Liberia

LBR Global Data Lab LBR-GDL Development Indices

400 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)

LBR GDL - Subnational Indices — 400 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	LBR, LBR, LBR, LBR, LBR
`region_code`	Admin code	string	SEL	100%	-	-
`region_name`	Admin name	string	SEL	0%	16	Total, Bomi, Bong, Gbarpolu, Grand Bassa
`human_development_index`	Human development index	float	SEL	0%	75	0.445, 0.401, 0.363, 0.383, 0.374
`health_index`	Health index	float	SEL	0%	70	0.468, 0.431, 0.46, 0.449, 0.45
`education_index`	Education index	float	SEL	0%	92	0.468, 0.413, 0.301, 0.364, 0.331
`income_index`	Income index	float	SEL	0%	62	0.402, 0.361, 0.346, 0.343, 0.353
`life_expectancy`	Life expectancy	float	SEL	0%	96	50.41, 48.02, 49.89, 49.22, 49.23
`mean_years_schooling`	Mean years schooling	float	SEL	0%	94	7.021, 4.976, 3.875, 4.504, 4.275

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

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	7	1999, 1999, 1999, 1999, 1999
`level`	level	string	0%	2	national, subnational, subnational, subnational, subnational

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

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

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1 Admin 1 — 1 table(s)

LBR Cod Ps - Lbr Codps (admin_1) — 15 rows, 25 columns

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Field details — 25 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	15	LR01, LR02, LR03, LR04, LR05
`region_name`	Region name	string	SEL	0%	15	Bomi, Bong, Gbarpolu, Grand Bassa, Grand Cape Mount
`F_TL`	Female population	integer	SEL	0%	15	53919, 240829, 51695, 145051, 80848
`M_TL`	Male population	integer	SEL	0%	15	56222, 235454, 57486, 145223, 86884
`T_TL`	Total population	integer	SEL	0%	15	110141, 476283, 109183, 290274, 167731

Pending (20) — 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	2020, 2020, 2020, 2020, 2020
`ADM0_EN`	ADM0_EN	string	0%	1	Liberia, Liberia, Liberia, Liberia, Liberia
`T_00_04`	Total population age 0-4	integer	0%	15	17241, 74573, 17096, 45451, 26262
`T_05_09`	Total population age 5-9	integer	0%	15	15594, 67429, 15459, 41099, 23744
`T_10_14`	Total population age 10-14	integer	0%	15	13840, 59846, 13720, 36473, 21075
`T_15_19`	Total population age 15-19	integer	0%	15	11639, 50347, 11539, 30679, 17728
`T_20_24`	Total population age 20-24	integer	0%	15	9546, 41268, 9461, 25147, 14534
`T_25_29`	Total population age 25-29	integer	0%	15	8425, 36433, 8353, 22202, 12833
`T_30_34`	Total population age 30-34	integer	0%	15	7384, 31940, 7321, 19467, 11250
`T_35_39`	Total population age 35-39	integer	0%	15	6155, 26607, 6102, 16216, 9373
`T_40_44`	Total population age 40-44	integer	0%	15	5037, 21784, 4993, 13271, 7671
`T_45_49`	Total population age 45-49	integer	0%	15	4057, 17547, 4023, 10689, 6182
`T_50_54`	Total population age 50-54	integer	0%	15	3276, 14174, 3248, 8637, 4990
`T_55_59`	Total population age 55-59	integer	0%	15	2609, 11282, 2588, 6877, 3972
`T_60_64`	Total population age 60-64	integer	0%	15	1994, 8615, 1975, 5249, 3031
`T_65_69`	Total population age 65-69	integer	0%	15	1397, 6035, 1383, 3680, 2125
`T_70_74`	Total population age 70-74	integer	0%	15	1044, 4510, 1033, 2744, 1588
`T_75_79`	Total population age 75-79	integer	0%	15	579, 2514, 577, 1524, 887
`T_80Plus`	T_80Plus	integer	0%	15	309, 1333, 305, 806, 475

2 Admin 2 — 1 table(s)

LBR Cod Ps - Lbr Codps (admin_2) — 136 rows, 25 columns

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Field details — 25 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	100	LR0101, LR0102, LR0103, LR0104, LR0201
`region_name`	Region name	string	SEL	0%	99	Dowein, Klay, Senjeh, Suehn Mecca, Boinsen
`F_TL`	Female population	integer	SEL	0%	100	8641, 15075, 19097, 11106, 5955
`M_TL`	Male population	integer	SEL	0%	100	8627, 15560, 20219, 11816, 5772
`T_TL`	Total population	integer	SEL	0%	100	17269, 30635, 39315, 22922, 11727

