Benin

BEN World Bank Open Data BEN-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)

BEN 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	BJ, BJ, BJ, BJ, BJ
`population_count`	Population count	float	SEL	2%	65	2517286.0, 2559223.0, 2604659.0, 2652908.0, 2704003.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	38.775, 39.233, 39.643, 40.081, 40.502
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	89.8569246539715, 92.085848129765, 90.7738610077473,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	86%	9	16.4799995422363, 27.25, 34.6599998474121,...
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	312.0, 307.1, 301.9, 296.3, 290.7
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	86%	8	29.0, 39.0, 37.5, 33.0, 35.2

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

BEN 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	BJ, BJ, BJ, BJ, BJ
`life_expectancy`	Life expectancy	float	SEL	3%	64	38.775, 39.233, 39.643, 40.081, 40.502
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	3%	64	64.3, 64.0, 63.5, 63.0, 62.4
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	312.0, 307.1, 301.9, 296.3, 290.7
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	35	910.0, 858.0, 817.0, 765.0, 732.0
`fertility_rate`	Fertility rate	float	SEL	3%	62	6.282, 6.402, 6.457, 6.51, 6.565
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	63	45.759, 46.737, 47.113, 47.392, 47.62
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	28.056, 27.654, 27.278, 26.843, 26.41
`physicians_per_1000`	Physicians per 1000	float	SEL	64%	21	0.04, 0.03, 0.034, 0.059, 0.059
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	67%	17	1.22574877738953, 1.15489995479584, 1.46490001678467,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	39%	20	17.0, 17.0, 25.0, 30.0, 48.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	2.9591713, 3.30417323, 3.09589195, 3.11678505, 3.23273873

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

BEN 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	BEN, BEN, BEN, BEN, BEN
`country_name`	country_name	string	0%	1	Benin, Benin, Benin, Benin, Benin
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964
`intl_migrant_stock`	intl_migrant_stock	float	88%	8	76751.0, 105703.0, 134655.0, 248320.0, 309225.0
`intl_migrant_stock_pct`	intl_migrant_stock_pct	float	88%	6	1.5, 1.7, 1.9, 2.9, 3.2
`net_migration`	net_migration	float	0%	62	-4722.0, -4791.0, -4844.0, -4847.0, -4839.0
`remittances_received_usd`	remittances_received_usd	float	24%	50	7382490.635, 17591100.69, 28039279.94, 39181098.94, 56236076.35
`remittances_received_pct_gdp`	remittances_received_pct_gdp	float	24%	50	1.33100620909527, 2.59888856688582, 4.01474058494485,...
`remittances_paid_usd`	remittances_paid_usd	float	24%	50	2687941.313, 2664328.575, 1330819.607, 1208891.153, 1511150.599

BEN USAID DHS Program BEN-DHS Health Surveys

130 rows · 2 tables · 2017 USAID DHS Program 0 1 2 3 6 SEL 3 CCL 10 ext ▶

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1 Admin 1 — 2 table(s)

BEN DHS - Ethnicity Indicators — 62 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%	57	6.6, 8.4, 13.6, 16.1, 16.6
`men_who_are_literate`	Men who are literate	float	CCL	0%	60	23.1, 14.0, 39.0, 41.6, 39.0

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	Benin, Benin, Benin, Benin, Benin
`survey_year`	survey_year	integer	0%	4	2006, 2012, 2017, 2006, 2012
`region`	region	string	0%	18	..Alibori, ..Alibori, ..Alibori, ..Atacora, ..Atacora
`survey_id`	survey_id	string	0%	4	BJ2006DHS, BJ2012DHS, BJ2017DHS, BJ2006DHS, BJ2012DHS
`survey_type`	survey_type	string	0%	1	DHS, DHS, DHS, DHS, DHS

BEN DHS - Health Indicators — 68 rows, 11 columns

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

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	100%	-	-
`contraception_modern_pct`	Contraception modern percent	float	SEL	0%	54	4.0, 7.3, 13.3, 5.9, 7.8
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	0%	49	86.0, 58.0, 53.0, 93.0, 38.0
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	0%	55	164.0, 111.0, 98.0, 176.0, 67.0
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	0%	61	42.6, 26.3, 47.2, 49.7, 59.5
`children_underweight`	Children underweight	float	CCL	27%	43	30.2, 19.4, 30.1, 18.8, 18.5

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	Benin, Benin, Benin, Benin, Benin
`survey_year`	survey_year	integer	0%	5	2006, 2012, 2017, 2006, 2012
`region`	region	string	0%	18	..Alibori, ..Alibori, ..Alibori, ..Atacora, ..Atacora
`survey_id`	survey_id	string	0%	5	BJ2006DHS, BJ2012DHS, BJ2017DHS, BJ2006DHS, BJ2012DHS
`survey_type`	survey_type	string	0%	1	DHS, DHS, DHS, DHS, DHS

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

90 rows · 3 tables · 2024 HDX COD — Population Statistics (OCHA/UNFPA) 0 1 2 3 15 SEL ▶

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0 Admin 0 — 1 table(s)

BEN COD PS - BEN Codps (admin_0) — 1 rows, 59 columns

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Field details — 59 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	1	BJ
`region_name`	Region name	string	SEL	0%	1	Benin
`F_TL`	Female population	integer	SEL	0%	1	7443794
`M_TL`	Male population	integer	SEL	0%	1	7253258
`T_TL`	Total population	integer	SEL	0%	1	14697052

