Taiwan

TWN Directorate-General of Budget, Accounting and Statistics (DGBAS) TWN-DGBAS_CENSUS Census

46 rows · 2 table(s) Directorate-General of Budget, Accounting and Statistics (DGBAS) 0 1 2 3 8 SEL 5 ext ▶

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0 Admin 0 — 1 table(s)

TWN Dgbas Census - Twn Population (admin_0) — 1 rows, 7 columns

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

Standards-Aligned Fields (5)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`admin_code`	Admin code	string	SEL	0%	1	TWN
`admin_name`	Admin name	string	SEL	0%	1	Taiwan
`population_count`	Population count	integer	SEL	0%	1	23833611
`population_male`	Population male	integer	SEL	0%	1	11751181
`population_female`	Population female	integer	SEL	0%	1	12082430

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

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	admin_level	string	0%	1	admin_0
`year`	year	integer	0%	1	2020

1 Admin 1 — 1 table(s)

TWN Dgbas Census - Twn Population (admin_1) — 22 rows, 6 columns

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Field details — 6 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`admin_code`	Admin code	string	SEL	0%	22	new_taipei_city, taipei_city, taoyuan_city,...
`admin_name`	Admin name	string	SEL	0%	22	New Taipei City, Taipei City, Taoyuan City, Keelung...
`population_count`	Population count	integer	SEL	0%	22	4364124, 2603150, 2440207, 367107, 499348

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

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	2020, 2020, 2020, 2020, 2020
`region_name_zh`	region_name_zh	string	0%	22	新北市, 臺北市, 桃園市, 基隆市, 新竹市

TWN Ministry of the Interior — Dept. of Household Registration TWN-MOI_TWN Census

8,162 rows · 4 table(s) Ministry of the Interior — Dept. of Household Registration 0 1 2 3 14 SEL ▶

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0 Admin 0 — 1 table(s)

TWN Moi Twn - Twn Moi Population (admin_0) — 1 rows, 5 columns

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Field details — 5 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`admin_code`	admin_code	string	SEL	0%	1	TWN
`admin_name`	admin_name	string	SEL	0%	1	Taiwan
`population_count`	population_count	integer	SEL	0%	1	23243565

Pending (2) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	admin_level	string	0%	1	admin_0
`year`	year	integer	0%	1	2026

1 Admin 1 — 1 table(s)

TWN Moi Twn - Twn Moi Population (admin_1) — 22 rows, 6 columns

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Field details — 6 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`admin_code`	admin_code	integer	SEL	0%	22	09007, 09020, 10002, 10004, 10005
`admin_name`	admin_name	string	SEL	0%	22	Lienchiang County, Kinmen County, Yilan County, Hsinchu...
`population_count`	population_count	integer	SEL	0%	22	13643, 137716, 448513, 598260, 529791

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	2026, 2026, 2026, 2026, 2026
`region_name_zh`	region_name_zh	string	0%	22	連江縣, 金門縣, 宜蘭縣, 新竹縣, 苗栗縣

2 Admin 2 — 1 table(s)

TWN Moi Twn - Twn Moi Population (admin_2) — 368 rows, 6 columns

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Field details — 6 fields (type, nulls, unique, samples)

Standards-Aligned Fields (3)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`admin_code`	admin_code	integer	SEL	0%	100	0900701, 0900702, 0900703, 0900704, 0902001
`admin_name`	admin_name	string	SEL	0%	100	南竿鄉, 北竿鄉, 莒光鄉, 東引鄉, 金城鎮
`population_count`	population_count	integer	SEL	0%	100	7635, 2878, 1583, 1547, 40419

Pending (3) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	admin_level	string	0%	1	admin_2, admin_2, admin_2, admin_2, admin_2
`year`	year	integer	0%	1	2026, 2026, 2026, 2026, 2026
`county_code`	county_code	integer	0%	8	09007, 09007, 09007, 09007, 09020

3 Admin 3 — 1 table(s)

TWN Moi Twn - Twn Moi Population (admin_3) — 7,771 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
`admin_code`	admin_code	integer	SEL	0%	100	65000010001, 65000010002, 65000010003, 65000010004, 65000010005
`admin_name`	admin_name	string	SEL	0%	100	留侯里, 流芳里, 赤松里, 黃石里, 挹秀里
`population_count`	population_count	integer	SEL	0%	100	1623, 1441, 1090, 1267, 1904
`population_male`	population_male	integer	SEL	0%	98	780, 647, 500, 612, 931
`population_female`	population_female	integer	SEL	0%	100	843, 794, 590, 655, 973

Pending (5) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`admin_level`	admin_level	string	0%	1	admin_3, admin_3, admin_3, admin_3, admin_3
`year`	year	integer	0%	1	2026, 2026, 2026, 2026, 2026
`region_name_zh`	region_name_zh	string	0%	100	新北市板橋區留侯里, 新北市板橋區流芳里, 新北市板橋區赤松里, 新北市板橋區黃石里, 新北市板橋區挹秀里
`township_code`	township_code	integer	0%	1	6500001, 6500001, 6500001, 6500001, 6500001
`county_code`	county_code	integer	0%	1	65000, 65000, 65000, 65000, 65000

TWN UNHCR Refugee Data Finder TWN-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)

TWN 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%	-	-

TWN 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%	-	-

TWN LandScan Global (ORNL) TWN-LANDSCAN Modeled Population

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

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0 Admin 0 — 1 table(s)

TWN 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	TWN
`admin_level`	Admin level	string	SEL	0%	1	admin_0
`admin_name`	Admin name	string	SEL	0%	1	Republic Of China
`admin_code`	Admin code	string	SEL	0%	1	7377636B13659935760300
`area_sqkm`	Area sqkm	float	SEL	0%	1	36955.2589
`pop_2024`	Population count	integer	SEL	0%	1	22906916
`pop_density_2024`	Population density	float	SEL	0%	1	619.86

1 Admin 1 — 1 table(s)

TWN 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	TWN, TWN, TWN, TWN, TWN
`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	New Taipei, Taichung, Kaohsiung, Taipei, Taoyuan
`admin_code`	Admin code	string	SEL	0%	22	90331920B2879670148147, 90331920B14152728161970,...
`area_sqkm`	Area sqkm	float	SEL	0%	22	2066.8826, 2225.7555, 2968.2448, 269.0186, 1205.3327
`pop_2024`	Population count	integer	SEL	0%	22	4014125, 2814810, 2741273, 2638544, 2246369
`pop_density_2024`	Population density	float	SEL	0%	22	1942.12, 1264.65, 923.53, 9808.04, 1863.69

Locality Locality — 1 table(s)

