Samoa

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

5 rows · 2 tables · 2016 SPC Pacific Data Hub (Pacific Community) 0 1 2 3 8 SEL ▶

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0 Admin 0 — 1 table(s)

WSM Spc - WSM 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	WS
`region_name`	Region Name	string	SEL	0%	1	Samoa
`population_count`	Population Count	integer	SEL	0%	1	195979
`households`	Households	integer	SEL	0%	1	52123

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	2016
`avg_household_size`	Avg Household Size	float	0%	1	3.8

1 Admin 1 — 1 table(s)

WSM Spc - WSM Census (admin_1) — 4 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%	4	WS-3, WS-4, WS-2, WS-1
`region_name`	Region Name	string	SEL	0%	4	Rest of Upolu, Savaii, North West Upolu, Apia Urban Area
`population_count`	Population Count	integer	SEL	0%	4	45652, 43560, 69376, 37391
`households`	Households	integer	SEL	0%	4	12710, 13767, 17222, 8424

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
`year`	Year	integer	0%	1	2016, 2016, 2016, 2016
`avg_household_size`	Avg Household Size	float	0%	4	3.6, 3.2, 4, 4.4

WSM World Bank Open Data WSM-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)

WSM 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	WS, WS, WS, WS, WS
`population_count`	Population count	float	SEL	2%	65	112490.0, 115496.0, 118597.0, 121764.0, 124894.0
`life_expectancy`	Life expectancy	float	SEL	3%	64	55.153, 55.738, 56.316, 56.861, 54.043
`gdp_per_capita_usd`	Gdp per capita usd	float	SEL	17%	55	321.996706619559, 376.971495094961, 432.869670090088,...
`literacy_rate_pct`	Literacy rate percent	float	SEL	92%	5	97.9400024414062, 98.9700012207031, 99.4000015258789,...
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	60	107.4, 103.2, 99.3, 95.6, 111.0
`poverty_headcount_pct`	Poverty headcount percent	float	SEL	94%	4	22.9, 26.9, 18.8, 21.9

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

WSM 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	WS, WS, WS, WS, WS
`life_expectancy`	Life expectancy	float	SEL	3%	64	55.153, 55.738, 56.316, 56.861, 54.043
`infant_mortality_per_1000`	Infant mortality per 1000	float	SEL	47%	29	13.4, 13.0, 12.5, 12.1, 11.5
`under5_mortality_per_1000`	Under5 mortality per 1000	float	SEL	3%	60	107.4, 103.2, 99.3, 95.6, 111.0
`maternal_mortality_per_100k`	Maternal mortality per 100k	float	SEL	41%	29	160.0, 153.0, 147.0, 143.0, 136.0
`fertility_rate`	Fertility rate	float	SEL	3%	63	7.779, 7.771, 7.759, 7.729, 7.703
`birth_rate_per_1000`	Birth rate per 1000	float	SEL	3%	64	50.987, 50.478, 49.945, 48.786, 47.68
`death_rate_per_1000`	Death rate per 1000	float	SEL	3%	63	12.776, 12.398, 12.021, 11.47, 13.038
`physicians_per_1000`	Physicians per 1000	float	SEL	71%	19	0.441, 0.35, 0.361, 0.404, 0.28
`hospital_beds_per_1000`	Hospital beds per 1000	float	SEL	92%	5	5.0, 4.55819988250732, 4.4967999458313, 4.36399984359741, 0.95
`vaccination_rate_pct`	Vaccination rate percent	float	SEL	32%	32	29.0, 66.0, 87.0, 89.0, 96.0
`health_expenditure_pct_gdp`	Health expenditure percent gdp	float	SEL	64%	24	4.28232527, 3.81804991, 4.49205494, 4.17237139, 4.52578545

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

WSM 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	WSM, WSM, WSM, WSM, WSM
`country_name`	country_name	string	0%	1	Samoa, Samoa, Samoa, Samoa, Samoa
`year`	year	integer	0%	66	1960, 1961, 1962, 1963, 1964
`intl_migrant_stock`	intl_migrant_stock	float	88%	8	3357.0, 4694.0, 5998.0, 5746.0, 5122.0
`intl_migrant_stock_pct`	intl_migrant_stock_pct	float	88%	7	2.0, 2.7, 3.3, 3.1, 2.7
`net_migration`	net_migration	float	0%	66	-1333.0, -1349.0, -1341.0, -1365.0, -1252.0
`remittances_received_usd`	remittances_received_usd	float	26%	42	6000000.0, 12000000.0, 13000000.0, 19000000.0, 19000000.0
`remittances_received_pct_gdp`	remittances_received_pct_gdp	float	26%	49	6.10403279907538, 11.08817048224, 10.6333037973684,...
`remittances_paid_usd`	remittances_paid_usd	float	38%	41	195967.2272, 219164.8483, 249793.9914, 2235107.66, 2722237.11

