Iraq

IRQ World Bank Open Data IRQ-WORLD_BANK Development Indicators

198 rows · 3 tables · 2024 World Bank Open Data 0 1 2 3 19 SEL 4 ext ▶

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0 Admin 0 — 3 table(s)

IRQ 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	IQ, IQ, IQ, IQ, IQ
`population_count`	Population count	float	SEL	2%	65	7022052.0, 7194553.0, 7413875.0, 7667928.0, 7929566.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	51.462, 52.339, 53.482, 54.36, 55.245
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	218.917802531101, 232.392612190864, 240.653442461626,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	91%	6	74.0500030517578, 77.1999969482422, 82.1999969482422,...
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	63	190.1, 179.2, 169.3, 159.9, 151.4
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	96%	3	22.4, 18.9, 17.5

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

IRQ 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	IQ, IQ, IQ, IQ, IQ
`life_expectancy`	Life expectancy	float	SEL	3%	64	51.462, 52.339, 53.482, 54.36, 55.245
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	38%	41	29.8, 29.2, 28.6, 28.0, 27.5
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	63	190.1, 179.2, 169.3, 159.9, 151.4
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	37	152.0, 147.0, 145.0, 174.0, 190.0
`fertility_rate`	Fertility rate	float	SEL	3%	64	5.3, 5.8, 6.991, 7.005, 7.01
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	36.703, 40.045, 47.89, 47.487, 47.082
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	14.537, 14.36, 14.504, 14.356, 13.937
`physicians_per_1000`	Physicians per 1000	float	SEL	64%	23	0.195, 0.2, 0.309, 0.563, 0.568
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	74%	14	1.85803997516632, 1.95099997520447, 1.94640004634857,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	32%	29	14.0, 13.0, 18.0, 16.0, 67.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	68%	21	2.99693608, 3.90128636, 3.01704645, 2.49370432, 3.2148056

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

IRQ World Bank - Migration Indicators — 66 rows, 9 columns

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

Pending (9) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	country_code	string	0%	1	IRQ, IRQ, IRQ, IRQ, IRQ
`country_name`	country_name	string	0%	1	Iraq, Iraq, Iraq, Iraq, Iraq
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964
`intl_migrant_stock`	intl_migrant_stock	float	88%	8	83638.0, 199460.0, 210525.0, 134863.0, 120466.0
`intl_migrant_stock_pct`	intl_migrant_stock_pct	float	88%	5	0.5, 1.0, 0.9, 0.5, 0.4
`net_migration`	net_migration	float	0%	66	1573.0, 2981.0, 3343.0, 3197.0, 3224.0
`remittances_received_usd`	remittances_received_usd	float	70%	20	711100000.0, 388900000.0, 3100000.0, 70900000.0, 152000000.0
`remittances_received_pct_gdp`	remittances_received_pct_gdp	float	70%	20	1.42035057095791, 0.596957173886202,...
`remittances_paid_usd`	remittances_paid_usd	float	70%	20	82500000.0, 781300000.0, 17300000.0, 31400000.0, 26700000.0

IRQ LandScan Global (ORNL) IRQ-LANDSCAN Modeled Population

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

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0 Admin 0 — 1 table(s)

IRQ 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	IRQ
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Republic of Iraq
`admin_code`	Admin code	string	SEL	0%	1	29142881B16293130596888
`area_sqkm`	Area sqkm	float	SEL	0%	1	437370.9929
`pop_2024`	Population count	integer	SEL	0%	1	42074393
`pop_density_2024`	Population density	float	SEL	0%	1	96.2

1 Admin 1 — 1 table(s)

IRQ LandScan - Population Admin1 (admin_1) — 18 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	IRQ, IRQ, IRQ, IRQ, IRQ
`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%	18	Baghdad, Babil, Ninawa, Erbil, Diyala
`admin_code`	Admin code	string	SEL	0%	18	90741666B78865175105083, 90741666B44177402341950,...
`area_sqkm`	Area sqkm	float	SEL	0%	18	912.3678, 7952.9232, 37126.2483, 13585.5204, 19967.256
`pop_2024`	Population count	integer	SEL	0%	18	4578953, 4298076, 3728796, 3609794, 2992439
`pop_density_2024`	Population density	float	SEL	0%	18	5018.76, 540.44, 100.44, 265.71, 149.87

Locality Locality — 1 table(s)

IRQ LandScan - Cities (locality) — 86 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	IRQ, IRQ, IRQ, IRQ, IRQ
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	86	Baghdad, Erbil, Kirkuk, Basra, Mosul
`admin_code`	Admin code	integer	SEL	0%	86	3307, 2448, 2839, 5201, 1530
`area_sqkm`	Area sqkm	float	SEL	0%	85	686.175, 225.5429, 116.7428, 187.3883, 152.6922
`pop_2024`	Population count	integer	SEL	0%	86	5143815, 1552696, 1124423, 1012705, 902022
`pop_density_2024`	Population density	float	SEL	0%	86	7496.36, 6884.26, 9631.63, 5404.31, 5907.45

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%	86	6891722, 1514144, 1238662, 2131556, 1678253
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	83	0.746, 1.025, 0.908, 0.475, 0.537

IRQ UNHCR Refugee Data Finder IRQ-UNHCR Migration

95 rows · 2 tables · 2025 UNHCR Refugee Data Finder 0 1 2 3 12 CCL 36 ext ▶

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0 Admin 0 — 2 table(s)