TWN LandScan - Cities (locality) — 21 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	TWN, TWN, TWN, TWN, TWN
`admin_level`	Admin level	string	SEL	0%	1	locality, locality, locality, locality, locality
`admin_name`	Admin name	string	SEL	0%	21	Taipei, Kaohsiung, Taichung, Tainan, Hsinchu
`admin_code`	Admin code	integer	SEL	0%	21	1142, 1919, 906, 1744, 501
`area_sqkm`	Area sqkm	float	SEL	0%	21	967.8031, 370.2481, 311.6063, 201.0578, 145.3627
`pop_2024`	Population count	integer	SEL	0%	21	8113516, 2099979, 1921060, 932093, 678944
`pop_density_2024`	Population density	float	SEL	0%	21	8383.44, 5671.82, 6165.02, 4635.95, 4670.69

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%	21	9686521, 2294772, 2318377, 1010792, 713497
`landscan_vs_ghs_ratio`	landscan_vs_ghs_ratio	float	0%	20	0.838, 0.915, 0.829, 0.922, 0.952

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

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

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Locality Locality — 1 table(s)

TWN GHS-UCDB - Cities (locality) — 21 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%	21	Taipei, Taichung, Kaohsiung, Tainan, Hsinchu
`country_code`	Country code	string	SEL	0%	1	TWN, TWN, TWN, TWN, TWN
`population`	Population count	integer	SEL	0%	21	9686521, 2318377, 2294772, 1010792, 713497

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

Field Name	Label	Type	Nulls	Unique	Samples
`city_id`	city_id	integer	0%	21	1142, 906, 1919, 1744, 501
`name_alternates`	name_alternates	string	100%	-	-
`country_name`	country_name	string	0%	1	Taiwan, Taiwan, Taiwan, Taiwan, Taiwan
`population_year`	population_year	integer	0%	1	2025, 2025, 2025, 2025, 2025
`latitude`	latitude	string	100%	-	-
`longitude`	longitude	string	100%	-	-
`region`	region	string	100%	-	-

TWN Glottolog Language Catalog TWN-GLOTTOLOG Language

16 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)

TWN Glottolog - Languages — 16 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%	16	chin1283, hakk1236, kana1286, kava1241, kulo1237
`name`	Name	string	CCL	0%	16	Chinese Sign Language, Hakka Chinese, Kanakanavu,...
`iso639_3`	Iso639 3	string	CCL	0%	16	csl, hak, xnb, ckv, pzh
`level`	Level	string	CCL	0%	1	language, language, language, language, language
`family_name`	Family name	string	CCL	100%	-	-
`family_glottocode`	Family glottocode	string	CCL	0%	4	sign1238, sino1245, aust1307, aust1307, aust1307
`parent_name`	Parent name	string	CCL	100%	-	-
`parent_glottocode`	Parent glottocode	string	CCL	0%	14	nucl1761, midd1354, kana1292, nort2900, nort2899
`endangerment_status`	Endangerment status	string	CCL	100%	-	-
`country_codes`	Country codes	string	SEL+	0%	3	['CN', 'MY', 'TW'], ['CN', 'TW'], ['CN', 'TW'], ['CN',...
`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%	8	2, 21, 0, 1, 2

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

Field Name	Label	Type	Nulls	Unique	Samples
`latitude`	latitude	float	0%	16	30.9063, 25.0, 23.3235, 24.6947, 23.7562
`longitude`	longitude	float	0%	16	121.569, 116.0, 120.887, 121.645, 120.976
`classification`	classification	string	0%	1	[], [], [], [], []

TWN OpenFactBook TWN-OPENFACTBOOK Country Profile

16 rows · 16 table(s) OpenFactBook 0 1 2 3 92 SEL 3 CCL 472 ext ▶

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0 Admin 0 — 16 table(s)

TWN 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	43.0
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_numeric`	Mobile subscriptions per 100	float	SEL	0%	1	128.0
`internet_country_code_text`	Internet country code text	string	SEL+	0%	1	.tw
`internet_users_percent_of_population_numeric`	Internet penetration percent	float	SEL	0%	1	90.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_numeric`	Broadband subscriptions per 100	float	SEL	0%	1	25.0
`country_code`	Country code	string	SEL	0%	1	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`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	10 million (2023 est.)
`telephones_fixed_lines_total_subscriptions_numeric`	telephones_fixed_lines_total_subscriptions_numeric	float	0%	1	10.0
`telephones_fixed_lines_subscriptions_per_100_inhabitants_text`	telephones_fixed_lines_subscriptions_per_100_inhabitants_text	string	0%	1	43 (2023 est.)
`telephones_mobile_cellular_total_subscriptions_text`	telephones_mobile_cellular_total_subscriptions_text	string	0%	1	29.8 million (2024 est.)
`telephones_mobile_cellular_total_subscriptions_numeric`	telephones_mobile_cellular_total_subscriptions_numeric	float	0%	1	29.8
`telephones_mobile_cellular_subscriptions_per_100_inhabitants_text`	telephones_mobile_cellular_subscriptions_per_100_inhabitants_text	string	0%	1	128 (2024 est.)
`broadcast_media_text`	broadcast_media_text	string	0%	1	5 national TV networks with about 22 stations; over 300...
`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	90% (2021 est.)
`broadband_fixed_subscriptions_total_text`	broadband_fixed_subscriptions_total_text	string	0%	1	5,831,470 (2019 est.)
`broadband_fixed_subscriptions_total_numeric`	broadband_fixed_subscriptions_total_numeric	float	0%	1	5831470.0
`broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text`	broadband_fixed_subscriptions_subscriptions_per_100_inhabitants_text	string	0%	1	25 (2019 est.)
`source_section`	source_section	string	0%	1	Communications
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - Economy — 1 rows, 111 columns

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Field details — 111 fields (type, nulls, unique, samples)