WSM UNHCR Refugee Data Finder WSM-UNHCR Migration

21 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)

WSM UNHCR - Hosted Populations — 4 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%	-	-

WSM UNHCR - Origin Populations — 17 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%	-	-

WSM LandScan Global (ORNL) WSM-LANDSCAN Modeled Population

13 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)

WSM 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	WSM
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Samoa
`admin_code`	Admin code	string	SEL	0%	1	28090321B55178747691292
`area_sqkm`	Area sqkm	float	SEL	0%	1	2837.3601
`pop_2024`	Population count	integer	SEL	0%	1	184128
`pop_density_2024`	Population density	float	SEL	0%	1	64.89

1 Admin 1 — 1 table(s)

WSM LandScan - Population Admin1 (admin_1) — 11 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	WSM, WSM, WSM, WSM, WSM
`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%	11	Tuamasaga, Atua, A'ana, Fa'asaleleage, Palauli
`admin_code`	Admin code	string	SEL	0%	11	40696546B29543190564601, 40696546B40781349975951,...
`area_sqkm`	Area sqkm	float	SEL	0%	11	445.9759, 411.1778, 203.1429, 259.1204, 538.7431
`pop_2024`	Population count	integer	SEL	0%	11	93129, 20467, 19678, 10811, 8738
`pop_density_2024`	Population density	float	SEL	0%	11	208.82, 49.78, 96.87, 41.72, 16.22

Locality Locality — 1 table(s)

WSM LandScan - Cities (locality) — 1 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	WSM
`admin_level`	Admin level	string	SEL	0%	1	locality
`admin_name`	Admin name	string	SEL	0%	1	Apia
`admin_code`	Admin code	integer	SEL	0%	1	1
`area_sqkm`	Area sqkm	float	SEL	0%	1	34.7911
`pop_2024`	Population count	integer	SEL	0%	1	39522
`pop_density_2024`	Population density	float	SEL	0%	1	1135.98

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%	1	60042
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	1	0.658

WSM OpenFactBook WSM-OPENFACTBOOK Country Profile

13 rows · 13 tables · 2024 OpenFactBook 0 1 2 3 87 SEL 2 CCL 503 ext ▶

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0 Admin 0 — 13 table(s)

WSM 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	2.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	62.0
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	58.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	1.0
`country_code`	Country code	string	SEL	0%	1	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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	5,000 (2022 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	5000.0
`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	134,000 (2022 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	134000.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	62 (2022 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	state-owned TV station privatized in 2008; 4 privately...
`broadcast_media_numeric`	broadcast_media_numeric	float	0%	1	2008.0
`internet_country_code_text`	Internet country code text	string	0%	1	.ws
`internet_users_percent_of_population_text`	internet_users_percent_of_population_text	string	0%	1	58% (2023 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	2,000 (2022 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	2000.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	1 (2022 est.)
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM OpenFactBook - Economy — 1 rows, 140 columns

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Field details — 145 fields (type, nulls, unique, samples)

Standards-Aligned Fields (6)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`real_gdp_per_capita_real_gdp_per_capita_2024_numeric`	Real gdp per capita 2024 (numeric)	float	SEL	0%	1	6900.0
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	1.068
`population_below_poverty_line_numeric`	Poverty headcount percent	float	SEL	0%	1	21.9
`country_code`	Country code	string	SEL	0%	1	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (139) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	ower middle-income Pacific island economy; enormous...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2024_text`	Real gdp purchasing power parity 2024 (text)	string	0%	1	$1.503 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	1.503
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$1.374 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	1.374
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$1.258 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	1.258
`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	9.4% (2024 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2024_numeric`	Real gdp growth rate 2024 (numeric)	float	0%	1	9.4
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	9.2% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	9.2
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	-5.3% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	-5.3
`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	$6,900 (2024 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$6,300 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	6300.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$5,800 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	5800.0
`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	$1.068 billion (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_text`	Inflation rate consumer prices 2024 (text)	string	0%	1	2.2% (2024 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2024_numeric`	Inflation rate consumer prices 2024 (numeric)	float	0%	1	2.2
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_text`	Inflation rate consumer prices 2023 (text)	string	0%	1	7.9% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	7.9
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	11% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	11.0
`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	11% (2024 est.)
+109 more extension fields — download the CSV/Parquet to see them all.