IRQ UNHCR - Hosted Populations — 45 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%	-	-

IRQ UNHCR - Origin Populations — 50 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%	-	-

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

86 rows · 1 table · 2025 GHS Urban Centre Database (EU JRC) 0 1 2 3 Locality 3 SEL 7 ext ▶

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Locality Locality — 1 table(s)

IRQ GHS-UCDB - Cities (locality) — 86 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%	86	Baghdad, Basra, Mosul, Erbil, Al-Najaf
`country_code`	Country code	string	SEL	0%	1	IRQ, IRQ, IRQ, IRQ, IRQ
`population`	Population count	integer	SEL	0%	86	6891722, 2131556, 1678253, 1514144, 1361936

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	86	3307, 5201, 1530, 2448, 4034
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Iraq, Iraq, Iraq, Iraq, Iraq
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

IRQ Glottolog Language Catalog IRQ-GLOTTOLOG Language

31 rows · 1 table · 2024 Glottolog Language Catalog 0 1 2 3 12 CCL 4 ext ▶

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0 Admin 0 — 1 table(s)

IRQ Glottolog - Languages — 31 rows, 16 columns

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

Standards-Aligned Fields (12)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`glottocode`	Glottocode	string	CCL	0%	31	akka1240, assy1241, baje1238, cent1972, chal1275
`name`	Name	string	CCL	0%	31	Akkadian, Assyrian Neo-Aramaic, Bajelani, Central...
`iso639_3`	Iso639 3	string	CCL	13%	27	akk, aii, bjm, ckb, cld
`level`	Level	string	CCL	0%	1	language, language, language, language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	3%	6	afro1255, afro1255, indo1319, indo1319, afro1255
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	3%	22	east2678, nort3241, shab1250, kurd1259, nort3241
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`child_family_count`	Child family count	integer	CCL	0%	1	0, 0, 0, 0, 0
`child_language_count`	Child language count	integer	CCL	0%	1	0, 0, 0, 0, 0
`child_dialect_count`	Child dialect count	integer	CCL	0%	17	11, 31, 0, 13, 16

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	7%	29	33.1, 36.75, 33.9498, 35.6539, 37.0972
`longitude`	longitude	float	7%	28	44.1, 43.0, 42.9867, 45.8077, 43.5027
`country_codes`	Country codes	string	0%	18	['IQ'], ['IQ', 'IR', 'SY', 'TR'], ['IQ', 'IR'], ['IQ',...
`classification`	classification	string	0%	1	[], [], [], [], []

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

19 rows · 2 tables · 2021 HDX COD — Population Statistics (OCHA/UNFPA) 0 1 2 3 10 SEL ▶

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0 Admin 0 — 1 table(s)

IRQ COD PS - IRQ Codps (admin_0) — 1 rows, 168 columns

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Field details — 168 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	1	IQ
`region_name`	Region name	string	SEL	0%	1	Iraq
`F_TL`	Female population	integer	SEL	0%	1	20380179
`M_TL`	Male population	integer	SEL	0%	1	20810479
`T_TL`	Total population	integer	SEL	0%	1	41190658

Pending (163) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_0
`year`	Reference year	string	100%	-	-
`year`	year	integer	0%	1	2021
`ADM0_NAME`	ADM0_NAME	string	0%	1	Iraq
`F_00_04`	Female population age 0-4	integer	0%	1	2941036
`F_05_09`	Female population age 5-9	integer	0%	1	2725741
`F_10_14`	Female population age 10-14	integer	0%	1	2415762
`F_15_19`	Female population age 15-19	integer	0%	1	2145237
`F_20_24`	Female population age 20-24	integer	0%	1	1830376
`F_25_29`	Female population age 25-29	integer	0%	1	1512480
`F_30_34`	Female population age 30-34	integer	0%	1	1401709
`F_35_39`	Female population age 35-39	integer	0%	1	1224044
`F_40_44`	Female population age 40-44	integer	0%	1	1109441
`F_45_49`	Female population age 45-49	integer	0%	1	833121
`F_50_54`	Female population age 50-54	integer	0%	1	594087
`F_55_59`	Female population age 55-59	integer	0%	1	567550
`F_60_64`	Female population age 60-64	integer	0%	1	408222
`F_65_69`	Female population age 65-69	integer	0%	1	256125
`F_70_74`	Female population age 70-74	integer	0%	1	161417
`F_75_79`	Female population age 75-79	integer	0%	1	101806
`F_80Plus`	F_80Plus	integer	0%	1	152025
`M_00_04`	Male population age 0-4	integer	0%	1	3102589
`M_05_09`	Male population age 5-9	integer	0%	1	2895522
`M_10_14`	Male population age 10-14	integer	0%	1	2587746
`M_15_19`	Male population age 15-19	integer	0%	1	2270496
`M_20_24`	Male population age 20-24	integer	0%	1	1983301
`M_25_29`	Male population age 25-29	integer	0%	1	1555562
`M_30_34`	Male population age 30-34	integer	0%	1	1362110
`M_35_39`	Male population age 35-39	integer	0%	1	1161001
`M_40_44`	Male population age 40-44	integer	0%	1	1094813
+133 more pending fields — download the CSV/Parquet to see them all.