Standards-Aligned Fields (4)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`gdp_official_exchange_rate_numeric`	Gdp total usd	float	SEL	0%	1	611.391
`country_code`	Country code	string	SEL	0%	1	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (107) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`economic_overview_text`	economic_overview_text	string	0%	1	high-income East Asian economy; most technologically...
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_text`	Real gdp purchasing power parity 2023 (text)	string	0%	1	$1.743 trillion (2023 est.)
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2023_numeric`	Real gdp purchasing power parity 2023 (numeric)	float	0%	1	1.743
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_text`	Real gdp purchasing power parity 2022 (text)	string	0%	1	$1.664 trillion (2022 est.)
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2022_numeric`	Real gdp purchasing power parity 2022 (numeric)	float	0%	1	1.664
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2021_text`	Real gdp purchasing power parity 2021 (text)	string	0%	1	$1.512 trillion (2021 est.)
`real_gdp_purchasing_power_parity_real_gdp_purchasing_power_parity_2021_numeric`	Real gdp purchasing power parity 2021 (numeric)	float	0%	1	1.512
`real_gdp_growth_rate_real_gdp_growth_rate_2023_text`	Real gdp growth rate 2023 (text)	string	0%	1	1.28% (2023 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2023_numeric`	Real gdp growth rate 2023 (numeric)	float	0%	1	1.28
`real_gdp_growth_rate_real_gdp_growth_rate_2022_text`	Real gdp growth rate 2022 (text)	string	0%	1	2.59% (2022 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2022_numeric`	Real gdp growth rate 2022 (numeric)	float	0%	1	2.59
`real_gdp_growth_rate_real_gdp_growth_rate_2021_text`	Real gdp growth rate 2021 (text)	string	0%	1	6.62% (2021 est.)
`real_gdp_growth_rate_real_gdp_growth_rate_2021_numeric`	Real gdp growth rate 2021 (numeric)	float	0%	1	6.62
`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_2023_text`	Real gdp per capita 2023 (text)	string	0%	1	$32,300 (2023 est.)
`real_gdp_per_capita_real_gdp_per_capita_2023_numeric`	Real gdp per capita 2023 (numeric)	float	0%	1	32300.0
`real_gdp_per_capita_real_gdp_per_capita_2022_text`	Real gdp per capita 2022 (text)	string	0%	1	$32,600 (2022 est.)
`real_gdp_per_capita_real_gdp_per_capita_2022_numeric`	Real gdp per capita 2022 (numeric)	float	0%	1	32600.0
`real_gdp_per_capita_real_gdp_per_capita_2021_text`	Real gdp per capita 2021 (text)	string	0%	1	$32,900 (2021 est.)
`real_gdp_per_capita_real_gdp_per_capita_2021_numeric`	Real gdp per capita 2021 (numeric)	float	0%	1	32900.0
`real_gdp_per_capita_note`	real_gdp_per_capita_note	string	0%	1	note: data are in current dollars
`gdp_official_exchange_rate_text`	gdp_official_exchange_rate_text	string	0%	1	$611.391 billion (2023 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	2.5% (2023 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2023_numeric`	Inflation rate consumer prices 2023 (numeric)	float	0%	1	2.5
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_text`	Inflation rate consumer prices 2022 (text)	string	0%	1	2.9% (2022 est.)
`inflation_rate_consumer_prices_inflation_rate_consumer_prices_2022_numeric`	Inflation rate consumer prices 2022 (numeric)	float	0%	1	2.9
`inflation_rate_consumer_prices_note`	inflation_rate_consumer_prices_note	string	0%	1	note: annual % change based on consumer prices
`gdp_composition_by_end_use_household_consumption_text`	gdp_composition_by_end_use_household_consumption_text	string	0%	1	48.3% (2023 est.)
+77 more extension fields — download the CSV/Parquet to see them all.

TWN OpenFactBook - Energy — 1 rows, 57 columns

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Field details — 57 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	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (54) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`electricity_installed_generating_capacity_text`	electricity_installed_generating_capacity_text	string	0%	1	64.535 million kW (2023 est.)
`electricity_installed_generating_capacity_numeric`	electricity_installed_generating_capacity_numeric	float	0%	1	64.535
`electricity_consumption_text`	electricity_consumption_text	string	0%	1	270.648 billion kWh (2023 est.)
`electricity_consumption_numeric`	electricity_consumption_numeric	float	0%	1	270.648
`electricity_transmission_distribution_losses_text`	electricity_transmission_distribution_losses_text	string	0%	1	7.907 billion kWh (2023 est.)
`electricity_transmission_distribution_losses_numeric`	electricity_transmission_distribution_losses_numeric	float	0%	1	7.907
`electricity_generation_sources_fossil_fuels_text`	electricity_generation_sources_fossil_fuels_text	string	0%	1	84.2% of total installed capacity (2023 est.)
`electricity_generation_sources_fossil_fuels_numeric`	electricity_generation_sources_fossil_fuels_numeric	float	0%	1	84.2
`electricity_generation_sources_nuclear_text`	electricity_generation_sources_nuclear_text	string	0%	1	6.4% of total installed capacity (2023 est.)
`electricity_generation_sources_nuclear_numeric`	electricity_generation_sources_nuclear_numeric	float	0%	1	6.4
`electricity_generation_sources_solar_text`	electricity_generation_sources_solar_text	string	0%	1	4.6% of total installed capacity (2023 est.)
`electricity_generation_sources_solar_numeric`	electricity_generation_sources_solar_numeric	float	0%	1	4.6
`electricity_generation_sources_wind_text`	electricity_generation_sources_wind_text	string	0%	1	2.2% of total installed capacity (2023 est.)
`electricity_generation_sources_wind_numeric`	electricity_generation_sources_wind_numeric	float	0%	1	2.2
`electricity_generation_sources_hydroelectricity_text`	electricity_generation_sources_hydroelectricity_text	string	0%	1	1.2% of total installed capacity (2023 est.)
`electricity_generation_sources_hydroelectricity_numeric`	electricity_generation_sources_hydroelectricity_numeric	float	0%	1	1.2
`electricity_generation_sources_biomass_and_waste_text`	electricity_generation_sources_biomass_and_waste_text	string	0%	1	1.3% of total installed capacity (2023 est.)
`electricity_generation_sources_biomass_and_waste_numeric`	electricity_generation_sources_biomass_and_waste_numeric	float	0%	1	1.3
`nuclear_energy_number_of_operational_nuclear_reactors_text`	nuclear_energy_number_of_operational_nuclear_reactors_text	string	0%	1	1 (2025)
`nuclear_energy_number_of_operational_nuclear_reactors_numeric`	nuclear_energy_number_of_operational_nuclear_reactors_numeric	float	0%	1	1.0
`nuclear_energy_net_capacity_of_operational_nuclear_reactors_text`	nuclear_energy_net_capacity_of_operational_nuclear_reactors_text	string	0%	1	0.94GW (2025 est.)
`nuclear_energy_net_capacity_of_operational_nuclear_reactors_numeric`	nuclear_energy_net_capacity_of_operational_nuclear_reactors_numeric	float	0%	1	0.94
`nuclear_energy_percent_of_total_electricity_production_text`	nuclear_energy_percent_of_total_electricity_production_text	string	0%	1	6.9% (2023 est.)
`nuclear_energy_percent_of_total_electricity_production_numeric`	nuclear_energy_percent_of_total_electricity_production_numeric	float	0%	1	6.9
`nuclear_energy_number_of_nuclear_reactors_permanently_shut_down_text`	nuclear_energy_number_of_nuclear_reactors_permanently_shut_down_text	string	0%	1	5 (2025)
`nuclear_energy_number_of_nuclear_reactors_permanently_shut_down_numeric`	nuclear_energy_number_of_nuclear_reactors_permanently_shut_down_numeric	float	0%	1	5.0
`coal_production_text`	coal_production_text	string	0%	1	5.212 million metric tons (2023 est.)
`coal_production_numeric`	coal_production_numeric	float	0%	1	5.212
`coal_consumption_text`	coal_consumption_text	string	0%	1	64.609 million metric tons (2023 est.)
`coal_consumption_numeric`	coal_consumption_numeric	float	0%	1	64.609
+24 more extension fields — download the CSV/Parquet to see them all.

