area_water_text`	area_water_text	string	0%	1	0 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	about 2.5 times the size of Texas; slightly larger than Alaska
`area_comparative_numeric`	area_comparative_numeric	float	0%	1	2.5
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	4,339 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Algeria 989 km; Chad 1,050 km; Egypt 1,115 km; Niger 342...
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	989.0
`coastline_text`	coastline_text	string	0%	1	1,770 km
`maritime_claims_territorial_sea_text`	maritime_claims_territorial_sea_text	string	0%	1	12 nm
`maritime_claims_territorial_sea_numeric`	maritime_claims_territorial_sea_numeric	float	0%	1	12.0
`maritime_claims_exclusive_fishing_zone_text`	maritime_claims_exclusive_fishing_zone_text	string	0%	1	62 nm
`maritime_claims_exclusive_fishing_zone_numeric`	maritime_claims_exclusive_fishing_zone_numeric	float	0%	1	62.0
`maritime_claims_note`	maritime_claims_note	string	0%	1	note: Gulf of Sidra closing line - 32 degrees, 30 minutes north
`climate_text`	climate_text	string	0%	1	Mediterranean along coast; dry, extreme desert interior
`terrain_text`	terrain_text	string	0%	1	mostly barren, flat to undulating plains, plateaus, depressions
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Bikku Bitti 2,267 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Sabkhat Ghuzayyil -47 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	423 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	423.0
`natural_resources_text`	natural_resources_text	string	0%	1	petroleum, natural gas, gypsum
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	8.7% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 1% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	1.0
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 0.2% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	0.2
+16 more extension fields — download the CSV/Parquet to see them all.

LBY OpenFactBook - Government — 1 rows, 69 columns

Loading data…

Field details — 91 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	LBY
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (89) — 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	State of Libya
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Libya
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	Dawlat Libiya
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Libiya
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name probably derives from the Libu, a North African...
`country_name_etymology_numeric`	country_name_etymology_numeric	float	0%	1	13.0
`government_type_text`	government_type_text	string	0%	1	in transition
`capital_name_text`	capital_name_text	string	0%	1	Tripoli (Tarabulus)
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	32 53 N, 13 10 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	32.0
`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 derives from the Greek words tri and polis,...
`capital_etymology_numeric`	capital_etymology_numeric	float	0%	1	14.0
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	22 governorates (muhafazah, singular - muhafazat); Al...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	22.0
`legal_system_text`	legal_system_text	string	0%	1	Libya's post-revolution system is in flux and driven by...
`constitution_history_text`	constitution_history_text	string	0%	1	previous 1951, 1977, 2011 (interim)
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1951.0
`constitution_note`	constitution_note	string	0%	1	note: a draft constitution was approved in 2017, but it...
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	has not submitted an ICJ jurisdiction declaration;...
`citizenship_citizenship_by_birth_text`	Citizenship by birth (text)	string	0%	1	no
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	at least one parent or grandparent must be a citizen of Libya
`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	varies from 3 to 5 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	3.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age, universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	President, Presidential Council, Mohammed al-MANFI...
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	5.0
+59 more extension fields — download the CSV/Parquet to see them all.

LBY OpenFactBook - Introduction — 1 rows, 6 columns

Loading data…

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	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`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	Berbers have inhabited central north Africa since...
`background_numeric`	background_numeric	float	0%	1	7.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

LBY OpenFactBook - Languages — 1 rows, 7 columns

Loading data…

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	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`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	Arabic (official), Italian, English (all widely...
`languages_major_language_sample_s_text`	languages_major_language_sample_s_text	string	0%	1	كتاب حقائق العالم، المصدر الذي لا يمكن الاستغناء عنه...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

LBY OpenFactBook - Migration — 1 rows, 10 columns

Loading data…

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	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`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	277,010 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	277010.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	139,305 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	139305.0
`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/ly.json

