Jamaica

JAM Global Data Lab JAM-GDL Development Indices

238 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)

JAM GDL - Subnational Indices — 238 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	JAM, JAM, JAM, JAM, JAM
`region_code`	Admin code	string	SEL	100%	-	-
`region_name`	Admin name	string	SEL	0%	7	Total, Kingston, St Andrew, Manchester, Clarendon, St...
`human_development_index`	Human development index	float	SEL	0%	53	0.696, 0.716, 0.686, 0.706, 0.686
`health_index`	Health index	float	SEL	0%	10	0.795, 0.795, 0.795, 0.795, 0.795
`education_index`	Education index	float	SEL	0%	68	0.622, 0.64, 0.606, 0.646, 0.603
`income_index`	Income index	float	SEL	0%	50	0.682, 0.723, 0.669, 0.686, 0.672
`life_expectancy`	Life expectancy	float	SEL	0%	15	71.71, 71.71, 71.71, 71.71, 71.71
`mean_years_schooling`	Mean years schooling	float	SEL	0%	99	9.335, 9.742, 8.837, 9.762, 9.233

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

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	15	1990, 1990, 1990, 1990, 1990
`level`	level	string	0%	2	national, subnational, subnational, subnational, subnational

JAM UNHCR Refugee Data Finder JAM-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)

JAM 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%	-	-

JAM 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%	-	-

JAM World Bank Open Data JAM-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)

JAM 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	JM, JM, JM, JM, JM
`population_count`	Population count	float	SEL	2%	65	1650005.0, 1673261.0, 1696932.0, 1721099.0, 1745568.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	63.828, 64.257, 64.619, 64.999, 65.347
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	423.674098184095, 447.057273660594, 458.313997796567,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	99%	1	79.9199981689453
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	52	81.7, 77.9, 74.5, 71.7, 69.1
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	52%	29	30.5, 28.4, 44.6, 33.9, 24.4

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

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

JAM 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	JM, JM, JM, JM, JM
`life_expectancy`	Life expectancy	float	SEL	3%	64	63.828, 64.257, 64.619, 64.999, 65.347
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	3%	56	34.4, 33.2, 32.0, 31.0, 30.0
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	52	81.7, 77.9, 74.5, 71.7, 69.1
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	28	45.0, 45.0, 46.0, 48.0, 50.0
`fertility_rate`	Fertility rate	float	SEL	3%	63	5.538, 5.597, 5.635, 5.731, 5.79
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	40.506, 40.015, 39.427, 39.235, 38.876
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	63	9.025, 8.979, 8.926, 8.861, 8.799
`physicians_per_1000`	Physicians per 1000	float	SEL	73%	17	0.386, 0.502, 0.38, 0.361, 0.359
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	64%	20	4.14548826217651, 4.10489988327026, 4.99949979782104,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	32%	22	24.0, 39.0, 34.0, 51.0, 58.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	5.97869205, 5.15652943, 5.57934141, 4.99239254, 5.83766747

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

JAM LandScan Global (ORNL) JAM-LANDSCAN Modeled Population

21 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)

JAM 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	JAM
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Jamaica
`admin_code`	Admin code	string	SEL	0%	1	78483674B88107941441762
`area_sqkm`	Area sqkm	float	SEL	0%	1	11055.8832
`pop_2024`	Population count	integer	SEL	0%	1	2794617
`pop_density_2024`	Population density	float	SEL	0%	1	252.77

1 Admin 1 — 1 table(s)

JAM LandScan - Population Admin1 (admin_1) — 14 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	JAM, JAM, JAM, JAM, JAM
`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%	14	Saint Andrew, Saint Catherine, Clarendon, Manchester, Saint James
`admin_code`	Admin code	string	SEL	0%	14	11528761B58908339710294, 11528761B17176392015583,...
`area_sqkm`	Area sqkm	float	SEL	0%	14	445.4168, 1202.5354, 1132.0953, 855.2235, 602.8743
`pop_2024`	Population count	integer	SEL	0%	14	584428, 545194, 242436, 208517, 182999
`pop_density_2024`	Population density	float	SEL	0%	14	1312.09, 453.37, 214.15, 243.82, 303.54

