Papua New Guinea

PNG SPC Pacific Data Hub (Pacific Community) PNG-SPC Census

23 rows · 2 table(s) SPC Pacific Data Hub (Pacific Community) 0 1 2 3 8 SEL ▶

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0 Admin 0 — 1 table(s)

PNG Spc - Png Census (admin_0) — 1 rows, 7 columns

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

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Pcode	string	SEL	0%	1	PG
`region_name`	Region Name	string	SEL	0%	1	Papua New Guinea
`population_count`	Population Count	integer	SEL	0%	1	7275324
`households`	Households	integer	SEL	0%	1	1374644

Pending (3) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	Admin Level	string	0%	1	admin_0
`year`	Year	integer	0%	1	2011
`avg_household_size`	Avg Household Size	float	0%	1	5.3

1 Admin 1 — 1 table(s)

PNG Spc - Png Census (admin_1) — 22 rows, 7 columns

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

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Pcode	string	SEL	0%	22	PG-21, PG-6, PG-19, PG-2, PG-10
`region_name`	Region Name	string	SEL	0%	22	Western Highlands, Eastern Highlands, Southern...
`population_count`	Population Count	integer	SEL	0%	22	249449, 186309, 264264, 158197, 376473
`households`	Households	integer	SEL	0%	22	65271, 34117, 50744, 25819, 76198

Pending (3) — 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`	Year	integer	0%	1	2011, 2011, 2011, 2011, 2011
`avg_household_size`	Avg Household Size	float	0%	15	3.8, 5.5, 5.2, 6.1, 4.9

PNG Glottolog Language Catalog PNG-GLOTTOLOG Language

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

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0 Admin 0 — 1 table(s)

PNG Glottolog - Languages — 899 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%	100	abad1241, abag1245, abau1245, abom1238, abua1245
`name`	Name	string	CCL	0%	100	Abadi, Abaga, Abau, Abom, Abu' Arapesh
`iso639_3`	Iso639 3	string	CCL	5%	95	kbt, abg, aau, aob, aah
`level`	Level	string	CCL	0%	1	language, language, language, language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	1%	28	aust1307, nucl1709, sepi1257, anim1240, nucl1708
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	1%	87	west2850, unun9976, sepi1257, tiri1259, buki1250
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	2	['PG'], ['PG'], ['PG'], ['PG'], ['PG']
`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%	7	0, 0, 0, 0, 0

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	100	-9.03389, -6.12028, -3.97222, -8.42448, -3.461612
`longitude`	longitude	float	0%	99	146.992, 145.665, 141.324, 142.842, 142.917031
`classification`	classification	string	0%	1	[], [], [], [], []

PNG Global Data Lab PNG-GDL Development Indices

782 rows · 1 table(s) Global Data Lab 0 1 2 3 9 SEL 2 ext ▶

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1 Admin 1 — 1 table(s)

PNG GDL - Subnational Indices — 782 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	PNG, PNG, PNG, PNG, PNG
`region_code`	Admin code	string	SEL	100%	-	-
`region_name`	Admin name	string	SEL	0%	23	Total, Autonomous Region of Bougainville, Central,...
`human_development_index`	Human development index	float	SEL	0%	83	0.432, 0.477, 0.472, 0.349, 0.495
`health_index`	Health index	float	SEL	0%	65	0.612, 0.67, 0.646, 0.595, 0.642
`education_index`	Education index	float	SEL	0%	90	0.256, 0.313, 0.304, 0.133, 0.35
`income_index`	Income index	float	SEL	0%	74	0.516, 0.516, 0.537, 0.536, 0.538
`life_expectancy`	Life expectancy	float	SEL	0%	93	59.78, 63.53, 61.96, 58.7, 61.75
`mean_years_schooling`	Mean years schooling	float	SEL	0%	96	3.834, 5.515, 4.787, 2.463, 6.029

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

Field Name	Label	Type	Nulls	Unique	Samples
`year`	year	integer	0%	5	1990, 1990, 1990, 1990, 1990
`level`	level	string	0%	2	national, subnational, subnational, subnational, subnational

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

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

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1 Admin 1 — 1 table(s)