Pending (20) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_2, admin_2, admin_2, admin_2, admin_2
`year`	Reference year	integer	0%	1	2020, 2020, 2020, 2020, 2020
`ADM0_EN`	ADM0_EN	string	0%	1	Liberia, Liberia, Liberia, Liberia, Liberia
`T_00_04`	Total population age 0-4	integer	0%	100	2703, 4795, 6155, 3588, 1836
`T_05_09`	Total population age 5-9	integer	0%	100	2445, 4337, 5566, 3246, 1660
`T_10_14`	Total population age 10-14	integer	0%	100	2170, 3849, 4940, 2881, 1473
`T_15_19`	Total population age 15-19	integer	0%	100	1823, 3237, 4156, 2423, 1240
`T_20_24`	Total population age 20-24	integer	0%	100	1498, 2656, 3406, 1986, 1016
`T_25_29`	Total population age 25-29	integer	0%	99	1322, 2344, 3007, 1752, 897
`T_30_34`	Total population age 30-34	integer	0%	100	1158, 2053, 2636, 1537, 786
`T_35_39`	Total population age 35-39	integer	0%	97	966, 1711, 2197, 1281, 655
`T_40_44`	Total population age 40-44	integer	0%	99	789, 1401, 1799, 1048, 536
`T_45_49`	Total population age 45-49	integer	0%	97	636, 1130, 1447, 844, 432
`T_50_54`	Total population age 50-54	integer	0%	97	513, 912, 1169, 682, 349
`T_55_59`	Total population age 55-59	integer	0%	98	409, 726, 931, 543, 277
`T_60_64`	Total population age 60-64	integer	0%	96	313, 555, 712, 414, 212
`T_65_69`	Total population age 65-69	integer	0%	93	220, 388, 498, 291, 149
`T_70_74`	Total population age 70-74	integer	0%	96	162, 291, 373, 218, 110
`T_75_79`	Total population age 75-79	integer	0%	88	91, 161, 207, 120, 62
`T_80Plus`	T_80Plus	integer	0%	80	48, 86, 110, 65, 32

LBR UNHCR Refugee Data Finder LBR-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)

LBR 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%	-	-

LBR 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%	-	-

LBR World Bank Open Data LBR-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)

LBR 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	LR, LR, LR, LR, LR
`population_count`	Population count	float	SEL	2%	65	1139522.0, 1167717.0, 1197039.0, 1227414.0, 1258745.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	38.073, 38.104, 38.167, 38.309, 38.451
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	167.171498224694, 157.504686495101, 160.280325035358,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	97%	2	32.1100006103516, 59.4035765513495
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	312.5, 313.0, 312.7, 312.0, 310.5
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	96%	3	63.8, 54.1, 50.9

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

LBR 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	LR, LR, LR, LR, LR
`life_expectancy`	Life expectancy	float	SEL	3%	64	38.073, 38.104, 38.167, 38.309, 38.451
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	8%	61	105.2, 104.1, 102.5, 100.5, 98.2
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	312.5, 313.0, 312.7, 312.0, 310.5
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	39	1749.0, 1678.0, 1655.0, 1647.0, 1633.0
`fertility_rate`	Fertility rate	float	SEL	3%	64	6.391, 6.446, 6.504, 6.556, 6.585
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	63	48.356, 48.696, 49.012, 49.227, 49.26
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	25.791, 25.857, 25.889, 25.838, 25.751
`physicians_per_1000`	Physicians per 1000	float	SEL	71%	17	0.077, 0.08, 0.079, 0.08, 0.106
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	88%	8	1.322425365448, 1.57690000534058, 1.64699995517731, 0.7, 0.8
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	61%	20	52.0, 48.0, 44.0, 39.0, 35.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	2.69215393, 2.15581036, 2.16462922, 2.51847482, 5.90509653

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

LBR USAID DHS Program LBR-DHS Health Surveys

130 rows · 2 table(s) USAID DHS Program 0 1 2 3 6 SEL 3 CCL 10 ext ▶

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1 Admin 1 — 2 table(s)

LBR DHS - Ethnicity Indicators — 66 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%	60	42.4, 48.0, 20.0, 45.4, 28.1
`men_who_are_literate`	Men who are literate	float	CCL	27%	45	69.5, 65.7, 53.4, 67.2, 55.8