Locality Locality — 1 table(s)

JAM LandScan - Cities (locality) — 6 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	JAM, JAM, JAM, JAM, JAM
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	6	Kingston, Portmore, Montego Bay, Mandeville, May Pen
`admin_code`	Admin code	integer	SEL	0%	6	795, 661, 18, 206, 369
`area_sqkm`	Area sqkm	float	SEL	0%	6	117.3647, 101.4472, 47.7429, 30.8317, 23.8699
`pop_2024`	Population count	integer	SEL	0%	6	567254, 289559, 81940, 52038, 48246
`pop_density_2024`	Population density	float	SEL	0%	6	4833.26, 2854.28, 1716.28, 1687.81, 2021.21

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%	6	593375, 342759, 116517, 96832, 74795
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	6	0.956, 0.845, 0.703, 0.537, 0.645

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

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

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0 Admin 0 — 1 table(s)

JAM Cod Ps - Jam Codps (admin_0) — 1 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
`pcode`	Admin code	string	SEL	0%	1	JM
`region_name`	Region name	string	SEL	0%	1	Jamaica
`T_TL`	Total population	integer	SEL	0%	1	2697983
`F_TL`	Female population	integer	SEL	0%	1	1363450
`M_TL`	Male population	integer	SEL	0%	1	1334533

Pending (44) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_0
`year`	Reference year	string	100%	-	-
`T_00_04`	Total population age 0-4	integer	0%	1	209871
`T_05_09`	Total population age 5-9	integer	0%	1	226380
`T_10_14`	Total population age 10-14	integer	0%	1	266589
`T_15_19`	Total population age 15-19	integer	0%	1	274660
`T_20_24`	Total population age 20-24	integer	0%	1	250713
`T_25_29`	Total population age 25-29	integer	0%	1	226119
`T_30_34`	Total population age 30-34	integer	0%	1	185496
`T_35_39`	Total population age 35-39	integer	0%	1	183756
`T_40_44`	Total population age 40-44	integer	0%	1	173924
`T_45_49`	Total population age 45-49	integer	0%	1	155389
`T_50_54`	Total population age 50-54	integer	0%	1	137895
`T_55_59`	Total population age 55-59	integer	0%	1	100798
`T_60_64`	Total population age 60-64	integer	0%	1	88057
`T_65Plus`	T_65Plus	integer	0%	1	218338
`F_00_04`	Female population age 0-4	integer	0%	1	103763
`F_05_09`	Female population age 5-9	integer	0%	1	111586
`F_10_14`	Female population age 10-14	integer	0%	1	130405
`F_15_19`	Female population age 15-19	integer	0%	1	134882
`F_20_24`	Female population age 20-24	integer	0%	1	125470
`F_25_29`	Female population age 25-29	integer	0%	1	116200
`F_30_34`	Female population age 30-34	integer	0%	1	97685
`F_35_39`	Female population age 35-39	integer	0%	1	97109
`F_40_44`	Female population age 40-44	integer	0%	1	88268
`F_45_49`	Female population age 45-49	integer	0%	1	76188
`F_50_54`	Female population age 50-54	integer	0%	1	70598
`F_55_59`	Female population age 55-59	integer	0%	1	50081
`F_60_64`	Female population age 60-64	integer	0%	1	43650
`F_65Plus`	F_65Plus	integer	0%	1	117565
+14 more pending fields — download the CSV/Parquet to see them all.

