Uganda

UGA Global Data Lab UGA-GDL Development Indices

340 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)

UGA GDL - Subnational Indices — 340 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	UGA, UGA, UGA, UGA, UGA
`region_code`	Admin code	string	SEL	100%	-	-
`region_name`	Admin name	string	SEL	0%	10	Total, Central 1 (Central South), Central 2 (Central...
`human_development_index`	Human development index	float	SEL	0%	72	0.364, 0.377, 0.381, 0.375, 0.367
`health_index`	Health index	float	SEL	0%	57	0.424, 0.411, 0.45, 0.449, 0.466
`education_index`	Education index	float	SEL	0%	86	0.319, 0.35, 0.338, 0.332, 0.318
`income_index`	Income index	float	SEL	0%	67	0.357, 0.373, 0.363, 0.354, 0.334
`life_expectancy`	Life expectancy	float	SEL	0%	89	47.56, 46.73, 49.24, 49.18, 50.29
`mean_years_schooling`	Mean years schooling	float	SEL	0%	98	4.788, 5.567, 5.177, 4.88, 4.439

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

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

UGA UNHCR Refugee Data Finder UGA-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)

UGA 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%	-	-

UGA 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%	-	-

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

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

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0 Admin 0 — 1 table(s)

UGA Cod Ps - Uga 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	UG
`region_name`	Region name	string	SEL	0%	1	Uganda
`F_TL`	Female population	integer	SEL	0%	1	23714926
`M_TL`	Male population	integer	SEL	0%	1	22495832
`T_TL`	Total population	integer	SEL	0%	1	46210758

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	2023
`year`	year	integer	0%	1	2022
`F_00_04`	Female population age 0-4	integer	0%	1	4274083
`F_05_09`	Female population age 5-9	integer	0%	1	3577713
`F_10_14`	Female population age 10-14	integer	0%	1	3003324
`F_15_19`	Female population age 15-19	integer	0%	1	2668456
`F_20_24`	Female population age 20-24	integer	0%	1	2165948
`F_25_29`	Female population age 25-29	integer	0%	1	1839832
`F_30_34`	Female population age 30-34	integer	0%	1	1540185
`F_35_39`	Female population age 35-39	integer	0%	1	1177866
`F_40_44`	Female population age 40-44	integer	0%	1	875733
`F_45_49`	Female population age 45-49	integer	0%	1	684354
`F_50_54`	Female population age 50-54	integer	0%	1	535370
`F_55_59`	Female population age 55-59	integer	0%	1	414044
`F_60_64`	Female population age 60-64	integer	0%	1	327937
`F_65_69`	Female population age 65-69	integer	0%	1	227795
`F_70_74`	Female population age 70-74	integer	0%	1	173360
`F_75_79`	Female population age 75-79	integer	0%	1	121134
`F_80Plus`	F_80Plus	integer	0%	1	107792
`M_00_04`	Male population age 0-4	integer	0%	1	4384548
`M_05_09`	Male population age 5-9	integer	0%	1	3689083
`M_10_14`	Male population age 10-14	integer	0%	1	3066259
`M_15_19`	Male population age 15-19	integer	0%	1	2639546
`M_20_24`	Male population age 20-24	integer	0%	1	1989818
`M_25_29`	Male population age 25-29	integer	0%	1	1538841
`M_30_34`	Male population age 30-34	integer	0%	1	1247979
`M_35_39`	Male population age 35-39	integer	0%	1	986219
`M_40_44`	Male population age 40-44	integer	0%	1	744005
`M_45_49`	Male population age 45-49	integer	0%	1	602788
+24 more pending fields — download the CSV/Parquet to see them all.

1 Admin 1 — 1 table(s)

UGA Cod Ps - Uga Codps (admin_1) — 4 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%	4	UG1, UG2, UG3, UG4
`region_name`	Region name	string	SEL	0%	4	Central, Eastern, Northern, Western
`F_TL`	Female population	integer	SEL	0%	4	6602989, 6178323, 4917763, 6015851
`M_TL`	Male population	integer	SEL	0%	4	6314680, 5845100, 4591619, 5744433
`T_TL`	Total population	integer	SEL	0%	4	12917669, 12023423, 9509382, 11760284

