Rwanda

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

452 rows · 4 table(s) HDX COD — Population Statistics (OCHA/UNFPA) 0 1 2 3 20 SEL ▶

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)

RWA Cod Ps - Rwa 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	RW
`region_name`	Region name	string	SEL	0%	1	Rwanda
`F_TL`	Female population	integer	SEL	0%	1	190099
`M_TL`	Male population	integer	SEL	0%	1	172694
`T_TL`	Total population	integer	SEL	0%	1	362793

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	2023
`F_00_04`	Female population age 0-4	integer	0%	1	22013
`F_05_09`	Female population age 5-9	integer	0%	1	23943
`F_10_14`	Female population age 10-14	integer	0%	1	23527
`F_15_19`	Female population age 15-19	integer	0%	1	20887
`F_20_24`	Female population age 20-24	integer	0%	1	16157
`F_25_29`	Female population age 25-29	integer	0%	1	13897
`F_30_34`	Female population age 30-34	integer	0%	1	13558
`F_35_39`	Female population age 35-39	integer	0%	1	14029
`F_40_44`	Female population age 40-44	integer	0%	1	10387
`F_45_49`	Female population age 45-49	integer	0%	1	7443
`F_50_54`	Female population age 50-54	integer	0%	1	6632
`F_55_59`	Female population age 55-59	integer	0%	1	5311
`F_60_64`	Female population age 60-64	integer	0%	1	4340
`F_65_69`	Female population age 65-69	integer	0%	1	3681
`F_70_74`	Female population age 70-74	integer	0%	1	2161
`F_75_79`	Female population age 75-79	integer	0%	1	1116
`F_80Plus`	F_80Plus	integer	0%	1	1017
`M_00_04`	Male population age 0-4	integer	0%	1	22831
`M_05_09`	Male population age 5-9	integer	0%	1	24473
`M_10_14`	Male population age 10-14	integer	0%	1	23932
`M_15_19`	Male population age 15-19	integer	0%	1	21611
`M_20_24`	Male population age 20-24	integer	0%	1	15219
`M_25_29`	Male population age 25-29	integer	0%	1	12404
`M_30_34`	Male population age 30-34	integer	0%	1	11531
`M_35_39`	Male population age 35-39	integer	0%	1	11051
`M_40_44`	Male population age 40-44	integer	0%	1	7787
`M_45_49`	Male population age 45-49	integer	0%	1	5318
+24 more pending fields — download the CSV/Parquet to see them all.

1 Admin 1 — 1 table(s)

RWA Cod Ps - Rwa Codps (admin_1) — 5 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%	5	RW5, RW1, RW4, RW2, RW3
`region_name`	Region name	string	SEL	0%	5	Eastern Province, Kigali City, Northern Province,...
`F_TL`	Female population	integer	SEL	0%	5	236613, 432099, 170398, 193893, 190099
`M_TL`	Male population	integer	SEL	0%	5	232495, 483707, 159415, 172838, 172694
`T_TL`	Total population	integer	SEL	0%	5	469108, 915806, 329813, 366731, 362793

Pending (54) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_1, admin_1, admin_1, admin_1, admin_1
`year`	Reference year	integer	0%	1	2023, 2023, 2023, 2023, 2023
`year`	year	integer	0%	1	2023, 2023, 2023, 2023, 2023
`F_00_04`	Female population age 0-4	integer	0%	5	32472, 57912, 19186, 25173, 22013
`F_05_09`	Female population age 5-9	integer	0%	5	30985, 45069, 22908, 24427, 23943
`F_10_14`	Female population age 10-14	integer	0%	5	26669, 40997, 24915, 21655, 23527
`F_15_19`	Female population age 15-19	integer	0%	5	23226, 48602, 20102, 19238, 20887
`F_20_24`	Female population age 20-24	integer	0%	5	21719, 55448, 14757, 14632, 16157
`F_25_29`	Female population age 25-29	integer	0%	5	18681, 46663, 11108, 13670, 13897
`F_30_34`	Female population age 30-34	integer	0%	5	19489, 39826, 10693, 14382, 13558
`F_35_39`	Female population age 35-39	integer	0%	5	16767, 33611, 11095, 13568, 14029
`F_40_44`	Female population age 40-44	integer	0%	5	12116, 21985, 8120, 11509, 10387
`F_45_49`	Female population age 45-49	integer	0%	5	8879, 14163, 6698, 9910, 7443
`F_50_54`	Female population age 50-54	integer	0%	5	6762, 7754, 4995, 6846, 6632
`F_55_59`	Female population age 55-59	integer	0%	5	6228, 6344, 4560, 6529, 5311
`F_60_64`	Female population age 60-64	integer	0%	5	5222, 4936, 3973, 5549, 4340
`F_65_69`	Female population age 65-69	integer	0%	5	3819, 3857, 3269, 3294, 3681
`F_70_74`	Female population age 70-74	integer	0%	5	1965, 2429, 1929, 1878, 2161
`F_75_79`	Female population age 75-79	integer	0%	5	961, 1390, 1133, 998, 1116
`F_80Plus`	F_80Plus	integer	0%	5	653, 1113, 957, 635, 1017
`M_00_04`	Male population age 0-4	integer	0%	5	33454, 59194, 19435, 26143, 22831
`M_05_09`	Male population age 5-9	integer	0%	5	31847, 46599, 22929, 24732, 24473
`M_10_14`	Male population age 10-14	integer	0%	5	28012, 40497, 24911, 22293, 23932
`M_15_19`	Male population age 15-19	integer	0%	5	24455, 44426, 20360, 19905, 21611
`M_20_24`	Male population age 20-24	integer	0%	5	22562, 61531, 15678, 13918, 15219
`M_25_29`	Male population age 25-29	integer	0%	5	18970, 60449, 11287, 12127, 12404
`M_30_34`	Male population age 30-34	integer	0%	5	18601, 55241, 9414, 12597, 11531
`M_35_39`	Male population age 35-39	integer	0%	5	15771, 45158, 9023, 10745, 11051
`M_40_44`	Male population age 40-44	integer	0%	5	10812, 27075, 6651, 8260, 7787
`M_45_49`	Male population age 45-49	integer	0%	5	7439, 16658, 5254, 6586, 5318
+24 more pending fields — download the CSV/Parquet to see them all.