1 Admin 1 — 1 table(s)

JAM Cod Ps - Jam Codps (admin_1) — 14 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
`pcode`	Admin code	string	SEL	0%	14	JM01, JM02, JM04, JM07, JM08
`region_name`	Region name	string	SEL	0%	14	Clarendon, Hanover, Manchester, Portland, Saint Andrew
`T_TL`	Total population	integer	SEL	0%	14	245103, 69533, 189797, 81744, 573369
`F_TL`	Female population	integer	SEL	0%	14	121312, 34470, 94394, 40450, 299049
`M_TL`	Male population	integer	SEL	0%	14	123791, 35063, 95403, 41294, 274320

Pending (44) — 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	string	100%	-	-
`T_00_04`	Total population age 0-4	integer	0%	14	20519, 6272, 14220, 5859, 36811
`T_05_09`	Total population age 5-9	integer	0%	14	22770, 6853, 15087, 6607, 38736
`T_10_14`	Total population age 10-14	integer	0%	14	26874, 6639, 19008, 8256, 53865
`T_15_19`	Total population age 15-19	integer	0%	14	26821, 7003, 19676, 8806, 56613
`T_20_24`	Total population age 20-24	integer	0%	14	21719, 6339, 16129, 7047, 58226
`T_25_29`	Total population age 25-29	integer	0%	14	18511, 5530, 14450, 6244, 52388
`T_30_34`	Total population age 30-34	integer	0%	14	15921, 4025, 13131, 4787, 42147
`T_35_39`	Total population age 35-39	integer	0%	14	15146, 4933, 12487, 5089, 39460
`T_40_44`	Total population age 40-44	integer	0%	14	14750, 4593, 13665, 6231, 39931
`T_45_49`	Total population age 45-49	integer	0%	14	12908, 4147, 10612, 4744, 41950
`T_50_54`	Total population age 50-54	integer	0%	14	11845, 3336, 9384, 4290, 29498
`T_55_59`	Total population age 55-59	integer	0%	14	8944, 2308, 7200, 3224, 21791
`T_60_64`	Total population age 60-64	integer	0%	14	7611, 2028, 6366, 2874, 18680
`T_65Plus`	T_65Plus	integer	0%	14	20764, 5526, 18383, 7686, 43273
`F_00_04`	Female population age 0-4	integer	0%	14	10130, 3114, 6972, 2870, 18019
`F_05_09`	Female population age 5-9	integer	0%	14	11290, 3387, 7375, 3208, 19261
`F_10_14`	Female population age 10-14	integer	0%	14	13092, 3342, 9230, 4161, 26519
`F_15_19`	Female population age 15-19	integer	0%	14	13119, 3428, 9547, 4309, 28242
`F_20_24`	Female population age 20-24	integer	0%	14	10476, 3173, 7682, 3420, 30007
`F_25_29`	Female population age 25-29	integer	0%	14	9435, 2717, 7079, 3152, 27548
`F_30_34`	Female population age 30-34	integer	0%	14	8172, 1995, 6850, 2423, 22348
`F_35_39`	Female population age 35-39	integer	0%	14	7585, 2509, 6438, 2557, 21303
`F_40_44`	Female population age 40-44	integer	0%	14	7833, 2315, 6456, 3123, 20328
`F_45_49`	Female population age 45-49	integer	0%	14	6217, 1906, 5401, 2181, 24831
`F_50_54`	Female population age 50-54	integer	0%	14	5827, 1713, 4645, 2115, 15772
`F_55_59`	Female population age 55-59	integer	0%	14	4230, 1074, 3613, 1556, 10979
`F_60_64`	Female population age 60-64	integer	0%	14	3460, 962, 3018, 1400, 9523
`F_65Plus`	F_65Plus	integer	0%	14	10446, 2834, 10088, 3975, 24369
+14 more pending fields — download the CSV/Parquet to see them all.