WSM OpenFactBook - Energy — 1 rows, 31 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
`electricity_access_electrification_total_population_numeric`	Electricity access percent	float	SEL	0%	1	98.3
`country_code`	Country code	string	SEL	0%	1	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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
`electricity_access_electrification_total_population_text`	electricity_access_electrification_total_population_text	string	0%	1	98.3% (2022 est.)
`electricity_access_electrification_urban_areas_text`	electricity_access_electrification_urban_areas_text	string	0%	1	100%
`electricity_access_electrification_urban_areas_numeric`	electricity_access_electrification_urban_areas_numeric	float	0%	1	100.0
`electricity_access_electrification_rural_areas_text`	electricity_access_electrification_rural_areas_text	string	0%	1	97.9%
`electricity_access_electrification_rural_areas_numeric`	electricity_access_electrification_rural_areas_numeric	float	0%	1	97.9
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	54,000 kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	54000.0
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	141.846 million kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	141.846
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	17.284 million kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	17.284
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	59.7% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	59.7
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	15.1% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	15.1
`electricity_generation_sources_wind_text`	electricity_generation_sources_wind_text	string	0%	1	0.1% of total installed capacity (2023 est.)
`electricity_generation_sources_wind_numeric`	electricity_generation_sources_wind_numeric	float	0%	1	0.1
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	18.9% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	18.9
`electricity_generation_sources_biomass_and_waste_text`	electricity_generation_sources_biomass_and_waste_text	string	0%	1	6.3% of total installed capacity (2023 est.)
`electricity_generation_sources_biomass_and_waste_numeric`	electricity_generation_sources_biomass_and_waste_numeric	float	0%	1	6.3
`petroleum_refined_petroleum_consumption_text`	petroleum_refined_petroleum_consumption_text	string	0%	1	2,000 bbl/day (2023 est.)
`petroleum_refined_petroleum_consumption_numeric`	petroleum_refined_petroleum_consumption_numeric	float	0%	1	2000.0
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_text	string	0%	1	23.476 million Btu/person (2023 est.)
`energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric`	energy_consumption_per_capita_total_energy_consumption_per_capita_2023_numeric	float	0%	1	23.476
`source_section`	source_section	string	0%	1	Energy
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM OpenFactBook - Environment — 1 rows, 33 columns

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Field details — 35 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	17.6
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	57.8
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	17.5
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	-0.03
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	27400.0
`country_code`	Country code	string	SEL	0%	1	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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
`environmental_issues_text`	environmental_issues_text	string	0%	1	soil erosion; deforestation; invasive species; overfishing
`international_environmental_agreements_party_to_text`	international_environmental_agreements_party_to_text	string	0%	1	Biodiversity, Climate Change, Climate Change-Kyoto...
`international_environmental_agreements_signed_but_not_ratified_text`	international_environmental_agreements_signed_but_not_ratified_text	string	0%	1	none of the selected agreements
`climate_text`	climate_text	string	0%	1	tropical; rainy season (November to April), dry season...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	17.6% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 3.9% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	3.9
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 11.4% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	11.4
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 2.3% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	2.3
`land_use_forest_text`	land_use_forest_text	string	0%	1	57.8% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	24.6% (2023 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	24.6
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	17.5% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	-0.03% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	335,000 metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	335000.0
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	335,000 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	335000.0
`particulate_matter_emissions_text`	particulate_matter_emissions_text	string	0%	1	7.8 micrograms per cubic meter (2019 est.)
`particulate_matter_emissions_numeric`	particulate_matter_emissions_numeric	float	0%	1	7.8
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	27,400 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	57.6% (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	57.6
`source_section`	source_section	string	0%	1	Environment
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM 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	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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	Samoan(s)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Samoan
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Samoan 96%, Samoan/New Zealander 2%, other 1.9% (2011 est.)
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	96.0
`source_section`	source_section	string	0%	1	People and Society:ethnic_groups
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM OpenFactBook - Geography — 1 rows, 49 columns