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
`year`	Reference year	integer	0%	1	2023, 2023, 2023, 2023
`year`	year	integer	0%	1	2022, 2022, 2022, 2022
`F_00_04`	Female population age 0-4	integer	0%	4	1123133, 1161997, 878786, 1110167
`F_05_09`	Female population age 5-9	integer	0%	4	894841, 987319, 797690, 897863
`F_10_14`	Female population age 10-14	integer	0%	4	764751, 836947, 662054, 739572
`F_15_19`	Female population age 15-19	integer	0%	4	759210, 698918, 557927, 652401
`F_20_24`	Female population age 20-24	integer	0%	4	722559, 511882, 405050, 526457
`F_25_29`	Female population age 25-29	integer	0%	4	622707, 404334, 355413, 457378
`F_30_34`	Female population age 30-34	integer	0%	4	477874, 358747, 305094, 398470
`F_35_39`	Female population age 35-39	integer	0%	4	354589, 284834, 232180, 306263
`F_40_44`	Female population age 40-44	integer	0%	4	235466, 231800, 174390, 234077
`F_45_49`	Female population age 45-49	integer	0%	4	178972, 181973, 143042, 180367
`F_50_54`	Female population age 50-54	integer	0%	4	139669, 143164, 104309, 148228
`F_55_59`	Female population age 55-59	integer	0%	4	105126, 108366, 88366, 112186
`F_60_64`	Female population age 60-64	integer	0%	4	79273, 90167, 69775, 88722
`F_65_69`	Female population age 65-69	integer	0%	4	47195, 58854, 64197, 57549
`F_70_74`	Female population age 70-74	integer	0%	4	40948, 51632, 34264, 46516
`F_75_79`	Female population age 75-79	integer	0%	4	28959, 36057, 26485, 29633
`F_80Plus`	F_80Plus	integer	0%	4	27717, 31332, 18741, 30002
`M_00_04`	Male population age 0-4	integer	0%	4	1176428, 1183931, 889381, 1134808
`M_05_09`	Male population age 5-9	integer	0%	4	940390, 1016737, 806005, 925951
`M_10_14`	Male population age 10-14	integer	0%	4	769696, 858175, 675366, 763022
`M_15_19`	Male population age 15-19	integer	0%	4	698001, 714223, 568321, 659001
`M_20_24`	Male population age 20-24	integer	0%	4	632774, 476036, 373824, 507184
`M_25_29`	Male population age 25-29	integer	0%	4	532882, 323745, 286114, 396100
`M_30_34`	Male population age 30-34	integer	0%	4	419181, 272342, 231883, 324573
`M_35_39`	Male population age 35-39	integer	0%	4	329838, 220091, 184166, 252124
`M_40_44`	Male population age 40-44	integer	0%	4	228519, 184985, 137090, 193411
`M_45_49`	Male population age 45-49	integer	0%	4	178286, 153078, 116332, 155092
+24 more pending fields — download the CSV/Parquet to see them all.

2 Admin 2 — 1 table(s)

UGA Cod Ps - Uga Codps (admin_2) — 135 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%	100	UG1001, UG1002, UG1003, UG1004, UG1005
`region_name`	Region name	string	SEL	0%	100	Buikwe, Bukomansimbi, Butambala, Buvuma, Gomba
`F_TL`	Female population	integer	SEL	0%	100	262652, 83534, 58087, 70586, 90919
`M_TL`	Male population	integer	SEL	0%	100	252022, 81689, 57049, 81442, 95538
`T_TL`	Total population	integer	SEL	0%	100	514674, 165223, 115136, 152028, 186457

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	2023, 2023, 2023, 2023, 2023
`year`	year	integer	0%	1	2022, 2022, 2022, 2022, 2022
`F_00_04`	Female population age 0-4	integer	0%	100	44534, 14345, 10384, 15390, 16771
`F_05_09`	Female population age 5-9	integer	0%	100	38777, 13295, 9235, 10008, 14623
`F_10_14`	Female population age 10-14	integer	0%	100	34278, 12202, 8528, 6556, 12835
`F_15_19`	Female population age 15-19	integer	0%	100	30741, 8412, 6575, 5724, 8904
`F_20_24`	Female population age 20-24	integer	0%	100	24825, 5600, 4242, 7034, 6607
`F_25_29`	Female population age 25-29	integer	0%	100	20992, 4941, 3621, 6892, 5673
`F_30_34`	Female population age 30-34	integer	0%	100	16719, 4758, 3213, 5896, 5372
`F_35_39`	Female population age 35-39	integer	0%	100	13183, 4101, 2720, 4456, 4311
`F_40_44`	Female population age 40-44	integer	0%	98	9626, 3359, 2120, 3246, 3565
`F_45_49`	Female population age 45-49	integer	0%	99	7803, 2752, 1772, 2114, 2842
`F_50_54`	Female population age 50-54	integer	0%	99	6603, 2454, 1567, 1421, 2536
`F_55_59`	Female population age 55-59	integer	0%	99	4546, 2237, 1214, 706, 2140
`F_60_64`	Female population age 60-64	integer	0%	98	3691, 1683, 993, 538, 1728
`F_65_69`	Female population age 65-69	integer	0%	98	1957, 1052, 550, 212, 905
`F_70_74`	Female population age 70-74	integer	0%	97	1935, 1035, 590, 185, 925
`F_75_79`	Female population age 75-79	integer	0%	95	1148, 737, 407, 85, 599
`F_80Plus`	F_80Plus	integer	0%	97	1294, 571, 356, 123, 583
`M_00_04`	Male population age 0-4	integer	0%	100	46662, 15275, 11097, 16288, 18168
`M_05_09`	Male population age 5-9	integer	0%	100	40599, 14530, 10256, 10422, 15615
`M_10_14`	Male population age 10-14	integer	0%	100	34891, 13348, 9343, 6873, 14201
`M_15_19`	Male population age 15-19	integer	0%	100	31179, 9475, 6828, 6680, 11124
`M_20_24`	Male population age 20-24	integer	0%	100	22742, 5566, 4063, 7581, 7262
`M_25_29`	Male population age 25-29	integer	0%	100	17810, 4114, 3078, 7847, 5571
`M_30_34`	Male population age 30-34	integer	0%	100	13813, 3618, 2444, 7044, 4926
`M_35_39`	Male population age 35-39	integer	0%	100	11085, 3375, 2258, 5720, 4152
`M_40_44`	Male population age 40-44	integer	0%	98	8261, 2613, 1740, 4250, 3364
`M_45_49`	Male population age 45-49	integer	0%	99	6906, 2389, 1448, 3017, 2870
+24 more pending fields — download the CSV/Parquet to see them all.