1 Admin 1 — 1 table(s)

IRQ COD PS - IRQ Codps (admin_1) — 18 rows, 170 columns

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Field details — 170 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	18	IQG01, IQG02, IQG03, IQG04, IQG05
`region_name`	Region name	string	SEL	0%	18	Al-Anbar, Al-Basrah, Al-Muthanna, Al-Najaf, Al-Qadissiya
`F_TL`	Female population	integer	SEL	0%	18	930779, 1563791, 437730, 792788, 691841
`M_TL`	Male population	integer	SEL	0%	18	983386, 1578658, 442144, 797173, 703044
`T_TL`	Total population	integer	SEL	0%	18	1914165, 3142449, 879874, 1589961, 1394885

Pending (165) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin level	string	0%	1	admin_1, admin_1, admin_1, admin_1, admin_1
`year`	Reference year	string	100%	-	-
`year`	year	integer	0%	1	2021, 2021, 2021, 2021, 2021
`ADM0_NAME`	ADM0_NAME	string	0%	1	Iraq, Iraq, Iraq, Iraq, Iraq
`ADM1_NAME`	ADM1_NAME	string	0%	18	Al-Anbar, Al-Basrah, Al-Muthanna, Al-Najaf, Al-Qadissiya
`ADM1_AR`	ADM1_AR	string	0%	18	الانبار, البصرة, المثنى, النجف, القادسية
`F_00_04`	Female population age 0-4	integer	0%	18	149063, 245993, 67276, 118993, 105196
`F_05_09`	Female population age 5-9	integer	0%	18	121979, 235552, 62744, 109466, 100489
`F_10_14`	Female population age 10-14	integer	0%	18	115474, 185886, 54489, 96381, 85709
`F_15_19`	Female population age 15-19	integer	0%	18	108931, 162625, 53185, 88350, 73956
`F_20_24`	Female population age 20-24	integer	0%	18	87320, 133157, 38733, 70604, 59814
`F_25_29`	Female population age 25-29	integer	0%	18	67968, 112311, 29649, 54091, 48911
`F_30_34`	Female population age 30-34	integer	0%	18	61730, 106396, 28399, 53220, 45453
`F_35_39`	Female population age 35-39	integer	0%	18	51818, 91706, 24386, 44653, 38394
`F_40_44`	Female population age 40-44	integer	0%	18	47448, 74567, 21024, 43038, 38380
`F_45_49`	Female population age 45-49	integer	0%	18	35188, 57543, 14464, 33339, 25505
`F_50_54`	Female population age 50-54	integer	0%	18	24264, 41870, 10121, 20118, 16089
`F_55_59`	Female population age 55-59	integer	0%	18	22088, 41182, 10447, 20721, 17390
`F_60_64`	Female population age 60-64	integer	0%	18	16113, 26912, 8856, 14484, 13955
`F_65_69`	Female population age 65-69	integer	0%	18	8135, 18504, 3990, 9160, 8140
`F_70_74`	Female population age 70-74	integer	0%	18	5571, 11619, 2880, 5630, 4681
`F_75_79`	Female population age 75-79	integer	0%	18	3016, 7186, 1950, 4088, 3645
`F_80Plus`	F_80Plus	integer	0%	18	4673, 10782, 5137, 6452, 6134
`M_00_04`	Male population age 0-4	integer	0%	18	156549, 257795, 71044, 123316, 110141
`M_05_09`	Male population age 5-9	integer	0%	18	138673, 237046, 65412, 115473, 106455
`M_10_14`	Male population age 10-14	integer	0%	18	126821, 198168, 58050, 100089, 91490
`M_15_19`	Male population age 15-19	integer	0%	18	117338, 165738, 52646, 89608, 75871
`M_20_24`	Male population age 20-24	integer	0%	18	100504, 135531, 41789, 72215, 65462
`M_25_29`	Male population age 25-29	integer	0%	18	73369, 112752, 30049, 59196, 49375
`M_30_34`	Male population age 30-34	integer	0%	18	60749, 104324, 27387, 50879, 45460
+135 more pending fields — download the CSV/Parquet to see them all.

IRQ OpenFactBook IRQ-OPENFACTBOOK Country Profile

15 rows · 15 tables · 2024 OpenFactBook 0 1 2 3 93 SEL 3 CCL 581 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)

IRQ OpenFactBook - Communications — 1 rows, 21 columns

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

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`telephones_fixed_lines_subscriptions_per_100_inhabitants_numeric`	Fixed line subscriptions per 100	float	SEL	0%	1	4.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	100.0
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	82.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	17.0
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (15) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`telephones_fixed_lines_total_subscriptions_text`	telephones_fixed_lines_total_subscriptions_text	string	0%	1	1.977 million (2023 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	1.977
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	4 (2023 est.)
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	46.1 million (2024 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	46.1
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	100 (2024 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	the number of private radio and TV stations has...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	2003.0
`internet_country_code_text`	Internet country code text	string	0%	1	.iq
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	82% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	7.77 million (2023 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	7.77
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	17 (2023 est.)
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

IRQ OpenFactBook - Economy — 1 rows, 151 columns

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Field details — 156 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

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	12700.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	279.641
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (151) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	highly oil-dependent Middle Eastern economy; fiscal...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$585.887 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	585.887
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$595.082 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	595.082
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$592.017 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	592.017
`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	-1.5% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	-1.5
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	0.5% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	0.5
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	8% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	8.0
`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	$12,700 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$13,200 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	13200.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$13,400 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	13400.0
`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	$279.641 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	4.4% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	4.4
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	5% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	5.0
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_text`	Inflation rate consumer prices 2021 (text)	string	0%	1	6% (2021 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2021_numeric`	Inflation rate consumer prices 2021 (numeric)	float	0%	1	6.0
`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	3.4% (2024 est.)
+121 more extension fields — download the CSV/Parquet to see them all.

