[R-br] Criando variáveis
Felipe
felipe.e.barletta em gmail.com
Sexta Agosto 17 01:20:31 -03 2018
Consegui da seguinte forma:
library(tidyverse)
new<-dados %>%spread(key=IndicatorName,value=Value)
Em 16/08/2018 21:13, Felipe escreveu:
> Prezados, tenho um conjunto de dados como segue abaixo:
>
> dados<-structure(list(IndicatorName = structure(c(323L, 713L, 713L,
> 55L, 185L, 293L, 291L, 832L, 834L, 720L, 715L, 186L, 710L, 294L,
> 735L, 323L, 187L, 55L, 49L, 1112L, 414L, 944L, 709L, 715L, 723L
> ), .Label = c("2005 PPP conversion factor, GDP (LCU per international
> $)",
> "2005 PPP conversion factor, private consumption (LCU per
> international $)",
> "Access to electricity (% of population)", "Access to electricity,
> rural (% of rural population)",
> "Access to electricity, urban (% of urban population)", "Access to
> non-solid fuel (% of population)",
> "Access to non-solid fuel, rural (% of rural population)", "Access to
> non-solid fuel, urban (% of urban population)",
> "Adequacy of social insurance programs (% of total welfare of
> beneficiary households)",
> "Adequacy of social protection and labor programs (% of total welfare
> of beneficiary households)",
> "Adequacy of social safety net programs (% of total welfare of
> beneficiary households)",
> "Adequacy of unemployment benefits and ALMP (% of total welfare of
> beneficiary households)",
> "Adjusted net enrolment rate, primary, both sexes (%)", "Adjusted net
> enrolment rate, primary, female (%)",
> "Adjusted net enrolment rate, primary, male (%)", "Adjusted net
> national income (annual % growth)",
> "Adjusted net national income (constant 2005 US$)", "Adjusted net
> national income (current US$)",
> "Adjusted net national income per capita (annual % growth)",
> "Adjusted net national income per capita (constant 2005 US$)",
> "Adjusted net national income per capita (current US$)", "Adjusted net
> savings, excluding particulate emission damage (% of GNI)",
> "Adjusted net savings, excluding particulate emission damage (current
> US$)",
> "Adjusted net savings, including particulate emission damage (% of GNI)",
> "Adjusted net savings, including particulate emission damage (current
> US$)",
> "Adjusted savings: carbon dioxide damage (% of GNI)", "Adjusted
> savings: carbon dioxide damage (current US$)",
> "Adjusted savings: consumption of fixed capital (% of GNI)",
> "Adjusted savings: consumption of fixed capital (current US$)",
> "Adjusted savings: education expenditure (% of GNI)", "Adjusted
> savings: education expenditure (current US$)",
> "Adjusted savings: energy depletion (% of GNI)", "Adjusted savings:
> energy depletion (current US$)",
> "Adjusted savings: gross savings (% of GNI)", "Adjusted savings:
> mineral depletion (% of GNI)",
> "Adjusted savings: mineral depletion (current US$)", "Adjusted
> savings: natural resources depletion (% of GNI)",
> "Adjusted savings: net forest depletion (% of GNI)", "Adjusted
> savings: net forest depletion (current US$)",
> "Adjusted savings: net national savings (% of GNI)", "Adjusted
> savings: net national savings (current US$)",
> "Adjusted savings: particulate emission damage (% of GNI)", "Adjusted
> savings: particulate emission damage (current US$)",
> "Adolescent fertility rate (births per 1,000 women ages 15-19)",
> "Adult literacy rate, population 15+ years, both sexes (%)",
> "Adult literacy rate, population 15+ years, female (%)", "Adult
> literacy rate, population 15+ years, male (%)",
> "Age dependency ratio (% of working-age population)", "Age dependency
> ratio, old (% of working-age population)",
> "Age dependency ratio, young (% of working-age population)",
> "Agricultural irrigated land (% of total agricultural land)",
> "Agricultural land (% of land area)", "Agricultural land (sq. km)",
> "Agricultural machinery, tractors", "Agricultural machinery, tractors
> per 100 sq. km of arable land",
> "Agricultural methane emissions (% of total)", "Agricultural methane
> emissions (thousand metric tons of CO2 equivalent)",
> "Agricultural nitrous oxide emissions (% of total)", "Agricultural
> nitrous oxide emissions (thousand metric tons of CO2 equivalent)",
> "Agricultural raw materials exports (% of merchandise exports)",
> "Agricultural raw materials imports (% of merchandise imports)",
> "Agriculture value added per worker (constant 2005 US$)",
> "Agriculture, value added (% of GDP)",
> "Agriculture, value added (annual % growth)", "Agriculture, value
> added (constant 2005 US$)",
> "Agriculture, value added (constant LCU)", "Agriculture, value added
> (current LCU)",
> "Agriculture, value added (current US$)", "Air transport, freight