UGA World Bank Open Data UGA-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)

UGA 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	UG, UG, UG, UG, UG
`population_count`	Population count	float	SEL	2%	65	7640973.0, 7862217.0, 8092231.0, 8333663.0, 8586363.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	45.633, 46.271, 46.821, 47.378, 47.846
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	55.3784976132181, 56.1759278091596, 55.5048704604887,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	88%	8	56.1100006103516, 68.1399993896484, 71.370002746582,...
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	63	223.3, 219.4, 215.8, 212.5, 209.2
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	86%	9	56.4, 44.4, 33.8, 38.8, 31.1

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

UGA 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	UG, UG, UG, UG, UG
`life_expectancy`	Life expectancy	float	SEL	3%	64	45.633, 46.271, 46.821, 47.378, 47.846
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	11%	57	59.8, 58.7, 57.6, 56.4, 55.2
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	63	223.3, 219.4, 215.8, 212.5, 209.2
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	39	842.0, 781.0, 709.0, 655.0, 609.0
`fertility_rate`	Fertility rate	float	SEL	3%	63	6.905, 6.927, 6.959, 6.984, 7.012
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	62	48.586, 48.215, 47.989, 47.825, 47.745
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	19.129, 18.593, 18.144, 17.72, 17.379
`physicians_per_1000`	Physicians per 1000	float	SEL	74%	15	0.074, 0.09, 0.108, 0.108, 0.047
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	88%	8	1.4807984828949, 1.55869996547699, 1.64849996566772,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	33%	32	9.0, 12.0, 14.0, 14.0, 14.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	5.0827775, 5.05208397, 4.77136898, 4.2991581, 4.70022202

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

UGA Glottolog Language Catalog UGA-GLOTTOLOG Language

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

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0 Admin 0 — 1 table(s)

UGA Glottolog - Languages — 61 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%	61	acol1236, adho1243, alur1250, amba1263, arin1244
`name`	Name	string	CCL	0%	61	Acoli, Adhola, Alur, Amba (Uganda), Aringa
`iso639_3`	Iso639 3	string	CCL	5%	58	ach, adh, alz, rwm, luc
`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%	9	nilo1247, nilo1247, nilo1247, atla1278, cent2225
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	43	sout2831, adho1242, adho1241, komo1265, lugb1241
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	14	['SS', 'UG'], ['KE', 'UG'], ['CD', 'UG'], ['CD', 'UG'],...
`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%	11	3, 0, 4, 3, 0

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	3%	59	3.57738, 0.73235, 2.36213, 0.81206, 3.56143
`longitude`	longitude	float	3%	59	32.5147, 34.0341, 31.0016, 30.0014, 31.3071
`classification`	classification	string	0%	1	[], [], [], [], []

UGA LandScan Global (ORNL) UGA-LANDSCAN Modeled Population

30 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)

UGA 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	UGA
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Uganda
`admin_code`	Admin code	string	SEL	0%	1	62106908B38903582654399
`area_sqkm`	Area sqkm	float	SEL	0%	1	209008.3551
`pop_2024`	Population count	integer	SEL	0%	1	49120475
`pop_density_2024`	Population density	float	SEL	0%	1	235.02

1 Admin 1 — 1 table(s)

UGA LandScan - Population Admin1 (admin_1) — 4 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	UGA, UGA, UGA, UGA
`admin_level`	Admin level	string	SEL	0%	1	admin_1, admin_1, admin_1, admin_1
`admin_name`	Admin name	string	SEL	0%	4	Central Region, Eastern Region, Western Region, Northern Region
`admin_code`	Admin code	string	SEL	0%	4	17295835B48340970483027, 17295835B57878138064711,...
`area_sqkm`	Area sqkm	float	SEL	0%	4	40587.1064, 31816.9498, 51354.8379, 85248.4499
`pop_2024`	Population count	integer	SEL	0%	4	13624446, 12812782, 12498182, 10181811
`pop_density_2024`	Population density	float	SEL	0%	4	335.68, 402.7, 243.37, 119.44

Locality Locality — 1 table(s)

UGA LandScan - Cities (locality) — 25 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	UGA, UGA, UGA, UGA, UGA
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	25	Kampala, Mbale City, Bukalasi, Jinja, Gulu
`admin_code`	Admin code	integer	SEL	0%	25	1711, 2444, 2514, 2134, 1618
`area_sqkm`	Area sqkm	float	SEL	0%	25	804.5776, 106.284, 158.93, 72.5113, 47.6808
`pop_2024`	Population count	integer	SEL	0%	25	4875330, 358769, 334420, 246228, 211463
`pop_density_2024`	Population density	float	SEL	0%	25	6059.49, 3375.57, 2104.2, 3395.72, 4434.97

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%	25	5177878, 380225, 374528, 245759, 205487
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	25	0.942, 0.944, 0.893, 1.002, 1.029

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

25 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)