PNG Cod Ps - Png Codps (admin_1) — 22 rows, 11 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	22	PG01, PG02, PG03, PG04, PG05
`region_name`	Admin name	string	SEL	0%	1	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`T_TL`	Population count	integer	SEL	0%	22	201351, 158197, 269756, 364125, 276512
`M_TL`	Population male	integer	SEL	0%	22	103762, 81814, 142231, 194834, 143791
`F_TL`	Population female	integer	SEL	0%	22	97589, 76383, 127525, 169291, 132721

Pending (6) — 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`	year	integer	0%	1	2011, 2011, 2011, 2011, 2011
`ADM1_EN`	ADM1_EN	string	0%	22	Western Province, Gulf Province, Central Province,...
`WARDS`	WARDS	integer	0%	22	307, 144, 209, 9, 391
`UNITS`	UNITS	integer	0%	22	872, 531, 1109, 520, 1169
`HOUSEHOLDS`	HOUSEHOLDS	integer	0%	22	31322, 25819, 41309, 47559, 55262

2 Admin 2 — 1 table(s)

PNG Cod Ps - Png Codps (admin_2) — 413 rows, 11 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`pcode`	Admin code	string	SEL	0%	100	PG0102, PG0101, PG0103, PG0202, PG0201
`region_name`	Admin name	string	SEL	0%	1	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`T_TL`	Population count	integer	SEL	0%	100	62850, 79349, 59152, 50966, 107231
`M_TL`	Population male	integer	SEL	0%	99	32388, 40891, 30483, 25812, 56002
`F_TL`	Population female	integer	SEL	0%	99	30462, 38458, 28669, 25154, 51229

Pending (6) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	admin_level	string	0%	2	admin_2, admin_2, admin_2, admin_2, admin_2
`year`	year	integer	0%	1	2011, 2011, 2011, 2011, 2011
`ADM2_EN`	ADM2_EN	string	13%	87	North Fly District, Middle Fly District, South Fly...
`WARDS`	WARDS	integer	0%	69	110, 125, 72, 77, 67
`UNITS`	UNITS	integer	0%	93	336, 308, 228, 215, 316
`HOUSEHOLDS`	HOUSEHOLDS	integer	0%	99	10350, 11661, 9311, 7810, 18009

PNG UNHCR Refugee Data Finder PNG-UNHCR Migration

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

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0 Admin 0 — 2 table(s)

PNG 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%	-	-

PNG 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%	-	-

PNG World Bank Open Data PNG-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)

PNG 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	PG, PG, PG, PG, PG
`population_count`	Population count	float	SEL	2%	65	1995110.0, 2046127.0, 2093919.0, 2141376.0, 2188325.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	45.805, 46.425, 46.706, 47.674, 48.295
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	2%	65	115.530490488928, 119.656325913849, 124.734548848091,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	94%	4	57.3400001525879, 69.0988851105313, 70.0599975585938,...
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	198.3, 192.1, 186.2, 180.3, 174.4
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	97%	2	37.5, 39.9

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	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

PNG 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	PG, PG, PG, PG, PG
`life_expectancy`	Life expectancy	float	SEL	3%	64	45.805, 46.425, 46.706, 47.674, 48.295
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	24%	45	43.1, 41.9, 40.6, 39.4, 38.3
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	64	198.3, 192.1, 186.2, 180.3, 174.4
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	33	393.0, 386.0, 379.0, 377.0, 369.0
`fertility_rate`	Fertility rate	float	SEL	3%	63	6.018, 6.074, 6.135, 6.153, 6.191
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	45.13, 44.883, 44.907, 44.674, 44.679
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	64	16.898, 16.463, 16.265, 15.599, 15.178
`physicians_per_1000`	Physicians per 1000	float	SEL	76%	14	0.079, 0.086, 0.056, 0.085, 0.062
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	86%	9	6.6023998260498, 4.94320011138916, 5.54440021514893,...
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	32%	29	32.0, 32.0, 29.0, 27.0, 34.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	2.0184176, 2.3006382, 2.77562952, 2.4531486, 2.59372902

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	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964