> (million ton-km)",
> "Air transport, passengers carried", "Air transport, registered
> carrier departures worldwide",
> "All education staff compensation, primary (% of total expenditure in
> primary public institutions)",
> "All education staff compensation, secondary (% of total expenditure
> in secondary public institutions)",
> "All education staff compensation, tertiary (% of total expenditure in
> tertiary public institutions)",
> "All education staff compensation, total (% of total expenditure in
> public institutions)",
> "Alternative and nuclear energy (% of total energy use)", "Annual
> freshwater withdrawals, agriculture (% of total freshwater withdrawal)",
> "Annual freshwater withdrawals, domestic (% of total freshwater
> withdrawal)",
> "Annual freshwater withdrawals, industry (% of total freshwater
> withdrawal)",
> "Annual freshwater withdrawals, total (% of internal resources)",
> "Annual freshwater withdrawals, total (billion cubic meters)",
> "Annualized average growth rate in per capita real survey mean
> consumption or income, bottom 40% of population (%)",
> "Annualized average growth rate in per capita real survey mean
> consumption or income, total population (%)",
> "Arable land (% of land area)", "Arable land (hectares per person)",
> "Arable land (hectares)", "Armed forces personnel (% of total labor
> force)",
> "Armed forces personnel, total", "Arms exports (SIPRI trend indicator
> values)",
> "Arms imports (SIPRI trend indicator values)", "Automated teller
> machines (ATMs) (per 100,000 adults)",
> "Average grace period on new external debt commitments (years)",
> "Average grace period on new external debt commitments, official
> (years)",
> "Average grace period on new external debt commitments, private (years)",
> "Average grant element on new external debt commitments (%)",
> "Average grant element on new external debt commitments, official (%)",
> "Average grant element on new external debt commitments, private (%)",
> "Average interest on new external debt commitments (%)", "Average
> interest on new external debt commitments, official (%)",
> "Average interest on new external debt commitments, private (%)",
> "Average maturity on new external debt commitments (years)",
> "Average maturity on new external debt commitments, official (years)",
> "Average maturity on new external debt commitments, private (years)",
> "Average precipitation in depth (mm per year)", "Average time to clear
> exports through customs (days)",
> "Average working hours of children, study and work, ages 7-14 (hours
> per week)",
> "Average working hours of children, study and work, female, ages 7-14
> (hours per week)",
> "Average working hours of children, study and work, male, ages 7-14
> (hours per week)",
> "Average working hours of children, working only, ages 7-14 (hours per
> week)",
> "Average working hours of children, working only, female, ages 7-14
> (hours per week)",
> "Average working hours of children, working only, male, ages 7-14
> (hours per week)",
> "Bank capital to assets ratio (%)", "Bank liquid reserves to bank
> assets ratio (%)",
> "Bank nonperforming loans to total gross loans (%)", "Battle-related
> deaths (number of people)",
> "Benefits incidence in poorest quintile (%) - All Labor Market",
> "Benefits incidence in poorest quintile (%) - All Social Assistance",
> "Benefits incidence in poorest quintile (%) - All Social Insurance",
> "Benefits incidence in poorest quintile (%) -All Social Protection and
> Labor",
> "Binding coverage, all products (%)", "Binding coverage, manufactured
> products (%)",
> "Binding coverage, primary products (%)", "Bird species, threatened",
> "Birth rate, crude (per 1,000 people)", "Births attended by skilled
> health staff (% of total)",
> "Borrowers from commercial banks (per 1,000 adults)", "Bound rate,
> simple mean, all products (%)",
> "Bound rate, simple mean, manufactured products (%)", "Bound rate,
> simple mean, primary products (%)",
> "Bribery incidence (% of firms experiencing at least one bribe payment
> request)",
> "Broad money (% of GDP)", "Broad money (current LCU)", "Broad money
> growth (annual %)",
> "Broad money to total reserves ratio", "Burden of customs procedure,
> WEF (1=extremely inefficient to 7=extremely efficient)",
> "Business extent of disclosure index (0=less disclosure to 10=more
> disclosure)",
> "Cash surplus/deficit (% of GDP)", "Cash surplus/deficit (current LCU)",
> "Cause of death, by communicable diseases and maternal, prenatal and
> nutrition conditions (% of total)",