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	Liberia, Liberia, Liberia, Liberia, Liberia
`survey_year`	survey_year	integer	0%	6	2013, 2019, 2013, 2019, 2013
`region`	region	string	0%	21	..Bomi, ..Bomi, ..Bong, ..Bong, ..Gbarpolu
`survey_id`	survey_id	string	0%	6	LB2013DHS, LB2019DHS, LB2013DHS, LB2019DHS, LB2013DHS
`survey_type`	survey_type	string	0%	2	DHS, DHS, DHS, DHS, DHS

LBR DHS - Health Indicators — 64 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	9%	56	22.6, 31.7, 18.3, 24.9, 26.2
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	9%	38	83.0, 53.0, 57.0, 53.0, 81.0
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	9%	46	143.0, 84.0, 118.0, 80.0, 126.0
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	9%	54	72.7, 56.8, 50.4, 53.2, 52.2
`children_underweight`	Children underweight	float	CCL	25%	44	19.7, 14.2, 17.4, 9.3, 10.8

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	Liberia, Liberia, Liberia, Liberia, Liberia
`survey_year`	survey_year	integer	0%	6	2013, 2019, 2013, 2019, 2013
`region`	region	string	0%	22	..Bomi, ..Bomi, ..Bong, ..Bong, ..Gbarpolu
`survey_id`	survey_id	string	0%	6	LB2013DHS, LB2019DHS, LB2013DHS, LB2019DHS, LB2013DHS
`survey_type`	survey_type	string	0%	2	DHS, DHS, DHS, DHS, DHS

LBR Glottolog Language Catalog LBR-GLOTTOLOG Language

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

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0 Admin 0 — 1 table(s)

LBR Glottolog - Languages — 40 rows, 16 columns

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

Standards-Aligned Fields (13)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`glottocode`	Glottocode	string	CCL	0%	40	band1352, barc1235, cent2041, daho1238, dann1241
`name`	Name	string	CCL	0%	40	Bandi, Barclayville Grebo, Central Grebo, Daho-Doo, Dan
`iso639_3`	Iso639 3	string	CCL	0%	40	bza, gry, grv, das, daf
`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%	6	mand1469, krua1234, krua1234, krua1234, mand1469
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	27	band1351, barc1236, gbol1236, kono1271, dant1235
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	9	['GN', 'LR', 'SL'], ['LR'], ['LR'], ['CI', 'LR'], ['CI',...
`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%	12	6, 2, 5, 0, 29

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	3%	39	8.207, 4.67843, 4.88038, 5.72458, 7.22812
`longitude`	longitude	float	3%	39	-10.1886, -8.09378, -7.88667, -7.3558, -8.24535
`classification`	classification	string	0%	1	[], [], [], [], []

LBR LandScan Global (ORNL) LBR-LANDSCAN Modeled Population

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

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0 Admin 0 — 1 table(s)

LBR 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	LBR
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Liberia
`admin_code`	Admin code	string	SEL	0%	1	59954213B27899056136822
`area_sqkm`	Area sqkm	float	SEL	0%	1	95844.8232
`pop_2024`	Population count	integer	SEL	0%	1	5321547
`pop_density_2024`	Population density	float	SEL	0%	1	55.52

1 Admin 1 — 1 table(s)

LBR LandScan - Population Admin1 (admin_1) — 15 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	LBR, LBR, LBR, LBR, LBR
`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%	15	Montserrado, Nimba, Bong, Lofa, Grand Bassa
`admin_code`	Admin code	string	SEL	0%	15	1627179B44982627598129, 1627179B84371361469065,...
`area_sqkm`	Area sqkm	float	SEL	0%	15	1856.8083, 11426.4122, 8703.3136, 9871.6876, 7849.9123
`pop_2024`	Population count	integer	SEL	0%	15	1644493, 725897, 524506, 432111, 344153
`pop_density_2024`	Population density	float	SEL	0%	15	885.66, 63.53, 60.27, 43.77, 43.84

Locality Locality — 1 table(s)

LBR LandScan - Cities (locality) — 9 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	LBR, LBR, LBR, LBR, LBR
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	9	Monrovia, Buchanan, Ganta, Kakata, Gbarnga
`admin_code`	Admin code	integer	SEL	0%	9	50, 676, 1055, 228, 935
`area_sqkm`	Area sqkm	float	SEL	0%	9	300.0274, 18.8755, 17.8833, 14.9021, 18.8766
`pop_2024`	Population count	integer	SEL	0%	9	1627197, 68748, 54768, 50399, 49705
`pop_density_2024`	Population density	float	SEL	0%	9	5423.49, 3642.18, 3062.52, 3382.01, 2633.15

