Development Indicators
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VariableDescription
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ISOAlpha-3 country code
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country_engCountry names in English
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region_engRegion names in English
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sub_regionSub-region
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yearYear of data score
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world_bank_classificationWorld Bank's country classifications by income level
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gdp_ppp
PPP GDP is gross domestic product converted to international dollars using purchasing power parity rates
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life_expectancy
Life expectancy at birth indicates the number of years a newborn infant would live
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gni_per_capita
GNI per capita is the gross national income, converted to U.S. dollars using the World Bank Atlas method, divided by the midyear population.
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population
All residents regardless of legal status or citizenship. The values shown are midyear estimates
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gdp_per_capita_ppp
GDP per capita based on purchasing power parity (PPP) is gross domestic product converted to international dollars using purchasing power parity rates
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mortality rate_under_5
Under-five mortality rate is the probability per 1,000 that a newborn baby will die before reaching age five
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urban_pop_percentage of total
Urban population refers to people living in urban areas as defined by national statistical offices
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literacy rate_adult
Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life
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labor force participation rate_adult
The proportion of the population ages 15 and older that is economically active
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individuals using the internet_rate
Internet users are individuals who have used the Internet (from any location) in the last 3 months
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population growth_annual rate
Annual population growth rate for year t is the exponential rate of growth of midyear population from year t-1 to t, expressed as a percentage
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energy use_kg of oil equivalent per capita
Energy use refers to use of primary energy before transformation to other end-use fuels
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CO2 emissions_metric tons per capita
Carbon dioxide emissions are those stemming from the burning of fossil fuels and the manufacture of cement. They include carbon dioxide produced during consumption of solid, liquid, and gas fuels and gas flaring.
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expected_years_of_schooling
Number of years of schooling that a child of school entrance age can expect to receive
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human_development_index
A composite statistic of life expectancy, education, and per capita income indicators
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gender_inequality_index
An index for measurement of gender disparities in reproductive health, empowerment and economic status
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gender_development_indexAn index designed to measure of gender equality
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Source
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1 (World Bank Classification)World Bank
https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and-lending-groups
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2 (GDP, PPP (current international $))The World Bank Data
https://data.worldbank.org/indicator/NY.GDP.MKTP.PP.CD
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3 (Life Expectancy at Birth)The World Bank Data
https://data.worldbank.org/indicator/SP.DYN.LE00.IN
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4 (GNI per capita, Atlas method (current US$))The World Bank Data
https://data.worldbank.org/indicator/NY.GNP.PCAP.CD
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5 (Total Population)The World Bank Data
https://data.worldbank.org/indicator/SP.POP.TOTL
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6 (GDP per capita, PPP (current international $))The World Bank Data
https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.CD
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7 (Mortality rate, under-5 (per 1,000 live births))The World Bank Data
https://data.worldbank.org/indicator/SH.DYN.MORT
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8 (Urban population (% of total))The World Bank Data
https://data.worldbank.org/indicator/SP.URB.TOTL.IN.ZS
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9 (Literacy rate, adult total (% of people ages 15 and above))The World Bank Data
https://data.worldbank.org/indicator/SE.ADT.LITR.ZS
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10 (Labor force participation rate, total (% of total population ages 15+) )The World Bank Data
https://data.worldbank.org/indicator/SL.TLF.CACT.ZS
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11 (Individuals using the Internet (% of population))The World Bank Data
https://data.worldbank.org/indicator/IT.NET.USER.ZS
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12 (Population growth (annual %))The World Bank Data
https://data.worldbank.org/indicator/SP.POP.GROW
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13 (Energy use (kg of oil equivalent per capita))The World Bank Data
https://data.worldbank.org/indicator/EG.USE.PCAP.KG.OE
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14 (CO2 emissions (metric tons per capita))The World Bank Data
https://data.worldbank.org/indicator/EN.ATM.CO2E.PC
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15 (Expected years of Schooling)UNDP Human Development Data
http://hdr.undp.org/en/data#
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16 (human development index)UNDP Human Development Data
http://hdr.undp.org/en/data#
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17 (gender inequality index)UNDP Human Development Data
http://hdr.undp.org/en/data#
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18 (gender development index)UNDP Human Development Data
http://hdr.undp.org/en/data#
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19 (population of Taiwan)National Statistics, ROC (Taiwan)
https://www.stat.gov.tw/ct.asp?xItem=15408&CtNode=3623&mp=4
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20 (life expectancy of Taiwan)Department of Statistics, Ministry of Interior, ROC (Taiwan)
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21 (GNI per capita PPP of Taiwan)Fred Economic Data
https://fred.stlouisfed.org/series/RGDPCHTWA625NUPN
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22 (population growth of Taiwan)National Statistics, ROC (Taiwan)
https://www.stat.gov.tw/ct.asp?xItem=15408&CtNode=3623&mp=4
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23 (labor participation rate of Taiwan)National Statistics, ROC (Taiwan)
http://win.dgbas.gov.tw/dgbas04/bc4/manpower/year/year_t1-t23.asp?table=8&ym=1&yearb=82&yeare=105&out=1
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24 (Energy use (kg of oil equivalent per capital) of Taiwan)Bureau of Energy, Ministry of Ecnomic Affairs, ROC (Taiwan)
https://www.moeaboe.gov.tw/wesnq/Views/D01/wFrmD0101.aspx
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25 (Individuals using the Internet (% of population) of Taiwan)National Development Council
https://www.ndc.gov.tw/cp.aspx?n=55C8164714DFD9E9&s=C57A53FF739B6D3D
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Data Notes
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