> "Cause of death, by injury (% of total)", "Cause of death, by
> non-communicable diseases (% of total)",
> "Central government debt, total (% of GDP)", "Central government debt,
> total (current LCU)",
> "Cereal production (metric tons)", "Cereal yield (kg per hectare)",
> "Changes in inventories (constant LCU)", "Changes in inventories
> (current LCU)",
> "Changes in inventories (current US$)", "Charges for the use of
> intellectual property, payments (BoP, current US$)",
> "Charges for the use of intellectual property, receipts (BoP, current
> US$)",
> "Chemicals (% of value added in manufacturing)", "Child employment in
> agriculture (% of economically active children ages 7-14)",
> "Child employment in agriculture, female (% of female economically
> active children ages 7-14)",
> "Child employment in agriculture, male (% of male economically active
> children ages 7-14)",
> "Child employment in manufacturing (% of economically active children
> ages 7-14)",
> "Child employment in manufacturing, female (% of female economically
> active children ages 7-14)",
> "Child employment in manufacturing, male (% of male economically
> active children ages 7-14)",
> "Child employment in services (% of economically active children ages
> 7-14)",
> "Child employment in services, female (% of female economically active
> children ages 7-14)",
> "Child employment in services, male (% of male economically active
> children ages 7-14)",
> "Children in employment, female (% of female children ages 7-14)",
> "Children in employment, male (% of male children ages 7-14)",
> "Children in employment, self-employed (% of children in employment,
> ages 7-14)",
> "Children in employment, self-employed, female (% of female children
> in employment, ages 7-14)",
> "Children in employment, self-employed, male (% of male children in
> employment, ages 7-14)",
> "Children in employment, study and work (% of children in employment,
> ages 7-14)",
> "Children in employment, study and work, female (% of female children
> in employment, ages 7-14)",
> "Children in employment, study and work, male (% of male children in
> employment, ages 7-14)",
> "Children in employment, total (% of children ages 7-14)", "Children
> in employment, unpaid family workers (% of children in employment,
> ages 7-14)",
> "Children in employment, unpaid family workers, female (% of female
> children in employment, ages 7-14)",
> "Children in employment, unpaid family workers, male (% of male
> children in employment, ages 7-14)",
> "Children in employment, work only (% of children in employment, ages
> 7-14)",
> "Children in employment, work only, female (% of female children in
> employment, ages 7-14)",
> "Children in employment, work only, male (% of male children in
> employment, ages 7-14)",
> "Claims on central government (annual growth as % of broad money)",
> "Claims on central government, etc. (% GDP)", "Claims on other sectors
> of the domestic economy (% of GDP)",
> "Claims on other sectors of the domestic economy (annual growth as %
> of broad money)",
> "Claims on private sector (annual growth as % of broad money)",
> "CO2 emissions (kg per 2005 US$ of GDP)", "CO2 emissions (kg per 2011
> PPP $ of GDP)",
> "CO2 emissions (kg per PPP $ of GDP)", "CO2 emissions (kt)",
> "CO2 emissions (metric tons per capita)", "CO2 emissions from
> electricity and heat production, total (% of total fuel combustion)",
> "CO2 emissions from gaseous fuel consumption (% of total)", "CO2
> emissions from gaseous fuel consumption (kt)",
> "CO2 emissions from liquid fuel consumption (% of total)", "CO2
> emissions from liquid fuel consumption (kt)",
> "CO2 emissions from manufacturing industries and construction (% of
> total fuel combustion)",
> "CO2 emissions from other sectors, excluding residential buildings and
> commercial and public services (% of total fuel combustion)",
> "CO2 emissions from residential buildings and commercial and public
> services (% of total fuel combustion)",
> "CO2 emissions from solid fuel consumption (% of total)", "CO2
> emissions from solid fuel consumption (kt)",
> "CO2 emissions from transport (% of total fuel combustion)",
> "CO2 intensity (kg per kg of oil equivalent energy use)", "Coal rents
> (% of GDP)",
> "Combustible renewables and waste (% of total energy)", "Commercial
> bank branches (per 100,000 adults)",
> "Commercial banks and other lending (PPG + PNG) (NFL, current US$)",
> "Commercial service exports (current US$)", "Commercial service
> imports (current US$)",
> "Commitments, IBRD (COM, current US$)", "Commitments, IDA (COM,
> current US$)",