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%	9	2049818, 79368, 72447, 78566, 77865
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	9	0.794, 0.866, 0.756, 0.641, 0.638

LBR OpenFactBook LBR-OPENFACTBOOK Country Profile

14 rows · 14 table(s) OpenFactBook 0 1 2 3 92 SEL 4 CCL 560 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 — 14 table(s)

LBR 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	2022.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	32.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.lr
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	24.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	2022.0
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`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	6,000 (2021 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	6000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	(2022 est.) less than 1
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	1.72 million (2022 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	1.72
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	32 (2022 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	8 private and 1 state-owned TV station; satellite TV...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	8.0
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	24% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	15,000 (2022 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	15000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	(2022 est.) less than 1
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

LBR OpenFactBook - Economy — 1 rows, 138 columns

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Field details — 138 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	1700.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	4.75
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	50.9
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (132) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	low-income West African economy; food scarcity,...
`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	$9.308 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	9.308
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$8.882 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	8.882
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$8.484 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	8.484
`real_gdp_purchasing_power_parity_note`	real_gdp_purchasing_power_parity_note	string	0%	1	note: data in 2021 dollars
`real_gdp_growth_rate_real_gdp_growth_rate_2024_text`	Real gdp growth rate 2024 (text)	string	0%	1	4.8% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	4.8
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	4.7% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	4.7
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	4.8% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	4.8
`real_gdp_growth_rate_note`	real_gdp_growth_rate_note	string	0%	1	note: annual GDP % growth based on constant local currency
`real_gdp_per_capita_real_gdp_per_capita_2024_text`	Real gdp per capita 2024 (text)	string	0%	1	$1,700 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$1,600 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	1600.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$1,600 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	1600.0
`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	$4.75 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	10.1% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	10.1
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	7.6% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	7.6
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_text`	Inflation rate consumer prices 2021 (text)	string	0%	1	7.8% (2021 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_numeric`	Inflation rate consumer prices 2021 (numeric)	float	0%	1	7.8
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
+102 more extension fields — download the CSV/Parquet to see them all.

LBR OpenFactBook - Energy — 1 rows, 31 columns

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Field details — 31 fields (type, nulls, unique, samples)

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`electricity_access_electrification_total_population_numeric`	Electricity access percent	float	SEL	0%	1	31.8
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (27) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	31.8% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	53.7%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	53.7
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	14.9%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	14.9
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	199,000 kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	199000.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	215.96 million kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	215.96
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	179.222 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	179.222
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	66.1% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	66.1
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	1.3% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	1.3
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	32.4% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	32.4
`electricity_generation_sources_biomass_and_waste_text`	electricity_generation_sources_biomass_and_waste_text	string	0%	1	0.3% of total installed capacity (2023 est.)
`electricity_generation_sources_biomass_and_waste_numeric`	electricity_generation_sources_biomass_and_waste_numeric	float	0%	1	0.3
`coal_imports_text`	coal_imports_text	string	0%	1	75,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	75000.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	5,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	5000.0
`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	1.822 million Btu/person (2023 est.)
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric	float	0%	1	1.822
`source_section`	source_section	string	0%	1	Energy
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

LBR OpenFactBook - Environment — 1 rows, 46 columns

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Field details — 46 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	20.0
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	66.5
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	53.6
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.41
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	564500.0
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (38) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	tropical rainforest deforestation; soil erosion; loss of...
`international_environmental_agreements_party_to_text`	international_environmental_agreements_party_to_text	string	0%	1	Biodiversity, Climate Change, Climate Change-Kyoto...
`international_environmental_agreements_party_to_numeric`	international_environmental_agreements_party_to_numeric	float	0%	1	2006.0
`international_environmental_agreements_signed_but_not_ratified_text`	international_environmental_agreements_signed_but_not_ratified_text	string	0%	1	Environmental Modification, Marine Life Conservation
`climate_text`	climate_text	string	0%	1	tropical; hot, humid; dry winters with hot days and cool...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	20% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 5.2% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	5.2
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 2.1% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	2.1
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 12.7% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	12.7
`land_use_forest_text`	land_use_forest_text	string	0%	1	66.5% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	13.5% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	13.5
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	53.6% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.41% annual rate of change (2015-20 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	671,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	671000.0
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	4 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	4.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	671,000 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	671000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	41.9 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	41.9
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	564,500 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	7.9% (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	7.9
`total_water_withdrawal_municipal_text`	total_water_withdrawal_municipal_text	string	0%	1	80.2 million cubic meters (2022 est.)
`total_water_withdrawal_municipal_numeric`	total_water_withdrawal_municipal_numeric	float	0%	1	80.2
+8 more extension fields — download the CSV/Parquet to see them all.