2 Admin 2 — 1 table(s)

RWA Cod Ps - Rwa Codps (admin_2) — 30 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%	30	RW57, RW53, RW54, RW55, RW56
`region_name`	Region name	string	SEL	0%	30	Bugesera, Gatsibo, Kayonza, Kirehe, Ngoma
`F_TL`	Female population	integer	SEL	0%	30	236613, 348552, 277298, 241160, 230804
`M_TL`	Male population	integer	SEL	0%	30	232495, 332062, 267910, 230118, 218208
`T_TL`	Total population	integer	SEL	0%	30	469108, 680614, 545208, 471278, 449012

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	2023, 2023, 2023, 2023, 2023
`F_00_04`	Female population age 0-4	integer	0%	30	32472, 44454, 36097, 30422, 30312
`F_05_09`	Female population age 5-9	integer	0%	30	30985, 46617, 36528, 32532, 29509
`F_10_14`	Female population age 10-14	integer	0%	30	26669, 44999, 34039, 30087, 25764
`F_15_19`	Female population age 15-19	integer	0%	30	23226, 37464, 29007, 24878, 22771
`F_20_24`	Female population age 20-24	integer	0%	30	21719, 29436, 24813, 21660, 20707
`F_25_29`	Female population age 25-29	integer	0%	30	18681, 23787, 19190, 17743, 17244
`F_30_34`	Female population age 30-34	integer	0%	30	19489, 23795, 20541, 16859, 17317
`F_35_39`	Female population age 35-39	integer	0%	30	16767, 26220, 21149, 17484, 17374
`F_40_44`	Female population age 40-44	integer	0%	29	12116, 20630, 15902, 13484, 13438
`F_45_49`	Female population age 45-49	integer	0%	30	8879, 14730, 11460, 10278, 9940
`F_50_54`	Female population age 50-54	integer	0%	30	6762, 9830, 7424, 7070, 6934
`F_55_59`	Female population age 55-59	integer	0%	30	6228, 8472, 6405, 6123, 5960
`F_60_64`	Female population age 60-64	integer	0%	30	5222, 6709, 5355, 4896, 4785
`F_65_69`	Female population age 65-69	integer	0%	30	3819, 5497, 4572, 3981, 4129
`F_70_74`	Female population age 70-74	integer	0%	30	1965, 3177, 2517, 1907, 2442
`F_75_79`	Female population age 75-79	integer	0%	30	961, 1527, 1349, 1000, 1338
`F_80Plus`	F_80Plus	integer	0%	30	653, 1208, 950, 756, 840
`M_00_04`	Male population age 0-4	integer	0%	30	33454, 44806, 37430, 31532, 31560
`M_05_09`	Male population age 5-9	integer	0%	30	31847, 47314, 37533, 32642, 30647
`M_10_14`	Male population age 10-14	integer	0%	30	28012, 45911, 35775, 30932, 26638
`M_15_19`	Male population age 15-19	integer	0%	30	24455, 38555, 30288, 26349, 23456
`M_20_24`	Male population age 20-24	integer	0%	30	22562, 30524, 24201, 21335, 19517
`M_25_29`	Male population age 25-29	integer	0%	30	18970, 23077, 18778, 16162, 14901
`M_30_34`	Male population age 30-34	integer	0%	30	18601, 21404, 18931, 14733, 15349
`M_35_39`	Male population age 35-39	integer	0%	30	15771, 22868, 19175, 16081, 15334
`M_40_44`	Male population age 40-44	integer	0%	30	10812, 17147, 13334, 11334, 11287
`M_45_49`	Male population age 45-49	integer	0%	30	7439, 11854, 9263, 8034, 8092
+24 more pending fields — download the CSV/Parquet to see them all.