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Field details — 51 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	2831.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	2821.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	10.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	0.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	403.0
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	1857.0
`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	17.6
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	57.8
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	0.0
`country_code`	Country code	string	SEL	0%	1	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (38) — 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 in the South Pacific Ocean,...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	13 35 S, 172 20 W
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	13.0
`map_references_text`	map_references_text	string	0%	1	Oceania
`area_total_text`	area_total_text	string	0%	1	2,831 sq km
`area_land_text`	area_land_text	string	0%	1	2,821 sq km
`area_water_text`	area_water_text	string	0%	1	10 sq km
`area_comparative_text`	area_comparative_text	string	0%	1	slightly smaller than Rhode Island
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	0 km
`coastline_text`	coastline_text	string	0%	1	403 km
`maritime_claims_territorial_sea_text`	maritime_claims_territorial_sea_text	string	0%	1	12 nm
`maritime_claims_territorial_sea_numeric`	maritime_claims_territorial_sea_numeric	float	0%	1	12.0
`maritime_claims_contiguous_zone_text`	maritime_claims_contiguous_zone_text	string	0%	1	24 nm
`maritime_claims_contiguous_zone_numeric`	maritime_claims_contiguous_zone_numeric	float	0%	1	24.0
`maritime_claims_exclusive_economic_zone_text`	maritime_claims_exclusive_economic_zone_text	string	0%	1	200 nm
`maritime_claims_exclusive_economic_zone_numeric`	maritime_claims_exclusive_economic_zone_numeric	float	0%	1	200.0
`climate_text`	climate_text	string	0%	1	tropical; rainy season (November to April), dry season...
`terrain_text`	terrain_text	string	0%	1	two main islands (Savaii, Upolu) and several smaller...
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Mount Silisili 1,857 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	Pacific Ocean 0 m
`natural_resources_text`	natural_resources_text	string	0%	1	hardwood forests, fish, hydropower
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	17.6% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 3.9% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	3.9
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 11.4% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	11.4
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 2.3% (2023 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	2.3
`land_use_forest_text`	land_use_forest_text	string	0%	1	57.8% (2023 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	24.6% (2023 est.)
+8 more extension fields — download the CSV/Parquet to see them all.

WSM OpenFactBook - Government — 1 rows, 77 columns

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Field details — 99 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	WSM
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (97) — 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 Samoa
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Samoa
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	Malo Sa'oloto Tuto'atasi o Samoa
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Samoa
`country_name_former_text`	country_name_former_text	string	0%	1	Western Samoa
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name's meaning and origin are unclear; some assert...
`government_type_text`	government_type_text	string	0%	1	parliamentary republic
`capital_name_text`	capital_name_text	string	0%	1	Apia
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	13 49 S, 171 46 W
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	13.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC+13 (18 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	13.0
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	11 districts; A'ana, Aiga-i-le-Tai, Atua, Fa'asaleleaga,...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	11.0
`legal_system_text`	legal_system_text	string	0%	1	mixed system of English common law and customary law;...
`constitution_history_text`	constitution_history_text	string	0%	1	several previous (pre-independence); latest 1 January 1962
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed as an act by the Legislative Assembly; passage...
`constitution_amendment_process_numeric`	constitution_amendment_process_numeric	float	0%	1	90.0
`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 Samoa
`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	5 years
`citizenship_residency_requirement_for_naturalization_numeric`	citizenship_residency_requirement_for_naturalization_numeric	float	0%	1	5.0
`suffrage_text`	suffrage_text	string	0%	1	21 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	21.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	TUIMALEALI'IFANO Va’aletoa Sualauvi II (since 21 July 2017)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	21.0
`executive_branch_head_of_government_text`	executive_branch_head_of_government_text	string	0%	1	Prime Minister LA'AULIALEMALIETOA La'auli Leuatea...
+67 more extension fields — download the CSV/Parquet to see them all.