TWN OpenFactBook - Environment — 1 rows, 37 columns

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Field details — 37 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	22.0
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	0.0
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	80.1
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	0.65
`waste_and_recycling_municipal_solid_waste_generated_annually_numeric`	Municipal waste kg per capita	float	SEL	0%	1	7.336
`country_code`	Country code	string	SEL	0%	1	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (29) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`environmental_issues_text`	environmental_issues_text	string	0%	1	air pollution; water pollution from industrial...
`climate_text`	climate_text	string	0%	1	tropical; marine; rainy season during southwest monsoon...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	22% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 16.6% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	16.6
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 5.4% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	5.4
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 0% (2022 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	0.0
`land_use_forest_text`	land_use_forest_text	string	0%	1	0% (2022 est.)
`land_use_other_text`	land_use_other_text	string	0%	1	78% (2022 est.)
`land_use_other_numeric`	land_use_other_numeric	float	0%	1	78.0
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	80.1% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	0.65% annual rate of change (2020-25 est.)
`carbon_dioxide_emissions_total_emissions_text`	carbon_dioxide_emissions_total_emissions_text	string	0%	1	289.109 million metric tonnes of CO2 (2023 est.)
`carbon_dioxide_emissions_total_emissions_numeric`	carbon_dioxide_emissions_total_emissions_numeric	float	0%	1	289.109
`carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text`	carbon_dioxide_emissions_from_coal_and_metallurgical_coke_text	string	0%	1	140.734 million 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	140.734
`carbon_dioxide_emissions_from_petroleum_and_other_liquids_text`	carbon_dioxide_emissions_from_petroleum_and_other_liquids_text	string	0%	1	92.014 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	92.014
`carbon_dioxide_emissions_from_consumed_natural_gas_text`	carbon_dioxide_emissions_from_consumed_natural_gas_text	string	0%	1	56.361 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	56.361
`waste_and_recycling_municipal_solid_waste_generated_annually_text`	waste_and_recycling_municipal_solid_waste_generated_annually_text	string	0%	1	7.336 million tons (2015 est.)
`waste_and_recycling_percent_of_municipal_solid_waste_recycled_text`	waste_and_recycling_percent_of_municipal_solid_waste_recycled_text	string	0%	1	13.8% (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	13.8
`total_renewable_water_resources_text`	total_renewable_water_resources_text	string	0%	1	67 cubic meters (2011)
`total_renewable_water_resources_numeric`	total_renewable_water_resources_numeric	float	0%	1	67.0
`source_section`	source_section	string	0%	1	Environment
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - Ethnic Groups — 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
`country_code`	Country code	string	SEL	0%	1	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`nationality_noun_text`	nationality_noun_text	string	0%	1	Taiwan (singular and plural)
`nationality_adjective_text`	nationality_adjective_text	string	0%	1	Taiwan (or Taiwanese)
`nationality_note`	nationality_note	string	0%	1	note: example - he or she is from Taiwan; they are from Taiwan
`ethnic_groups_text`	ethnic_groups_text	string	0%	1	Han Chinese (including Holo, who compose approximately...
`ethnic_groups_numeric`	ethnic_groups_numeric	float	0%	1	70.0
`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/tw.json

TWN OpenFactBook - Geography — 1 rows, 52 columns

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Field details — 52 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	35980.0
`area_land_numeric`	Area land sqkm	float	SEL	0%	1	32260.0
`area_water_numeric`	Area water sqkm	float	SEL	0%	1	3720.0
`land_boundaries_total_numeric`	Land boundary km	float	SEL	0%	1	0.0
`coastline_numeric`	Coastline km	float	SEL	0%	1	1566.3
`elevation_highest_point_numeric`	Elevation max m	float	SEL	0%	1	3952.0
`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	22.0
`land_use_forest_numeric`	Forest area percent	float	SEL	0%	1	0.0
`irrigated_land_numeric`	Irrigated land sqkm	float	SEL	0%	1	3820.0
`country_code`	Country code	string	SEL	0%	1	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (39) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`location_text`	location_text	string	0%	1	Eastern Asia, islands bordering the East China Sea,...
`geographic_coordinates_text`	geographic_coordinates_text	string	0%	1	23 30 N, 121 00 E
`geographic_coordinates_numeric`	geographic_coordinates_numeric	float	0%	1	23.0
`map_references_text`	map_references_text	string	0%	1	Southeast Asia
`area_total_text`	area_total_text	string	0%	1	35,980 sq km
`area_land_text`	area_land_text	string	0%	1	32,260 sq km
`area_water_text`	area_water_text	string	0%	1	3,720 sq km
`area_note`	area_note	string	0%	1	note: includes the Pescadores, Matsu, and Kinmen islands
`area_comparative_text`	area_comparative_text	string	0%	1	slightly smaller than Maryland and Delaware combined
`land_boundaries_total_text`	land_boundaries_total_text	string	0%	1	0 km
`coastline_text`	coastline_text	string	0%	1	1,566.3 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_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; marine; rainy season during southwest monsoon...
`terrain_text`	terrain_text	string	0%	1	eastern two-thirds mostly rugged mountains; flat to...
`elevation_highest_point_text`	elevation_highest_point_text	string	0%	1	Yu Shan 3,952 m
`elevation_lowest_point_text`	elevation_lowest_point_text	string	0%	1	South China Sea 0 m
`elevation_mean_elevation_text`	elevation_mean_elevation_text	string	0%	1	1,150 m
`elevation_mean_elevation_numeric`	elevation_mean_elevation_numeric	float	0%	1	1150.0
`natural_resources_text`	natural_resources_text	string	0%	1	small deposits of coal, natural gas, limestone, marble,...
`land_use_agricultural_land_text`	land_use_agricultural_land_text	string	0%	1	22% (2023 est.)
`land_use_agricultural_land_arable_land_text`	land_use_agricultural_land_arable_land_text	string	0%	1	arable land: 16.6% (2023 est.)
`land_use_agricultural_land_arable_land_numeric`	land_use_agricultural_land_arable_land_numeric	float	0%	1	16.6
`land_use_agricultural_land_permanent_crops_text`	land_use_agricultural_land_permanent_crops_text	string	0%	1	permanent crops: 5.4% (2023 est.)
`land_use_agricultural_land_permanent_crops_numeric`	land_use_agricultural_land_permanent_crops_numeric	float	0%	1	5.4
`land_use_agricultural_land_permanent_pasture_text`	land_use_agricultural_land_permanent_pasture_text	string	0%	1	permanent pasture: 0% (2022 est.)
`land_use_agricultural_land_permanent_pasture_numeric`	land_use_agricultural_land_permanent_pasture_numeric	float	0%	1	0.0
`land_use_forest_text`	land_use_forest_text	string	0%	1	0% (2022 est.)
+9 more extension fields — download the CSV/Parquet to see them all.