LBY OpenFactBook - Military And Security — 1 rows, 11 columns

Loading data…

Field details — 14 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

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

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

Field Name	Label	Type	Nulls	Unique	Samples
`military_and_security_forces_text`	military_and_security_forces_text	string	0%	1	the Libyan Armed Forces of the Tripoli-based Government...
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_expenditures_text`	military_expenditures_text	string	0%	1	not available
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	estimates not available
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	both the forces aligned with the GNU and the LNA are...
`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	not available
`military_note_text`	military_note_text	string	0%	1	the western-based forces aligned with the GNU and the...
`military_note_numeric`	military_note_numeric	float	0%	1	2025.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

LBY OpenFactBook - People And Society — 1 rows, 90 columns

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Field details — 104 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	7361263.0
`population_male_numeric`	Population male	float	SEL	0%	1	3747364.0
`population_female_numeric`	Population female	float	SEL	0%	1	3613899.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	32.3
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	63.2
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	4.6
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	58.3
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	51.1
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	7.2
`median_age_total_numeric`	Median age	float	SEL	0%	1	26.4
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	1.35
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	19.83
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	3.48
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-2.89
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	81.6
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	1.45
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.05
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	1.04
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	59.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	10.4
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	77.7
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	2.96
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.44
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	2.04
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	3.2
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (76) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	7,361,263 (2024 est.)
`population_male_text`	population_male_text	string	0%	1	3,747,364
`population_female_text`	population_female_text	string	0%	1	3,613,899
`population_note`	population_note	string	0%	1	note: immigrants make up just over 12% of the total...
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	32.3% (male 1,211,087/female 1,165,648)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	63.2% (male 2,385,152/female 2,263,780)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	4.6% (2024 est.) (male 151,125/female 184,471)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	58.3 (2024 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	51.1 (2024 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	7.2 (2024 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	13.9 (2024 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	13.9
`median_age_total_text`	median_age_total_text	string	0%	1	26.4 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	26.3 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	26.3
`median_age_female_text`	median_age_female_text	string	0%	1	26.2 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	26.2
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	1.35% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	19.83 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	3.48 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-2.89 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	over 90% of the population lives along the Mediterranean...
`population_distribution_numeric`	population_distribution_numeric	float	0%	1	90.0
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	81.6% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	1.45% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	1.183 million TRIPOLI (capital), 984,000 Misratah,...
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	1.183
`sex_ratio_at_birth_text`	sex_ratio_at_birth_text	string	0%	1	1.05 male(s)/female
`sex_ratio_0_14_years_text`	sex_ratio_0_14_years_text	string	0%	1	1.04 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.04
+46 more extension fields — download the CSV/Parquet to see them all.

LBY OpenFactBook - Religions — 1 rows, 6 columns

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

Standards-Aligned Fields (8)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_christian_pct_synth`	Christian	numeric	CCL	0%	-	2.7
`composition_religion_buddhist_pct_synth`	Buddhist	numeric	CCL	0%	-	0.5
`composition_religion_hindu_pct_synth`	Hindu	numeric	CCL	0%	-	0.5
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	0.5
`composition_ethnicity_primary_label_synth`	Amazigh and Arab	string	CCL	0%	-	Amazigh and Arab

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 (official; virtually all Sunni) 96.6%, Christian...
`religions_numeric`	religions_numeric	float	0%	1	96.6
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

Pending (7) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_muslim_official_virtually_all_sunni_pct_synth`	Muslim (official; virtually all Sunni)	numeric	0%	-	96.6
`composition_religion_jewish_pct_synth`	Jewish	numeric	0%	-	0.5
`composition_religion_folk_religion_pct_synth`	folk religion	numeric	0%	-	0.5
`composition_religion_unaffiliated_pct_synth`	unaffiliated	numeric	0%	-	0.5
`composition_ethnicity_amazigh_and_arab_pct_synth`	Amazigh and Arab	numeric	0%	-	97.0
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	3.0
`composition_ethnicity_primary_share_pct_synth`	Amazigh and Arab	numeric	0%	-	97.0