PNG USAID DHS Program PNG-DHS Health Surveys

52 rows · 2 table(s) USAID DHS Program 0 1 2 3 6 SEL 2 CCL 10 ext ▶

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1 Admin 1 — 2 table(s)

PNG DHS - Ethnicity Indicators — 26 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%	25	88.0, 74.8, 66.3, 86.1, 72.3
`men_who_are_literate`	Men who are literate	float	CCL	0%	24	90.0, 82.8, 79.1, 87.4, 80.9

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	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`survey_year`	survey_year	integer	0%	1	2017, 2017, 2017, 2017, 2017
`region`	region	string	0%	26	..Autonomous Region of Bougainville, ..Central, ..Chimbu...
`survey_id`	survey_id	string	0%	1	PG2017DHS, PG2017DHS, PG2017DHS, PG2017DHS, PG2017DHS
`survey_type`	survey_type	string	0%	1	DHS, DHS, DHS, DHS, DHS

PNG DHS - Health Indicators — 26 rows, 10 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	100%	-	-
`contraception_modern_pct`	Contraception modern percent	float	SEL	0%	25	14.2, 27.4, 26.2, 22.7, 14.9
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	0%	19	20.0, 22.0, 34.0, 33.0, 45.0
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	0%	22	25.0, 36.0, 60.0, 37.0, 57.0
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	0%	26	22.4, 52.4, 38.0, 59.7, 23.1

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	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`survey_year`	survey_year	integer	0%	1	2017, 2017, 2017, 2017, 2017
`region`	region	string	0%	26	..Autonomous Region of Bougainville, ..Central, ..Chimbu...
`survey_id`	survey_id	string	0%	1	PG2017DHS, PG2017DHS, PG2017DHS, PG2017DHS, PG2017DHS
`survey_type`	survey_type	string	0%	1	DHS, DHS, DHS, DHS, DHS

PNG D-PLACE PNG-DPLACE Ethnographic Societies

43 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)

PNG D-PLACE - Dplace Ea Societies — 43 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	PNG, PNG, PNG, PNG, PNG
`society_id`	Society id	string	CCL	0%	43	Ie10, Ie11, Ie12, Ie13, Ie15
`society_name`	Society name	string	CCL	0%	43	Motu, Kakoli, Kwoma, Kiwai, Abelam
`language_glottocode`	Language glottocode	string	CCL	0%	43	motu1246, umbu1258, kwom1262, sout2949, ambu1247
`language_name`	Language name	string	CCL	0%	1	, , , ,
`kinship_system`	Kinship system	string	CCL	0%	27	EA001:1; EA002:0; EA003:4; EA004:0; EA005:5, EA001:1;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	37	EA006:1; EA007:2; EA008:7; EA009:NA; EA010:8, EA006:4;...
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	24	EA028:3; EA029:5; EA030:7; EA031:5; EA032:4, EA028:5;...
`political_complexity`	Political complexity	string	CCL	0%	9	EA033:1; EA034:1; EA035:NA, EA033:1; EA034:2; EA035:4,...
`religion_importance`	Religion importance	string	CCL	0%	15	EA034:1; EA112:2, EA034:2; EA112:NA, EA034:1; EA112:6,...
`residence_pattern`	Residence pattern	string	CCL	0%	12	EA011:1; EA012:8; EA013:3, 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	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`dataset`	dataset	string	0%	1	EA, EA, EA, EA, EA
`region`	region	string	0%	1	, , , ,
`latitude`	latitude	float	0%	24	-9.0, -6.0, -4.0, -9.0, -3.79
`longitude`	longitude	float	0%	27	147.0, 144.0, 142.0, 143.0, 143.09
`assignment_method`	assignment_method	string	0%	1	point_in_polygon, point_in_polygon, point_in_polygon,...
`assignment_confidence`	assignment_confidence	string	0%	1	approximate, approximate, approximate, approximate, approximate

PNG LandScan Global (ORNL) PNG-LANDSCAN Modeled Population

33 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)