Pending (54) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_0
`year`	Reference year	integer	0%	1	2024
`year`	year	integer	0%	1	2024
`F_00_04`	Female population age 0-4	integer	0%	1	1284392
`F_05_09`	Female population age 5-9	integer	0%	1	1097100
`F_10_14`	Female population age 10-14	integer	0%	1	912709
`F_15_19`	Female population age 15-19	integer	0%	1	765402
`F_20_24`	Female population age 20-24	integer	0%	1	688274
`F_25_29`	Female population age 25-29	integer	0%	1	585652
`F_30_34`	Female population age 30-34	integer	0%	1	483017
`F_35_39`	Female population age 35-39	integer	0%	1	393747
`F_40_44`	Female population age 40-44	integer	0%	1	316968
`F_45_49`	Female population age 45-49	integer	0%	1	274252
`F_50_54`	Female population age 50-54	integer	0%	1	210503
`F_55_59`	Female population age 55-59	integer	0%	1	128147
`F_60_64`	Female population age 60-64	integer	0%	1	105824
`F_65_69`	Female population age 65-69	integer	0%	1	82767
`F_70_74`	Female population age 70-74	integer	0%	1	54837
`F_75_79`	Female population age 75-79	integer	0%	1	34486
`F_80Plus`	F_80Plus	integer	0%	1	25717
`M_00_04`	Male population age 0-4	integer	0%	1	1325935
`M_05_09`	Male population age 5-9	integer	0%	1	1112503
`M_10_14`	Male population age 10-14	integer	0%	1	921589
`M_15_19`	Male population age 15-19	integer	0%	1	773131
`M_20_24`	Male population age 20-24	integer	0%	1	686499
`M_25_29`	Male population age 25-29	integer	0%	1	562971
`M_30_34`	Male population age 30-34	integer	0%	1	436767
`M_35_39`	Male population age 35-39	integer	0%	1	341520
`M_40_44`	Male population age 40-44	integer	0%	1	276334
`M_45_49`	Male population age 45-49	integer	0%	1	245588
+24 more pending fields — download the CSV/Parquet to see them all.

1 Admin 1 — 1 table(s)

BEN COD PS - BEN Codps (admin_1) — 12 rows, 59 columns

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Field details — 59 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	12	BJ01, BJ02, BJ03, BJ04, BJ05
`region_name`	Region name	string	SEL	0%	12	Alibori, Atacora, Atlantique, Borgou, Collines
`F_TL`	Female population	integer	SEL	0%	12	694204, 528828, 1225865, 982878, 468328
`M_TL`	Male population	integer	SEL	0%	12	700304, 520300, 1210300, 1002482, 462023
`T_TL`	Total population	integer	SEL	0%	12	1394508, 1049128, 2436165, 1985360, 930351

Pending (54) — 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	2024, 2024, 2024, 2024, 2024
`year`	year	integer	0%	1	2024, 2024, 2024, 2024, 2024
`F_00_04`	Female population age 0-4	integer	0%	12	140174, 100736, 203304, 196268, 75307
`F_05_09`	Female population age 5-9	integer	0%	12	120665, 86715, 161823, 160155, 67749
`F_10_14`	Female population age 10-14	integer	0%	12	85670, 64117, 145911, 119230, 61895
`F_15_19`	Female population age 15-19	integer	0%	12	76150, 52468, 120650, 108145, 51324
`F_20_24`	Female population age 20-24	integer	0%	12	64722, 45771, 118836, 95278, 42141
`F_25_29`	Female population age 25-29	integer	0%	12	52951, 36364, 105216, 74025, 34365
`F_30_34`	Female population age 30-34	integer	0%	12	41179, 32336, 86156, 59967, 29381
`F_35_39`	Female population age 35-39	integer	0%	12	29825, 23535, 73237, 42307, 24750
`F_40_44`	Female population age 40-44	integer	0%	12	24391, 22106, 55852, 35679, 20318
`F_45_49`	Female population age 45-49	integer	0%	12	16708, 17360, 51505, 27904, 17128
`F_50_54`	Female population age 50-54	integer	0%	12	15033, 15609, 35488, 22202, 13480
`F_55_59`	Female population age 55-59	integer	0%	12	8022, 8558, 22567, 12373, 8163
`F_60_64`	Female population age 60-64	integer	0%	12	6993, 8316, 16196, 10634, 7277
`F_65_69`	Female population age 65-69	integer	0%	12	4388, 6146, 12059, 7173, 6447
`F_70_74`	Female population age 70-74	integer	0%	12	3918, 4686, 7378, 5687, 4075
`F_75_79`	Female population age 75-79	integer	0%	12	1731, 2256, 5338, 3275, 2829
`F_80Plus`	F_80Plus	integer	0%	12	1684, 1749, 4349, 2576, 1699
`M_00_04`	Male population age 0-4	integer	0%	12	141752, 103911, 212814, 200184, 79312
`M_05_09`	Male population age 5-9	integer	0%	12	119676, 90626, 164813, 159654, 69943
`M_10_14`	Male population age 10-14	integer	0%	12	87524, 68967, 140519, 122817, 65243
`M_15_19`	Male population age 15-19	integer	0%	12	70219, 52312, 120435, 104582, 57100
`M_20_24`	Male population age 20-24	integer	0%	12	61636, 44302, 126154, 98534, 43914
`M_25_29`	Male population age 25-29	integer	0%	12	52906, 34510, 104991, 77040, 32946
`M_30_34`	Male population age 30-34	integer	0%	12	40998, 28273, 80960, 59608, 25194
`M_35_39`	Male population age 35-39	integer	0%	12	30168, 20536, 66394, 42362, 20237
`M_40_44`	Male population age 40-44	integer	0%	12	25020, 18253, 51182, 35163, 17191
`M_45_49`	Male population age 45-49	integer	0%	12	19973, 14854, 48685, 29147, 14588
+24 more pending fields — download the CSV/Parquet to see them all.