3 Admin 3 — 1 table(s)

RWA Cod Ps - Rwa Codps (admin_3) — 416 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	RW5701, RW5702, RW5703, RW5704, RW5705
`region_name`	Region name	string	SEL	0%	98	Gashora, Juru, Kamabuye, Mareba, Mayange
`F_TL`	Female population	integer	SEL	0%	100	14784, 13495, 11619, 12336, 27972
`M_TL`	Male population	integer	SEL	0%	99	14463, 13014, 11005, 11383, 30789
`T_TL`	Total population	integer	SEL	0%	99	29247, 26509, 22624, 23719, 58761

Pending (54) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_3, admin_3, admin_3, admin_3, admin_3
`year`	Reference year	integer	0%	1	2023, 2023, 2023, 2023, 2023
`year`	year	integer	0%	1	2023, 2023, 2023, 2023, 2023
`F_00_04`	Female population age 0-4	integer	0%	97	2063, 1839, 1523, 1595, 3816
`F_05_09`	Female population age 5-9	integer	0%	98	1899, 1792, 1533, 1633, 3497
`F_10_14`	Female population age 10-14	integer	0%	98	1851, 1583, 1320, 1359, 2797
`F_15_19`	Female population age 15-19	integer	0%	97	1486, 1312, 1248, 1194, 2892
`F_20_24`	Female population age 20-24	integer	0%	96	1335, 1181, 1089, 1032, 2884
`F_25_29`	Female population age 25-29	integer	0%	97	1098, 1095, 773, 958, 2315
`F_30_34`	Female population age 30-34	integer	0%	98	1124, 1162, 855, 1152, 2242
`F_35_39`	Female population age 35-39	integer	0%	98	1025, 1009, 690, 824, 1994
`F_40_44`	Female population age 40-44	integer	0%	97	771, 632, 654, 608, 1326
`F_45_49`	Female population age 45-49	integer	0%	100	578, 497, 465, 470, 901
`F_50_54`	Female population age 50-54	integer	0%	96	451, 351, 362, 392, 776
`F_55_59`	Female population age 55-59	integer	0%	91	367, 339, 375, 368, 794
`F_60_64`	Female population age 60-64	integer	0%	92	305, 349, 306, 308, 712
`F_65_69`	Female population age 65-69	integer	0%	92	197, 179, 168, 237, 564
`F_70_74`	Female population age 70-74	integer	0%	84	123, 104, 134, 107, 255
`F_75_79`	Female population age 75-79	integer	0%	68	71, 47, 67, 68, 118
`F_80Plus`	F_80Plus	integer	0%	63	40, 24, 57, 31, 89
`M_00_04`	Male population age 0-4	integer	0%	99	2079, 1912, 1533, 1698, 4003
`M_05_09`	Male population age 5-9	integer	0%	99	2038, 1806, 1579, 1658, 3708
`M_10_14`	Male population age 10-14	integer	0%	99	2040, 1641, 1438, 1483, 3021
`M_15_19`	Male population age 15-19	integer	0%	98	1584, 1379, 1360, 1186, 3155
`M_20_24`	Male population age 20-24	integer	0%	96	1315, 1172, 1089, 978, 3380
`M_25_29`	Male population age 25-29	integer	0%	96	1073, 1062, 727, 930, 2919
`M_30_34`	Male population age 30-34	integer	0%	96	1051, 1038, 736, 956, 2387
`M_35_39`	Male population age 35-39	integer	0%	98	924, 935, 642, 729, 2238
`M_40_44`	Male population age 40-44	integer	0%	94	689, 542, 472, 461, 1467
`M_45_49`	Male population age 45-49	integer	0%	96	454, 347, 340, 369, 1061
+24 more pending fields — download the CSV/Parquet to see them all.

RWA Global Data Lab RWA-GDL Development Indices

174 rows · 1 table(s) Global Data Lab 0 1 2 3 9 SEL 2 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)

RWA GDL - Subnational Indices — 174 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	RWA, RWA, RWA, RWA, RWA
`region_code`	Admin code	string	SEL	100%	-	-
`region_name`	Admin name	string	SEL	0%	6	Total, City of Kigali, East, North, South
`human_development_index`	Human development index	float	SEL	0%	83	0.327, 0.404, 0.306, 0.316, 0.324
`health_index`	Health index	float	SEL	0%	91	0.331, 0.378, 0.302, 0.318, 0.331
`education_index`	Education index	float	SEL	0%	85	0.314, 0.441, 0.287, 0.296, 0.31
`income_index`	Income index	float	SEL	0%	78	0.337, 0.394, 0.33, 0.334, 0.331
`life_expectancy`	Life expectancy	float	SEL	0%	98	41.52, 44.59, 39.64, 40.66, 41.5
`mean_years_schooling`	Mean years schooling	float	SEL	0%	88	4.704, 8.043, 4.312, 4.102, 4.685

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

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	17	1995, 1995, 1995, 1995, 1995
`level`	level	string	0%	2	national, subnational, subnational, subnational, subnational

RWA UNHCR Refugee Data Finder RWA-UNHCR Migration

150 rows · 2 table(s) UNHCR Refugee Data Finder 0 1 2 3 12 CCL 36 ext ▶

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

0 Admin 0 — 2 table(s)

RWA 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%	-	-

RWA 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%	-	-

RWA World Bank Open Data RWA-WORLD_BANK Development Indicators

132 rows · 2 table(s) World Bank Open Data 0 1 2 3 19 SEL 4 ext ▶

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

0 Admin 0 — 2 table(s)

RWA 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	RW, RW, RW, RW, RW
`population_count`	Population count	float	SEL	2%	65	3022294.0, 3106779.0, 3186025.0, 3258890.0, 3334834.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	47.022, 47.458, 47.802, 43.998, 48.131
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	39.3740728069473, 39.2689714974898, 39.2338440533266,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	88%	8	38.2400016784668, 57.8499984741211, 64.8899993896484,...
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	62	224.2, 218.8, 215.1, 212.7, 211.3
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	96%	3	39.1, 38.2, 27.4