UGA GHS-UCDB - Cities (locality) — 25 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%	25	Kampala, Mbale City, Bukalasi, Mbarara, Jinja
`country_code`	Country code	string	SEL	0%	1	UGA, UGA, UGA, UGA, UGA
`population`	Population count	integer	SEL	0%	25	5177878, 380225, 374528, 285352, 245759

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	25	1711, 2444, 2514, 599, 2134
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Uganda, Uganda, Uganda, Uganda, Uganda
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

UGA D-PLACE UGA-DPLACE Ethnographic Societies

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

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

0 Admin 0 — 1 table(s)

UGA D-PLACE - Dplace Ea Societies — 16 rows, 18 columns

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Field details — 18 fields (type, nulls, unique, samples)

Standards-Aligned Fields (11)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	UGA, UGA, UGA, UGA, UGA
`society_id`	Society id	string	CCL	0%	16	Ad42, Ad44, Ad45, Ad46, Ad48
`society_name`	Society name	string	CCL	0%	16	Haya, Konjo, Nyankole, Soga, Toro
`language_glottocode`	Language glottocode	string	CCL	0%	16	haya1250, konz1239, nyan1307, soga1242, toor1238
`language_name`	Language name	string	CCL	0%	1	, , , ,
`kinship_system`	Kinship system	string	CCL	0%	14	EA001:0; EA002:0; EA003:2; EA004:3; EA005:5, EA001:0;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	9	EA006:1; EA007:8; EA008:5; EA009:5; EA010:8, EA006:1;...
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	14	EA028:5; EA029:4; EA030:5; EA031:4; EA032:2, EA028:3;...
`political_complexity`	Political complexity	string	CCL	0%	10	EA033:3; EA034:2; EA035:NA, EA033:1; EA034:2; EA035:NA,...
`religion_importance`	Religion importance	string	CCL	0%	10	EA034:2; EA112:NA, EA034:2; EA112:8, EA034:2; EA112:NA,...
`residence_pattern`	Residence pattern	string	CCL	0%	4	EA011:1; EA012:8; EA013:9, EA011:1; EA012:8; EA013:9,...

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

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Uganda, Uganda, Uganda, Uganda, Uganda
`dataset`	dataset	string	0%	1	EA, EA, EA, EA, EA
`region`	region	string	0%	1	, , , ,
`latitude`	latitude	float	0%	6	-1.0, -1.0, 0.0, 1.0, 1.0
`longitude`	longitude	float	0%	5	32.0, 30.0, 31.0, 33.0, 31.0
`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

UGA OpenFactBook UGA-OPENFACTBOOK Country Profile

15 rows · 15 table(s) OpenFactBook 0 1 2 3 95 SEL 3 CCL 566 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)

UGA OpenFactBook - Communications — 1 rows, 22 columns

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

Standards-Aligned Fields (8)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`telephones_fixed_lines_subscriptions_per_100_inhabitants_numeric`	Fixed line subscriptions per 100	float	SEL	0%	1	2023.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	83.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.ug
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	15.0
`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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`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	116,000 (2023 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	116000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	(2023 est.) less than 1
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	41.6 million (2024 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	41.6
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	83 (2024 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	public broadcaster, Uganda Broadcasting Corporation...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	31.0
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	15% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	44,000 (2023 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	44000.0
`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/ug.json

UGA OpenFactBook - Economy — 1 rows, 159 columns

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Field details — 159 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	2900.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	53.652
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	20.3
`country_code`	Country code	string	SEL	0%	1	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (153) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	low-income, primarily agrarian East African economy;...
`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	$144.137 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	144.137
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$135.803 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	135.803
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$128.923 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	128.923
`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	6.1% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	6.1
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	5.3% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	5.3
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	4.6% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	4.6
`real_gdp_growth_rate_note`	real_gdp_growth_rate_note	string	0%	1	note: annual GDP % growth based on constant local currency
`real_gdp_per_capita_real_gdp_per_capita_2024_text`	Real gdp per capita 2024 (text)	string	0%	1	$2,900 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$2,800 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	2800.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$2,700 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	2700.0
`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	$53.652 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	3.3% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	3.3
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	5.4% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	5.4
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	7.2% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	7.2
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
+123 more extension fields — download the CSV/Parquet to see them all.

UGA OpenFactBook - Energy — 1 rows, 45 columns

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Field details — 45 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	47.1
`country_code`	Country code	string	SEL	0%	1	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	47.1% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	72%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	72.0
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	35.9%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	35.9
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	1.452 million kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	1.452
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	4.254 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	4.254
`electricity_exports_text`	electricity_exports_text	string	0%	1	400.349 million kWh (2023 est.)
`electricity_exports_numeric`	electricity_exports_numeric	float	0%	1	400.349
`electricity_imports_text`	electricity_imports_text	string	0%	1	23.289 million kWh (2023 est.)
`electricity_imports_numeric`	electricity_imports_numeric	float	0%	1	23.289
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	1.116 billion kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	1.116
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	2.6% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	2.6
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	2.6% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	2.6
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	86.6% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	86.6
`electricity_generation_sources_biomass_and_waste_text`	electricity_generation_sources_biomass_and_waste_text	string	0%	1	8.2% of total installed capacity (2023 est.)
`electricity_generation_sources_biomass_and_waste_numeric`	electricity_generation_sources_biomass_and_waste_numeric	float	0%	1	8.2
`coal_consumption_text`	coal_consumption_text	string	0%	1	19 metric tons (2023 est.)
`coal_consumption_numeric`	coal_consumption_numeric	float	0%	1	19.0
`coal_exports_text`	coal_exports_text	string	0%	1	100 metric tons (2023 est.)
`coal_exports_numeric`	coal_exports_numeric	float	0%	1	100.0
`coal_imports_text`	coal_imports_text	string	0%	1	19 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	19.0
`coal_proven_reserves_text`	coal_proven_reserves_text	string	0%	1	799.999 million metric tons (2023 est.)
+11 more extension fields — download the CSV/Parquet to see them all.