PNG 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	PNG
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Papua New Guinea
`admin_code`	Admin code	string	SEL	0%	1	50406891B16179730798819
`area_sqkm`	Area sqkm	float	SEL	0%	1	461748.9069
`pop_2024`	Population count	integer	SEL	0%	1	9647515
`pop_density_2024`	Population density	float	SEL	0%	1	20.89

1 Admin 1 — 1 table(s)

PNG LandScan - Population Admin1 (admin_1) — 22 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	PNG, PNG, PNG, PNG, PNG
`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%	22	Morobe Province, Southern Highlands Province, Eastern...
`admin_code`	Admin code	string	SEL	0%	22	602756B21024922409346, 602756B57671102759024,...
`area_sqkm`	Area sqkm	float	SEL	0%	22	33785.0953, 15817.3615, 11148.8382, 9763.2864, 28936.8672
`pop_2024`	Population count	integer	SEL	0%	22	946362, 790716, 669047, 652444, 642700
`pop_density_2024`	Population density	float	SEL	0%	21	28.01, 49.99, 60.01, 66.83, 22.21

Locality Locality — 1 table(s)

PNG LandScan - Cities (locality) — 10 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	PNG, PNG, PNG, PNG, PNG
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	10	Port Moresby, Lae, Goroka, Madang, Mount Hagen
`admin_code`	Admin code	integer	SEL	0%	10	1360, 1460, 1146, 1255, 782
`area_sqkm`	Area sqkm	float	SEL	0%	10	71.5439, 34.7721, 17.882, 23.842, 10.9279
`pop_2024`	Population count	integer	SEL	0%	10	308781, 117480, 112963, 80271, 69446
`pop_density_2024`	Population density	float	SEL	0%	10	4315.97, 3378.57, 6317.13, 3366.79, 6354.93

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%	10	442165, 116212, 92211, 88138, 100524
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	10	0.698, 1.011, 1.225, 0.911, 0.691

PNG OpenFactBook PNG-OPENFACTBOOK Country Profile

14 rows · 14 table(s) OpenFactBook 0 1 2 3 92 SEL 564 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 — 14 table(s)

PNG 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	2.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	39.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.pg
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	24.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	2022.0
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`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	166,000 (2021 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	166000.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	2 (2022 est.)
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	4.1 million (2024 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	4.1
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	39 (2024 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	5 TV stations: 1 commercial (TV Wan), 2 state-run...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	5.0
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	24% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	22,000 (2022 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	22000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	(2022 est.) less than 1
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

PNG OpenFactBook - Economy — 1 rows, 143 columns

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Field details — 143 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	4300.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	32.538
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	lower-middle-income Pacific island economy; primarily...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$45.487 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	45.487
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$43.697 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	43.697
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$42.093 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	42.093
`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	4.1% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	4.1
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	3.8% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	3.8
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	5.7% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	5.7
`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	$4,300 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$4,200 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	4200.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$4,100 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	4100.0
`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	$32.538 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	0.6% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	0.6
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	2.3% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	2.3
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	5.3% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	5.3
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
`gdp_composition_by_sector_of_origin_agriculture_text`	gdp_composition_by_sector_of_origin_agriculture_text	string	0%	1	17.2% (2024 est.)
+108 more extension fields — download the CSV/Parquet to see them all.