2 Admin 2 — 1 table(s)

BEN COD PS - BEN Codps (admin_2) — 77 rows, 59 columns

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Field details — 59 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	77	BJ0101, BJ0102, BJ0103, BJ0104, BJ0105
`region_name`	Region name	string	SEL	0%	77	Banikoara, Gogounou, Kandi, Karimama, Malanville
`F_TL`	Female population	integer	SEL	0%	77	191659, 83434, 161262, 52923, 134086
`M_TL`	Male population	integer	SEL	0%	77	192724, 82804, 162114, 53942, 134768
`T_TL`	Total population	integer	SEL	0%	77	384383, 166238, 323376, 106865, 268854

Pending (54) — 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	2024, 2024, 2024, 2024, 2024
`year`	year	integer	0%	1	2024, 2024, 2024, 2024, 2024
`F_00_04`	Female population age 0-4	integer	0%	76	37497, 17255, 32522, 10907, 26707
`F_05_09`	Female population age 5-9	integer	0%	77	33952, 14348, 27989, 9225, 22673
`F_10_14`	Female population age 10-14	integer	0%	77	23745, 10385, 20026, 6318, 16394
`F_15_19`	Female population age 15-19	integer	0%	77	21508, 9460, 17347, 5132, 14681
`F_20_24`	Female population age 20-24	integer	0%	77	17943, 7421, 15246, 4837, 12776
`F_25_29`	Female population age 25-29	integer	0%	77	14717, 6155, 12460, 4010, 10406
`F_30_34`	Female population age 30-34	integer	0%	77	10991, 4902, 9642, 3310, 8245
`F_35_39`	Female population age 35-39	integer	0%	77	8261, 3568, 6818, 2437, 5926
`F_40_44`	Female population age 40-44	integer	0%	76	6291, 2876, 5587, 2118, 5184
`F_45_49`	Female population age 45-49	integer	0%	77	4404, 1938, 4060, 1408, 3421
`F_50_54`	Female population age 50-54	integer	0%	77	4124, 1812, 3335, 1316, 3028
`F_55_59`	Female population age 55-59	integer	0%	77	2368, 958, 1959, 573, 1508
`F_60_64`	Female population age 60-64	integer	0%	76	2061, 879, 1607, 537, 1207
`F_65_69`	Female population age 65-69	integer	0%	75	1317, 541, 1081, 356, 689
`F_70_74`	Female population age 70-74	integer	0%	74	1175, 539, 950, 251, 651
`F_75_79`	Female population age 75-79	integer	0%	74	668, 196, 309, 133, 272
`F_80Plus`	F_80Plus	integer	0%	71	637, 201, 324, 55, 318
`M_00_04`	Male population age 0-4	integer	0%	77	37997, 17421, 32802, 10951, 26767
`M_05_09`	Male population age 5-9	integer	0%	76	33130, 14463, 28259, 8925, 22160
`M_10_14`	Male population age 10-14	integer	0%	77	25023, 10520, 19956, 6443, 16331
`M_15_19`	Male population age 15-19	integer	0%	77	20028, 8310, 16142, 5124, 13174
`M_20_24`	Male population age 20-24	integer	0%	77	17225, 7033, 14211, 4899, 12017
`M_25_29`	Male population age 25-29	integer	0%	77	15072, 6182, 12484, 3742, 10009
`M_30_34`	Male population age 30-34	integer	0%	77	11033, 4761, 9769, 3073, 7872
`M_35_39`	Male population age 35-39	integer	0%	77	8335, 3435, 7097, 2255, 5909
`M_40_44`	Male population age 40-44	integer	0%	77	6312, 2895, 5620, 2204, 5453
`M_45_49`	Male population age 45-49	integer	0%	74	5150, 2190, 4792, 1649, 4277
+24 more pending fields — download the CSV/Parquet to see them all.

BEN UNHCR Refugee Data Finder BEN-UNHCR Migration

84 rows · 2 tables · 2025 UNHCR Refugee Data Finder 0 1 2 3 12 CCL 36 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)

BEN UNHCR - Hosted Populations — 44 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%	-	-

BEN UNHCR - Origin Populations — 40 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%	-	-

BEN Glottolog Language Catalog BEN-GLOTTOLOG Language

57 rows · 1 table · 2024 Glottolog Language Catalog 0 1 2 3 12 CCL 4 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)

BEN Glottolog - Languages — 57 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%	57	agun1238, ajab1235, amer1248, anii1245, anuf1239
`name`	Name	string	CCL	0%	57	Aguna, Aja (Benin), American Sign Language, Anii, Anufo
`iso639_3`	Iso639 3	string	CCL	0%	57	aug, ajg, ase, blo, cko
`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%	5	atla1278, atla1278, sign1238, atla1278, atla1278
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	37	ewei1234, gbee1241, amer1258, basi1245, nort2767
`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%	10	0, 4, 2, 7, 0