UGA OpenFactBook - Environment — 1 rows, 45 columns

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Field details — 45 fields (type, nulls, unique, samples)

Standards-Aligned Fields (8)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	71.9
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	12.1
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	26.8
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	5.41
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	7.045
`country_code`	Country code	string	SEL	0%	1	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	draining of wetlands for agricultural use;...
`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	Environmental Modification
`climate_text`	climate_text	string	0%	1	tropical; generally rainy with two dry seasons (December...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	71.9% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 34.4% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	34.4
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 11% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	11.0
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 26.5% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	26.5
`land_use_forest_text`	land_use_forest_text	string	0%	1	12.1% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	16% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	16.0
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	26.8% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	5.41% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	6.354 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	6.354
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	-398 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	-398.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	6.354 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	6.354
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	31.3 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	31.3
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	7.045 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	24.1% (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	24.1
`total_water_withdrawal_municipal_text`	total_water_withdrawal_municipal_text	string	0%	1	328 million cubic meters (2022 est.)
`total_water_withdrawal_municipal_numeric`	total_water_withdrawal_municipal_numeric	float	0%	1	328.0
`total_water_withdrawal_industrial_text`	total_water_withdrawal_industrial_text	string	0%	1	50 million cubic meters (2022 est.)
+7 more extension fields — download the CSV/Parquet to see them all.

UGA 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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`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	Ugandan(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Ugandan
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Baganda 16.5%, Banyankole 9.6%, Basoga 8.8%, Bakiga...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	16.5
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

UGA OpenFactBook - Geography — 1 rows, 53 columns

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Field details — 53 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	241038.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	197100.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	43938.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	2729.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	0.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	5110.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	614.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	71.9
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	12.1
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	105.0
`country_code`	Country code	string	SEL	0%	1	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (40) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	East-Central Africa, west of Kenya, east of the...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	1 00 N, 32 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	1.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	241,038 sq km
`area_land_text`	area_land_text	string	0%	1	197,100 sq km
`area_water_text`	area_water_text	string	0%	1	43,938 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly more than two times the size of Pennsylvania;...
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	2,729 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Democratic Republic of the Congo 877 km; Kenya 814 km;...
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	877.0
`coastline_text`	coastline_text	string	0%	1	0 km (landlocked)
`maritime_claims_text`	maritime_claims_text	string	0%	1	none (landlocked)
`climate_text`	climate_text	string	0%	1	tropical; generally rainy with two dry seasons (December...
`terrain_text`	terrain_text	string	0%	1	mostly plateau with rim of mountains
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Margherita Peak on Mount Stanley 5,110 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Albert Nile 614 m
`natural_resources_text`	natural_resources_text	string	0%	1	copper, cobalt, hydropower, limestone, salt, arable land, gold
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	71.9% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 34.4% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	34.4
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 11% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	11.0
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 26.5% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	26.5
`land_use_forest_text`	land_use_forest_text	string	0%	1	12.1% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	16% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	16.0
`irrigated_land_text`	irrigated_land_text	string	0%	1	105 sq km (2013)
`major_lakes_area_sq_km_fresh_water_lake_s_text`	major_lakes_area_sq_km_fresh_water_lake_s_text	string	0%	1	Lake Victoria (shared with Tanzania and Kenya) - 62,940...
+10 more extension fields — download the CSV/Parquet to see them all.

UGA OpenFactBook - Government — 1 rows, 101 columns

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Field details — 101 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	UGA
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (99) — 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 Uganda
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Uganda
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name is derived from the Swahili word u, meaning...
`government_type_text`	government_type_text	string	0%	1	presidential republic
`capital_name_text`	capital_name_text	string	0%	1	Kampala
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	0 19 N, 32 33 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	0.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC+3 (8 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	3.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the name is said to come from an African antelope, the impala
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	134 districts and 1 capital city*; Abim, Adjumani,...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	134.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of English common law and customary law
`constitution_history_text`	constitution_history_text	string	0%	1	several previous; latest adopted 27 September 1995,...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	27.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by the National Assembly; passage requires at...
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	accepts compulsory ICJ jurisdiction; accepts ICCt jurisdiction
`citizenship_citizenship_by_birth_text`	Citizenship by birth (text)	string	0%	1	no
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	at least one parent or grandparent must be a native-born...
`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	an aggregate of 20 years and continuously for the last 2...
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	20.0
`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 Yoweri Kaguta MUSEVENI (since 26 January 1986)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	26.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister Robinah NABBANJA (since 14 June 2021)
`executive_branch_head_of_government_numeric`	executive_branch_head_of_government_numeric	float	0%	1	14.0
`executive_branch_cabinet_text`	executive_branch_cabinet_text	string	0%	1	Cabinet appointed by the president from among elected...
`executive_branch_election_appointment_process_text`	executive_branch_election_appointment_process_text	string	0%	1	president directly elected by absolute-majority popular...
+69 more extension fields — download the CSV/Parquet to see them all.