LBR 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	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`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	Liberian(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Liberian
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Kpelle 20.2%, Bassa 13.6%, Grebo 9.9%, Gio 7.9%, Mano...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	20.2
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

LBR OpenFactBook - Geography — 1 rows, 57 columns

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Field details — 57 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	111369.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	96320.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	15049.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	1667.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	579.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	1447.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	0.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	20.0
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	66.5
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	30.0
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Western Africa, bordering the North Atlantic Ocean,...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	6 30 N, 9 30 W
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	6.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	111,369 sq km
`area_land_text`	area_land_text	string	0%	1	96,320 sq km
`area_water_text`	area_water_text	string	0%	1	15,049 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly larger than Virginia
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	1,667 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Guinea 590 km; Cote d'Ivoire 778 km; Sierra Leone 299 km
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	590.0
`coastline_text`	coastline_text	string	0%	1	579 km
`maritime_claims_territorial_sea_text`	maritime_claims_territorial_sea_text	string	0%	1	12 nm
`maritime_claims_territorial_sea_numeric`	maritime_claims_territorial_sea_numeric	float	0%	1	12.0
`maritime_claims_contiguous_zone_text`	maritime_claims_contiguous_zone_text	string	0%	1	24 nm
`maritime_claims_contiguous_zone_numeric`	maritime_claims_contiguous_zone_numeric	float	0%	1	24.0
`maritime_claims_exclusive_economic_zone_text`	maritime_claims_exclusive_economic_zone_text	string	0%	1	200 nm
`maritime_claims_exclusive_economic_zone_numeric`	maritime_claims_exclusive_economic_zone_numeric	float	0%	1	200.0
`maritime_claims_continental_shelf_text`	maritime_claims_continental_shelf_text	string	0%	1	200 nm
`maritime_claims_continental_shelf_numeric`	maritime_claims_continental_shelf_numeric	float	0%	1	200.0
`climate_text`	climate_text	string	0%	1	tropical; hot, humid; dry winters with hot days and cool...
`terrain_text`	terrain_text	string	0%	1	mostly flat to rolling coastal plains rising to rolling...
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Mount Wuteve 1,447 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Atlantic Ocean 0 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	243 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	243.0
`natural_resources_text`	natural_resources_text	string	0%	1	iron ore, timber, diamonds, gold, hydropower
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	20% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 5.2% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	5.2
+14 more extension fields — download the CSV/Parquet to see them all.

LBR OpenFactBook - Government — 1 rows, 120 columns

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Field details — 120 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	LBR
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (118) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name_conventional_long_form_text`	country_name_conventional_long_form_text	string	0%	1	Republic of Liberia
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Liberia
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	name derives from the Latin word liber, meaning "free;"...
`government_type_text`	government_type_text	string	0%	1	presidential republic
`capital_name_text`	capital_name_text	string	0%	1	Monrovia
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	6 18 N, 10 48 W
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	6.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC 0 (5 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	0.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	named after James MONROE (1758-1831), the fifth...
`capital_etymology_numeric`	capital_etymology_numeric	float	0%	1	1758.0
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	15 counties; Bomi, Bong, Gbarpolu, Grand Bassa, Grand...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	15.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of common law, based on Anglo-American law...
`constitution_history_text`	constitution_history_text	string	0%	1	previous 1847 (at independence); latest drafted 19...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1847.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by agreement of at least two thirds of both...
`constitution_amendment_process_numeric`	constitution_amendment_process_numeric	float	0%	1	10000.0
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	accepts compulsory ICJ jurisdiction with reservations;...
`citizenship_citizenship_by_birth_text`	Citizenship by birth (text)	string	0%	1	no
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	at least one parent must be a citizen of Liberia
`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	2 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	2.0
`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 Joseph BOAKAI (since 22 January 2024)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	22.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	President Joseph BOAKAI (since 22 January 2024)
`executive_branch_head_of_government_numeric`	executive_branch_head_of_government_numeric	float	0%	1	22.0
+88 more extension fields — download the CSV/Parquet to see them all.