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	57	7.49256, 7.06634, 33.8117, 9.11127, 10.2839
`longitude`	longitude	float	0%	57	1.74452, 1.64992, -81.6121, 1.60169, 0.56021
`country_codes`	Country codes	string	0%	10	['BJ', 'TG'], ['BJ', 'TG'], ['BB', 'BF', 'BJ', 'BO',...
`classification`	classification	string	0%	1	[], [], [], [], []

BEN LandScan Global (ORNL) BEN-LANDSCAN Modeled Population

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

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

0 Admin 0 — 1 table(s)

BEN 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	BEN
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	The Republic of Benin
`admin_code`	Admin code	string	SEL	0%	1	84139743B99999625492710
`area_sqkm`	Area sqkm	float	SEL	0%	1	115453.6436
`pop_2024`	Population count	integer	SEL	0%	1	14629375
`pop_density_2024`	Population density	float	SEL	0%	1	126.71

1 Admin 1 — 1 table(s)

BEN LandScan - Population Admin1 (admin_1) — 12 rows, 7 columns

Loading data…

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	BEN, BEN, BEN, BEN, BEN
`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%	12	Atlanique, Borgou, Oueme, Alibori, Zou
`admin_code`	Admin code	string	SEL	0%	12	11314189B92184841279532, 11314189B6086502013331,...
`area_sqkm`	Area sqkm	float	SEL	0%	12	3203.4842, 25015.2262, 1368.4205, 26516.851, 5046.2179
`pop_2024`	Population count	integer	SEL	0%	12	2176001, 1956049, 1439642, 1364394, 1163506
`pop_density_2024`	Population density	float	SEL	0%	12	679.26, 78.19, 1052.05, 51.45, 230.57

Locality Locality — 1 table(s)

BEN LandScan - Cities (locality) — 24 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	BEN, BEN, BEN, BEN, BEN
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	24	Cotonou, Porto-Novo, Parakou, Bohicon, Whydah
`admin_code`	Admin code	integer	SEL	0%	24	1588, 1949, 2031, 1067, 1182
`area_sqkm`	Area sqkm	float	SEL	0%	24	475.873, 148.028, 78.4989, 66.5654, 22.8498
`pop_2024`	Population count	integer	SEL	0%	24	2110500, 864132, 363935, 299164, 197063
`pop_density_2024`	Population density	float	SEL	0%	24	4435.01, 5837.63, 4636.18, 4494.29, 8624.28

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%	24	2647117, 815040, 392541, 278594, 134852
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	24	0.797, 1.06, 0.927, 1.074, 1.461

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

24 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)

BEN GHS-UCDB - Cities (locality) — 24 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%	24	Cotonou, Porto-Novo, Parakou, Bohicon, Djougou
`country_code`	Country code	string	SEL	0%	1	BEN, BEN, BEN, BEN, BEN
`population`	Population count	integer	SEL	0%	24	2647117, 815040, 392541, 278594, 157893

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	24	1588, 1949, 2031, 1067, 401
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Benin, Benin, Benin, Benin, Benin
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

BEN OpenFactBook BEN-OPENFACTBOOK Country Profile

15 rows · 15 tables · 2024 OpenFactBook 0 1 2 3 94 SEL 3 CCL 582 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 — 15 table(s)

BEN 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	2024.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	126.0
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	32.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	2023.0
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`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	1,350 (2024 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	1350.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	(2024 est.) less than 1
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	18.2 million (2024 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	18.2
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	126 (2024 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	state-run Office de Radiodiffusion et de Télévision du...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	2019.0
`internet_country_code_text`	Internet country code text	string	0%	1	.bj
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	32% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	24,000 (2023 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	24000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	(2023 est.) less than 1
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN OpenFactBook - Economy — 1 rows, 138 columns

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Field details — 144 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	3900.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	21.483
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	38.5
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (138) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	robust economic growth; slightly declining but still...
`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	$56.424 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	56.424
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$52.51 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	52.51
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$49.374 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	49.374
`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	7.5% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	7.5
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	6.4% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	6.4
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	6.3% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	6.3
`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	$3,900 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$3,700 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	3700.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$3,600 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	3600.0
`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	$21.483 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	1.2% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	1.2
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	2.7% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	2.7
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	1.4% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	1.4
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
+108 more extension fields — download the CSV/Parquet to see them all.

BEN OpenFactBook - Energy — 1 rows, 41 columns

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Field details — 41 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	56.5
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	56.5% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	71.1%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	71.1
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	45.5%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	45.5
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	505,000 kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	505000.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	1.459 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	1.459
`electricity_exports_text`	electricity_exports_text	string	0%	1	2 million kWh (2023 est.)
`electricity_exports_numeric`	electricity_exports_numeric	float	0%	1	2.0
`electricity_imports_text`	electricity_imports_text	string	0%	1	844.888 million kWh (2023 est.)
`electricity_imports_numeric`	electricity_imports_numeric	float	0%	1	844.888
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	385 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	385.0
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	96.7% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	96.7
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	3.3% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	3.3
`coal_consumption_text`	coal_consumption_text	string	0%	1	164,000 metric tons (2023 est.)
`coal_consumption_numeric`	coal_consumption_numeric	float	0%	1	164000.0
`coal_imports_text`	coal_imports_text	string	0%	1	164,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	164000.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	40,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	40000.0
`petroleum_crude_oil_estimated_reserves_text`	petroleum_crude_oil_estimated_reserves_text	string	0%	1	8 million barrels (2021 est.)
`petroleum_crude_oil_estimated_reserves_numeric`	petroleum_crude_oil_estimated_reserves_numeric	float	0%	1	8.0
`natural_gas_consumption_text`	natural_gas_consumption_text	string	0%	1	157.25 million cubic meters (2023 est.)
`natural_gas_consumption_numeric`	natural_gas_consumption_numeric	float	0%	1	157.25
`natural_gas_imports_text`	natural_gas_imports_text	string	0%	1	157.25 million cubic meters (2023 est.)
+7 more extension fields — download the CSV/Parquet to see them all.