PNG OpenFactBook - Energy — 1 rows, 45 columns

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

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`electricity_access_electrification_total_population_numeric`	Electricity access percent	float	SEL	0%	1	19.0
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	19% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	65.1%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	65.1
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	14.2%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	14.2
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	1.148 million kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	1.148
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	4.399 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	4.399
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	328.234 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	328.234
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	76.4% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	76.4
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	0.1% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	0.1
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	21.2% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	21.2
`electricity_generation_sources_geothermal_text`	electricity_generation_sources_geothermal_text	string	0%	1	2% of total installed capacity (2023 est.)
`electricity_generation_sources_geothermal_numeric`	electricity_generation_sources_geothermal_numeric	float	0%	1	2.0
`electricity_generation_sources_biomass_and_waste_text`	electricity_generation_sources_biomass_and_waste_text	string	0%	1	0.3% of total installed capacity (2023 est.)
`electricity_generation_sources_biomass_and_waste_numeric`	electricity_generation_sources_biomass_and_waste_numeric	float	0%	1	0.3
`coal_imports_text`	coal_imports_text	string	0%	1	2,000 metric tons (2023 est.)
`coal_imports_numeric`	coal_imports_numeric	float	0%	1	2000.0
`petroleum_total_petroleum_production_text`	petroleum_total_petroleum_production_text	string	0%	1	32,000 bbl/day (2023 est.)
`petroleum_total_petroleum_production_numeric`	petroleum_total_petroleum_production_numeric	float	0%	1	32000.0
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	30,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	30000.0
`petroleum_crude_oil_estimated_reserves_text`	petroleum_crude_oil_estimated_reserves_text	string	0%	1	159.656 million barrels (2021 est.)
`petroleum_crude_oil_estimated_reserves_numeric`	petroleum_crude_oil_estimated_reserves_numeric	float	0%	1	159.656
`natural_gas_production_text`	natural_gas_production_text	string	0%	1	11.57 billion cubic meters (2023 est.)
+11 more extension fields — download the CSV/Parquet to see them all.

PNG OpenFactBook - Environment — 1 rows, 48 columns

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Field details — 48 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	3.1
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	75.2
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	13.7
`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	1.0
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	rainforest loss as a result of commercial demand for...
`international_environmental_agreements_party_to_text`	international_environmental_agreements_party_to_text	string	0%	1	Antarctic Treaty, Biodiversity, Climate Change, Climate...
`international_environmental_agreements_party_to_numeric`	international_environmental_agreements_party_to_numeric	float	0%	1	2006.0
`international_environmental_agreements_signed_but_not_ratified_text`	international_environmental_agreements_signed_but_not_ratified_text	string	0%	1	Comprehensive Nuclear Test Ban
`climate_text`	climate_text	string	0%	1	tropical; northwest monsoon (December to March),...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	3.1% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 0.7% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	0.7
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 2% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	2.0
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 0.4% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	0.4
`land_use_forest_text`	land_use_forest_text	string	0%	1	75.2% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	21.7% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	21.7
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	13.7% 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	5.798 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	5.798
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	1,000 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	1000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	4.467 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	4.467
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	1.33 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_from_consumed_natural_gas_numeric`	carbon_dioxide_emissions_from_consumed_natural_gas_numeric	float	0%	1	1.33
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	8.8 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	8.8
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	1 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	6.3% (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	6.3
+10 more extension fields — download the CSV/Parquet to see them all.

PNG 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	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`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	Papua New Guinean(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Papua New Guinean
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Melanesian, Papuan, Negrito, Micronesian, Polynesian
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

PNG OpenFactBook - Geography — 1 rows, 59 columns

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Field details — 59 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	462840.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	452860.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	9980.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	824.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	5152.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	4509.0
`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	3.1
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	75.2
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	0.0
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (46) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Oceania, group of islands including the eastern half of...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	6 00 S, 147 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	6.0
`map_references_text`	map_references_text	string	0%	1	Oceania
`area_total_text`	area_total_text	string	0%	1	462,840 sq km
`area_land_text`	area_land_text	string	0%	1	452,860 sq km
`area_water_text`	area_water_text	string	0%	1	9,980 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly larger than California
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	824 km
`land_boundaries_border_countries_text`	land_boundaries_border_countries_text	string	0%	1	Indonesia 824 km
`land_boundaries_border_countries_numeric`	land_boundaries_border_countries_numeric	float	0%	1	824.0
`coastline_text`	coastline_text	string	0%	1	5,152 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	200-m depth or to the depth of exploitation
`maritime_claims_continental_shelf_numeric`	maritime_claims_continental_shelf_numeric	float	0%	1	200.0
`maritime_claims_exclusive_fishing_zone_text`	maritime_claims_exclusive_fishing_zone_text	string	0%	1	200 nm
`maritime_claims_exclusive_fishing_zone_numeric`	maritime_claims_exclusive_fishing_zone_numeric	float	0%	1	200.0
`maritime_claims_note`	maritime_claims_note	string	0%	1	note: measured from claimed archipelagic baselines
`climate_text`	climate_text	string	0%	1	tropical; northwest monsoon (December to March),...
`terrain_text`	terrain_text	string	0%	1	mostly mountains with coastal lowlands and rolling foothills
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Mount Wilhelm 4,509 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Pacific Ocean 0 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	667 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	667.0
`natural_resources_text`	natural_resources_text	string	0%	1	gold, copper, silver, natural gas, timber, oil, fisheries
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	3.1% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 0.7% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	0.7
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 2% (2023 est.)
+16 more extension fields — download the CSV/Parquet to see them all.