WSM 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	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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	The first Austronesian settlers arrived in Samoa around...
`background_numeric`	background_numeric	float	0%	1	1000.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM OpenFactBook - Languages — 1 rows, 6 columns

Loading data…

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	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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	Samoan (Polynesian) (official) 91.1%, Samoan/English...
`languages_numeric`	languages_numeric	float	0%	1	91.1
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM OpenFactBook - Military And Security — 1 rows, 7 columns

Loading data…

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	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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
`military_and_security_forces_text`	military_and_security_forces_text	string	0%	1	no regular military forces; Samoa Police Service...
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_note_text`	military_note_text	string	0%	1	informal defense ties exist with New Zealand, which...
`military_note_numeric`	military_note_numeric	float	0%	1	1962.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM OpenFactBook - People And Society — 1 rows, 131 columns

Loading data…

Field details — 142 fields (type, nulls, unique, samples)

Standards-Aligned Fields (28)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	210223.0
`population_male_numeric`	Population male	float	SEL	0%	1	106542.0
`population_female_numeric`	Population female	float	SEL	0%	1	103681.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	26.9
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	65.9
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	7.2
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	51.6
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	40.2
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	11.4
`median_age_total_numeric`	Median age	float	SEL	0%	1	27.8
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	0.66
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	18.53
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	5.41
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	-6.57
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	17.5
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	-0.03
`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	101.0
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	17.2
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	75.7
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	2.29
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	1.12
`physician_density_numeric`	Physicians per 1000	float	SEL	0%	1	0.56
`literacy_total_population_numeric`	Literacy rate percent	float	SEL	0%	1	98.0
`country_code`	Country code	string	SEL	0%	1	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	210,223 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	106,542
`population_female_text`	population_female_text	string	0%	1	103,681
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	26.9% (male 28,952/female 27,173)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	65.9% (male 70,225/female 67,427)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	7.2% (2024 est.) (male 6,743/female 8,333)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	51.6 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	40.2 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	11.4 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	8.8 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	8.8
`median_age_total_text`	median_age_total_text	string	0%	1	27.8 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	27 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	27.0
`median_age_female_text`	median_age_female_text	string	0%	1	27.8 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	27.8
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	0.66% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	18.53 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	5.41 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	-6.57 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	about three quarters of the population lives on the...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	17.5% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	-0.03% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	36,000 APIA (capital) (2018)
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	36000.0
`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	1.07 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.07
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1.04 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.04
+84 more extension fields — download the CSV/Parquet to see them all.

WSM OpenFactBook - Religions — 1 rows, 6 columns

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Field details — 24 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	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_other_pct_synth`	other	numeric	CCL	0%	-	2.9
`composition_ethnicity_primary_label_synth`	Samoan	string	CCL	0%	-	Samoan

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 54.9% (Congregationalist 29%, Methodist...
`religions_numeric`	religions_numeric	float	0%	1	54.9
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

Pending (15) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_protestant_pct_synth`	Protestant	numeric	0%	-	54.9
`composition_religion_protestant__congregationalist_pct_synth`	Congregationalist	numeric	0%	-	29.0
`composition_religion_protestant__methodist_pct_synth`	Methodist	numeric	0%	-	12.4
`composition_religion_protestant__assembly_of_god_pct_synth`	Assembly of God	numeric	0%	-	6.8
`composition_religion_protestant__seventh_day_adventist_pct_synth`	Seventh Day Adventist	numeric	0%	-	4.4
`composition_religion_protestant__other_protestant_pct_synth`	other Protestant	numeric	0%	-	2.3
`composition_religion_roman_catholic_pct_synth`	Roman Catholic	numeric	0%	-	18.8
`composition_religion_church_of_jesus_christ_pct_synth`	Church of Jesus Christ	numeric	0%	-	16.9
`composition_religion_worship_centre_pct_synth`	Worship Centre	numeric	0%	-	2.8
`composition_religion_other_christian_pct_synth`	other Christian	numeric	0%	-	3.6
`composition_religion_none_pct_synth`	none	numeric	0%	-	0.2
`composition_ethnicity_samoan_pct_synth`	Samoan	numeric	0%	-	96.0
`composition_ethnicity_samoan_new_zealander_pct_synth`	Samoan/New Zealander	numeric	0%	-	2.0
`composition_ethnicity_other_pct_synth`	other	numeric	0%	-	1.9
`composition_ethnicity_primary_share_pct_synth`	Samoan	numeric	0%	-	96.0