IRQ OpenFactBook - Energy — 1 rows, 39 columns

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Field details — 39 fields (type, nulls, unique, samples)

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`electricity_access_electrification_total_population_numeric`	Electricity access percent	float	SEL	0%	1	100.0
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	100% (2022 est.)
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	31.339 million kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	31.339
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	73.521 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	73.521
`electricity_imports_text`	electricity_imports_text	string	0%	1	3.134 billion kWh (2023 est.)
`electricity_imports_numeric`	electricity_imports_numeric	float	0%	1	3.134
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	79.904 billion kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	79.904
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	98.8% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	98.8
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	0.3% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	0.3
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	0.9% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	0.9
`coal_imports_text`	coal_imports_text	string	0%	1	3,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	3000.0
`petroleum_total_petroleum_production_text`	petroleum_total_petroleum_production_text	string	0%	1	4.448 million bbl/day (2023 est.)
`petroleum_total_petroleum_production_numeric`	petroleum_total_petroleum_production_numeric	float	0%	1	4.448
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	1.043 million bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	1.043
`petroleum_crude_oil_estimated_reserves_text`	petroleum_crude_oil_estimated_reserves_text	string	0%	1	145.019 billion barrels (2021 est.)
`petroleum_crude_oil_estimated_reserves_numeric`	petroleum_crude_oil_estimated_reserves_numeric	float	0%	1	145.019
`natural_gas_production_text`	natural_gas_production_text	string	0%	1	10.537 billion cubic meters (2023 est.)
`natural_gas_production_numeric`	natural_gas_production_numeric	float	0%	1	10.537
`natural_gas_consumption_text`	natural_gas_consumption_text	string	0%	1	19.308 billion cubic meters (2023 est.)
`natural_gas_consumption_numeric`	natural_gas_consumption_numeric	float	0%	1	19.308
`natural_gas_imports_text`	natural_gas_imports_text	string	0%	1	8.771 billion cubic meters (2023 est.)
`natural_gas_imports_numeric`	natural_gas_imports_numeric	float	0%	1	8.771
`natural_gas_proven_reserves_text`	natural_gas_proven_reserves_text	string	0%	1	3.729 trillion cubic meters (2021 est.)
+5 more extension fields — download the CSV/Parquet to see them all.

IRQ OpenFactBook - Environment — 1 rows, 51 columns

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Field details — 55 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	21.8
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	1.6
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	71.6
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	2.91
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	13.14
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (47) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	habitat loss from wetland draining; inadequate potable...
`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	Climate Change-Paris Agreement, Environmental Modification
`climate_text`	climate_text	string	0%	1	mostly desert; mild to cool winters with dry, hot,...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	21.8% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 11.4% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	11.4
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 1.2% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	1.2
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 9.2% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	9.2
`land_use_forest_text`	land_use_forest_text	string	0%	1	1.6% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	76.5% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	76.5
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	71.6% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	2.91% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	190.815 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	190.815
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	7,000 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	7000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	152.931 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	152.931
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	37.878 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_consumed_natural_gas_numeric`	carbon_dioxide_emissions_from_consumed_natural_gas_numeric	float	0%	1	37.878
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	45.4 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	45.4
`methane_emissions_energy_text`	methane_emissions_energy_text	string	0%	1	2,243 kt (2022-2024 est.)
`methane_emissions_energy_numeric`	methane_emissions_energy_numeric	float	0%	1	2243.0
`methane_emissions_agriculture_text`	methane_emissions_agriculture_text	string	0%	1	157 kt (2019-2021 est.)
`methane_emissions_agriculture_numeric`	methane_emissions_agriculture_numeric	float	0%	1	157.0
+17 more extension fields — download the CSV/Parquet to see them all.

IRQ OpenFactBook - Ethnic Groups — 1 rows, 8 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`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	Iraqi(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Iraqi
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Arab 75-80%, Kurdish 15-20%, other 5% (includes Turkmen,...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	75.0
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

IRQ OpenFactBook - Geography — 1 rows, 55 columns

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Field details — 58 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	438317.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	437367.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	950.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	3809.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	58.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	3611.0
`elevation_lowest_point_numeric`	Elevation min m	float	SEL	0%	1	0.0
`land_use_agricultural_land_numeric`	Agricultural land percent	float	SEL	0%	1	21.8
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	1.6
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	35250.0
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (45) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Middle East, bordering the Persian Gulf, between Iran and Kuwait
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	33 00 N, 44 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	33.0
`map_references_text`	map_references_text	string	0%	1	Middle East
`area_total_text`	area_total_text	string	0%	1	438,317 sq km
`area_land_text`	area_land_text	string	0%	1	437,367 sq km
`area_water_text`	area_water_text	string	0%	1	950 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly more than three times the size of New York State
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	3,809 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Iran 1,599 km; Jordan 179 km; Kuwait 254 km; Saudi...
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	1599.0
`coastline_text`	coastline_text	string	0%	1	58 km
`maritime_claims_territorial_sea_text`	maritime_claims_territorial_sea_text	string	0%	1	12 nm
`maritime_claims_territorial_sea_numeric`	maritime_claims_territorial_sea_numeric	float	0%	1	12.0
`maritime_claims_continental_shelf_text`	maritime_claims_continental_shelf_text	string	0%	1	not specified
`climate_text`	climate_text	string	0%	1	mostly desert; mild to cool winters with dry, hot,...
`terrain_text`	terrain_text	string	0%	1	mostly broad plains; reedy marshes along Iranian border...
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Cheekha Dar (Kurdish for "Black Tent") 3,611 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Persian Gulf 0 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	312 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	312.0
`natural_resources_text`	natural_resources_text	string	0%	1	petroleum, natural gas, phosphates, sulfur
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	21.8% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 11.4% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	11.4
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 1.2% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	1.2
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 9.2% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	9.2
`land_use_forest_text`	land_use_forest_text	string	0%	1	1.6% (2023 est.)
+15 more extension fields — download the CSV/Parquet to see them all.