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

14 rows · 1 table(s) Google 0 1 2 3 3 SEL 8 ext ▶

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1 Admin 1 — 1 table(s)

JAM Mobility by Region — 14 rows, 11 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	JM, JM, JM, JM, JM
`admin_level`	Admin level	integer	SEL	0%	1	1, 1, 1, 1, 1
`iso3`	Country code	string	SEL	0%	1	JAM, JAM, JAM, JAM, JAM

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

Field Name	Label	Type	Nulls	Unique	Samples
`retail`	retail	float	0%	11	-3.94, 0.0, -1.95, -2.63, 0.0
`grocery`	grocery	float	0%	10	17.76, 0.0, -19.35, -0.28, 0.0
`parks`	parks	float	0%	11	-7.05, 0.0, -23.54, -43.26, -16.62
`transit`	transit	float	0%	7	0.0, 0.0, -32.31, -0.15, 0.0
`workplaces`	workplaces	float	0%	14	-15.68, -22.3, -14.28, -16.05, -18.39
`residential`	residential	float	0%	10	3.3, 0.0, 0.0, 1.06, 0.0
`region`	region	string	0%	14	Clarendon, Hanover Parish, Kingston Parish, Manchester...
`observation_count`	observation_count	integer	0%	6	966, 949, 949, 967, 949

JAM OpenFactBook JAM-OPENFACTBOOK Country Profile

14 rows · 14 table(s) OpenFactBook 0 1 2 3 92 SEL 2 CCL 566 ext ▶

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0 Admin 0 — 14 table(s)

JAM 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	16.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	118.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.jm
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	83.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	16.0
`country_code`	Country code	string	SEL	0%	1	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`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	459,000 (2023 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	459000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	16 (2023 est.)
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	3.34 million (2024 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	3.34
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	118 (2024 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	3 free-to-air TV stations, subscription cable services,...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	3.0
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	83% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	448,000 (2023 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	448000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	16 (2023 est.)
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

JAM OpenFactBook - Economy — 1 rows, 154 columns

Loading data…

Field details — 154 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	10300.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	19.93
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	16.7
`country_code`	Country code	string	SEL	0%	1	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (148) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	upper-middle-income Caribbean island economy; key...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$29.13 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	29.13
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$29.341 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	29.341
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$28.596 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	28.596
`real_gdp_purchasing_power_parity_note`	real_gdp_purchasing_power_parity_note	string	0%	1	note: data in 2021 dollars
`real_gdp_growth_rate_real_gdp_growth_rate_2024_text`	Real gdp growth rate 2024 (text)	string	0%	1	-0.7% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	-0.7
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	2.6% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	2.6
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	5.2% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	5.2
`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	$10,300 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$10,300 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	10300.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$10,100 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	10100.0
`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	$19.93 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	5.4% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	5.4
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	6.5% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	6.5
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	10.3% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	10.3
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
`gdp_composition_by_sector_of_origin_agriculture_text`	gdp_composition_by_sector_of_origin_agriculture_text	string	0%	1	9.8% (2024 est.)
+118 more extension fields — download the CSV/Parquet to see them all.

JAM OpenFactBook - Energy — 1 rows, 39 columns

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Field details — 39 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	100.0
`country_code`	Country code	string	SEL	0%	1	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	100% (2022 est.)
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	1.242 million kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	1.242
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	3.301 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	3.301
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	1.181 billion kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	1.181
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	87.1% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	87.1
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	2.9% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	2.9
`electricity_generation_sources_wind_text`	electricity_generation_sources_wind_text	string	0%	1	6.1% of total installed capacity (2023 est.)
`electricity_generation_sources_wind_numeric`	electricity_generation_sources_wind_numeric	float	0%	1	6.1
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	2.7% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	2.7
`electricity_generation_sources_biomass_and_waste_text`	electricity_generation_sources_biomass_and_waste_text	string	0%	1	1.3% of total installed capacity (2023 est.)
`electricity_generation_sources_biomass_and_waste_numeric`	electricity_generation_sources_biomass_and_waste_numeric	float	0%	1	1.3
`coal_consumption_text`	coal_consumption_text	string	0%	1	106,000 metric tons (2023 est.)
`coal_consumption_numeric`	coal_consumption_numeric	float	0%	1	106000.0
`coal_exports_text`	coal_exports_text	string	0%	1	100 metric tons (2022 est.)
`coal_exports_numeric`	coal_exports_numeric	float	0%	1	100.0
`coal_imports_text`	coal_imports_text	string	0%	1	105,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	105000.0
`petroleum_total_petroleum_production_text`	petroleum_total_petroleum_production_text	string	0%	1	3,000 bbl/day (2023 est.)
`petroleum_total_petroleum_production_numeric`	petroleum_total_petroleum_production_numeric	float	0%	1	3000.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	41,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	41000.0
`natural_gas_consumption_text`	natural_gas_consumption_text	string	0%	1	822.549 million cubic meters (2023 est.)
`natural_gas_consumption_numeric`	natural_gas_consumption_numeric	float	0%	1	822.549
`natural_gas_imports_text`	natural_gas_imports_text	string	0%	1	822.549 million cubic meters (2023 est.)
+5 more extension fields — download the CSV/Parquet to see them all.