TWN OpenFactBook - Government — 1 rows, 95 columns

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Field details — 95 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	TWN
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (93) — 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	none
`country_name_conventional_short_form_text`	country_name_conventional_short_form_text	string	0%	1	Taiwan
`country_name_local_long_form_text`	country_name_local_long_form_text	string	0%	1	none
`country_name_local_short_form_text`	country_name_local_short_form_text	string	0%	1	Taiwan
`country_name_former_text`	country_name_former_text	string	0%	1	Formosa
`country_name_etymology_text`	country_name_etymology_text	string	0%	1	the name may derive from the Chinese words tai (terrace)...
`country_name_etymology_numeric`	country_name_etymology_numeric	float	0%	1	1590.0
`government_type_text`	government_type_text	string	0%	1	semi-presidential republic
`capital_name_text`	capital_name_text	string	0%	1	Taipei
`capital_geographic_coordinates_text`	capital_geographic_coordinates_text	string	0%	1	25 02 N, 121 31 E
`capital_geographic_coordinates_numeric`	capital_geographic_coordinates_numeric	float	0%	1	25.0
`capital_time_difference_text`	capital_time_difference_text	string	0%	1	UTC+8 (13 hours ahead of Washington, DC, during Standard Time)
`capital_time_difference_numeric`	capital_time_difference_numeric	float	0%	1	8.0
`capital_etymology_text`	capital_etymology_text	string	0%	1	the name means "Northern Taiwan," from the Chinese words...
`administrative_divisions_text`	administrative_divisions_text	string	0%	1	includes main island of Taiwan, plus smaller islands...
`administrative_divisions_numeric`	administrative_divisions_numeric	float	0%	1	13.0
`legal_system_text`	legal_system_text	string	0%	1	civil law system
`constitution_history_text`	constitution_history_text	string	0%	1	previous 1912, 1931; latest adopted 25 December 1946,...
`constitution_history_numeric`	constitution_history_numeric	float	0%	1	1912.0
`constitution_amendment_process_text`	constitution_amendment_process_text	string	0%	1	proposed by at least one fourth of the Legislative Yuan...
`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 Taiwan
`citizenship_dual_citizenship_recognized_text`	citizenship_dual_citizenship_recognized_text	string	0%	1	yes, except that citizens of Taiwan are not recognized...
`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	20 years of age; universal
`suffrage_numeric`	suffrage_numeric	float	0%	1	20.0
`executive_branch_chief_of_state_text`	executive_branch_chief_of_state_text	string	0%	1	President LAI Ching-te (since 20 May 2024)
`executive_branch_chief_of_state_numeric`	executive_branch_chief_of_state_numeric	float	0%	1	20.0
+63 more extension fields — download the CSV/Parquet to see them all.

TWN 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	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`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	First inhabited by Austronesian people, Taiwan became...
`background_numeric`	background_numeric	float	0%	1	17.0
`source_section`	source_section	string	0%	1	Introduction
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - Languages — 1 rows, 8 columns

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

Standards-Aligned Fields (3)

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

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

Field Name	Label	Type	Nulls	Unique	Samples
`languages_languages_text`	Languages (text)	string	0%	1	Mandarin (official), Min Nan, Hakka dialects,...
`languages_languages_numeric`	Languages (numeric)	float	0%	1	16.0
`languages_major_language_sample_s_text`	languages_major_language_sample_s_text	string	0%	1	世界概況 – 不可缺少的基本消息來源 (Mandarin)The World Factbook, the...
`source_section`	source_section	string	0%	1	People and Society:languages
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - Migration — 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	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`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
`refugees_and_internally_displaced_persons_idps_text`	refugees_and_internally_displaced_persons_idps_text	string	0%	1	380 (2024 est.)
`refugees_and_internally_displaced_persons_idps_numeric`	refugees_and_internally_displaced_persons_idps_numeric	float	0%	1	380.0
`source_section`	source_section	string	0%	1	Transnational Issues:migration
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - Military And Security — 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	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`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	Taiwan Armed Forces: Army, Navy (includes Marine Corps),...
`military_and_security_forces_numeric`	military_and_security_forces_numeric	float	0%	1	2025.0
`military_expenditures_military_expenditures_2024_text`	Military expenditures 2024 (text)	string	0%	1	2.4% of GDP (2024 est.)
`military_expenditures_military_expenditures_2024_numeric`	Military expenditures 2024 (numeric)	float	0%	1	2.4
`military_expenditures_military_expenditures_2023_text`	Military expenditures 2023 (text)	string	0%	1	2.5% of GDP (2023 est.)
`military_expenditures_military_expenditures_2023_numeric`	Military expenditures 2023 (numeric)	float	0%	1	2.5
`military_expenditures_military_expenditures_2022_text`	Military expenditures 2022 (text)	string	0%	1	2.1% of GDP (2022 est.)
`military_expenditures_military_expenditures_2022_numeric`	Military expenditures 2022 (numeric)	float	0%	1	2.1
`military_expenditures_military_expenditures_2021_text`	Military expenditures 2021 (text)	string	0%	1	2.1% of GDP (2021 est.)
`military_expenditures_military_expenditures_2021_numeric`	Military expenditures 2021 (numeric)	float	0%	1	2.1
`military_expenditures_military_expenditures_2020_text`	Military expenditures 2020 (text)	string	0%	1	2.1% of GDP (2020 est.)
`military_expenditures_military_expenditures_2020_numeric`	Military expenditures 2020 (numeric)	float	0%	1	2.1
`military_and_security_service_personnel_strengths_text`	military_and_security_service_personnel_strengths_text	string	0%	1	approximately 170,000 active duty Armed Forces (2025)
`military_and_security_service_personnel_strengths_numeric`	military_and_security_service_personnel_strengths_numeric	float	0%	1	170000.0
`military_equipment_inventories_and_acquisitions_text`	military_equipment_inventories_and_acquisitions_text	string	0%	1	the military's inventory is a mix of domestically...
`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	men 18-36 years of age may volunteer or must complete 12...
`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 military’s primary responsibility is external...
`military_note_numeric`	military_note_numeric	float	0%	1	2025.0
`source_section`	source_section	string	0%	1	Military and Security
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - People And Society — 1 rows, 72 columns