IRQ OpenFactBook - Government — 1 rows, 75 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	IRQ
`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 Iraq
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Iraq
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	Jumhuriyat al-Iraq/Komar-i Eraq
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Al Iraq/Eraq
`country_name_former_text`	country_name_former_text	string	0%	1	Mesopotamia, Mandatory Iraq, Hashemite Kingdom of Iraq
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name probably derives from Uruk ("Erech" in...
`government_type_text`	government_type_text	string	0%	1	federal parliamentary republic
`capital_name_text`	capital_name_text	string	0%	1	Baghdad
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	33 20 N, 44 24 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	33.0
`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 origin of the name is unclear; it may mean "gift of...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	19 governorates (muhafazat, singular - muhafazah...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	19.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of civil and Islamic law
`constitution_history_text`	constitution_history_text	string	0%	1	several previous; latest adopted by referendum 15 October 2005
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	15.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by the president of the republic and the...
`international_law_organization_participation_text`	international_law_organization_participation_text	string	0%	1	has not submitted an ICJ jurisdiction declaration;...
`citizenship_citizenship_by_birth_text`	Citizenship by birth (text)	string	0%	1	no
`citizenship_citizenship_by_descent_only_text`	Citizenship by descent only (text)	string	0%	1	at least one parent must be a citizen of Iraq
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	yes
`citizenship_residency_requirement_for_naturalization_text`	citizenship_residency_requirement_for_naturalization_text	string	0%	1	10 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	10.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	18.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	President Latif RASHID (since 13 October 2022)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	13.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister Mohammed Shia al-SUDANI (since 27 October 2022)
+69 more extension fields — download the CSV/Parquet to see them all.

IRQ OpenFactBook - Introduction — 1 rows, 6 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`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	Formerly part of the Ottoman Empire, Iraq was occupied...
`background_numeric`	background_numeric	float	0%	1	1920.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

IRQ OpenFactBook - Languages — 1 rows, 7 columns

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

Standards-Aligned Fields (3)

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

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

Field Name	Label	Type	Nulls	Unique	Samples
`languages_languages_text`	Languages (text)	string	0%	1	Arabic (official), Kurdish (official); Turkmen (a...
`languages_major_language_sample_s_text`	languages_major_language_sample_s_text	string	0%	1	كتاب حقائق العالم، أحسن مصدر للمعلومات الأساسية...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

IRQ 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	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`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	335,343 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	335343.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	1,201,813 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	1201813.0
`refugees_and_internally_displaced_persons_stateless_persons_text`	refugees_and_internally_displaced_persons_stateless_persons_text	string	0%	1	233 (2024 est.)
`refugees_and_internally_displaced_persons_stateless_persons_numeric`	refugees_and_internally_displaced_persons_stateless_persons_numeric	float	0%	1	233.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

IRQ OpenFactBook - Military And Security — 1 rows, 21 columns

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

Standards-Aligned Fields (3)

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

Extension Fields (22) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`military_and_security_forces_text`	military_and_security_forces_text	string	0%	1	Ministry of Defense: Iraqi Army, Iraqi Navy, Iraqi Air...
`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	2.5% of GDP (2024 est.)
`military_expenditures_military_expenditures_2024_numeric`	Military expenditures 2024 (numeric)	float	0%	1	2.5
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	2.5% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	2.5
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	1.8% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	1.8
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	3% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	3.0
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	3.2% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	3.2
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	estimated 200,000 active armed forces personnel under...
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	200000.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the Iraqi military's inventory includes a mix of...
`military_equipment_inventories_and_acquisitions_numeric`	military_equipment_inventories_and_acquisitions_numeric	float	0%	1	2025.0
`military_service_age_and_obligation_text`	military_service_age_and_obligation_text	string	0%	1	18 years of age for voluntary military service; no...
`military_service_age_and_obligation_numeric`	military_service_age_and_obligation_numeric	float	0%	1	18.0
`military_note_text`	military_note_text	string	0%	1	the Iraqi Security Forces (ISF) are primarily focused on...
`military_note_numeric`	military_note_numeric	float	0%	1	2018.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