JAM OpenFactBook - Environment — 1 rows, 47 columns

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Field details — 47 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	38.5
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	56.2
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	57.4
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	0.79
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	1.052
`country_code`	Country code	string	SEL	0%	1	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (39) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	heavy rates of deforestation; coastal waters polluted by...
`international_environmental_agreements_party_to_text`	international_environmental_agreements_party_to_text	string	0%	1	Biodiversity, Climate Change, Climate Change-Kyoto...
`international_environmental_agreements_signed_but_not_ratified_text`	international_environmental_agreements_signed_but_not_ratified_text	string	0%	1	none of the selected agreements
`climate_text`	climate_text	string	0%	1	tropical; hot, humid; temperate interior
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	38.5% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 11.1% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	11.1
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 6.3% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	6.3
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 21.1% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	21.1
`land_use_forest_text`	land_use_forest_text	string	0%	1	56.2% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	5.3% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	5.3
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	57.4% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	0.79% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	7.89 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	7.89
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	239,000 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	239000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	6.04 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	6.04
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	1.611 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_consumed_natural_gas_numeric`	carbon_dioxide_emissions_from_consumed_natural_gas_numeric	float	0%	1	1.611
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	14.8 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	14.8
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	1.052 million 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	15% (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	15.0
`total_water_withdrawal_municipal_text`	total_water_withdrawal_municipal_text	string	0%	1	339.867 million cubic meters (2022 est.)
+9 more extension fields — download the CSV/Parquet to see them all.

JAM 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	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`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	Jamaican(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Jamaican
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Black 92.1%, mixed 6.1%, East Indian 0.8%, other 0.4%,...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	92.1
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

JAM OpenFactBook - Geography — 1 rows, 55 columns

Loading data…

Field details — 55 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	10991.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	10831.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	160.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	0.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	1022.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	2256.0
`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	38.5
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	56.2
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	250.0
`country_code`	Country code	string	SEL	0%	1	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (42) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Caribbean, island in the Caribbean Sea, south of Cuba
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	18 15 N, 77 30 W
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	18.0
`map_references_text`	map_references_text	string	0%	1	Central America and the Caribbean
`area_total_text`	area_total_text	string	0%	1	10,991 sq km
`area_land_text`	area_land_text	string	0%	1	10,831 sq km
`area_water_text`	area_water_text	string	0%	1	160 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	about half the size of New Jersey; slightly smaller than...
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	0 km
`coastline_text`	coastline_text	string	0%	1	1,022 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 or to edge of the continental margin
`maritime_claims_continental_shelf_numeric`	maritime_claims_continental_shelf_numeric	float	0%	1	200.0
`maritime_claims_note`	maritime_claims_note	string	0%	1	note: measured from claimed archipelagic straight baselines
`climate_text`	climate_text	string	0%	1	tropical; hot, humid; temperate interior
`terrain_text`	terrain_text	string	0%	1	mostly mountains, with narrow, discontinuous coastal plain
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Blue Mountain Peak 2,256 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Caribbean Sea 0 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	18 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	18.0
`natural_resources_text`	natural_resources_text	string	0%	1	bauxite, alumina, gypsum, limestone
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	38.5% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 11.1% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	11.1
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 6.3% (2023 est.)
+12 more extension fields — download the CSV/Parquet to see them all.