BEN OpenFactBook - Environment — 1 rows, 51 columns

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Field details — 56 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	41.8
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	28.5
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	50.1
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.74
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	685900.0
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (48) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	inadequate supplies of potable water; water pollution;...
`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	none of the selected agreements
`climate_text`	climate_text	string	0%	1	tropical; hot, humid in south; semiarid in north
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	41.8% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 31.4% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	31.4
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 5.5% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	5.5
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 4.9% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	4.9
`land_use_forest_text`	land_use_forest_text	string	0%	1	28.5% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	29.7% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	29.7
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	50.1% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.74% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	5.948 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	5.948
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	379,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_numeric`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_numeric	float	0%	1	379000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	5.263 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	5.263
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	306,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_consumed_natural_gas_numeric`	carbon_dioxide_emissions_from_consumed_natural_gas_numeric	float	0%	1	306000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	32.6 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	32.6
`methane_emissions_energy_text`	methane_emissions_energy_text	string	0%	1	63.4 kt (2022-2024 est.)
`methane_emissions_energy_numeric`	methane_emissions_energy_numeric	float	0%	1	63.4
`methane_emissions_agriculture_text`	methane_emissions_agriculture_text	string	0%	1	106.1 kt (2019-2021 est.)
+18 more extension fields — download the CSV/Parquet to see them all.

BEN 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	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`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	Beninese (singular and plural)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Beninese
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Fon and related 38.4%, Adja and related 15.1%, Yoruba...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	38.4
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN OpenFactBook - Geography — 1 rows, 52 columns

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Field details — 56 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	112622.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	110622.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	2000.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	2123.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	121.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	675.0
`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	41.8
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	28.5
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	530.0
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (43) — 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 Bight of Benin, between...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	9 30 N, 2 15 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	9.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	112,622 sq km
`area_land_text`	area_land_text	string	0%	1	110,622 sq km
`area_water_text`	area_water_text	string	0%	1	2,000 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly smaller than Pennsylvania
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	2,123 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Burkina Faso 386 km; Niger 277 km; Nigeria 809 km; Togo 651 km
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	386.0
`coastline_text`	coastline_text	string	0%	1	121 km
`maritime_claims_territorial_sea_text`	maritime_claims_territorial_sea_text	string	0%	1	200 nm; note: the US does not recognize this claim
`maritime_claims_territorial_sea_numeric`	maritime_claims_territorial_sea_numeric	float	0%	1	200.0
`maritime_claims_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
`maritime_claims_exclusive_fishing_zone_text`	maritime_claims_exclusive_fishing_zone_text	string	0%	1	200 nm
`maritime_claims_exclusive_fishing_zone_numeric`	maritime_claims_exclusive_fishing_zone_numeric	float	0%	1	200.0
`climate_text`	climate_text	string	0%	1	tropical; hot, humid in south; semiarid in north
`terrain_text`	terrain_text	string	0%	1	mostly flat to undulating plain; some hills and low mountains
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	unnamed elevation 675 m; located 2.5 km southeast of the...
`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	273 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	273.0
`natural_resources_text`	natural_resources_text	string	0%	1	small offshore oil deposits, limestone, marble, timber
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	41.8% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 31.4% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	31.4
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 5.5% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	5.5
+13 more extension fields — download the CSV/Parquet to see them all.

BEN OpenFactBook - Government — 1 rows, 80 columns

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Field details — 106 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	BEN
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (104) — 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 Benin
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Benin
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	République du Benin
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Benin
`country_name_former_text`	country_name_former_text	string	0%	1	Dahomey, People's Republic of Benin
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the current name comes from a local ethnic group, the...
`government_type_text`	government_type_text	string	0%	1	presidential republic
`capital_name_text`	capital_name_text	string	0%	1	Porto-Novo (constitutional capital); Cotonou (seat of government)
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	6 29 N, 2 37 E
`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+1 (6 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	1.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the name Porto-Novo is Portuguese for "new port";...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	12 departments; Alibori, Atacora, Atlantique, Borgou,...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	12.0
`legal_system_text`	legal_system_text	string	0%	1	civil law system modeled largely on the French system...
`constitution_history_text`	constitution_history_text	string	0%	1	previous 1946, 1958 (pre-independence); latest adopted...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1946.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed concurrently by the president of the republic...
`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 must be a citizen of Benin
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	yes
`citizenship_residency_requirement_for_naturalization_text`	citizenship_residency_requirement_for_naturalization_text	string	0%	1	10 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	10.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	President Patrice TALON (since 6 April 2016)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	6.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	President Patrice TALON (since 6 April 2016)
+74 more extension fields — download the CSV/Parquet to see them all.