PNG OpenFactBook - Government — 1 rows, 101 columns

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Field details — 101 fields (type, nulls, unique, samples)

Standards-Aligned Fields (2)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	PNG
`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	Independent State of Papua New Guinea
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Papua New Guinea
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Papuaniugini
`country_name_former_text`	country_name_former_text	string	0%	1	German New Guinea, British New Guinea, Territory of...
`country_name_abbreviation_text`	country_name_abbreviation_text	string	0%	1	PNG
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name derives from the Malay word pua-pua, describing...
`country_name_etymology_numeric`	country_name_etymology_numeric	float	0%	1	1545.0
`government_type_text`	government_type_text	string	0%	1	parliamentary democracy under a constitutional monarchy;...
`capital_name_text`	capital_name_text	string	0%	1	Port Moresby
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	9 27 S, 147 11 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	9.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC+10 (15 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	10.0
`capital_time_zone_note_text`	capital_time_zone_note_text	string	0%	1	Papua New Guinea has two time zones, including...
`capital_time_zone_note_numeric`	capital_time_zone_note_numeric	float	0%	1	11.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	named in 1873 by Captain John MORESBY in honor of his...
`capital_etymology_numeric`	capital_etymology_numeric	float	0%	1	1873.0
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	20 provinces, 1 autonomous region, and 1 district*;...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	20.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of English common law and customary law
`constitution_history_text`	constitution_history_text	string	0%	1	adopted 15 August 1975, effective at independence 16...
`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 National Parliament; passage has...
`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 Papua New Guinea
`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	8 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	8.0
`suffrage_text`	suffrage_text	string	0%	1	18 years of age; universal
+69 more extension fields — download the CSV/Parquet to see them all.

PNG 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	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`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	Papua New Guinea (PNG) occupies the eastern half of the...
`background_numeric`	background_numeric	float	0%	1	50000.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

PNG 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	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`languages_text`	languages_text	string	0%	1	Tok Pisin (official), English (official), Hiri Motu...
`languages_numeric`	languages_numeric	float	0%	1	839.0
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

PNG 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	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`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	10,983 (2024 est.)
`refugees_and_internally_displaced_persons_refugees_numeric`	refugees_and_internally_displaced_persons_refugees_numeric	float	0%	1	10983.0
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	107,985 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	107985.0
`trafficking_in_persons_tier_rating_text`	trafficking_in_persons_tier_rating_text	string	0%	1	Tier 3 — Papua New Guinea does not fully meet the...
`trafficking_in_persons_tier_rating_numeric`	trafficking_in_persons_tier_rating_numeric	float	0%	1	3.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

PNG OpenFactBook - Military And Security — 1 rows, 25 columns

Loading data…

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`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	Papua New Guinea Defense Force (PNGDF): Land, 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	0.3% of GDP (2024 est.)
`military_expenditures_military_expenditures_2024_numeric`	Military expenditures 2024 (numeric)	float	0%	1	0.3
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	0.3% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	0.3
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	0.3% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	0.3
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	0.4% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	0.4
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	0.4% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	0.4
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	estimated 4,000 active PNGDF (2025)
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	4000.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the PNGDF is lightly armed; the Land Force has no heavy...
`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	18-27 (30 for officers) for voluntary military service...
`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 Papua New Guinea Defense Force (PNGDF) is tasked...
`military_note_numeric`	military_note_numeric	float	0%	1	2024.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