LBR 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	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`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	With 28 ethnic groups and languages, Liberia is one of...
`background_numeric`	background_numeric	float	0%	1	28.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

LBR OpenFactBook - Languages — 1 rows, 7 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`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_text`	languages_text	string	0%	1	English 20% (official) and 27 indigenous languages,...
`languages_numeric`	languages_numeric	float	0%	1	20.0
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

LBR OpenFactBook - Migration — 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	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`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
`refugees_and_internally_displaced_persons_refugees_text`	refugees_and_internally_displaced_persons_refugees_text	string	0%	1	1,854 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	1854.0
`trafficking_in_persons_tier_rating_text`	trafficking_in_persons_tier_rating_text	string	0%	1	Tier 2 Watch List — the government did not demonstrate...
`trafficking_in_persons_tier_rating_numeric`	trafficking_in_persons_tier_rating_numeric	float	0%	1	2.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

LBR 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	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`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	Armed Forces of Liberia (AFL): Army, Liberian Coast...
`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	0.7% of GDP (2024 est.)
`military_expenditures_military_expenditures_2024_numeric`	Military expenditures 2024 (numeric)	float	0%	1	0.7
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	1.3% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	1.3
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	1.3% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	1.3
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	0.8% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	0.8
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	0.5% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	0.5
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	approximately 2,000 active Armed 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 military has a limited inventory; in recent years,...
`military_equipment_inventories_and_acquisitions_numeric`	military_equipment_inventories_and_acquisitions_numeric	float	0%	1	2025.0
`military_service_age_and_obligation_text`	military_service_age_and_obligation_text	string	0%	1	18 years of age for men and women for voluntary military...
`military_service_age_and_obligation_numeric`	military_service_age_and_obligation_numeric	float	0%	1	18.0
`military_note_text`	military_note_text	string	0%	1	the Armed Forces of Liberia (AFL) are responsible for...
`military_note_numeric`	military_note_numeric	float	0%	1	2007.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

LBR OpenFactBook - People And Society — 1 rows, 141 columns

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Field details — 141 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	5563541.0
`population_male_numeric`	Population male	float	SEL	0%	1	2774006.0
`population_female_numeric`	Population female	float	SEL	0%	1	2789535.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	38.9
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	57.9
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	3.2
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	72.0
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	66.4
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	5.6
`median_age_total_numeric`	Median age	float	SEL	0%	1	20.1
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	2.27
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	31.72
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	8.17
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-0.84
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	53.6
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.41
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.03
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	1.0
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	628.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	55.2
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	61.6
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	3.84
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.89
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.18
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	1.6
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (113) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	5,563,541 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	2,774,006
`population_female_text`	population_female_text	string	0%	1	2,789,535
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	38.9% (male 1,064,100/female 1,052,556)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	57.9% (male 1,566,263/female 1,579,835)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	3.2% (2024 est.) (male 80,961/female 93,534)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	72 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	66.4 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	5.6 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	18 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	18.0
`median_age_total_text`	median_age_total_text	string	0%	1	20.1 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	19.8 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	19.8
`median_age_female_text`	median_age_female_text	string	0%	1	20 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	20.0
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	2.27% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	31.72 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	8.17 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-0.84 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	more than half of the population lives in urban areas,...
`population_distribution_numeric`	population_distribution_numeric	float	0%	1	80.0
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	53.6% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.41% annual rate of change (2015-20 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	1.678 million MONROVIA (capital) (2023)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	1.678
`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	0.99 male(s)/female
+83 more extension fields — download the CSV/Parquet to see them all.

LBR OpenFactBook - Religions — 1 rows, 34 columns

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Field details — 34 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	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_christian_pct_synth`	Christian	numeric	CCL	0%	-	84.9
`composition_religion_muslim_pct_synth`	Muslim	numeric	CCL	0%	-	12.0
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	0.1
`composition_ethnicity_primary_label_synth`	Kpelle	string	CCL	0%	-	Kpelle

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	Christian 84.9%, Muslim 12%, Traditional 0.5%, other...
`religions_numeric`	religions_numeric	float	0%	1	84.9
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