BEN OpenFactBook - Introduction — 1 rows, 6 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`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	Present-day Benin is comprised of about 42 ethnic...
`background_numeric`	background_numeric	float	0%	1	42.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN OpenFactBook - Languages — 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	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`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	55 languages; French (official); Fon (a Gbe language),...
`languages_numeric`	languages_numeric	float	0%	1	55.0
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN 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	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`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	23,225 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	23225.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	12,501 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	12501.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN OpenFactBook - Military And Security — 1 rows, 20 columns

Loading data…

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	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`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	Beninese Armed Forces (Forces Armees Beninoises, FAB;...
`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	0.5% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	0.5
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	0.7% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	0.7
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	0.7% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	0.7
`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	estimated 10-12,000 active duty Armed Forces (including...
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	10.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the military is equipped with a mix of older,...
`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	18-30 years of age for voluntary and selective...
`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 Beninese Armed Forces (FAB) are responsible for...
`military_note_numeric`	military_note_numeric	float	0%	1	2022.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN OpenFactBook - People And Society — 1 rows, 139 columns

Loading data…

Field details — 152 fields (type, nulls, unique, samples)

Standards-Aligned Fields (29)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	15186090.0
`population_male_numeric`	Population male	float	SEL	0%	1	7500771.0
`population_female_numeric`	Population female	float	SEL	0%	1	7685319.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	45.3
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	52.2
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	2.5
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	91.1
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	86.3
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	4.8
`median_age_total_numeric`	Median age	float	SEL	0%	1	17.2
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	3.26
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	39.82
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	7.45
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	0.22
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	50.1
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.74
`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	0.97
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	518.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	51.6
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	63.0
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	5.3
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	2.59
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.22
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	0.4
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	51.4
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (123) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	15,186,090 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	7,500,771
`population_female_text`	population_female_text	string	0%	1	7,685,319
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	45.3% (male 3,360,027/female 3,294,201)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	52.2% (male 3,727,040/female 3,951,786)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	2.5% (2024 est.) (male 166,191/female 197,807)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	91.1 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	86.3 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	4.8 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	21 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	21.0
`median_age_total_text`	median_age_total_text	string	0%	1	17.2 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	16.6 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	16.6
`median_age_female_text`	median_age_female_text	string	0%	1	17.7 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	17.7
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	3.26% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	39.82 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	7.45 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	0.22 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	the population is primarily located in the south, with...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	50.1% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.74% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	285,000 PORTO-NOVO (capital) (2018); 1.253 million...
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	285000.0
`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	1.02 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.02
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	0.94 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	0.94
+93 more extension fields — download the CSV/Parquet to see them all.

BEN OpenFactBook - Religions — 1 rows, 6 columns

Loading data…

Field details — 30 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	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_muslim_pct_synth`	Muslim	numeric	CCL	0%	-	27.7
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	2.6
`composition_ethnicity_primary_label_synth`	Fon and related	string	CCL	0%	-	Fon and related

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 27.7%, Roman Catholic 25.5%, Protestant 13.5%...
`religions_numeric`	religions_numeric	float	0%	1	27.7
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

Pending (20) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_roman_catholic_pct_synth`	Roman Catholic	numeric	0%	-	25.5
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	13.5
`composition_religion_protestant__celestial_pct_synth`	Celestial	numeric	0%	-	6.7
`composition_religion_protestant__methodist_pct_synth`	Methodist	numeric	0%	-	3.4
`composition_religion_protestant__other_protestant_pct_synth`	other Protestant	numeric	0%	-	3.4
`composition_religion_vodoun_pct_synth`	Vodoun	numeric	0%	-	11.6
`composition_religion_other_christian_pct_synth`	other Christian	numeric	0%	-	9.5
`composition_religion_other_traditional_religions_pct_synth`	other traditional religions	numeric	0%	-	2.6
`composition_religion_none_pct_synth`	none	numeric	0%	-	5.8
`composition_ethnicity_fon_and_related_pct_synth`	Fon and related	numeric	0%	-	38.4
`composition_ethnicity_adja_and_related_pct_synth`	Adja and related	numeric	0%	-	15.1
`composition_ethnicity_yoruba_and_related_pct_synth`	Yoruba and related	numeric	0%	-	12.0
`composition_ethnicity_bariba_and_related_pct_synth`	Bariba and related	numeric	0%	-	9.6
`composition_ethnicity_fulani_and_related_pct_synth`	Fulani and related	numeric	0%	-	8.6
`composition_ethnicity_ottamari_and_related_pct_synth`	Ottamari and related	numeric	0%	-	6.1
`composition_ethnicity_yoa_lokpa_and_related_pct_synth`	Yoa-Lokpa and related	numeric	0%	-	4.3
`composition_ethnicity_dendi_and_related_pct_synth`	Dendi and related	numeric	0%	-	2.9
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	0.9
`composition_ethnicity_foreigner_pct_synth`	foreigner	numeric	0%	-	1.9
`composition_ethnicity_primary_share_pct_synth`	Fon and related	numeric	0%	-	38.4

BEN OpenFactBook - Terrorism — 1 rows, 6 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`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	Jama’at Nusrat al Islam wal Muslimeen (JNIM); Islamic...
`source_section`	source_section	string	0%	1	Terrorism
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN OpenFactBook - Transportation — 1 rows, 28 columns

Loading data…

Field details — 29 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	10.0
`country_code`	Country code	string	SEL	0%	1	BEN
`country_name`	Country name	string	SEL	0%	1	Benin
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (25) — 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	TY
`airports_text`	airports_text	string	0%	1	10 (2025)
`railways_total_text`	railways_total_text	string	0%	1	438 km (2014)
`railways_total_numeric`	railways_total_numeric	float	0%	1	438.0
`railways_narrow_gauge_text`	railways_narrow_gauge_text	string	0%	1	438 km (2014) 1.000-m gauge
`railways_narrow_gauge_numeric`	railways_narrow_gauge_numeric	float	0%	1	438.0
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	6 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	6.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	other 6
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	6.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	1 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	1.0
`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	1
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	1.0
`ports_small_text`	ports_small_text	float	0%	1	0
`ports_small_numeric`	ports_small_numeric	float	0%	1	0.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	0
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	0.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	1
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	1.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Cotonou
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/bn.json