WSM OpenFactBook - Transportation — 1 rows, 25 columns

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Field details — 26 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	4.0
`country_code`	Country code	string	SEL	0%	1	WSM
`country_name`	Country name	string	SEL	0%	1	Samoa
`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
`civil_aircraft_registration_country_code_prefix_text`	Civil aircraft registration country code prefix text	string	0%	1	5W
`civil_aircraft_registration_country_code_prefix_numeric`	civil_aircraft_registration_country_code_prefix_numeric	float	0%	1	5.0
`airports_text`	airports_text	string	0%	1	4 (2025)
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	13 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	13.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	general cargo 3, oil tanker 1, other 9
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	3.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	1 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	1.0
`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	0
`ports_small_numeric`	ports_small_numeric	float	0%	1	0.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	1
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	1.0
`ports_ports_with_oil_terminals_text`	Ports with oil terminals (text)	float	0%	1	1
`ports_ports_with_oil_terminals_numeric`	Ports with oil terminals (numeric)	float	0%	1	1.0
`ports_key_ports_text`	ports_key_ports_text	string	0%	1	Apia
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	australia-oceania/ws.json

WSM D-PLACE WSM-DPLACE Ethnographic Societies

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

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0 Admin 0 — 2 table(s)

WSM D-PLACE - Dplace Ea Societies — 2 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	WSM, WSM
`society_id`	Society id	string	CCL	0%	2	Ii1, Ii14
`society_name`	Society name	string	CCL	0%	2	American Samoans, Upolu Samoans
`language_glottocode`	Language glottocode	string	CCL	0%	1	samo1305, samo1305
`language_name`	Language name	string	CCL	0%	1	,
`kinship_system`	Kinship system	string	CCL	0%	1	EA017:1; EA018:1; EA019:1; EA020:1; EA021:5; EA022:9;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	1	EA006:4; EA007:8; EA008:8; EA009:2; EA023:7; EA025:15,...
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	2	EA001:0; EA002:0; EA003:3; EA004:1; EA005:6; EA028:4;...
`political_complexity`	Political complexity	string	CCL	0%	1	EA032:4; EA033:3, EA032:4; EA033:3
`religion_importance`	Religion importance	string	CCL	0%	2	EA034:2; EA112:6, EA034:1; EA112:NA
`residence_pattern`	Residence pattern	string	CCL	0%	2	EA010:2; EA011:2; EA012:2; EA013:9; EA014:11, EA010:12;...
`settlement_pattern`	settlement_pattern	string	CCL	0%	2	EA030:7; EA031:2, EA030:7; EA031:4

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	Samoa, Samoa
`dataset`	dataset	string	0%	1	EA, EA
`region`	region	string	0%	1	,
`latitude`	latitude	float	0%	2	-13.68, -13.94
`longitude`	longitude	float	0%	2	-172.41, -171.77
`assignment_method`	assignment_method	string	0%	1	point_in_polygon, point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	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
`license`	license	string	0%	1	CC BY 4.0, CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024, 2024