Pending (23) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_traditional_pct_synth`	Traditional	numeric	0%	-	0.5
`composition_religion_none_pct_synth`	none	numeric	0%	-	2.6
`composition_ethnicity_kpelle_pct_synth`	Kpelle	numeric	0%	-	20.2
`composition_ethnicity_bassa_pct_synth`	Bassa	numeric	0%	-	13.6
`composition_ethnicity_grebo_pct_synth`	Grebo	numeric	0%	-	9.9
`composition_ethnicity_gio_pct_synth`	Gio	numeric	0%	-	7.9
`composition_ethnicity_mano_pct_synth`	Mano	numeric	0%	-	7.2
`composition_ethnicity_kru_pct_synth`	Kru	numeric	0%	-	5.5
`composition_ethnicity_lorma_pct_synth`	Lorma	numeric	0%	-	4.8
`composition_ethnicity_krahn_pct_synth`	Krahn	numeric	0%	-	4.5
`composition_ethnicity_kissi_pct_synth`	Kissi	numeric	0%	-	-
`composition_ethnicity_mandingo_pct_synth`	Mandingo	numeric	0%	-	4.2
`composition_ethnicity_vai_pct_synth`	Vai	numeric	0%	-	3.8
`composition_ethnicity_gola_pct_synth`	Gola	numeric	0%	-	3.8
`composition_ethnicity_gbandi_pct_synth`	Gbandi	numeric	0%	-	2.9
`composition_ethnicity_mende_pct_synth`	Mende	numeric	0%	-	1.7
`composition_ethnicity_sapo_pct_synth`	Sapo	numeric	0%	-	1.0
`composition_ethnicity_belle_pct_synth`	Belle	numeric	0%	-	0.7
`composition_ethnicity_dey_pct_synth`	Dey	numeric	0%	-	0.3
`composition_ethnicity_other_liberian_ethnic_group_pct_synth`	other Liberian ethnic group	numeric	0%	-	0.4
`composition_ethnicity_other_african_pct_synth`	other African	numeric	0%	-	3.0
`composition_ethnicity_non_african_pct_synth`	non-African	numeric	0%	-	0.2
`composition_ethnicity_primary_share_pct_synth`	Kpelle	numeric	0%	-	20.2

LBR OpenFactBook - Transportation — 1 rows, 33 columns

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Field details — 33 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	A8
`airports_numeric`	Airports count	float	SEL	0%	1	19.0
`country_code`	Country code	string	SEL	0%	1	LBR
`country_name`	Country name	string	SEL	0%	1	Liberia
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (28) — 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	8.0
`airports_text`	airports_text	string	0%	1	19 (2025)
`railways_total_text`	railways_total_text	string	0%	1	429 km (2008)
`railways_total_numeric`	railways_total_numeric	float	0%	1	429.0
`railways_standard_gauge_text`	railways_standard_gauge_text	string	0%	1	345 km (2008) 1.435-m gauge
`railways_standard_gauge_numeric`	railways_standard_gauge_numeric	float	0%	1	345.0
`railways_narrow_gauge_text`	railways_narrow_gauge_text	string	0%	1	84 km (2008) 1.067-m gauge
`railways_narrow_gauge_numeric`	railways_narrow_gauge_numeric	float	0%	1	84.0
`railways_note`	railways_note	string	0%	1	note: most sections of the railways inoperable due to...
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	4,821 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	4821.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	bulk carrier 1,895, container ship 1,013, general cargo...
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	1895.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	4 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	4.0
`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	0
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	0.0
`ports_small_text`	ports_small_text	float	0%	1	1
`ports_small_numeric`	ports_small_numeric	float	0%	1	1.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	3
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	3.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	3
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	3.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Buchanan, Cape Palmas, Greenville, Monrovia
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/li.json

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

9 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)

LBR GHS-UCDB - Cities (locality) — 9 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%	9	Monrovia, Buchanan, Kakata, Gbarnga, Ganta
`country_code`	Country code	string	SEL	0%	1	LBR, LBR, LBR, LBR, LBR
`population`	Population count	integer	SEL	0%	9	2049818, 79368, 78566, 77865, 72447

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	9	50, 676, 228, 935, 1055
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Liberia, Liberia, Liberia, Liberia, Liberia
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

LBR D-PLACE LBR-DPLACE Ethnographic Societies

7 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)