UGA 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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`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	An ancient crossroads for various migrations, Uganda has...
`background_numeric`	background_numeric	float	0%	1	65.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

UGA 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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`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 (official), Ganda or Luganda (most widely used...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

UGA OpenFactBook - Migration — 1 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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`refugees_and_internally_displaced_persons_refugees_text`	refugees_and_internally_displaced_persons_refugees_text	string	0%	1	1,796,597 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	1796597.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	22,209 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	22209.0
`refugees_and_internally_displaced_persons_stateless_persons_text`	refugees_and_internally_displaced_persons_stateless_persons_text	string	0%	1	10,284 (2024 est.)
`refugees_and_internally_displaced_persons_stateless_persons_numeric`	refugees_and_internally_displaced_persons_stateless_persons_numeric	float	0%	1	10284.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

UGA OpenFactBook - Military And Security — 1 rows, 27 columns

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Field details — 27 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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (24) — 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	Uganda People's Defense Force (UPDF): Land Force...
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	2% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	2.0
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	2.2% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	2.2
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	2.5% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	2.5
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	2.5% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	2.5
`military_expenditures_military_expenditures_2019_text`	Military expenditures 2019 (text)	string	0%	1	1.7% of GDP (2019 est.)
`military_expenditures_military_expenditures_2019_numeric`	Military expenditures 2019 (numeric)	float	0%	1	1.7
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	approximately 45,000 active Defense Forces (2025)
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	45000.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	most of the UPDF's arms are of Russian/Soviet origin...
`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	18-22 years of age for voluntary military duty for men...
`military_service_age_and_obligation_numeric`	military_service_age_and_obligation_numeric	float	0%	1	18.0
`military_deployments_text`	military_deployments_text	string	0%	1	estimated 3,000 Democratic Republic of Congo; up to...
`military_deployments_numeric`	military_deployments_numeric	float	0%	1	3000.0
`military_note_text`	military_note_text	string	0%	1	the responsibilities of the Uganda People's Defense...
`military_note_numeric`	military_note_numeric	float	0%	1	1895.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

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

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

Standards-Aligned Fields (28)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	50863850.0
`population_male_numeric`	Population male	float	SEL	0%	1	24835513.0
`population_female_numeric`	Population female	float	SEL	0%	1	26028337.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	47.0
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	50.6
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	2.4
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	96.9
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	92.1
`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	16.4
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	3.13
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	38.91
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	4.61
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-2.96
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	26.8
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	5.41
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.03
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	0.95
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	170.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	27.5
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	69.7
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	5.08
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	2.5
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.19
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	69.1
`country_code`	Country code	string	SEL	0%	1	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (122) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	50,863,850 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	24,835,513
`population_female_text`	population_female_text	string	0%	1	26,028,337
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	47% (male 11,747,745/female 11,427,932)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	50.6% (male 11,788,483/female 13,131,051)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	2.4% (2024 est.) (male 504,332/female 683,498)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	96.9 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	92.1 (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	20.8 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	20.8
`median_age_total_text`	median_age_total_text	string	0%	1	16.4 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	15.5 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	15.5
`median_age_female_text`	median_age_female_text	string	0%	1	17.1 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	17.1
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	3.13% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	38.91 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	4.61 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-2.96 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	population density is relatively high in comparison to...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	26.8% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	5.41% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	3.846 million KAMPALA (capital) (2023)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	3.846
`sex_ratio_at_birth_text`	sex_ratio_at_birth_text	string	0%	1	1.03 male(s)/female
`sex_ratio_0_14_years_text`	sex_ratio_0_14_years_text	string	0%	1	1.03 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.03
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	0.9 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	0.9
+92 more extension fields — download the CSV/Parquet to see them all.

UGA OpenFactBook - Religions — 1 rows, 28 columns

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Field details — 28 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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_muslim_pct_synth`	Muslim	numeric	CCL	0%	-	13.7
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	1.6
`composition_ethnicity_primary_label_synth`	other	string	CCL	0%	-	other

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 45.1% (Anglican 32.0%, Pentecostal/Born...
`religions_numeric`	religions_numeric	float	0%	1	45.1
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