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Field details — 72 fields (type, nulls, unique, samples)

Standards-Aligned Fields (25)

Field Name	Label	Type	Schema	Nulls	Unique	Samples
`population_total_numeric`	Population count	float	SEL	0%	1	23600776.0
`population_male_numeric`	Population male	float	SEL	0%	1	11596835.0
`population_female_numeric`	Population female	float	SEL	0%	1	12003941.0
`age_structure_0_14_years_numeric`	Population 0 14 percent	float	SEL	0%	1	12.1
`age_structure_15_64_years_numeric`	Population 15 64 percent	float	SEL	0%	1	69.0
`age_structure_65_years_and_over_numeric`	Population 65 plus percent	float	SEL	0%	1	18.8
`dependency_ratios_total_dependency_ratio_numeric`	Total dependency ratio	float	SEL	0%	1	46.5
`dependency_ratios_youth_dependency_ratio_numeric`	Youth dependency ratio	float	SEL	0%	1	17.7
`dependency_ratios_elderly_dependency_ratio_numeric`	Elderly dependency ratio	float	SEL	0%	1	28.7
`median_age_total_numeric`	Median age	float	SEL	0%	1	45.1
`population_growth_rate_numeric`	Population growth rate percent	float	SEL	0%	1	0.02
`birth_rate_numeric`	Birth rate per 1000	float	SEL	0%	1	7.22
`death_rate_numeric`	Death rate per 1000	float	SEL	0%	1	8.18
`net_migration_rate_numeric`	Net migration per 1000	float	SEL	0%	1	1.17
`urbanization_urban_population_numeric`	Urban population percent	float	SEL	0%	1	80.1
`urbanization_rate_of_urbanization_numeric`	Urban growth rate percent	float	SEL	0%	1	0.65
`sex_ratio_at_birth_numeric`	Sex ratio at birth	float	SEL	0%	1	1.06
`sex_ratio_total_population_numeric`	Sex ratio overall	float	SEL	0%	1	0.97
`infant_mortality_rate_total_numeric`	Infant mortality per 1000	float	SEL	0%	1	3.8
`life_expectancy_at_birth_total_population_numeric`	Life expectancy	float	SEL	0%	1	81.6
`total_fertility_rate_numeric`	Fertility rate	float	SEL	0%	1	1.12
`gross_reproduction_rate_numeric`	Gross reproduction rate	float	SEL	0%	1	0.54
`country_code`	Country code	string	SEL	0%	1	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national

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

Field Name	Label	Type	Nulls	Unique	Samples
`population_total_text`	population_total_text	string	0%	1	23,600,776 (2025 est.)
`population_male_text`	population_male_text	string	0%	1	11,596,835
`population_female_text`	population_female_text	string	0%	1	12,003,941
`age_structure_0_14_years_text`	age_structure_0_14_years_text	string	0%	1	12.1% (male 1,472,059/female 1,391,031)
`age_structure_15_64_years_text`	age_structure_15_64_years_text	string	0%	1	69% (male 8,132,356/female 8,155,582)
`age_structure_65_years_and_over_text`	age_structure_65_years_and_over_text	string	0%	1	18.8% (2024 est.) (male 2,002,076/female 2,442,170)
`dependency_ratios_total_dependency_ratio_text`	dependency_ratios_total_dependency_ratio_text	string	0%	1	46.5 (2025 est.)
`dependency_ratios_youth_dependency_ratio_text`	dependency_ratios_youth_dependency_ratio_text	string	0%	1	17.7 (2025 est.)
`dependency_ratios_elderly_dependency_ratio_text`	dependency_ratios_elderly_dependency_ratio_text	string	0%	1	28.7 (2025 est.)
`dependency_ratios_potential_support_ratio_text`	dependency_ratios_potential_support_ratio_text	string	0%	1	3.5 (2025 est.)
`dependency_ratios_potential_support_ratio_numeric`	dependency_ratios_potential_support_ratio_numeric	float	0%	1	3.5
`median_age_total_text`	median_age_total_text	string	0%	1	45.1 years (2025 est.)
`median_age_male_text`	median_age_male_text	string	0%	1	43.6 years
`median_age_male_numeric`	median_age_male_numeric	float	0%	1	43.6
`median_age_female_text`	median_age_female_text	string	0%	1	45.5 years
`median_age_female_numeric`	median_age_female_numeric	float	0%	1	45.5
`population_growth_rate_text`	population_growth_rate_text	string	0%	1	0.02% (2025 est.)
`birth_rate_text`	birth_rate_text	string	0%	1	7.22 births/1,000 population (2025 est.)
`death_rate_text`	death_rate_text	string	0%	1	8.18 deaths/1,000 population (2025 est.)
`net_migration_rate_text`	net_migration_rate_text	string	0%	1	1.17 migrant(s)/1,000 population (2025 est.)
`population_distribution_text`	population_distribution_text	string	0%	1	distribution exhibits a peripheral coastal settlement...
`urbanization_urban_population_text`	urbanization_urban_population_text	string	0%	1	80.1% of total population (2023)
`urbanization_rate_of_urbanization_text`	urbanization_rate_of_urbanization_text	string	0%	1	0.65% annual rate of change (2020-25 est.)
`major_urban_areas_population_text`	major_urban_areas_population_text	string	0%	1	4.504 million New Taipei City, 2.754 million TAIPEI...
`major_urban_areas_population_numeric`	major_urban_areas_population_numeric	float	0%	1	4.504
`sex_ratio_at_birth_text`	sex_ratio_at_birth_text	string	0%	1	1.06 male(s)/female
`sex_ratio_0_14_years_text`	sex_ratio_0_14_years_text	string	0%	1	1.06 male(s)/female
`sex_ratio_0_14_years_numeric`	sex_ratio_0_14_years_numeric	float	0%	1	1.06
`sex_ratio_15_64_years_text`	sex_ratio_15_64_years_text	string	0%	1	1 male(s)/female
`sex_ratio_15_64_years_numeric`	sex_ratio_15_64_years_numeric	float	0%	1	1.0
+17 more extension fields — download the CSV/Parquet to see them all.

TWN OpenFactBook - Religions — 1 rows, 16 columns

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Field details — 16 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	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national
`composition_religion_buddhist_pct_synth`	Buddhist	numeric	CCL	0%	-	35.3
`composition_religion_christian_pct_synth`	Christian	numeric	CCL	0%	-	3.9
`composition_ethnicity_primary_label_synth`	Han Chinese (including Holo, who compose approximately of Taiwan's population, Hakka, and other groups originating in mainland China) more than 95%	string	CCL	0%	-	Han Chinese (including Holo, who compose approximately...