PNG OpenFactBook - People And Society — 1 rows, 145 columns

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Field details — 145 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	10273996.0
`population_male_numeric`	Population male	float	SEL	0%	1	5206211.0
`population_female_numeric`	Population female	float	SEL	0%	1	5067785.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	37.1
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	58.9
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	4.0
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	69.4
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	62.4
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	7.0
`median_age_total_numeric`	Median age	float	SEL	0%	1	21.9
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	2.22
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	27.57
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	5.36
`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	13.7
`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	1.03
`maternal_mortality_ratio_numeric`	Maternal mortality per 100k	float	SEL	0%	1	189.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	31.3
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	70.1
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	3.72
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.82
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.06
`hospital_bed_density_numeric`	Hospital beds per 1000	float	SEL	0%	1	0.2
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	70.1
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (116) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	10,273,996 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	5,206,211
`population_female_text`	population_female_text	string	0%	1	5,067,785
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	37.1% (male 1,902,272/female 1,825,471)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	58.9% (male 2,991,479/female 2,923,410)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	4% (2024 est.) (male 198,511/female 205,090)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	69.4 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	62.4 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	7 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	14.2 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	14.2
`median_age_total_text`	median_age_total_text	string	0%	1	21.9 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	21.6 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	21.6
`median_age_female_text`	median_age_female_text	string	0%	1	21.9 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	21.9
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	2.22% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	27.57 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	5.36 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 concentrated in the highlands and eastern...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	13.7% 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	410,000 PORT MORESBY (capital) (2023)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	410000.0
`sex_ratio_at_birth_text`	sex_ratio_at_birth_text	string	0%	1	1.05 male(s)/female
`sex_ratio_0_14_years_text`	sex_ratio_0_14_years_text	string	0%	1	1.04 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.04
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1.02 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.02
+86 more extension fields — download the CSV/Parquet to see them all.

PNG OpenFactBook - Religions — 1 rows, 25 columns

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

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`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
`religions_text`	religions_text	string	0%	1	Protestant 64.3% (Evangelical Lutheran 18.4%, Seventh...
`religions_numeric`	religions_numeric	float	0%	1	64.3
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

Pending (18) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	64.3
`composition_religion_protestant__evangelical_lutheran_pct_synth`	Evangelical Lutheran	numeric	0%	-	18.4
`composition_religion_protestant__seventh_day_adventist_pct_synth`	Seventh Day Adventist	numeric	0%	-	12.9
`composition_religion_protestant__pentecostal_pct_synth`	Pentecostal	numeric	0%	-	10.4
`composition_religion_protestant__united_church_pct_synth`	United Church	numeric	0%	-	10.3
`composition_religion_protestant__evangelical_alliance_pct_synth`	Evangelical Alliance	numeric	0%	-	5.9
`composition_religion_protestant__anglican_pct_synth`	Anglican	numeric	0%	-	3.2
`composition_religion_protestant__baptist_pct_synth`	Baptist	numeric	0%	-	2.8
`composition_religion_protestant__salvation_army_pct_synth`	Salvation Army	numeric	0%	-	0.4
`composition_religion_roman_catholic_pct_synth`	Roman Catholic	numeric	0%	-	26.0
`composition_religion_other_christian_pct_synth`	other Christian	numeric	0%	-	5.3
`composition_religion_non_christian_pct_synth`	non-Christian	numeric	0%	-	1.4
`composition_religion_unspecified_pct_synth`	unspecified	numeric	0%	-	3.1
`composition_ethnicity_melanesian_pct_synth`	Melanesian	numeric	0%	-	-
`composition_ethnicity_papuan_pct_synth`	Papuan	numeric	0%	-	-
`composition_ethnicity_negrito_pct_synth`	Negrito	numeric	0%	-	-
`composition_ethnicity_micronesian_pct_synth`	Micronesian	numeric	0%	-	-
`composition_ethnicity_polynesian_pct_synth`	Polynesian	numeric	0%	-	-

PNG OpenFactBook - Transportation — 1 rows, 28 columns

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Field details — 28 fields (type, nulls, unique, samples)