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

RWA 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	RW, RW, RW, RW, RW
`life_expectancy`	Life expectancy	float	SEL	3%	64	47.022, 47.458, 47.802, 43.998, 48.131
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	3%	58	62.8, 62.3, 61.8, 61.5, 61.3
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	62	224.2, 218.8, 215.1, 212.7, 211.3
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	38	1116.0, 1126.0, 1145.0, 1188.0, 1238.0
`fertility_rate`	Fertility rate	float	SEL	3%	62	8.283, 8.279, 8.271, 8.269, 8.266
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	52.88, 51.954, 50.864, 49.776, 48.779
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	63	19.585, 19.106, 18.677, 20.841, 18.024
`physicians_per_1000`	Physicians per 1000	float	SEL	59%	24	0.008, 0.014, 0.017, 0.017, 0.032
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	67%	13	1.25399994850159, 1.24259996414185, 1.52799999713898,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	33%	25	17.0, 38.0, 59.0, 55.0, 50.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	3.57583427, 3.31599975, 3.12787294, 6.92888737, 7.50856972

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

RWA USAID DHS Program RWA-DHS Health Surveys

103 rows · 2 table(s) USAID DHS Program 0 1 2 3 6 SEL 3 CCL 10 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 — 2 table(s)

RWA DHS - Ethnicity Indicators — 47 rows, 8 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	100%	-	-
`women_who_are_literate`	Women who are literate	float	CCL	0%	44	68.7, 56.5, 72.8, 53.6, 61.9
`men_who_are_literate`	Men who are literate	float	CCL	21%	35	75.2, 79.2, 78.8, 71.9, 72.6

Extension Fields (5) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Rwanda, Rwanda, Rwanda, Rwanda, Rwanda
`survey_year`	survey_year	integer	0%	7	2000, 2000, 2000, 2000, 2000
`region`	region	string	0%	22	..Butare, ..Byumba, ..Cyangugu, ..Gikongoro, ..Gisenyi
`survey_id`	survey_id	string	0%	7	RW2000DHS, RW2000DHS, RW2000DHS, RW2000DHS, RW2000DHS
`survey_type`	survey_type	string	0%	2	DHS, DHS, DHS, DHS, DHS

RWA DHS - Health Indicators — 56 rows, 11 columns

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

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	100%	-	-
`contraception_modern_pct`	Contraception modern percent	float	SEL	0%	49	4.7, 1.5, 11.5, 3.6, 7.4
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	0%	44	108.0, 128.0, 101.0, 142.0, 78.0
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	0%	51	192.0, 236.0, 198.0, 266.0, 145.0
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	0%	53	87.5, 81.6, 87.7, 73.5, 86.5
`children_underweight`	Children underweight	float	CCL	9%	45	34.3, 25.6, 31.3, 20.5, 18.0

Extension Fields (5) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Rwanda, Rwanda, Rwanda, Rwanda, Rwanda
`survey_year`	survey_year	integer	0%	7	1992, 2000, 1992, 2000, 1992
`region`	region	string	0%	22	..Butare, ..Butare, ..Byumba, ..Byumba, ..Cyangugu
`survey_id`	survey_id	string	0%	7	RW1992DHS, RW2000DHS, RW1992DHS, RW2000DHS, RW1992DHS
`survey_type`	survey_type	string	0%	1	DHS, DHS, DHS, DHS, DHS

RWA OpenFactBook RWA-OPENFACTBOOK Country Profile

15 rows · 15 table(s) OpenFactBook 0 1 2 3 96 SEL 1 CCL 586 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)

RWA 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	80.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.rw
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	34.0
`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	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`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	8,000 (2023 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	8000.0
`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	12.8 million (2023 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	12.8
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	80 (2022 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	13 TV stations; 35 radio stations, including...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	13.0
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	34% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	62,000 (2023 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	62000.0
`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/rw.json

RWA OpenFactBook - Economy — 1 rows, 153 columns

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Field details — 153 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	3300.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	14.252
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	38.2
`country_code`	Country code	string	SEL	0%	1	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (147) — 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 Sub-Saharan economy; services, industry, and...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$46.543 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	46.543
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$42.743 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	42.743
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$39.485 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	39.485
`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	8.9% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	8.9
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	8.2% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	8.2
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	8.2% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	8.2
`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	$3,300 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$3,100 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	3100.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$2,900 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	2900.0
`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	$14.252 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	1.8% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	1.8
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	19.8% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	19.8
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	17.7% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	17.7
`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	24.6% (2024 est.)
+117 more extension fields — download the CSV/Parquet to see them all.