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	Buddhist 35.3%, Taoist 33.2%, Christian 3.9%, folk...
`religions_numeric`	religions_numeric	float	0%	1	35.3
`source_section`	source_section	string	0%	1	People and Society:religions
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

Pending (6) — awaiting mapping

Field Name	Label	Type	Nulls	Unique	Samples
`composition_religion_taoist_pct_synth`	Taoist	numeric	0%	-	33.2
`composition_religion_folk_religion_includes_confucian_approximately_pct_synth`	folk religion (includes Confucian) approximately	numeric	0%	-	10.0
`composition_religion_none_or_unspecified_pct_synth`	none or unspecified	numeric	0%	-	18.2
`composition_ethnicity_han_chinese_including_holo_who_compose_approximately_of_taiwan_s_population_hakka_and_other_groups_originating_in_mainland_china_more_than_95_pct_synth`	Han Chinese (including Holo, who compose approximately of Taiwan's population, Hakka, and other groups originating in mainland China) more than 95%	numeric	0%	-	70.0
`composition_ethnicity_indigenous_malayo_polynesian_peoples_pct_synth`	indigenous Malayo-Polynesian peoples	numeric	0%	-	2.3
`composition_ethnicity_primary_share_pct_synth`	Han Chinese (including Holo, who compose approximately of Taiwan's population, Hakka, and other groups originating in mainland China) more than 95%	numeric	0%	-	70.0

TWN OpenFactBook - Space — 1 rows, 13 columns

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

Standards-Aligned Fields (3)

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

Extension Fields (10) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`space_agency_agencies_text`	space_agency_agencies_text	string	0%	1	Taiwan Space Agency (TASA; renamed and reorganized in...
`space_agency_agencies_numeric`	space_agency_agencies_numeric	float	0%	1	2023.0
`space_launch_site_s_text`	space_launch_site_s_text	string	0%	1	sounding rockets launched from Jui Peng Air Base...
`space_launch_site_s_numeric`	space_launch_site_s_numeric	float	0%	1	2025.0
`space_program_overview_text`	space_program_overview_text	string	0%	1	has had a national space program since the early 1990s,...
`space_program_overview_numeric`	space_program_overview_numeric	float	0%	1	1990.0
`key_space_program_milestones_text`	key_space_program_milestones_text	string	0%	1	1997 - launched first sounding rocket1999 - first...
`key_space_program_milestones_numeric`	key_space_program_milestones_numeric	float	0%	1	1997.0
`source_section`	source_section	string	0%	1	Space
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - Transnational Issues — 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	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`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
`illicit_drugs_usg_identification_text`	illicit_drugs_usg_identification_text	string	0%	1	major precursor-chemical producer (2025)
`illicit_drugs_usg_identification_numeric`	illicit_drugs_usg_identification_numeric	float	0%	1	2025.0
`source_section`	source_section	string	0%	1	Transnational Issues
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN OpenFactBook - Transportation — 1 rows, 34 columns

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Field details — 34 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	B
`airports_numeric`	Airports count	float	SEL	0%	1	57.0
`country_code`	Country code	string	SEL	0%	1	TWN
`country_name`	Country name	string	SEL	0%	1	Taiwan
`admin_level`	Admin level	string	SEL	0%	1	national

Extension Fields (29) — supplemental data preserved outside core SEL/CCL schema

Field Name	Label	Type	Nulls	Unique	Samples
`airports_text`	airports_text	string	0%	1	57 (2025)
`heliports_text`	heliports_text	string	0%	1	56 (2025)
`heliports_numeric`	heliports_numeric	float	0%	1	56.0
`railways_total_text`	railways_total_text	string	0%	1	1,613.1 km (2018)
`railways_total_numeric`	railways_total_numeric	float	0%	1	1613.1
`railways_standard_gauge_text`	railways_standard_gauge_text	string	0%	1	345 km (2018) 1.435-m gauge (345 km electrified)
`railways_standard_gauge_numeric`	railways_standard_gauge_numeric	float	0%	1	345.0
`railways_narrow_gauge_text`	railways_narrow_gauge_text	string	0%	1	1,118.1 km (2018) 1.067-m gauge (793.9 km electrified)
`railways_narrow_gauge_numeric`	railways_narrow_gauge_numeric	float	0%	1	1118.1
`railways_note`	railways_note	string	0%	1	150 0.762-m gauge note: the 0.762-gauge track belongs to...
`merchant_marine_total_text`	merchant_marine_total_text	string	0%	1	465 (2023)
`merchant_marine_total_numeric`	merchant_marine_total_numeric	float	0%	1	465.0
`merchant_marine_by_type_text`	merchant_marine_by_type_text	string	0%	1	bulk carrier 29, container ship 53, general cargo 58,...
`merchant_marine_by_type_numeric`	merchant_marine_by_type_numeric	float	0%	1	29.0
`ports_total_ports_text`	ports_total_ports_text	string	0%	1	8 (2024)
`ports_total_ports_numeric`	ports_total_ports_numeric	float	0%	1	8.0
`ports_large_text`	ports_large_text	float	0%	1	1
`ports_large_numeric`	ports_large_numeric	float	0%	1	1.0
`ports_medium_text`	ports_medium_text	float	0%	1	3
`ports_medium_numeric`	ports_medium_numeric	float	0%	1	3.0
`ports_small_text`	ports_small_text	float	0%	1	2
`ports_small_numeric`	ports_small_numeric	float	0%	1	2.0
`ports_very_small_text`	ports_very_small_text	float	0%	1	2
`ports_very_small_numeric`	ports_very_small_numeric	float	0%	1	2.0
`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	Chi-Lung, Hua-Lien Kang, Kao-Hsiung, Su-Ao
`source_section`	source_section	string	0%	1	Transportation
`source_profile_path`	source_profile_path	string	0%	1	east-n-southeast-asia/tw.json

TWN D-PLACE TWN-DPLACE Ethnographic Societies

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

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0 Admin 0 — 1 table(s)