WSM D-PLACE - Dplace Ea Societies Decoded — 2 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	WSM, WSM
`society_id`	society_id	string	CCL	0%	2	Ii1, Ii14
`society_name`	society_name	string	CCL	0%	2	American Samoans, Upolu Samoans
`language_glottocode`	language_glottocode	string	CCL	0%	1	samo1305, samo1305
`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	Samoa, Samoa
`dataset`	dataset	string	0%	1	EA, EA
`region`	region	string	0%	1	,
`latitude`	latitude	float	0%	2	-13.68, -13.94
`longitude`	longitude	float	0%	2	-172.41, -171.77
`assignment_method`	assignment_method	string	0%	1	point_in_polygon, point_in_polygon
`assignment_confidence`	assignment_confidence	string	0%	1	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
`license`	license	string	0%	1	CC BY 4.0, CC BY 4.0
`data_vintage`	data_vintage	integer	0%	1	2024, 2024
`jurisdictional_hierarchy_of_local_community`	jurisdictional_hierarchy_of_local_community	integer	0%	1	4, 4
`jurisdictional_hierarchy_beyond_local_community`	jurisdictional_hierarchy_beyond_local_community	integer	0%	1	3, 3
`religion_high_gods`	religion_high_gods	integer	0%	2	2, 1
`trance_states`	trance_states	integer	50%	1	6
`settlement_patterns`	settlement_patterns	integer	0%	1	7, 7
`mean_size_of_local_communities`	mean_size_of_local_communities	integer	0%	2	2, 4
`marital_residence_first_years`	marital_residence_first_years	integer	0%	2	2, 12
`residence_transfer_prevailing_pattern`	residence_transfer_prevailing_pattern	integer	0%	1	2, 2
`marital_residence_prevailing_pattern`	marital_residence_prevailing_pattern	integer	0%	2	2, 12
`residence_transfer_alternate`	residence_transfer_alternate	integer	0%	2	9, 3
`marital_residence_alternate`	marital_residence_alternate	integer	0%	2	11, 9
`largest_patrilineal_kin_group`	largest_patrilineal_kin_group	integer	0%	1	1, 1
`largest_patrilineal_exogamous_group`	largest_patrilineal_exogamous_group	integer	0%	1	1, 1
`largest_matrilineal_kin_group`	largest_matrilineal_kin_group	integer	0%	1	1, 1
`largest_matrilineal_exogamous_group`	largest_matrilineal_exogamous_group	integer	0%	1	1, 1
`cognatic_kin_groups`	cognatic_kin_groups	integer	0%	1	5, 5
`secondary_cognatic_kin_group`	secondary_cognatic_kin_group	integer	0%	1	9, 9
`kin_terms_for_cousins`	kin_terms_for_cousins	integer	0%	1	4, 4
`descent_major_type`	descent_major_type	integer	0%	1	5, 5
+14 more extension fields — download the CSV/Parquet to see them all.

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

3 rows · 2 tables · 2026 NGA GEOnet Names Server (GNS) 0 1 2 3 4 SEL 12 CCL 20 ext ▶

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0 Admin 0 — 2 table(s)

WSM NGA GNS - Language — 2 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	WSM, WSM
`gns_language_code`	gns_language_code	string	CCL	0%	2	smo, eng
`gns_language_name`	gns_language_name	string	CCL	0%	2	Samoan, English
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	2	21, 4
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	2	84.0, 16.0
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	1	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

WSM NGA GNS - Summary — 1 rows, 27 columns

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Field details — 27 fields (type, nulls, unique, samples)

Standards-Aligned Fields (7)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`country_code`	country_code	string	SEL	0%	1	WSM
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Samoa
`gns_language_count`	gns_language_count	integer	CCL	0%	1	2
`gns_script_count`	gns_script_count	integer	CCL	0%	1	0
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.7412
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	0

Extension Fields (20) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`gns_name_count`	gns_name_count	integer	0%	1	1159
`gns_feature_count`	gns_feature_count	integer	0%	1	866
`gns_endonym_count`	gns_endonym_count	integer	0%	1	1156
`gns_exonym_count`	gns_exonym_count	integer	0%	1	3
`gns_source_build_date`	gns_source_build_date	string	0%	1	Wed, 05 Aug 2026
`gns_source_change_date`	gns_source_change_date	string	0%	1	2026-08-05
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	55
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	50
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	183
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	129
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	349
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	213
`gns_name_count_populated_places`	gns_name_count_populated_places	integer	0%	1	476
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	401
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	43
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	26
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	10
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	5
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	43
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	42

WSM Glottolog Language Catalog WSM-GLOTTOLOG Language

2 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)

WSM Glottolog - Languages — 2 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%	2	samo1305, samo1307
`name`	Name	string	CCL	0%	2	Samoan, Samoan Plantation Pidgin
`iso639_3`	Iso639 3	string	CCL	50%	1	smo
`level`	Level	string	CCL	0%	1	language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	0%	2	aust1307, pidg1258
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	2	samo1310, engl1287
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`child_family_count`	Child family count	integer	CCL	0%	1	0, 0
`child_language_count`	Child language count	integer	CCL	0%	1	0, 0
`child_dialect_count`	Child dialect count	integer	CCL	0%	1	0, 0

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	50%	1	-13.92
`longitude`	longitude	float	50%	1	-171.83
`country_codes`	Country codes	string	0%	2	['AS', 'WS'], ['WS']
`classification`	classification	string	0%	1	[], []

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

1 row · 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)

WSM GHS-UCDB - Cities (locality) — 1 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%	1	Apia
`country_code`	Country code	string	SEL	0%	1	WSM
`population`	Population count	integer	SEL	0%	1	60042

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	1	1
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Samoa
`population_year`	population_year	integer	0%	1	2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

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

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

1 rows × 257 columns ingested. Field-level inventory in progress — contact us for the full export.