JAM OpenFactBook - Government — 1 rows, 110 columns

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Field details — 110 fields (type, nulls, unique, samples)

Standards-Aligned Fields (2)

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

Extension Fields (108) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name_conventional_long_form_text`	country_name_conventional_long_form_text	string	0%	1	none
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Jamaica
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	from the Arawak word xaymaca, meaning "Land of Wood and...
`government_type_text`	government_type_text	string	0%	1	parliamentary democracy (Parliament) under a...
`capital_name_text`	capital_name_text	string	0%	1	Kingston
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	18 00 N, 76 48 W
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	18.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC-5 (same time as Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	-5.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the name is a blend of the words "king's" and "town;"...
`capital_etymology_numeric`	capital_etymology_numeric	float	0%	1	1692.0
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	14 parishes; Clarendon, Hanover, Kingston, Manchester,...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	14.0
`legal_system_text`	legal_system_text	string	0%	1	common law system based on the English model
`constitution_history_text`	constitution_history_text	string	0%	1	several previous (pre-independence); latest drafted...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1961.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by Parliament; passage of amendments to...
`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	yes
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	yes
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	yes
`citizenship_residency_requirement_for_naturalization_text`	citizenship_residency_requirement_for_naturalization_text	string	0%	1	4 out of the previous 5 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	4.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	King CHARLES III (since 8 September 2022); represented...
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	8.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister Andrew HOLNESS (since 3 March 2016)
`executive_branch_head_of_government_numeric`	executive_branch_head_of_government_numeric	float	0%	1	3.0
`executive_branch_cabinet_text`	executive_branch_cabinet_text	string	0%	1	Cabinet appointed by the governor general on the advice...
+78 more extension fields — download the CSV/Parquet to see them all.

JAM 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	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`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	Europeans first saw Jamaica when Christopher COLUMBUS...
`background_numeric`	background_numeric	float	0%	1	1494.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

JAM OpenFactBook - Languages — 1 rows, 6 columns

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

Standards-Aligned Fields (3)

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

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

Field Name	Label	Type	Nulls	Unique	Samples
`languages_text`	languages_text	string	0%	1	English, Jamaican patois
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

JAM 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	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`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	Jamaica Defense Force (JDF): Jamaica Regiment (Land...
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_expenditures_military_expenditures_2024_text`	Military expenditures 2024 (text)	string	0%	1	1.4% of GDP (2024 est.)
`military_expenditures_military_expenditures_2024_numeric`	Military expenditures 2024 (numeric)	float	0%	1	1.4
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	1.2% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	1.2
`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	1.4% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	1.4
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	1.7% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	1.7
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	approximately 4,000 active Jamaica Defense Forces (2025)
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	4000.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the JDF's inventory features equipment mostly from...
`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	18-23 for voluntary military service (17 with parental...
`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	in addition to its responsibility of defending against...
`military_note_numeric`	military_note_numeric	float	0%	1	1660.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