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_text`	Civil aircraft registration country code prefix text	string	SEL+	0%	1	P2
`airports_numeric`	Airports count	float	SEL	0%	1	569.0
`country_code`	Country code	string	SEL	0%	1	PNG
`country_name`	Country name	string	SEL	0%	1	Papua New Guinea
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	2.0
`airports_text`	airports_text	string	0%	1	569 (2025)
`heliports_text`	heliports_text	string	0%	1	3 (2025)
`heliports_numeric`	heliports_numeric	float	0%	1	3.0
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	205 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	205.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	container ship 6, general cargo 89, oil tanker 4, other 106
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	6.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	22 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	22.0
`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	0
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	0.0
`ports_small_text`	ports_small_text	float	0%	1	6
`ports_small_numeric`	ports_small_numeric	float	0%	1	6.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	16
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	16.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	8
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	8.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Kavieng Harbor, Kieta, Port Moresby, Rabaul, Vanimo, Wewak Harbor
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/pp.json

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

10 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)

PNG GHS-UCDB - Cities (locality) — 10 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%	10	Port Moresby, Mendi, Lae, Mount Hagen, Goroka
`country_code`	Country code	string	SEL	0%	1	PNG, PNG, PNG, PNG, PNG
`population`	Population count	integer	SEL	0%	10	442165, 125843, 116212, 100524, 92211

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	10	1360, 504, 1460, 782, 1146
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Papua New Guinea, Papua New Guinea, Papua New Guinea,...
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

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

4 rows · 2 table(s) 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)

PNG Nga Gns - Language — 3 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	PNG, PNG, PNG
`gns_language_code`	gns_language_code	string	CCL	0%	3	eng, ind, tpi
`gns_language_name`	gns_language_name	string	CCL	0%	3	English, Indonesian, Tok Pisin
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	3	72, 11, 1
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	3	85.7143, 13.0952, 1.1905
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	1	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

PNG 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	PNG
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Papua New Guinea
`gns_language_count`	gns_language_count	integer	CCL	0%	1	3
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9968
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	0

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	30771
`gns_feature_count`	gns_feature_count	integer	0%	1	21228
`gns_endonym_count`	gns_endonym_count	integer	0%	1	30770
`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_populated_places`	gns_name_count_populated_places	integer	0%	1	14927
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	11531
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	6216
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	3797
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	7984
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	4697
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	1219
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	1008
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	357
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	141
`gns_name_count_undersea`	gns_name_count_undersea	integer	0%	1	30
`gns_feature_count_undersea`	gns_feature_count_undersea	integer	0%	1	16
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	15
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	15
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	4
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	4
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	19
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	19

PNG Ethnic Power Relations Dataset PNG-EPR Political Ethnicity

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

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

0 Admin 0 — 1 table(s)

PNG 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	PNG, PNG
`ethnic_group_name`	Ethnic group name	string	CCL	0%	2	Papua New Guineans, Bougainvilleans
`ethnic_power_status`	Ethnic power status	string	CCL	0%	2	DOMINANT, POWERLESS
`ethnic_population_share`	Ethnic population share	float	CCL	0%	2	0.966, 0.034
`ethnic_group_id`	Ethnic group id	float	CCL	0%	2	91001000, 91002000
`regional_autonomy`	Regional autonomy	string	CCL	0%	2	, true

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	,

PNG Global Organized Crime Index PNG-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)

PNG Organized Crime Scores 2025 — 1 rows, 35 columns

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

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

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

HERA · Human Entity Reference Atlas by Masego Inc

Papua New Guinea

Build a download

Language	Place names	Share	Script
English (eng)	72	85.7%	—
Indonesian (ind)	11	13.1%	—
Tok Pisin (tpi)	1	1.2%	—

Source	Type	Access
HDX COD — Population Statistics (OCHA/UNFPA)	international_organization	bulk_download
SPC Pacific Data Hub (Pacific Community)	international_organization	api
GI-TOC / ENACT (Global Initiative Against Transnational Organized Crime · ENACT)	academic	bulk_download
Ethnic Power Relations Dataset	academic	bulk_download
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
World Bank Open Data	international_organization	api
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
USAID DHS Program (US Agency for International Development · Demographic and Health Surveys)	international_organization	api
NGA GEOnet Names Server (GNS)	official_government	bulk_download
Global Data Lab	academic	api
Glottolog Language Catalog	academic	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