BEN D-PLACE BEN-DPLACE Ethnographic Societies

12 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)

BEN D-PLACE - Dplace Ea Societies — 6 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	BEN, BEN, BEN, BEN, BEN
`society_id`	Society id	string	CCL	0%	6	Af1, Ag49, Ag50, Ag51, Ag52
`society_name`	Society name	string	CCL	0%	6	Fon, Kabre, Moba, Somba, Tem
`language_glottocode`	Language glottocode	string	CCL	0%	6	fonn1241, kabi1261, moba1244, dita1238, temm1241
`language_name`	Language name	string	CCL	0%	1	, , , ,
`kinship_system`	Kinship system	string	CCL	0%	4	EA017:5; EA018:5; EA019:1; EA020:1; EA021:9; EA022:9;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	6	EA006:1; EA007:2; EA008:5; EA009:5; EA023:13; EA025:15,...
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	6	EA001:0; EA002:2; EA003:1; EA004:2; EA005:5; EA028:3;...
`political_complexity`	Political complexity	string	CCL	0%	5	EA032:3; EA033:4, EA032:3; EA033:1, EA032:2; EA033:2,...
`religion_importance`	Religion importance	string	CCL	0%	3	EA034:1; EA112:7, EA034:2; EA112:NA, EA034:2; EA112:NA,...
`residence_pattern`	Residence pattern	string	CCL	0%	3	EA010:8; EA011:1; EA012:8; EA013:3; EA014:9, EA010:8;...
`settlement_pattern`	settlement_pattern	string	CCL	0%	4	EA030:7; EA031:7, EA030:6; EA031:NA, EA030:6; 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	Benin, Benin, Benin, Benin, Benin
`dataset`	dataset	string	0%	1	EA, EA, EA, EA, EA
`region`	region	string	0%	1	, , , ,
`latitude`	latitude	float	0%	4	7.0, 10.0, 11.0, 11.0, 11.0
`longitude`	longitude	float	0%	2	2.0, 2.0, 1.0, 1.0, 1.0
`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
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and...
`source_url`	source_url	string	0%	1	https://d-place.org, https://d-place.org,...
`license`	license	string	0%	1	CC BY 4.0, CC BY 4.0, CC BY 4.0, CC BY 4.0, CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024, 2024, 2024, 2024, 2024

BEN D-PLACE - Dplace Ea Societies Decoded — 6 rows, 49 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	BEN, BEN, BEN, BEN, BEN
`society_id`	society_id	string	CCL	0%	6	Af1, Ag49, Ag50, Ag51, Ag52
`society_name`	society_name	string	CCL	0%	6	Fon, Kabre, Moba, Somba, Tem
`language_glottocode`	language_glottocode	string	CCL	0%	6	fonn1241, kabi1261, moba1244, dita1238, temm1241
`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	Benin, Benin, Benin, Benin, Benin
`dataset`	dataset	string	0%	1	EA, EA, EA, EA, EA
`region`	region	string	0%	1	, , , ,
`latitude`	latitude	float	0%	4	7.0, 10.0, 11.0, 11.0, 11.0
`longitude`	longitude	float	0%	2	2.0, 2.0, 1.0, 1.0, 1.0
`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
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and...
`source_url`	source_url	string	0%	1	https://d-place.org, https://d-place.org,...
`license`	license	string	0%	1	CC BY 4.0, CC BY 4.0, CC BY 4.0, CC BY 4.0, CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024, 2024, 2024, 2024, 2024
`jurisdictional_hierarchy_of_local_community`	jurisdictional_hierarchy_of_local_community	integer	17%	2	3, 3, 2, 3, 3
`jurisdictional_hierarchy_beyond_local_community`	jurisdictional_hierarchy_beyond_local_community	integer	17%	4	4, 1, 2, 1, 3
`religion_high_gods`	religion_high_gods	integer	33%	2	1, 2, 2, 2
`trance_states`	trance_states	integer	83%	1	7
`settlement_patterns`	settlement_patterns	integer	17%	2	7, 6, 6, 7, 7
`mean_size_of_local_communities`	mean_size_of_local_communities	integer	83%	1	7
`marital_residence_first_years`	marital_residence_first_years	integer	17%	1	8, 8, 8, 8, 8
`residence_transfer_prevailing_pattern`	residence_transfer_prevailing_pattern	integer	17%	1	1, 1, 1, 1, 1
`marital_residence_prevailing_pattern`	marital_residence_prevailing_pattern	integer	17%	1	8, 8, 8, 8, 8
`residence_transfer_alternate`	residence_transfer_alternate	integer	17%	2	3, 9, 9, 9, 9
`marital_residence_alternate`	marital_residence_alternate	integer	17%	2	9, 11, 11, 11, 11
`largest_patrilineal_kin_group`	largest_patrilineal_kin_group	integer	17%	3	5, 3, 4, 4, 4
`largest_patrilineal_exogamous_group`	largest_patrilineal_exogamous_group	integer	17%	3	5, 3, 4, 4, 4
`largest_matrilineal_kin_group`	largest_matrilineal_kin_group	integer	0%	1	1, 1, 1, 1, 1
`largest_matrilineal_exogamous_group`	largest_matrilineal_exogamous_group	integer	0%	1	1, 1, 1, 1, 1
`cognatic_kin_groups`	cognatic_kin_groups	integer	0%	1	9, 9, 9, 9, 9
`secondary_cognatic_kin_group`	secondary_cognatic_kin_group	integer	0%	1	9, 9, 9, 9, 9
`kin_terms_for_cousins`	kin_terms_for_cousins	integer	83%	1	2
`descent_major_type`	descent_major_type	integer	17%	1	1, 1, 1, 1, 1
+14 more extension fields — download the CSV/Parquet to see them all.