JAM OpenFactBook - People And Society — 1 rows, 142 columns

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Field details — 142 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	2938503.0
`population_male_numeric`	Population male	float	SEL	0%	1	1453759.0
`population_female_numeric`	Population female	float	SEL	0%	1	1484744.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	23.8
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	65.7
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	10.4
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	50.6
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	36.0
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	14.6
`median_age_total_numeric`	Median age	float	SEL	0%	1	28.8
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	0.25
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	16.08
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	7.37
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-6.2
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	57.4
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	0.79
`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	0.98
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	130.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	14.5
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	76.3
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	1.86
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	0.91
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.46
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	1.7
`country_code`	Country code	string	SEL	0%	1	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (114) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	2,938,503 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	1,453,759
`population_female_text`	population_female_text	string	0%	1	1,484,744
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	23.8% (male 342,691/female 329,773)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	65.7% (male 914,364/female 941,816)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	10.4% (2024 est.) (male 140,440/female 154,629)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	50.6 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	36 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	14.6 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	6.9 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	6.9
`median_age_total_text`	median_age_total_text	string	0%	1	28.8 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	30.1 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	30.1
`median_age_female_text`	median_age_female_text	string	0%	1	31.7 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	31.7
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	0.25% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	16.08 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	7.37 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-6.2 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	population density is high throughout, but increases in...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	57.4% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	0.79% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	597,000 KINGSTON (capital) (2023)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	597000.0
`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	1.04 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.04
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	0.97 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	0.97
+84 more extension fields — download the CSV/Parquet to see them all.

JAM OpenFactBook - Religions — 1 rows, 21 columns

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Field details — 21 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	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	6.5
`composition_ethnicity_primary_label_synth`	Black	string	CCL	0%	-	Black

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

Field Name	Label	Type	Nulls	Unique	Samples
`religions_text`	religions_text	string	0%	1	Protestant 64.8% (includes Seventh Day Adventist 12.0%,...
`religions_numeric`	religions_numeric	float	0%	1	64.8
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

Pending (12) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	64.8
`composition_religion_roman_catholic_pct_synth`	Roman Catholic	numeric	0%	-	2.2
`composition_religion_jehovah_s_witness_pct_synth`	Jehovah's Witness	numeric	0%	-	1.9
`composition_religion_rastafarian_pct_synth`	Rastafarian	numeric	0%	-	1.1
`composition_religion_none_pct_synth`	none	numeric	0%	-	21.3
`composition_religion_unspecified_pct_synth`	unspecified	numeric	0%	-	2.3
`composition_ethnicity_black_pct_synth`	Black	numeric	0%	-	92.1
`composition_ethnicity_mixed_pct_synth`	mixed	numeric	0%	-	6.1
`composition_ethnicity_east_indian_pct_synth`	East Indian	numeric	0%	-	0.8
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	0.4
`composition_ethnicity_unspecified_pct_synth`	unspecified	numeric	0%	-	0.7
`composition_ethnicity_primary_share_pct_synth`	Black	numeric	0%	-	92.1

JAM OpenFactBook - Transnational Issues — 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	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`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
`illicit_drugs_usg_identification_text`	illicit_drugs_usg_identification_text	string	0%	1	major illicit drug-producing and/or drug-transit country (2025)
`illicit_drugs_usg_identification_numeric`	illicit_drugs_usg_identification_numeric	float	0%	1	2025.0
`source_section`	source_section	string	0%	1	Transnational Issues
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

JAM OpenFactBook - Transportation — 1 rows, 28 columns

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Field details — 28 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	6Y
`airports_numeric`	Airports count	float	SEL	0%	1	20.0
`country_code`	Country code	string	SEL	0%	1	JAM
`country_name`	Country name	string	SEL	0%	1	Jamaica
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (23) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	6.0
`airports_text`	airports_text	string	0%	1	20 (2025)
`heliports_text`	heliports_text	string	0%	1	2 (2025)
`heliports_numeric`	heliports_numeric	float	0%	1	2.0
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	40 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	40.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	bulk carrier 1, general cargo 11, oil tanker 1, other 27
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	1.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	11 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	11.0
`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	2
`ports_small_numeric`	ports_small_numeric	float	0%	1	2.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	8
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	8.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	5
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	5.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Falmouth, Kingston, Lucea, Montego Bay, Ocho Rios, Port...
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	central-america-n-caribbean/jm.json

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

6 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)

JAM GHS-UCDB - Cities (locality) — 6 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%	6	Kingston, Portmore, Montego Bay, Mandeville, May Pen
`country_code`	Country code	string	SEL	0%	1	JAM, JAM, JAM, JAM, JAM
`population`	Population count	integer	SEL	0%	6	593375, 342759, 116517, 96832, 74795