Pending (18) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	45.1
`composition_religion_protestant__anglican_pct_synth`	Anglican	numeric	0%	-	32.0
`composition_religion_protestant__pentecostal_born_again_evangelical_pct_synth`	Pentecostal/Born Again/Evangelical	numeric	0%	-	11.1
`composition_religion_protestant__seventh_day_adventist_pct_synth`	Seventh Day Adventist	numeric	0%	-	1.7
`composition_religion_protestant__baptist_pct_synth`	Baptist	numeric	0%	-	0.3
`composition_religion_roman_catholic_pct_synth`	Roman Catholic	numeric	0%	-	39.3
`composition_religion_none_pct_synth`	none	numeric	0%	-	0.2
`composition_ethnicity_baganda_pct_synth`	Baganda	numeric	0%	-	16.5
`composition_ethnicity_banyankole_pct_synth`	Banyankole	numeric	0%	-	9.6
`composition_ethnicity_basoga_pct_synth`	Basoga	numeric	0%	-	8.8
`composition_ethnicity_bakiga_pct_synth`	Bakiga	numeric	0%	-	7.1
`composition_ethnicity_iteso_pct_synth`	Iteso	numeric	0%	-	7.0
`composition_ethnicity_langi_pct_synth`	Langi	numeric	0%	-	6.3
`composition_ethnicity_bagisu_pct_synth`	Bagisu	numeric	0%	-	4.9
`composition_ethnicity_acholi_pct_synth`	Acholi	numeric	0%	-	4.4
`composition_ethnicity_lugbara_pct_synth`	Lugbara	numeric	0%	-	3.3
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	32.1
`composition_ethnicity_primary_share_pct_synth`	other	numeric	0%	-	32.1

UGA 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	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`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	al-Shabaab; Islamic State of Iraq and ash-Sham -...
`source_section`	source_section	string	0%	1	Terrorism
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

UGA OpenFactBook - Transportation — 1 rows, 13 columns

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Field details — 13 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	5X
`airports_numeric`	Airports count	float	SEL	0%	1	39.0
`country_code`	Country code	string	SEL	0%	1	UGA
`country_name`	Country name	string	SEL	0%	1	Uganda
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	5.0
`airports_text`	airports_text	string	0%	1	39 (2025)
`railways_total_text`	railways_total_text	string	0%	1	1,244 km (2014)
`railways_total_numeric`	railways_total_numeric	float	0%	1	1244.0
`railways_narrow_gauge_text`	railways_narrow_gauge_text	string	0%	1	1,244 km (2014) 1.000-m gauge
`railways_narrow_gauge_numeric`	railways_narrow_gauge_numeric	float	0%	1	1244.0
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/ug.json

UGA Ethnic Power Relations Dataset UGA-EPR Political Ethnicity

9 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)

UGA EPR - Groups — 9 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	UGA, UGA, UGA, UGA, UGA
`ethnic_group_name`	Ethnic group name	string	CCL	0%	9	Baganda, South-Westerners (Ankole, Banyoro, Toro),...
`ethnic_power_status`	Ethnic power status	string	CCL	0%	5	JUNIOR PARTNER, SENIOR PARTNER, POWERLESS, JUNIOR...
`ethnic_population_share`	Ethnic population share	float	CCL	0%	8	0.16, 0.141, 0.1, 0.08, 0.08
`ethnic_group_id`	Ethnic group id	float	CCL	0%	9	50002000, 50011090, 50009120, 50004000, 50009210
`regional_autonomy`	Regional autonomy	string	CCL	0%	2	false, false, false, false, false

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

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

UGA Afrobarometer UGA-AFROBAROMETER Attitudes Values

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

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

0 Admin 0 — 5 table(s)

UGA Afrobarometer - Economic Indicators — 1 rows, 9 columns

Loading data…

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	UGA
`economic_conditions`	Economic conditions	integer	CCL	0%	1	1
`living_conditions`	Living conditions	integer	CCL	0%	1	1
`employment_situation`	Employment situation	integer	CCL	0%	1	1
`food_insecurity`	Food insecurity	integer	CCL	0%	1	1

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

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

UGA Afrobarometer - Gender Indicators — 1 rows, 9 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	UGA
`women_equal_rights`	Women equal rights	integer	CCL	0%	1	1
`women_political_leaders`	Women political leaders	integer	CCL	0%	1	1
`women_land_rights`	Women land rights	integer	CCL	0%	1	1
`domestic_violence_justified`	Domestic violence justified	integer	CCL	0%	1	1

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

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

UGA Afrobarometer - Governance Indicators — 1 rows, 13 columns

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Field details — 13 fields (type, nulls, unique, samples)

Standards-Aligned Fields (9)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	UGA
`trust_president`	Trust president	integer	CCL	0%	1	1
`trust_parliament`	Trust parliament	integer	CCL	0%	1	1
`trust_courts`	Trust courts	integer	CCL	0%	1	1
`trust_police`	Trust police	integer	CCL	0%	1	1
`trust_army`	Trust army	integer	CCL	0%	1	1
`corruption_perception`	Corruption perception	integer	CCL	0%	1	1
`democracy_satisfaction`	Democracy satisfaction	integer	CCL	0%	1	1
`democracy_preference`	Democracy preference	integer	CCL	0%	1	1

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

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

UGA Afrobarometer - Migration Indicators — 1 rows, 8 columns

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

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	UGA
`emigration_considered`	Emigration considered	integer	CCL	0%	1	1
`immigration_attitude`	Immigration attitude	integer	CCL	0%	1	1
`foreign_workers_attitude`	Foreign workers attitude	integer	CCL	0%	1	1

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

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

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

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Field details — 10 fields (type, nulls, unique, samples)

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	UGA
`trust_relatives`	Trust relatives	integer	CCL	0%	1	1
`trust_neighbors`	Trust neighbors	integer	CCL	0%	1	1
`trust_other_ethnic`	Trust other ethnic	integer	CCL	0%	1	1
`trust_other_religion`	Trust other religion	integer	CCL	0%	1	1
`national_identity_vs_ethnic`	National identity vs ethnic	integer	CCL	0%	1	1