IRQ OpenFactBook - People And Society — 1 rows, 127 columns

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Field details — 140 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	42917742.0
`population_male_numeric`	Population male	float	SEL	0%	1	21614894.0
`population_female_numeric`	Population female	float	SEL	0%	1	21302848.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	34.6
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	61.7
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	3.6
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	60.5
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	54.6
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	5.9
`median_age_total_numeric`	Median age	float	SEL	0%	1	22.7
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	1.94
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	23.26
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	3.86
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	0.0
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	71.6
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	2.91
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.05
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	1.02
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	66.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	18.3
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	73.7
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	3.03
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.48
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	1.02
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	1.3
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	84.1
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (111) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	42,917,742 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	21,614,894
`population_female_text`	population_female_text	string	0%	1	21,302,848
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	34.6% (male 7,447,266/female 7,130,883)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	61.7% (male 13,064,516/female 12,907,702)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	3.6% (2024 est.) (male 681,574/female 851,495)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	60.5 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	54.6 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	5.9 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	16.9 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	16.9
`median_age_total_text`	median_age_total_text	string	0%	1	22.7 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	22 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	22.0
`median_age_female_text`	median_age_female_text	string	0%	1	22.7 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	22.7
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	1.94% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	23.26 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	3.86 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	0 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	population is concentrated in the north, center, and...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	71.6% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	2.91% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	7.711 million BAGHDAD (capital), 1.792 million Mosul,...
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	7.711
`sex_ratio_at_birth_text`	sex_ratio_at_birth_text	string	0%	1	1.05 male(s)/female
`sex_ratio_0_14_years_text`	sex_ratio_0_14_years_text	string	0%	1	1.04 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.04
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1.01 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.01
+81 more extension fields — download the CSV/Parquet to see them all.

IRQ OpenFactBook - Religions — 1 rows, 6 columns

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Field details — 17 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	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_christian_pct_synth`	Christian	numeric	CCL	0%	-	1.0
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	2.5
`composition_ethnicity_primary_label_synth`	Arab	string	CCL	0%	-	Arab

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

Field Name	Label	Type	Nulls	Unique	Samples
`religions_text`	religions_text	string	0%	1	Muslim (official) 95-98% (Shia 61-64%, Sunni 29-34%),...
`religions_numeric`	religions_numeric	float	0%	1	95.0
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

Pending (7) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_muslim_official_pct_synth`	Muslim (official)	numeric	0%	-	96.5
`composition_religion_muslim_official__shia_pct_synth`	Shia	numeric	0%	-	62.5
`composition_religion_muslim_official__sunni_pct_synth`	Sunni	numeric	0%	-	31.5
`composition_ethnicity_arab_pct_synth`	Arab	numeric	0%	-	77.5
`composition_ethnicity_kurdish_pct_synth`	Kurdish	numeric	0%	-	17.5
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	5.0
`composition_ethnicity_primary_share_pct_synth`	Arab	numeric	0%	-	77.5

IRQ 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	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`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	Ansar al-Islam; Asa'ib Ahl al-Haq; Islamic Revolutionary...
`source_section`	source_section	string	0%	1	Terrorism
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

IRQ OpenFactBook - Transportation — 1 rows, 29 columns

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

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`airports_numeric`	Airports count	float	SEL	0%	1	73.0
`country_code`	Country code	string	SEL	0%	1	IRQ
`country_name`	Country name	string	SEL	0%	1	Iraq
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_text`	Civil aircraft registration country code prefix text	string	0%	1	YI
`airports_text`	airports_text	string	0%	1	73 (2025)
`heliports_text`	heliports_text	string	0%	1	10 (2025)
`heliports_numeric`	heliports_numeric	float	0%	1	10.0
`railways_total_text`	railways_total_text	string	0%	1	2,272 km (2014)
`railways_total_numeric`	railways_total_numeric	float	0%	1	2272.0
`railways_standard_gauge_text`	railways_standard_gauge_text	string	0%	1	2,272 km (2014) 1.435-m gauge
`railways_standard_gauge_numeric`	railways_standard_gauge_numeric	float	0%	1	2272.0
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	74 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	74.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	general cargo 1, oil tanker 6, other 67
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	1.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	6 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	6.0
`ports_large_text`	ports_large_text	float	0%	1	0
`ports_large_numeric`	ports_large_numeric	float	0%	1	0.0
`ports_medium_text`	ports_medium_text	float	0%	1	1
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	1.0
`ports_small_text`	ports_small_text	float	0%	1	1
`ports_small_numeric`	ports_small_numeric	float	0%	1	1.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	4
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	4.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	3
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	3.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Al Basrah, Al-Basra Oil Terminal, Khawr Al Amaya, Khawr...
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	middle-east/iz.json

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

7 rows · 2 tables · 2026 NGA GEOnet Names Server (GNS) 0 1 2 3 4 SEL 12 CCL 24 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)

IRQ NGA GNS - Language — 6 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	IRQ, IRQ, IRQ, IRQ, IRQ
`gns_language_code`	gns_language_code	string	CCL	0%	6	ara, kur, fas, eng, tur
`gns_language_name`	gns_language_name	string	CCL	0%	6	Arabic, Kurdish, Persian, English, Turkish
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	6	107123, 16704, 1330, 107, 30
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	6	85.4953, 13.3315, 1.0615, 0.0854, 0.0239
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	4	50687, 8316, 652, 0, 0
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	2	Arab, Arab, Arab, ,
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	2	Arabic, Arabic, Arabic, ,
`gns_script_count`	gns_script_count	integer	CCL	0%	3	1, 2, 1, 0, 0