LBY OpenFactBook - Terrorism — 1 rows, 6 columns

Loading data…

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	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`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	Ansar al-Sharia groups; Islamic State of Iraq and...
`source_section`	source_section	string	0%	1	Terrorism
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

LBY OpenFactBook - Transportation — 1 rows, 25 columns

Loading data…

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

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`airports_numeric`	Airports count	float	SEL	0%	1	75.0
`country_code`	Country code	string	SEL	0%	1	LBY
`country_name`	Country name	string	SEL	0%	1	Libya
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_text`	Civil aircraft registration country code prefix text	string	0%	1	5A
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	5.0
`airports_text`	airports_text	string	0%	1	75 (2025)
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	96 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	96.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	general cargo 2, oil tanker 13, other 81
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	2.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	14 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	14.0
`ports_large_text`	ports_large_text	float	0%	1	0
`ports_large_numeric`	ports_large_numeric	float	0%	1	0.0
`ports_medium_text`	ports_medium_text	float	0%	1	2
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	2.0
`ports_small_text`	ports_small_text	float	0%	1	3
`ports_small_numeric`	ports_small_numeric	float	0%	1	3.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	9
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	9.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	10
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	10.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Al Burayqah, Az Zawiya, Banghazi, Mersa Tobruq, Mina...
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/ly.json

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

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

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

Locality Locality — 1 table(s)

LBY GHS-UCDB - Cities (locality) — 13 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%	13	Tripoli, Benghazi, Misrata, Al Zawiyah, Sabha
`country_code`	Country code	string	SEL	0%	1	LBY, LBY, LBY, LBY, LBY
`population`	Population count	integer	SEL	0%	13	1248354, 599691, 310800, 210857, 118712

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	13	258, 1088, 838, 81, 707
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Libya, Libya, Libya, Libya, Libya
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

LBY Google Community Mobility (2020-2022) LBY-GOOGLE-MOBILITY Mobility

11 rows · 1 table · 2022 Google 0 1 2 3 3 SEL 8 ext ▶

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

1 Admin 1 — 1 table(s)

LBY Mobility by Region — 11 rows, 11 columns

Loading data…

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	LY, LY, LY, LY, LY
`admin_level`	Admin level	integer	SEL	0%	1	1, 1, 1, 1, 1
`iso3`	Country code	string	SEL	0%	1	LBY, LBY, LBY, LBY, LBY

Extension Fields (8) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`retail`	retail	float	0%	4	0.0, 65.46, 0.0, 0.0, 0.0
`grocery`	grocery	float	0%	3	0.0, 71.01, 0.0, 0.0, 0.0
`parks`	parks	float	0%	3	0.0, 38.83, 0.0, 0.0, 0.0
`transit`	transit	float	0%	2	0.0, 0.0, 0.0, 0.0, 0.0
`workplaces`	workplaces	float	0%	11	10.75, 25.77, -10.55, 16.34, -5.66
`residential`	residential	float	0%	4	0.0, -0.81, 0.0, 0.0, 0.0
`region`	region	string	0%	11	Al Wahat District, Benghazi district, Butnan District,...
`observation_count`	observation_count	integer	0%	11	865, 971, 443, 790, 325

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

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

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

0 Admin 0 — 2 table(s)

LBY NGA GNS - Language — 3 rows, 9 columns

Loading data…

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	LBY, LBY, LBY
`gns_language_code`	gns_language_code	string	CCL	0%	3	ara, eng, fra
`gns_language_name`	gns_language_name	string	CCL	0%	3	Arabic, English, French
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	3	10729, 78, 16
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	3	99.1315, 0.7207, 0.1478
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	2	4802, 0, 0
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	2	Arab, ,
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	2	Arabic, ,
`gns_script_count`	gns_script_count	integer	CCL	0%	2	2, 0, 0

LBY 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	LBY
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Libya
`gns_language_count`	gns_language_count	integer	CCL	0%	1	3
`gns_script_count`	gns_script_count	integer	CCL	0%	1	2
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9695
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	4871