0 Admin 0 — 1 table(s)

WSM Inform - Risk Index — 1 rows, 257 columns

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Field details — 257 fields (type, nulls, unique, samples)

Pending (257) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`country_code`	Country code (ISO 3166-1 alpha-3)	string	0%	1	WSM
`inform_aff_dr`	People affected by drought (absolute) - raw	float	0%	1	0.0
`inform_aff_dr_freq`	Frequency of Droughts events	float	0%	1	0.0285714285714286
`inform_aff_dr_rel`	People affected by droughts (relative) - raw	float	0%	1	0.0
`inform_ag_lnd_totl_k2`	Land area (sq. km)	float	0%	1	2830.0
`inform_bx_trf_pwkr_dt_gd_zs_inst`	Remittences Instability	float	0%	1	2.07894527829613
`inform_bx_trf_pwkr_dt_gd_zs_inst_norm`	ODA % GNI Normalized [BX.TRF.PWKR.DT.GD.ZS.INST.NORM]	float	0%	1	9.4
`inform_bx_trf_pwkr`	Personal remittances, received (% of GDP)	float	0%	1	22.3700199127197
`inform_lack_of_coping_capacity`	Lack of Coping Capacity Index	float	0%	1	3.8
`inform_infrastructure_capacity`	Infrastructure	float	0%	1	3.4
`inform_cc_inf_ahc`	Access to Health Care	float	0%	1	5.7
`inform_cc_inf_ahc_health_exp`	Health expenditure per capita [CC.INF.AHC.HEALTH-EXP]	float	0%	1	8.6
`inform_cc_inf_ahc_imm`	Immunization coverage	float	0%	1	4.4
`inform_cc_inf_ahc_imm_dtp3`	Diphtheria-Tetanus-Pertussis	float	0%	1	2.4
`inform_cc_inf_ahc_imm_mcv2`	Measles	float	0%	1	6.6
`inform_cc_inf_ahc_imm_pcv3`	Pneumococcal	float	0%	1	4.1
`inform_cc_inf_ahc_mmr`	Maternal Mortality Ratio [CC.INF.AHC.MMR]	float	0%	1	1.1
`inform_cc_inf_ahc_phys`	Physicians density [CC.INF.AHC.PHYS]	float	0%	1	8.6
`inform_cc_inf_com`	Communication	float	0%	1	2.9
`inform_cc_inf_com_cel`	Mobile cellular subscriptions [CC.INF.COM.CEL]	float	0%	1	7.1
`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	0.2
`inform_cc_inf_com_netus`	Internet users [CC.INF.COM.NETUS]	float	0%	1	4.2
`inform_cc_inf_phy`	Physical Infrastructure	float	0%	1	1.6
`inform_cc_inf_phy_h2o`	Access to improved water source	float	0%	1	0.1
`inform_cc_inf_phy_rod`	Road density [CC.INF.PHY.ROD]	float	0%	1	4.4
`inform_cc_inf_phy_sta`	Access to improved sanitation facilities	float	0%	1	0.3
`inform_institutional_capacity`	Institutional	float	0%	1	4.2
`inform_cc_ins_drr`	Disaster Risk Reduction	float	0%	1	4.3
`inform_cc_ins_drr_sg_dsr_lgrgsr`	Disaster Risk Reduction SG_DSR_LGRGSR [CC.INS.DRR.SG_DSR_LGRGSR]	float	0%	1	4.3
+227 more pending fields — download the CSV/Parquet to see them all.

HERA · Human Entity Reference Atlas by Masego Inc

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Source	Type	Access
SPC Pacific Data Hub (Pacific Community)	international_organization	api
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
INFORM Risk Index (EC-JRC)	international_organization	api
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
NGA GEOnet Names Server (GNS)	official_government	bulk_download
Glottolog Language Catalog	academic	bulk_download
World Bank Open Data	international_organization	api
GHS Urban Centre Database (Global Human Settlement · EU Joint Research Centre)	international_organization	bulk_download
LandScan Global (ORNL — Oak Ridge National Laboratory)	research_institution	earth_engine
OpenFactBook	community_compilation	bulk_download