IRQ NGA GNS - Summary — 1 rows, 31 columns

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Field details — 31 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	IRQ
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Iraq
`gns_language_count`	gns_language_count	integer	CCL	0%	1	6
`gns_script_count`	gns_script_count	integer	CCL	0%	1	2
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9843
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	60643

Extension Fields (24) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`gns_name_count`	gns_name_count	integer	0%	1	152664
`gns_feature_count`	gns_feature_count	integer	0%	1	54611
`gns_endonym_count`	gns_endonym_count	integer	0%	1	152640
`gns_exonym_count`	gns_exonym_count	integer	0%	1	24
`gns_source_build_date`	gns_source_build_date	string	0%	1	Wed, 05 Aug 2026
`gns_source_change_date`	gns_source_change_date	string	0%	1	2026-08-05
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	77413
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	23205
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	10219
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	4251
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	21133
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	8329
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	30118
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	14089
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	10920
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	3845
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	1231
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	206
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	1004
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	435
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	624
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	250
`gns_name_count_undersea`	gns_name_count_undersea	integer	0%	1	2
`gns_feature_count_undersea`	gns_feature_count_undersea	integer	0%	1	1

IRQ D-PLACE IRQ-DPLACE Ethnographic Societies

6 rows · 2 tables · 2024 D-PLACE 0 1 2 3 2 SEL 15 CCL 55 ext ▶

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

0 Admin 0 — 2 table(s)

IRQ D-PLACE - Dplace Ea Societies — 3 rows, 23 columns

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Field details — 23 fields (type, nulls, unique, samples)

Standards-Aligned Fields (12)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	IRQ, IRQ, IRQ
`society_id`	Society id	string	CCL	0%	3	Ci11, Cj10, Cj4
`society_name`	Society name	string	CCL	0%	3	Kurd, Madan, Babylonians
`language_glottocode`	Language glottocode	string	CCL	0%	3	cent1972, meso1252, akka1240
`language_name`	Language name	string	CCL	0%	1	, ,
`kinship_system`	Kinship system	string	CCL	0%	3	EA017:4; EA018:1; EA019:1; EA020:1; EA021:2; EA022:9;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	3	EA006:1; EA007:8; EA008:2; EA009:2; EA023:10; EA025:7,...
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	3	EA001:0; EA002:0; EA003:1; EA004:4; EA005:5; EA028:6;...
`political_complexity`	Political complexity	string	CCL	0%	3	EA032:3; EA033:3, EA032:4; EA033:NA, EA032:2; EA033:4
`religion_importance`	Religion importance	string	CCL	0%	3	EA034:4; EA112:5, EA034:4; EA112:6, EA034:1; EA112:6
`residence_pattern`	Residence pattern	string	CCL	0%	2	EA010:8; EA011:1; EA012:8; EA013:9; EA014:11, EA010:8;...
`settlement_pattern`	settlement_pattern	string	CCL	0%	3	EA030:3; EA031:NA, EA030:7; EA031:7, EA030:7; EA031:8

Extension Fields (11) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Iraq, Iraq, Iraq
`dataset`	dataset	string	0%	1	EA, EA, EA
`region`	region	string	0%	1	, ,
`latitude`	latitude	float	0%	2	32.0, 31.0, 32.0
`longitude`	longitude	float	0%	3	44.0, 47.0, 45.0
`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
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and...
`source_url`	source_url	string	0%	1	https://d-place.org, https://d-place.org, https://d-place.org
`license`	license	string	0%	1	CC BY 4.0, CC BY 4.0, CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024, 2024, 2024

IRQ D-PLACE - Dplace Ea Societies Decoded — 3 rows, 49 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	IRQ, IRQ, IRQ
`society_id`	society_id	string	CCL	0%	3	Ci11, Cj10, Cj4
`society_name`	society_name	string	CCL	0%	3	Kurd, Madan, Babylonians
`language_glottocode`	language_glottocode	string	CCL	0%	3	cent1972, meso1252, akka1240
`language_name`	language_name	string	CCL	0%	1	, ,

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

Field Name	Label	Type	Nulls	Unique	Samples
`country_name`	country_name	string	0%	1	Iraq, Iraq, Iraq
`dataset`	dataset	string	0%	1	EA, EA, EA
`region`	region	string	0%	1	, ,
`latitude`	latitude	float	0%	2	32.0, 31.0, 32.0
`longitude`	longitude	float	0%	3	44.0, 47.0, 45.0
`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
`source`	source	string	0%	1	D-PLACE: Database of Places, Language, Culture, and...
`source_url`	source_url	string	0%	1	https://d-place.org, https://d-place.org, https://d-place.org
`license`	license	string	0%	1	CC BY 4.0, CC BY 4.0, CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024, 2024, 2024
`jurisdictional_hierarchy_of_local_community`	jurisdictional_hierarchy_of_local_community	integer	0%	3	3, 4, 2
`jurisdictional_hierarchy_beyond_local_community`	jurisdictional_hierarchy_beyond_local_community	integer	33%	2	3, 4
`religion_high_gods`	religion_high_gods	integer	0%	2	4, 4, 1
`trance_states`	trance_states	integer	0%	2	5, 6, 6
`settlement_patterns`	settlement_patterns	integer	0%	2	3, 7, 7
`mean_size_of_local_communities`	mean_size_of_local_communities	integer	33%	2	7, 8
`marital_residence_first_years`	marital_residence_first_years	integer	0%	2	8, 8, 2
`residence_transfer_prevailing_pattern`	residence_transfer_prevailing_pattern	integer	0%	2	1, 1, 2
`marital_residence_prevailing_pattern`	marital_residence_prevailing_pattern	integer	0%	2	8, 8, 2
`residence_transfer_alternate`	residence_transfer_alternate	integer	0%	1	9, 9, 9
`marital_residence_alternate`	marital_residence_alternate	integer	0%	1	11, 11, 11
`largest_patrilineal_kin_group`	largest_patrilineal_kin_group	integer	0%	2	4, 4, 1
`largest_patrilineal_exogamous_group`	largest_patrilineal_exogamous_group	integer	0%	1	1, 1, 1
`largest_matrilineal_kin_group`	largest_matrilineal_kin_group	integer	0%	1	1, 1, 1
`largest_matrilineal_exogamous_group`	largest_matrilineal_exogamous_group	integer	0%	1	1, 1, 1
`cognatic_kin_groups`	cognatic_kin_groups	integer	0%	3	2, 9, 1
`secondary_cognatic_kin_group`	secondary_cognatic_kin_group	integer	0%	1	9, 9, 9
`kin_terms_for_cousins`	kin_terms_for_cousins	integer	33%	2	8, 2
`descent_major_type`	descent_major_type	integer	0%	3	7, 1, 6
+14 more extension fields — download the CSV/Parquet to see them all.