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	6	795, 661, 18, 206, 369
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Jamaica, Jamaica, Jamaica, Jamaica, Jamaica
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

JAM Glottolog Language Catalog JAM-GLOTTOLOG Language

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

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

0 Admin 0 — 1 table(s)

JAM Glottolog - Languages — 4 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%	4	amer1248, jama1256, jama1262, jama1263
`name`	Name	string	CCL	0%	4	American Sign Language, Jamaican Country Sign Language,...
`iso639_3`	Iso639 3	string	CCL	0%	4	ase, jcs, jam, jls
`level`	Level	string	CCL	0%	1	language, language, language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	0%	2	sign1238, sign1238, indo1319, sign1238
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	3	amer1258, deaf1237, jama1264, amer1258
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	3	['BB', 'BF', 'BJ', 'BO', 'CA', 'CD', 'CF', 'CI', 'CN',...
`child_family_count`	Child family count	integer	CCL	0%	1	0, 0, 0, 0
`child_language_count`	Child language count	integer	CCL	0%	1	0, 0, 0, 0
`child_dialect_count`	Child dialect count	integer	CCL	0%	2	2, 0, 2, 0

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	4	33.8117, 18.04993, 18.13, 17.99968
`longitude`	longitude	float	0%	4	-81.6121, -77.75804, -77.2612, -76.93205
`classification`	classification	string	0%	1	[], [], [], []

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

2 rows · 2 table(s) 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)

JAM Nga Gns - Language — 1 rows, 9 columns

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

Standards-Aligned Fields (9)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	JAM
`gns_language_code`	gns_language_code	string	CCL	0%	1	eng
`gns_language_name`	gns_language_name	string	CCL	0%	1	English
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	1	3
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	1	100.0
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	1	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

JAM Nga Gns - Summary — 1 rows, 27 columns

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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	JAM
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Jamaica
`gns_language_count`	gns_language_count	integer	CCL	0%	1	1
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9434
`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	5303
`gns_feature_count`	gns_feature_count	integer	0%	1	3697
`gns_endonym_count`	gns_endonym_count	integer	0%	1	5300
`gns_exonym_count`	gns_exonym_count	integer	0%	1	3
`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	2744
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	2123
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	1440
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	770
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	827
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	596
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	156
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	115
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	43
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	15
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	90
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	75
`gns_name_count_undersea`	gns_name_count_undersea	integer	0%	1	3
`gns_feature_count_undersea`	gns_feature_count_undersea	integer	0%	1	3

JAM Ethnic Power Relations Dataset JAM-EPR Political Ethnicity

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

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

0 Admin 0 — 1 table(s)

JAM EPR - Groups — 1 rows, 8 columns

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

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	JAM
`ethnic_group_name`	Ethnic group name	string	CCL	0%	1	Jamaicans
`ethnic_power_status`	Ethnic power status	string	CCL	0%	1	IRRELEVANT
`ethnic_population_share`	Ethnic population share	float	CCL	0%	1	1.0
`ethnic_group_id`	Ethnic group id	float	CCL	0%	1	5101000
`regional_autonomy`	Regional autonomy	string	CCL	0%	1

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

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

JAM Global Organized Crime Index JAM-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)

JAM Organized Crime Scores 2025 — 1 rows, 35 columns

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

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

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

HERA · Human Entity Reference Atlas by Masego Inc

Build a download

Source	Type	Access
HDX COD — Population Statistics (OCHA/UNFPA)	international_organization	bulk_download
Global Data Lab	academic	api
GI-TOC / ENACT (Global Initiative Against Transnational Organized Crime · ENACT)	academic	bulk_download
Google	commercial	bulk_download
Ethnic Power Relations Dataset	academic	bulk_download
World Bank Open Data	international_organization	api
NGA GEOnet Names Server (GNS)	official_government	bulk_download
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	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