RWA OpenFactBook - Energy — 1 rows, 43 columns

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Field details — 43 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	50.6
`country_code`	Country code	string	SEL	0%	1	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`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
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	50.6% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	98%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	98.0
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	38.2%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	38.2
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	294,000 kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	294000.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	876.401 million kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	876.401
`electricity_exports_text`	electricity_exports_text	string	0%	1	8.674 million kWh (2023 est.)
`electricity_exports_numeric`	electricity_exports_numeric	float	0%	1	8.674
`electricity_imports_text`	electricity_imports_text	string	0%	1	32 million kWh (2023 est.)
`electricity_imports_numeric`	electricity_imports_numeric	float	0%	1	32.0
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	197.606 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	197.606
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	43.6% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	43.6
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	3.4% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	3.4
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	52.8% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	52.8
`electricity_generation_sources_biomass_and_waste_text`	electricity_generation_sources_biomass_and_waste_text	string	0%	1	0.2% of total installed capacity (2023 est.)
`electricity_generation_sources_biomass_and_waste_numeric`	electricity_generation_sources_biomass_and_waste_numeric	float	0%	1	0.2
`coal_consumption_text`	coal_consumption_text	string	0%	1	123,000 metric tons (2023 est.)
`coal_consumption_numeric`	coal_consumption_numeric	float	0%	1	123000.0
`coal_imports_text`	coal_imports_text	string	0%	1	89,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	89000.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	9,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	9000.0
`natural_gas_production_text`	natural_gas_production_text	string	0%	1	63.666 million cubic meters (2023 est.)
+9 more extension fields — download the CSV/Parquet to see them all.

RWA 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	76.3
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	24.5
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	17.9
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.07
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	4.385
`country_code`	Country code	string	SEL	0%	1	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`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	deforestation; overgrazing; land degradation; soil...
`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	Law of the Sea
`climate_text`	climate_text	string	0%	1	temperate; two rainy seasons (February to April,...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	76.3% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 47% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	47.0
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 13.7% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	13.7
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 15.6% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	15.6
`land_use_forest_text`	land_use_forest_text	string	0%	1	24.5% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	0% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	0.0
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	17.9% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.07% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	1.645 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	1.645
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	226,000 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	226000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	1.295 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	1.295
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	124,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_consumed_natural_gas_numeric`	carbon_dioxide_emissions_from_consumed_natural_gas_numeric	float	0%	1	124000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	35.7 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	35.7
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	4.385 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	11.5% (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	11.5
`total_water_withdrawal_municipal_text`	total_water_withdrawal_municipal_text	string	0%	1	230 million cubic meters (2022 est.)
+9 more extension fields — download the CSV/Parquet to see them all.

RWA OpenFactBook - Ethnic Groups — 1 rows, 8 columns

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

Standards-Aligned Fields (3)

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

Extension Fields (5) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`nationality_noun_text`	nationality_noun_text	string	0%	1	Rwandan(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Rwandan
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Hutu, Tutsi, Twa
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

RWA OpenFactBook - Geography — 1 rows, 56 columns

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Field details — 56 fields (type, nulls, unique, samples)

Standards-Aligned Fields (13)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`area_total_numeric`	Area sqkm	float	SEL	0%	1	26338.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	24668.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	1670.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	930.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	0.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	4519.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	950.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	76.3
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	24.5
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	96.0
`country_code`	Country code	string	SEL	0%	1	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (43) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Central Africa, east of the Democratic Republic of the...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	2 00 S, 30 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	2.0
`map_references_text`	map_references_text	string	0%	1	Africa
`area_total_text`	area_total_text	string	0%	1	26,338 sq km
`area_land_text`	area_land_text	string	0%	1	24,668 sq km
`area_water_text`	area_water_text	string	0%	1	1,670 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly smaller than Maryland
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	930 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Burundi 315 km; Democratic Republic of the Congo 221 km;...
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	315.0
`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	temperate; two rainy seasons (February to April,...
`terrain_text`	terrain_text	string	0%	1	mostly grassy uplands and hills; relief is mountainous...
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Volcan Karisimbi 4,519 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Rusizi River 950 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	1,598 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	1598.0
`natural_resources_text`	natural_resources_text	string	0%	1	gold, cassiterite (tin ore), wolframite (tungsten ore),...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	76.3% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 47% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	47.0
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 13.7% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	13.7
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 15.6% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	15.6
`land_use_forest_text`	land_use_forest_text	string	0%	1	24.5% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	0% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	0.0
+13 more extension fields — download the CSV/Parquet to see them all.

RWA OpenFactBook - Government — 1 rows, 119 columns

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Field details — 119 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	RWA
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (117) — 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 Rwanda
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Rwanda
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	Republika y'u Rwanda
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Rwanda
`country_name_former_text`	country_name_former_text	string	0%	1	Kingdom of Rwanda, Ruanda, German East Africa
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the country is named for a local people, but the meaning...
`government_type_text`	government_type_text	string	0%	1	presidential republic
`capital_name_text`	capital_name_text	string	0%	1	Kigali
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	1 57 S, 30 03 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	1.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC+2 (7 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	2.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the city takes its name from nearby Mount Kigali; the...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	4 provinces (provinces, singular - province (French);...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	4.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of civil law, based on German and Belgian...
`constitution_history_text`	constitution_history_text	string	0%	1	several previous; latest adopted by referendum 26 May...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	26.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by the president of the republic (with Council...
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	has not submitted an ICJ jurisdiction declaration;...
`citizenship_citizenship_by_birth_text`	Citizenship by birth (text)	string	0%	1	no
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	the father must be a citizen of Rwanda; if the father is...
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	no
`citizenship_residency_requirement_for_naturalization_text`	citizenship_residency_requirement_for_naturalization_text	string	0%	1	10 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	10.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	President Paul KAGAME (since 22 April 2000)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	22.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister Justin NSENGIYUMVA (since 23 July 2025)
+87 more extension fields — download the CSV/Parquet to see them all.