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

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

1 rows × 278 columns ingested. Field-level inventory in progress — contact us for the full export.

0 Admin 0 — 1 table(s)

IRQ Inform - Risk Index — 1 rows, 278 columns

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Field details — 278 fields (type, nulls, unique, samples)

Pending (278) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	Country code (ISO 3166-1 alpha-3)	string	0%	1	IRQ
`inform_aff_dr`	People affected by drought (absolute) - raw	float	0%	1	200000.0
`inform_aff_dr_freq`	Frequency of Droughts events	float	0%	1	0.0571428571428571
`inform_aff_dr_rel`	People affected by droughts (relative) - raw	float	0%	1	0.420613900288343
`inform_ag_lnd_totl_k2`	Land area (sq. km)	float	0%	1	434320.0
`inform_asi`	Agriculture Stress Index Probability	float	0%	1	0.3
`inform_bx_trf_pwkr_dt_gd_zs_inst`	Remittences Instability	float	0%	1	0.0241478364988338
`inform_bx_trf_pwkr_dt_gd_zs_inst_norm`	ODA % GNI Normalized [BX.TRF.PWKR.DT.GD.ZS.INST.NORM]	float	0%	1	2.9
`inform_bx_trf_pwkr`	Personal remittances, received (% of GDP)	float	0%	1	0.24899759888649
`inform_lack_of_coping_capacity`	Lack of Coping Capacity Index	float	0%	1	4.8
`inform_infrastructure_capacity`	Infrastructure	float	0%	1	3.5
`inform_cc_inf_ahc`	Access to Health Care	float	0%	1	4.7
`inform_cc_inf_ahc_health_exp`	Health expenditure per capita [CC.INF.AHC.HEALTH-EXP]	float	0%	1	7.3
`inform_cc_inf_ahc_imm`	Immunization coverage	float	0%	1	3.4
`inform_cc_inf_ahc_imm_dtp3`	Diphtheria-Tetanus-Pertussis	float	0%	1	1.5
`inform_cc_inf_ahc_imm_mcv2`	Measles	float	0%	1	2.9
`inform_cc_inf_ahc_imm_pcv3`	Pneumococcal	float	0%	1	5.8
`inform_cc_inf_ahc_mmr`	Maternal Mortality Ratio [CC.INF.AHC.MMR]	float	0%	1	0.7
`inform_cc_inf_ahc_phys`	Physicians density [CC.INF.AHC.PHYS]	float	0%	1	7.4
`inform_cc_inf_com`	Communication	float	0%	1	2.6
`inform_cc_inf_com_cel`	Mobile cellular subscriptions [CC.INF.COM.CEL]	float	0%	1	5.1
`inform_cc_inf_com_elaccs`	Access to electricity [CC.INF.COM.ELACCS]	float	0%	1	0.0
`inform_cc_inf_com_litr`	Adult literacy rate	float	0%	1	3.2
`inform_cc_inf_com_netus`	Internet users [CC.INF.COM.NETUS]	float	0%	1	1.9
`inform_cc_inf_phy`	Physical Infrastructure	float	0%	1	3.2
`inform_cc_inf_phy_h2o`	Access to improved water source	float	0%	1	0.3
`inform_cc_inf_phy_rod`	Road density [CC.INF.PHY.ROD]	float	0%	1	9.0
`inform_cc_inf_phy_sta`	Access to improved sanitation facilities	float	0%	1	0.2
`inform_institutional_capacity`	Institutional	float	0%	1	5.8
`inform_cc_ins_drr`	Disaster Risk Reduction	float	0%	1	4.3
+248 more pending fields — download the CSV/Parquet to see them all.

HERA · Human Entity Reference Atlas by Masego Inc

Build a download

Language	Place names	Share*	Script
Arabic (ara)	107,123	85.5%	Arabic
Kurdish (kur)	16,704	13.3%	Arabic +1
Persian (fas)	1,330	1.1%	Arabic
English (eng)	107	0.1%	—
+ 2 further languages (33 names, each under 0.05%)

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