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

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

BEN 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	BEN, BEN, BEN, BEN
`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	5, 2, 1, 1
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	3	55.5556, 22.2222, 11.1111, 11.1111
`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

BEN NGA GNS - Summary — 1 rows, 27 columns

Loading data…

Field details — 27 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	BEN
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Benin
`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	99.9696
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	0

Extension Fields (20) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`gns_name_count`	gns_name_count	integer	0%	1	6579
`gns_feature_count`	gns_feature_count	integer	0%	1	5299
`gns_endonym_count`	gns_endonym_count	integer	0%	1	6577
`gns_exonym_count`	gns_exonym_count	integer	0%	1	2
`gns_source_build_date`	gns_source_build_date	string	0%	1	Wed, 05 Aug 2026
`gns_source_change_date`	gns_source_change_date	string	0%	1	2026-08-05
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	1613
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	1400
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	42
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	35
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	4617
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	3648
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	152
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	131
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	93
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	71
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	61
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	13
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	1
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	1

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

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

1 rows × 291 columns ingested. Field-level inventory in progress — contact us for the full export.

0 Admin 0 — 1 table(s)

BEN Inform - Risk Index — 1 rows, 291 columns

Loading data…

Field details — 291 fields (type, nulls, unique, samples)

Pending (291) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	Country code (ISO 3166-1 alpha-3)	string	0%	1	BEN
`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	112760.0
`inform_asi`	Agriculture Stress Index Probability	float	0%	1	0.05
`inform_bx_trf_pwkr_dt_gd_zs_inst`	Remittences Instability	float	0%	1	0.146597513523918
`inform_bx_trf_pwkr_dt_gd_zs_inst_norm`	ODA % GNI Normalized [BX.TRF.PWKR.DT.GD.ZS.INST.NORM]	float	0%	1	5.6
`inform_bx_trf_pwkr`	Personal remittances, received (% of GDP)	float	0%	1	1.09690833091736
`inform_lack_of_coping_capacity`	Lack of Coping Capacity Index	float	0%	1	7.1
`inform_infrastructure_capacity`	Infrastructure	float	0%	1	7.1
`inform_cc_inf_ahc`	Access to Health Care	float	0%	1	7.8
`inform_cc_inf_ahc_health_exp`	Health expenditure per capita [CC.INF.AHC.HEALTH-EXP]	float	0%	1	9.7
`inform_cc_inf_ahc_imm`	Immunization coverage	float	0%	1	6.0
`inform_cc_inf_ahc_imm_dtp3`	Diphtheria-Tetanus-Pertussis	float	0%	1	6.1
`inform_cc_inf_ahc_imm_pcv3`	Pneumococcal	float	0%	1	5.9
`inform_cc_inf_ahc_mmr`	Maternal Mortality Ratio [CC.INF.AHC.MMR]	float	0%	1	5.8
`inform_cc_inf_ahc_phys`	Physicians density [CC.INF.AHC.PHYS]	float	0%	1	9.5
`inform_cc_inf_com`	Communication	float	0%	1	5.7
`inform_cc_inf_com_cel`	Mobile cellular subscriptions [CC.INF.COM.CEL]	float	0%	1	3.8
`inform_cc_inf_com_elaccs`	Access to electricity [CC.INF.COM.ELACCS]	float	0%	1	4.1
`inform_cc_inf_com_litr`	Adult literacy rate	float	0%	1	8.1
`inform_cc_inf_com_netus`	Internet users [CC.INF.COM.NETUS]	float	0%	1	6.6
`inform_cc_inf_phy`	Physical Infrastructure	float	0%	1	7.9
`inform_cc_inf_phy_h2o`	Access to improved water source	float	0%	1	6.1
`inform_cc_inf_phy_rod`	Road density [CC.INF.PHY.ROD]	float	0%	1	8.9
`inform_cc_inf_phy_sta`	Access to improved sanitation facilities	float	0%	1	8.6
`inform_institutional_capacity`	Institutional	float	0%	1	7.0
`inform_cc_ins_drr`	Disaster Risk Reduction	float	0%	1	8.5
`inform_cc_ins_drr_sg_dsr_lgrgsr`	Disaster Risk Reduction SG_DSR_LGRGSR [CC.INS.DRR.SG_DSR_LGRGSR]	float	0%	1	9.7
+261 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
English (eng)	5	55.6%	—
French (fra)	2	22.2%	—
Spanish (spa)	1	11.1%	—
German (deu)	1	11.1%	—

Source	Type	Access
HDX COD — Population Statistics (OCHA/UNFPA)	international_organization	bulk_download
World Bank Open Data	international_organization	api
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
INFORM Risk Index (EC-JRC)	international_organization	api
Glottolog Language Catalog	academic	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
NGA GEOnet Names Server (GNS)	official_government	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