RWA 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	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`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	Rwanda -- a small and centralized country dominated by...
`background_numeric`	background_numeric	float	0%	1	-18.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

RWA OpenFactBook - Languages — 1 rows, 8 columns

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

Standards-Aligned Fields (3)

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

Extension Fields (5) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`languages_languages_text`	Languages (text)	string	0%	1	Kinyarwanda (official, universal Bantu vernacular)...
`languages_languages_numeric`	Languages (numeric)	float	0%	1	93.2
`languages_major_language_sample_s_text`	languages_major_language_sample_s_text	string	0%	1	Inkoranya nzimbuzi y'isi, isoko fatizo y'amakuru...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

RWA OpenFactBook - Migration — 1 rows, 13 columns

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Field details — 13 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	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (10) — 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	128,561 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	128561.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	21,948 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	21948.0
`refugees_and_internally_displaced_persons_stateless_persons_text`	refugees_and_internally_displaced_persons_stateless_persons_text	string	0%	1	14,500 (2024 est.)
`refugees_and_internally_displaced_persons_stateless_persons_numeric`	refugees_and_internally_displaced_persons_stateless_persons_numeric	float	0%	1	14500.0
`trafficking_in_persons_tier_rating_text`	trafficking_in_persons_tier_rating_text	string	0%	1	Tier 2 Watch List — the government did not demonstrate...
`trafficking_in_persons_tier_rating_numeric`	trafficking_in_persons_tier_rating_numeric	float	0%	1	2.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

RWA 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	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`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	Rwanda Defense Force (RDF; Ingabo z’u Rwanda): Rwanda...
`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	1.3% of GDP (2024 est.)
`military_expenditures_military_expenditures_2024_numeric`	Military expenditures 2024 (numeric)	float	0%	1	1.3
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	1.3% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	1.3
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	1.4% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	1.4
`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	1.3% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	1.3
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	approximately 30-35,000 active Rwanda Defense Forces (2025)
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	30.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the RDF's inventory is a mix of older and some modern...
`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	typically 18-30 years of age for men and women for...
`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	approximately 3,200 Central African Republic (about...
`military_deployments_numeric`	military_deployments_numeric	float	0%	1	3200.0
`military_note_text`	military_note_text	string	0%	1	the principle responsibilities of the Rwanda Defense...
`military_note_numeric`	military_note_numeric	float	0%	1	2021.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

RWA OpenFactBook - People And Society — 1 rows, 152 columns

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

Standards-Aligned Fields (29)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	13623302.0
`population_male_numeric`	Population male	float	SEL	0%	1	6684655.0
`population_female_numeric`	Population female	float	SEL	0%	1	6938647.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	37.2
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	59.7
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	3.1
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	67.5
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	62.3
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	5.1
`median_age_total_numeric`	Median age	float	SEL	0%	1	21.3
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	2.0
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	25.05
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	4.87
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-0.13
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	17.9
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	3.07
`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	0.96
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	229.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	27.4
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	66.6
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	3.2
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.58
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.09
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	0.7
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	78.8
`country_code`	Country code	string	SEL	0%	1	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	13,623,302 (2024 est.)
`population_male_text`	population_male_text	string	0%	1	6,684,655
`population_female_text`	population_female_text	string	0%	1	6,938,647
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	37.2% (male 2,561,884/female 2,508,218)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	59.7% (male 3,954,608/female 4,179,844)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	3.1% (2024 est.) (male 168,163/female 250,585)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	67.5 (2024 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	62.3 (2024 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	5.1 (2024 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	19.4 (2024 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	19.4
`median_age_total_text`	median_age_total_text	string	0%	1	21.3 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	20.1 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	20.1
`median_age_female_text`	median_age_female_text	string	0%	1	21.5 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	21.5
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	2% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	25.05 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	4.87 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-0.13 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	one of Africa's most densely populated countries; large...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	17.9% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	3.07% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	1.248 million KIGALI (capital) (2023)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	1.248
`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	1.02 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.02
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	0.95 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	0.95
+93 more extension fields — download the CSV/Parquet to see them all.

RWA OpenFactBook - Religions — 1 rows, 20 columns

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Field details — 20 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	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_muslim_pct_synth`	Muslim	numeric	CCL	0%	-	2.0

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	Catholic 39.9%, Pentecostal 21.3%, Protestant 14.6%,...
`religions_numeric`	religions_numeric	float	0%	1	39.9
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

Pending (12) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_catholic_pct_synth`	Catholic	numeric	0%	-	39.9
`composition_religion_pentecostal_pct_synth`	Pentecostal	numeric	0%	-	21.3
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	14.6
`composition_religion_adventist_pct_synth`	Adventist	numeric	0%	-	12.2
`composition_religion_other_christians_pct_synth`	other Christians	numeric	0%	-	4.2
`composition_religion_no_religion_pct_synth`	no religion	numeric	0%	-	3.0
`composition_religion_other_religions_2_0_jehovah_witness_pct_synth`	other religions 2.0%; : Jehovah Witness	numeric	0%	-	0.5
`composition_religion_not_specified_pct_synth`	not specified	numeric	0%	-	-
`composition_religion_animist_pct_synth`	Animist	numeric	0%	-	-
`composition_ethnicity_hutu_pct_synth`	Hutu	numeric	0%	-	-
`composition_ethnicity_tutsi_pct_synth`	Tutsi	numeric	0%	-	-
`composition_ethnicity_twa_pct_synth`	Twa	numeric	0%	-	-