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

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

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

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

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

1 Admin 1 — 1 table(s)

UGA Mobility by Region — 4 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	UG, UG, UG, UG
`admin_level`	Admin level	integer	SEL	0%	1	1, 1, 1, 1
`iso3`	Country code	string	SEL	0%	1	UGA, UGA, UGA, UGA

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

Field Name	Label	Type	Nulls	Unique	Samples
`retail`	retail	float	0%	4	-3.18, 3.52, -0.71, -1.42
`grocery`	grocery	float	0%	4	2.38, -2.65, 0.0, -1.51
`parks`	parks	float	0%	4	7.39, -0.02, 1.09, 9.56
`transit`	transit	float	0%	4	-5.32, 0.0, -1.72, -18.08
`workplaces`	workplaces	float	0%	4	6.49, 26.2, 36.36, 15.42
`residential`	residential	float	0%	4	8.97, 2.22, 1.16, 2.39
`region`	region	string	0%	4	Central Region, Eastern Region, Northern Region, Western Region
`observation_count`	observation_count	integer	0%	4	7594, 3165, 3420, 3716

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

4 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)

UGA Nga Gns - Language — 3 rows, 9 columns

Loading data…

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

Standards-Aligned Fields (9)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	UGA, UGA, UGA
`gns_language_code`	gns_language_code	string	CCL	0%	3	eng, fra, ara
`gns_language_name`	gns_language_name	string	CCL	0%	3	English, French, Arabic
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	2	4347, 4, 4
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	2	99.8163, 0.0918, 0.0918
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	2	0, 0, 2
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	2	, , Arab
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	2	, , Arabic
`gns_script_count`	gns_script_count	integer	CCL	0%	2	0, 0, 1

UGA 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	UGA
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Uganda
`gns_language_count`	gns_language_count	integer	CCL	0%	1	3
`gns_script_count`	gns_script_count	integer	CCL	0%	1	1
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9838
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	2

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	24623
`gns_feature_count`	gns_feature_count	integer	0%	1	21411
`gns_endonym_count`	gns_endonym_count	integer	0%	1	24619
`gns_exonym_count`	gns_exonym_count	integer	0%	1	4
`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	4910
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	4191
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	12391
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	11365
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	4017
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	3263
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	1581
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	1460
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	603
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	541
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	199
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	151
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	922
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	440

UGA Global Organized Crime Index UGA-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)

UGA 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.

UGA World Values Survey UGA-WVS Attitudes Values

1 rows · 1 table(s) World Values Survey 0 1 2 3 1 SEL 25 ext ▶

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0 Admin 0 — 1 table(s)

UGA WVS - Country Aggregates — 1 rows, 26 columns

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

Standards-Aligned Fields (1)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	UGA

Extension Fields (25) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`wave`	wave	integer	0%	1	7
`wave_years`	wave_years	string	0%	1	2017-2022
`source`	source	string	0%	1	World Values Survey
`importance_religion`	importance_religion	integer	0%	1	1
`importance_family`	importance_family	integer	0%	1	1
`importance_friends`	importance_friends	integer	0%	1	1
`trust_people`	trust_people	integer	0%	1	1
`trust_family`	trust_family	integer	0%	1	1
`life_satisfaction`	life_satisfaction	integer	0%	1	1
`happiness`	happiness	integer	0%	1	1
`freedom_choice`	freedom_choice	integer	0%	1	1
`gender_jobs_scarce`	gender_jobs_scarce	integer	0%	1	1
`gender_political_leaders`	gender_political_leaders	integer	0%	1	1
`gender_university`	gender_university	integer	0%	1	1
`justifiable_divorce`	justifiable_divorce	integer	0%	1	1
`justifiable_homosexuality`	justifiable_homosexuality	integer	0%	1	1
`immigration_policy`	immigration_policy	integer	0%	1	1
`immigrants_jobs`	immigrants_jobs	integer	0%	1	1
`immigrants_culture`	immigrants_culture	integer	0%	1	1
`confidence_government`	confidence_government	integer	0%	1	1
`confidence_parliament`	confidence_parliament	integer	0%	1	1
`confidence_police`	confidence_police	integer	0%	1	1
`confidence_courts`	confidence_courts	integer	0%	1	1
`confidence_press`	confidence_press	integer	0%	1	1
`democracy_importance`	democracy_importance	integer	0%	1	1

HERA · Human Entity Reference Atlas by Masego Inc

Build a download

Language	Place names	Share	Script
English (eng)	4,347	99.8%	—
French (fra)	4	0.1%	—
Arabic (ara)	4	0.1%	Arabic

Source	Type	Access
HDX COD — Population Statistics (OCHA/UNFPA)	international_organization	bulk_download
Global Data Lab	academic	api
World Bank Open Data	international_organization	api
GI-TOC / ENACT (Global Initiative Against Transnational Organized Crime · ENACT)	academic	bulk_download
Google	commercial	bulk_download
World Values Survey	academic	metadata_catalog
Afrobarometer	academic	api
Ethnic Power Relations Dataset	academic	bulk_download
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
NGA GEOnet Names Server (GNS)	official_government	bulk_download
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
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