TWN D-PLACE - Dplace Ea Societies — 6 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	TWN, TWN, TWN, TWN, TWN
`society_id`	Society id	string	CCL	0%	6	Ia1, Ia10, Ia11, Ia14, Ia6
`society_name`	Society name	string	CCL	0%	6	Atayal, Bunun, Puyuma, Tao, Paiwan
`language_glottocode`	Language glottocode	string	CCL	0%	6	atay1247, bunu1267, puyu1239, yami1254, paiw1248
`language_name`	Language name	string	CCL	0%	1	, , , ,
`kinship_system`	Kinship system	string	CCL	0%	4	EA001:0; EA002:2; EA003:1; EA004:1; EA005:6, EA001:0;...
`marriage_pattern`	Marriage pattern	string	CCL	0%	6	EA006:1; EA007:8; EA008:6; EA009:1; EA010:12, EA006:1;...
`subsistence_pattern`	Subsistence pattern	string	CCL	0%	6	EA028:3; EA029:6; EA030:7; EA031:3; EA032:3, EA028:3;...
`political_complexity`	Political complexity	string	CCL	0%	4	EA033:2; EA034:1; EA035:2, EA033:1; EA034:2; EA035:NA,...
`religion_importance`	Religion importance	string	CCL	0%	5	EA034:1; EA112:1, EA034:2; EA112:NA, EA034:NA; EA112:3,...
`residence_pattern`	Residence pattern	string	CCL	0%	5	EA011:2; EA012:12; 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	Taiwan, Taiwan, Taiwan, Taiwan, Taiwan
`dataset`	dataset	string	0%	1	EA, EA, EA, EA, EA
`region`	region	string	0%	1	, , , ,
`latitude`	latitude	float	0%	5	24.0, 24.0, 23.0, 22.05, 22.44
`longitude`	longitude	float	0%	4	121.0, 121.0, 121.0, 121.55, 120.77
`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

TWN Ethnic Power Relations Dataset TWN-EPR Political Ethnicity

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

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0 Admin 0 — 1 table(s)

TWN EPR - Groups — 3 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	TWN, TWN, TWN
`ethnic_group_name`	Ethnic group name	string	CCL	0%	3	Taiwanese, Mainland Chinese, Indigenous/Aboriginal Taiwanese
`ethnic_power_status`	Ethnic power status	string	CCL	0%	3	SENIOR PARTNER, JUNIOR PARTNER, POWERLESS
`ethnic_population_share`	Ethnic population share	float	CCL	0%	3	0.84, 0.14, 0.02
`ethnic_group_id`	Ethnic group id	float	CCL	0%	3	71303000, 71302000, 71301000
`regional_autonomy`	Regional autonomy	string	CCL	0%	1	false, false, false

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

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

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

3 rows · 2 table(s) NGA GEOnet Names Server (GNS) 0 1 2 3 4 SEL 12 CCL 24 ext ▶

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0 Admin 0 — 2 table(s)

TWN 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	TWN, TWN
`gns_language_code`	gns_language_code	string	CCL	0%	2	zho, eng
`gns_language_name`	gns_language_name	string	CCL	0%	2	Chinese, English
`gns_toponym_count`	gns_toponym_count	integer	CCL	0%	2	173359, 2565
`gns_toponym_share_pct`	gns_toponym_share_pct	float	CCL	0%	2	98.542, 1.458
`gns_non_roman_toponym_count`	gns_non_roman_toponym_count	integer	CCL	0%	2	44249, 1
`gns_dominant_script_code`	gns_dominant_script_code	string	CCL	0%	2	Hant,
`gns_dominant_script_name`	gns_dominant_script_name	string	CCL	0%	2	Han (Traditional variant),
`gns_script_count`	gns_script_count	integer	CCL	0%	2	2, 0

TWN 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	TWN
`admin_level`	admin_level	integer	SEL	0%	1	0
`gns_country_name`	gns_country_name	string	SEL	0%	1	Taiwan
`gns_language_count`	gns_language_count	integer	CCL	0%	1	2
`gns_script_count`	gns_script_count	integer	CCL	0%	1	2
`gns_endonym_share_pct`	gns_endonym_share_pct	float	CCL	0%	1	99.9658
`gns_non_roman_name_count`	gns_non_roman_name_count	integer	CCL	0%	1	44920

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	181449
`gns_feature_count`	gns_feature_count	integer	0%	1	44482
`gns_endonym_count`	gns_endonym_count	integer	0%	1	181387
`gns_exonym_count`	gns_exonym_count	integer	0%	1	62
`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	65993
`gns_feature_count_populated_places`	gns_feature_count_populated_places	integer	0%	1	16135
`gns_name_count_administrative_regions`	gns_name_count_administrative_regions	integer	0%	1	32663
`gns_feature_count_administrative_regions`	gns_feature_count_administrative_regions	integer	0%	1	8174
`gns_name_count_spot_features`	gns_name_count_spot_features	integer	0%	1	52542
`gns_feature_count_spot_features`	gns_feature_count_spot_features	integer	0%	1	12780
`gns_name_count_hydrographic`	gns_name_count_hydrographic	integer	0%	1	10976
`gns_feature_count_hydrographic`	gns_feature_count_hydrographic	integer	0%	1	2495
`gns_name_count_hypsographic`	gns_name_count_hypsographic	integer	0%	1	15356
`gns_feature_count_hypsographic`	gns_feature_count_hypsographic	integer	0%	1	4027
`gns_name_count_areas_localities`	gns_name_count_areas_localities	integer	0%	1	1970
`gns_feature_count_areas_localities`	gns_feature_count_areas_localities	integer	0%	1	444
`gns_name_count_transportation_networks`	gns_name_count_transportation_networks	integer	0%	1	1919
`gns_feature_count_transportation_networks`	gns_feature_count_transportation_networks	integer	0%	1	420
`gns_name_count_undersea`	gns_name_count_undersea	integer	0%	1	2
`gns_feature_count_undersea`	gns_feature_count_undersea	integer	0%	1	1
`gns_name_count_vegetation`	gns_name_count_vegetation	integer	0%	1	28
`gns_feature_count_vegetation`	gns_feature_count_vegetation	integer	0%	1	6

TWN World Values Survey TWN-WVS Attitudes Values

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

TWN WVS - Country Aggregates — 1 rows, 26 columns

Loading data…

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

Standards-Aligned Fields (1)

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

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

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

HERA · Human Entity Reference Atlas by Masego Inc

Build a download

Language	Place names	Share	Script
Chinese (zho)	173,359	98.5%	Han (Traditional variant)
English (eng)	2,565	1.5%	—

Source	Type	Access
Directorate-General of Budget, Accounting and Statistics (DGBAS)	official_nso	pdf_only
Ministry of the Interior — Dept. of Household Registration	official_government	api
Ethnic Power Relations Dataset	academic	bulk_download
D-PLACE (Database of Places, Language, Culture & Environment)	academic	bulk_download
UNHCR Refugee Data Finder (UN High Commissioner for Refugees)	international_organization	api
Glottolog Language Catalog	academic	bulk_download
World Values Survey	academic	metadata_catalog
NGA GEOnet Names Server (GNS)	official_government	bulk_download
LandScan Global (ORNL — Oak Ridge National Laboratory)	research_institution	earth_engine
GHS Urban Centre Database (Global Human Settlement · EU Joint Research Centre)	international_organization	bulk_download
OpenFactBook	community_compilation	bulk_download