RWA OpenFactBook - Space — 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	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`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
`space_agency_agencies_text`	space_agency_agencies_text	string	0%	1	Rwanda Space Agency (L’Agence Spatiale Rwandaise; RSA;...
`space_agency_agencies_numeric`	space_agency_agencies_numeric	float	0%	1	2020.0
`space_program_overview_text`	space_program_overview_text	string	0%	1	has a small program focused on developing space...
`space_program_overview_numeric`	space_program_overview_numeric	float	0%	1	2025.0
`key_space_program_milestones_text`	key_space_program_milestones_text	string	0%	1	2018 - signed cooperation agreement with Japan for...
`key_space_program_milestones_numeric`	key_space_program_milestones_numeric	float	0%	1	2018.0
`source_section`	source_section	string	0%	1	Space
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

RWA OpenFactBook - Transportation — 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
`civil_aircraft_registration_country_code_prefix_text`	Civil aircraft registration country code prefix text	string	SEL+	0%	1	9XR
`airports_numeric`	Airports count	float	SEL	0%	1	8.0
`country_code`	Country code	string	SEL	0%	1	RWA
`country_name`	Country name	string	SEL	0%	1	Rwanda
`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
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	9.0
`airports_text`	airports_text	string	0%	1	8 (2025)
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	africa/rw.json

RWA LandScan Global (ORNL) RWA-LANDSCAN Modeled Population

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

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

0 Admin 0 — 1 table(s)

RWA 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	RWA
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Rwanda
`admin_code`	Admin code	string	SEL	0%	1	41251308B48772205060280
`area_sqkm`	Area sqkm	float	SEL	0%	1	23678.6392
`pop_2024`	Population count	integer	SEL	0%	1	13546572
`pop_density_2024`	Population density	float	SEL	0%	1	572.1

1 Admin 1 — 1 table(s)

RWA LandScan - Population Admin1 (admin_1) — 5 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	RWA, RWA, RWA, RWA, RWA
`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%	5	Eastern Province, Southern Province, Western Province,...
`admin_code`	Admin code	string	SEL	0%	5	91480417B20985019767017, 91480417B18399648061901,...
`area_sqkm`	Area sqkm	float	SEL	0%	5	9465.9691, 5957.0943, 5879.591, 3272.7887, 729.2049
`pop_2024`	Population count	integer	SEL	0%	5	3663297, 3086903, 2978899, 2094891, 1795199
`pop_density_2024`	Population density	float	SEL	0%	5	387.0, 518.19, 506.65, 640.09, 2461.86

Locality Locality — 1 table(s)

RWA LandScan - Cities (locality) — 5 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	RWA, RWA, RWA, RWA, RWA
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	5	Kigali, Rubavu, Musanze, Muhanga, Kayonza
`admin_code`	Admin code	integer	SEL	0%	5	597, 121, 296, 452, 735
`area_sqkm`	Area sqkm	float	SEL	0%	5	284.0895, 69.5319, 39.7326, 24.8331, 10.9265
`pop_2024`	Population count	integer	SEL	0%	5	1308574, 291266, 119747, 61526, 29186
`pop_density_2024`	Population density	float	SEL	0%	5	4606.2, 4188.95, 3013.82, 2477.58, 2671.12

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%	5	1621760, 342555, 144218, 65499, 53238
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	5	0.807, 0.85, 0.83, 0.939, 0.548

RWA Glottolog Language Catalog RWA-GLOTTOLOG Language

9 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)

RWA Glottolog - Languages — 9 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%	9	chig1238, kiny1244, nyam1277, nyan1307, rund1241
`name`	Name	string	CCL	0%	9	Chiga, Kinyarwanda, Nyambo, Nyankole, Rundi-Kitwa
`iso639_3`	Iso639 3	string	CCL	11%	8	cgg, kin, now, nyn, run
`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%	2	atla1278, atla1278, atla1278, atla1278, atla1278
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	7	nkor1241, rwan1241, sout3202, nkor1241, rwan1241
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	6	['CD', 'RW', 'UG'], ['BI', 'CD', 'RW', 'TZ', '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%	6	0, 7, 1, 3, 0

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	9	-1.04387, -1.56771, -1.6096, -0.46364, -3.022268
`longitude`	longitude	float	0%	9	29.9122, 29.6441, 30.9156, 30.548, 29.485248
`classification`	classification	string	0%	1	[], [], [], [], []

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

5 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)

RWA GHS-UCDB - Cities (locality) — 5 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%	5	Kigali, Rubavu, Musanze, Muhanga, Kayonza
`country_code`	Country code	string	SEL	0%	1	RWA, RWA, RWA, RWA, RWA
`population`	Population count	integer	SEL	0%	5	1621760, 342555, 144218, 65499, 53238

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	5	597, 121, 296, 452, 735
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Rwanda, Rwanda, Rwanda, Rwanda, Rwanda
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

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

5 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)

RWA Mobility by Region — 5 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	RW, RW, RW, RW, RW
`admin_level`	Admin level	integer	SEL	0%	1	1, 1, 1, 1, 1
`iso3`	Country code	string	SEL	0%	1	RWA, RWA, RWA, RWA, RWA