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	45892
`gns_feature_count`	gns_feature_count	integer	0%	1	21984
`gns_endonym_count`	gns_endonym_count	integer	0%	1	45878
`gns_exonym_count`	gns_exonym_count	integer	0%	1	14
`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	8692
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	5265
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	3434
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	1868
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	2648
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	881
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	19569
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	9089
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	10362
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	4334
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	364
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	81
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	348
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	189
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	475
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	277

LBY D-PLACE LBY-DPLACE Ethnographic Societies

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

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

0 Admin 0 — 2 table(s)

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

Loading data…

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

Standards-Aligned Fields (12)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	LBY
`society_id`	Society id	string	CCL	0%	1	Cd20
`society_name`	Society name	string	CCL	0%	1	Sanusi
`language_glottocode`	Language glottocode	string	CCL	0%	1	liby1240
`language_name`	Language name	string	CCL	0%	1
`kinship_system`	Kinship system	string	CCL	0%	1	EA017:4; EA018:1; EA019:1; EA020:1; EA021:9; EA022:9;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	1	EA006:1; EA007:8; EA008:4; EA009:6; EA023:10; EA025:7
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	1	EA001:0; EA002:0; EA003:0; EA004:6; EA005:4; EA028:5;...
`political_complexity`	Political complexity	string	CCL	0%	1	EA032:3; EA033:4
`religion_importance`	Religion importance	string	CCL	0%	1	EA034:4; EA112:8
`residence_pattern`	Residence pattern	string	CCL	0%	1	EA010:8; EA011:1; EA012:8; EA013:9; EA014:11
`settlement_pattern`	settlement_pattern	string	CCL	0%	1	EA030:2; EA031:NA

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

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Libya
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	31.0
`longitude`	longitude	float	0%	1	22.0
`assignment_method`	assignment_method	string	0%	1	point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	approximate
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and Environment
`source_url`	source_url	string	0%	1	https://d-place.org
`license`	license	string	0%	1	CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024

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

Loading data…

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	LBY
`society_id`	society_id	string	CCL	0%	1	Cd20
`society_name`	society_name	string	CCL	0%	1	Sanusi
`language_glottocode`	language_glottocode	string	CCL	0%	1	liby1240
`language_name`	language_name	string	CCL	0%	1

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

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Libya
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	31.0
`longitude`	longitude	float	0%	1	22.0
`assignment_method`	assignment_method	string	0%	1	point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	approximate
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and Environment
`source_url`	source_url	string	0%	1	https://d-place.org
`license`	license	string	0%	1	CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024
`jurisdictional_hierarchy_of_local_community`	jurisdictional_hierarchy_of_local_community	integer	0%	1	3
`jurisdictional_hierarchy_beyond_local_community`	jurisdictional_hierarchy_beyond_local_community	integer	0%	1	4
`religion_high_gods`	religion_high_gods	integer	0%	1	4
`trance_states`	trance_states	integer	0%	1	8
`settlement_patterns`	settlement_patterns	integer	0%	1	2
`mean_size_of_local_communities`	mean_size_of_local_communities	string	100%	-	-
`marital_residence_first_years`	marital_residence_first_years	integer	0%	1	8
`residence_transfer_prevailing_pattern`	residence_transfer_prevailing_pattern	integer	0%	1	1
`marital_residence_prevailing_pattern`	marital_residence_prevailing_pattern	integer	0%	1	8
`residence_transfer_alternate`	residence_transfer_alternate	integer	0%	1	9
`marital_residence_alternate`	marital_residence_alternate	integer	0%	1	11
`largest_patrilineal_kin_group`	largest_patrilineal_kin_group	integer	0%	1	4
`largest_patrilineal_exogamous_group`	largest_patrilineal_exogamous_group	integer	0%	1	1
`largest_matrilineal_kin_group`	largest_matrilineal_kin_group	integer	0%	1	1
`largest_matrilineal_exogamous_group`	largest_matrilineal_exogamous_group	integer	0%	1	1
`cognatic_kin_groups`	cognatic_kin_groups	integer	0%	1	9
`secondary_cognatic_kin_group`	secondary_cognatic_kin_group	integer	0%	1	9
`kin_terms_for_cousins`	kin_terms_for_cousins	string	100%	-	-
`descent_major_type`	descent_major_type	integer	0%	1	1
+14 more extension fields — download the CSV/Parquet to see them all.