LBR D-PLACE - Dplace Ea Societies — 7 rows, 18 columns

Loading data…

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	LBR, LBR, LBR, LBR, LBR
`society_id`	Society id	string	CCL	0%	7	Af15, Af47, Af48, Af49, Af54
`society_name`	Society name	string	CCL	0%	7	Kpelle, Krahn, Kru, Sapo, Gbande
`language_glottocode`	Language glottocode	string	CCL	0%	7	libe1247, west2488, klao1243, sapo1251, band1352
`language_name`	Language name	string	CCL	0%	1	, , , ,
`kinship_system`	Kinship system	string	CCL	0%	5	EA001:1; EA002:1; EA003:1; EA004:1; EA005:6, EA001:0;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	4	EA006:1; EA007:2; EA008:4; EA009:6; EA010:8, EA006:1;...
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	7	EA028:3; EA029:6; EA030:7; EA031:4; EA032:3, EA028:3;...
`political_complexity`	Political complexity	string	CCL	0%	3	EA033:2; EA034:2; EA035:8, EA033:2; EA034:NA; EA035:NA,...
`religion_importance`	Religion importance	string	CCL	0%	4	EA034:2; EA112:6, EA034:NA; EA112:NA, EA034:NA;...
`residence_pattern`	Residence pattern	string	CCL	0%	2	EA011:1; EA012:8; EA013:3, 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	Liberia, Liberia, Liberia, Liberia, Liberia
`dataset`	dataset	string	0%	1	EA, EA, EA, EA, EA
`region`	region	string	0%	1	, , , ,
`latitude`	latitude	float	0%	5	7.0, 6.0, 5.0, 6.0, 8.0
`longitude`	longitude	float	0%	5	-9.0, -8.0, -9.0, -9.0, -10.0
`assignment_method`	assignment_method	string	0%	1	point_in_polygon, point_in_polygon, point_in_polygon,...
`assignment_confidence`	assignment_confidence	string	0%	1	approximate, approximate, approximate, approximate, approximate

LBR Ethnic Power Relations Dataset LBR-EPR Political Ethnicity

6 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)

LBR EPR - Groups — 6 rows, 8 columns

Loading data…

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	LBR, LBR, LBR, LBR, LBR
`ethnic_group_name`	Ethnic group name	string	CCL	0%	6	Gio, Mano, Kru, Krahn (Guere), Americo-Liberians
`ethnic_power_status`	Ethnic power status	string	CCL	0%	3	JUNIOR PARTNER, JUNIOR PARTNER, SENIOR PARTNER,...
`ethnic_population_share`	Ethnic population share	float	CCL	0%	6	0.08, 0.07, 0.06, 0.05, 0.02
`ethnic_group_id`	Ethnic group id	float	CCL	0%	6	45003020, 45003080, 45003060, 45003050, 45001000
`regional_autonomy`	Regional autonomy	string	CCL	0%	1	false, false, false, false, false

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

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

LBR Afrobarometer LBR-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)

LBR Afrobarometer - Economic Indicators — 1 rows, 9 columns

Loading data…

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	LBR
`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

LBR Afrobarometer - Gender Indicators — 1 rows, 9 columns

Loading data…

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	LBR
`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

LBR 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	LBR
`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

LBR Afrobarometer - Migration Indicators — 1 rows, 8 columns

Loading data…

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	LBR
`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

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

Loading data…

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	LBR
`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

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

5 rows · 2 table(s) 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)

LBR Nga Gns - Language — 4 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	LBR, LBR, LBR, LBR
`gns_language_code`	gns_language_code	string	CCL	0%	4	eng, fra, spa, deu
`gns_language_name`	gns_language_name	string	CCL	0%	4	English, French, Spanish, German
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	3	1281, 4, 1, 1
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	3	99.5338, 0.3108, 0.0777, 0.0777
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	1	0, 0, 0, 0
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	1	, , ,
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	1	, , ,
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0, 0, 0, 0

LBR Nga Gns - Summary — 1 rows, 29 columns

Loading data…

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	LBR
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Liberia
`gns_language_count`	gns_language_count	integer	CCL	0%	1	4
`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 (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	14249
`gns_feature_count`	gns_feature_count	integer	0%	1	8650
`gns_endonym_count`	gns_endonym_count	integer	0%	1	14249
`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_populated_places`	gns_name_count_populated_places	integer	0%	1	10427
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	6199
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	1509
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	863
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	632
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	396
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	1102
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	843
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	503
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	298
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	22
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	13
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	51
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	35
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	3
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	3

LBR Global Organized Crime Index LBR-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)

LBR Organized Crime Scores 2025 — 1 rows, 35 columns

Loading data…

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

Language	Place names	Share	Script
English (eng)	1,281	99.5%	—
French (fra)	4	0.3%	—
Spanish (spa)	1	0.1%	—
German (deu)	1	0.1%	—

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