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

Field Name	Label	Type	Nulls	Unique	Samples
`retail`	retail	float	0%	2	0.0, 16.87, 0.0, 0.0, 0.0
`grocery`	grocery	float	0%	2	0.0, -7.51, 0.0, 0.0, 0.0
`parks`	parks	float	0%	2	0.0, 19.56, 0.0, 0.0, 0.0
`transit`	transit	float	0%	5	0.0, -4.11, -8.92, -14.33, -6.59
`workplaces`	workplaces	float	0%	5	-3.31, -6.87, 6.78, -2.09, 1.23
`residential`	residential	float	0%	2	0.0, 20.12, 0.0, 0.0, 0.0
`region`	region	string	0%	5	Eastern Province, Kigali City, Northern Province,...
`observation_count`	observation_count	integer	0%	5	1326, 3885, 1436, 1611, 1576

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

5 rows · 2 table(s) NGA GEOnet Names Server (GNS) 0 1 2 3 4 SEL 12 CCL 20 ext ▶

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0 Admin 0 — 2 table(s)

RWA Nga Gns - Language — 4 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	RWA, RWA, RWA, RWA
`gns_language_code`	gns_language_code	string	CCL	0%	4	fra, kin, eng, swa
`gns_language_name`	gns_language_name	string	CCL	0%	4	French, Kinyarwanda, English, Swahili (generic)
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	4	54, 53, 39, 2
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	4	36.4865, 35.8108, 26.3514, 1.3514
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	1	0, 0, 0, 0
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	1	, , ,
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	1	, , ,
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0, 0, 0, 0

RWA 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	RWA
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Rwanda
`gns_language_count`	gns_language_count	integer	CCL	0%	1	4
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9953
`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	21313
`gns_feature_count`	gns_feature_count	integer	0%	1	18411
`gns_endonym_count`	gns_endonym_count	integer	0%	1	21312
`gns_exonym_count`	gns_exonym_count	integer	0%	1	1
`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_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	183
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	46
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	8076
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	7133
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	241
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	194
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	11901
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	10286
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	732
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	599
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	77
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	59
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	103
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	94

RWA Ethnic Power Relations Dataset RWA-EPR Political Ethnicity

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

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0 Admin 0 — 1 table(s)

RWA EPR - Groups — 2 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	RWA, RWA
`ethnic_group_name`	Ethnic group name	string	CCL	0%	2	Hutu, Tutsi
`ethnic_power_status`	Ethnic power status	string	CCL	0%	2	POWERLESS, DOMINANT
`ethnic_population_share`	Ethnic population share	float	CCL	0%	2	0.84, 0.15
`ethnic_group_id`	Ethnic group id	float	CCL	0%	2	51701000, 51702000
`regional_autonomy`	Regional autonomy	string	CCL	0%	2	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
`group_relevance`	group_relevance	string	0%	1	,

RWA D-PLACE RWA-DPLACE Ethnographic Societies

1 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)

RWA D-PLACE - Dplace Ea Societies — 1 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	RWA
`society_id`	Society id	string	CCL	0%	1	Ae10
`society_name`	Society name	string	CCL	0%	1	Banyaruanda
`language_glottocode`	Language glottocode	string	CCL	0%	1	kiny1244
`language_name`	Language name	string	CCL	0%	1
`kinship_system`	Kinship system	string	CCL	0%	1	EA001:0; EA002:1; EA003:0; EA004:3; EA005:6
`marriage_pattern`	Marriage pattern	string	CCL	0%	1	EA006:1; EA007:8; EA008:5; EA009:5; EA010:8
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	1	EA028:5; EA029:6; EA030:5; EA031:3; EA032:3
`political_complexity`	Political complexity	string	CCL	0%	1	EA033:4; EA034:2; EA035:6
`religion_importance`	Religion importance	string	CCL	0%	1	EA034:2; EA112:3
`residence_pattern`	Residence pattern	string	CCL	0%	1	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	Rwanda
`dataset`	dataset	string	0%	1	EA
`region`	region	string	0%	1
`latitude`	latitude	float	0%	1	-2.0
`longitude`	longitude	float	0%	1	30.0
`assignment_method`	assignment_method	string	0%	1	point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	approximate

RWA Global Organized Crime Index RWA-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)

RWA 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.

RWA World Values Survey RWA-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)

RWA 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	RWA

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

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Language	Place names	Share	Script
French (fra)	54	36.5%	—
Kinyarwanda (kin)	53	35.8%	—
English (eng)	39	26.4%	—
Swahili (generic) (swa)	2	1.4%	—

Source	Type	Access
HDX COD — Population Statistics (OCHA/UNFPA)	international_organization	bulk_download
Google	commercial	bulk_download
GI-TOC / ENACT (Global Initiative Against Transnational Organized Crime · ENACT)	academic	bulk_download
Global Data Lab	academic	api
World Values Survey	academic	metadata_catalog
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
USAID DHS Program (US Agency for International Development · Demographic and Health Surveys)	international_organization	api
Glottolog Language Catalog	academic	bulk_download
World Bank Open Data	international_organization	api
LandScan Global (ORNL — Oak Ridge National Laboratory)	research_institution	earth_engine
GHS Urban Centre Database (Global Human Settlement · EU Joint Research Centre)	international_organization	bulk_download
OpenFactBook	community_compilation	bulk_download