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

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

1 rows × 276 columns ingested. Field-level inventory in progress — contact us for the full export.

0 Admin 0 — 1 table(s)

LBY Inform - Risk Index — 1 rows, 276 columns

Loading data…

Field details — 276 fields (type, nulls, unique, samples)

Pending (276) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	Country code (ISO 3166-1 alpha-3)	string	0%	1	LBY
`inform_aff_dr`	People affected by drought (absolute) - raw	float	0%	1	0.0
`inform_aff_dr_freq`	Frequency of Droughts events	float	0%	1	0.0
`inform_aff_dr_rel`	People affected by droughts (relative) - raw	float	0%	1	0.0
`inform_ag_lnd_totl_k2`	Land area (sq. km)	float	0%	1	1759540.0
`inform_asi`	Agriculture Stress Index Probability	float	0%	1	0.6
`inform_bx_trf_pwkr`	Personal remittances, received (% of GDP)	float	0%	1	0.0
`inform_lack_of_coping_capacity`	Lack of Coping Capacity Index	float	0%	1	6.3
`inform_infrastructure_capacity`	Infrastructure	float	0%	1	3.0
`inform_cc_inf_ahc`	Access to Health Care	float	0%	1	3.7
`inform_cc_inf_ahc_health_exp`	Health expenditure per capita [CC.INF.AHC.HEALTH-EXP]	float	0%	1	6.6
`inform_cc_inf_ahc_imm`	Immunization coverage	float	0%	1	2.4
`inform_cc_inf_ahc_imm_dtp3`	Diphtheria-Tetanus-Pertussis	float	0%	1	2.2
`inform_cc_inf_ahc_imm_mcv2`	Measles	float	0%	1	3.2
`inform_cc_inf_ahc_imm_pcv3`	Pneumococcal	float	0%	1	1.7
`inform_cc_inf_ahc_mmr`	Maternal Mortality Ratio [CC.INF.AHC.MMR]	float	0%	1	0.7
`inform_cc_inf_ahc_phys`	Physicians density [CC.INF.AHC.PHYS]	float	0%	1	4.9
`inform_cc_inf_com`	Communication	float	0%	1	1.5
`inform_cc_inf_com_cel`	Mobile cellular subscriptions [CC.INF.COM.CEL]	float	0%	1	0.4
`inform_cc_inf_com_elaccs`	Access to electricity [CC.INF.COM.ELACCS]	float	0%	1	2.3
`inform_cc_inf_com_netus`	Internet users [CC.INF.COM.NETUS]	float	0%	1	1.8
`inform_cc_inf_phy`	Physical Infrastructure	float	0%	1	3.9
`inform_cc_inf_phy_h2o`	Access to improved water source	float	0%	1	0.7
`inform_cc_inf_phy_rod`	Road density [CC.INF.PHY.ROD]	float	0%	1	9.7
`inform_cc_inf_phy_sta`	Access to improved sanitation facilities	float	0%	1	1.3
`inform_institutional_capacity`	Institutional	float	0%	1	8.3
`inform_cc_ins_gov`	Governance	float	0%	1	8.3
`inform_cc_ins_gov_cpi`	Corruption Perception Index [CC.INS.GOV.CPI]	float	0%	1	8.7
`inform_cc_ins_gov_ge`	Government Effectiveness [CC.INS.GOV.GE]	float	0%	1	7.8
`inform_cm`	U5M	float	0%	1	9.80000019073486
+246 more pending fields — download the CSV/Parquet to see them all.

HERA · Human Entity Reference Atlas by Masego Inc

Build a download

Language	Place names	Share*	Script
Arabic (ara)	10,729	99.1%	Arabic +1
English (eng)	78	0.7%	—
French (fra)	16	0.1%	—

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