> "Commitments, official creditors (COM, current US$)", "Commitments,
> private creditors (COM, current US$)",
> "Commitments, public and publicly guaranteed (COM, current US$)",
> "Communications, computer, etc. (% of service exports, BoP)",
> "Communications, computer, etc. (% of service imports, BoP)",
> "Community health workers (per 1,000 people)", "Compensation of
> employees (% of expense)",
> "Compensation of employees (current LCU)", "Completeness of birth
> registration (%)",
> "Completeness of death registration with cause-of-death information (%)",
> "Completeness of infant death reporting (% of reported infant deaths
> to estimated infant deaths)",
> "Completeness of total death reporting (% of reported total deaths to
> estimated total deaths)",
> "Computer, communications and other services (% of commercial service
> exports)",
> "Computer, communications and other services (% of commercial service
> imports)",
> "Concessional debt (% of total external debt)", "Consumer price index
> (2010 = 100)",
> "Consumption of iodized salt (% of households)", "Container port
> traffic (TEU: 20 foot equivalent units)",
> "Contraceptive prevalence (% of women ages 15-49)", "Contributing
> family workers, female (% of females employed)",
> "Contributing family workers, male (% of males employed)",
> "Contributing family workers, total (% of total employed)",
> "Cost of business start-up procedures (% of GNI per capita)",
> "Cost to export (US$ per container)", "Cost to import (US$ per
> container)",
> "Coverage (%) - All Labor Market", "Coverage (%) - All Social
> Assistance",
> "Coverage (%) - All Social Insurance", "Coverage (%) -All Social
> Protection and Labor",
> "Crop production index (2004-2006 = 100)", "Currency composition of
> PPG debt, all other currencies (%)",
> "Currency composition of PPG debt, Deutsche mark (%)", "Currency
> composition of PPG debt, Euro (%)",
> "Currency composition of PPG debt, French franc (%)", "Currency
> composition of PPG debt, Japanese yen (%)",
> "Currency composition of PPG debt, Multiple currencies (%)",
> "Currency composition of PPG debt, Pound sterling (%)", "Currency
> composition of PPG debt, SDR (%)",
> "Currency composition of PPG debt, Swiss franc (%)", "Currency
> composition of PPG debt, U.S. dollars (%)",
> "Current account balance (% of GDP)", "Current account balance (BoP,
> current US$)",
> "Current education expenditure, primary (% of total expenditure in
> primary public institutions)",
> "Current education expenditure, secondary (% of total expenditure in
> secondary public institutions)",
> "Current education expenditure, tertiary (% of total expenditure in
> tertiary public institutions)",
> "Current education expenditure, total (% of total expenditure in
> public institutions)",
> "Customs and other import duties (% of tax revenue)", "Customs and
> other import duties (current LCU)",
> "Death rate, crude (per 1,000 people)", "Debt buyback (current US$)",
> "Debt forgiveness grants (current US$)", "Debt forgiveness or
> reduction (current US$)",
> "Debt service (PPG and IMF only, % of exports of goods, services and
> primary income)",
> "Debt service on external debt, long-term (TDS, current US$)",
> "Debt service on external debt, private nonguaranteed (PNG) (TDS,
> current US$)",
> "Debt service on external debt, public and publicly guaranteed (PPG)
> (TDS, current US$)",
> "Debt service on external debt, total (TDS, current US$)", "Debt stock
> reduction (current US$)",
> "Debt stock rescheduled (current US$)", "DEC alternative conversion
> factor (LCU per US$)",
> "Delay in obtaining an electrical connection (days)", "Deposit
> interest rate (%)",
> "Depositors with commercial banks (per 1,000 adults)", "Depth of
> credit information index (0=low to 8=high)",
> "Diabetes prevalence (% of population ages 20 to 79)", "Diarrhea
> treatment (% of children under 5 who received ORS packet)",
> "Disaster risk reduction progress score (1-5 scale; 5=best)",
> "Disbursements on external debt, long-term (DIS, current US$)",
> "Disbursements on external debt, long-term + IMF (DIS, current US$)",
> "Disbursements on external debt, private nonguaranteed (PNG) (DIS,
> current US$)",
> "Disbursements on external debt, public and publicly guaranteed (PPG)
> (DIS, current US$)",
> "Discrepancy in expenditure estimate of GDP (constant LCU)",
> "Discrepancy in expenditure estimate of GDP (current LCU)", "Distance
> to frontier score (0=lowest performance to 100=frontier)",
> "Documents to export (number)", "Documents to import (number)",
> "Domestic credit provided by financial sector (% of GDP)", "Domestic
> credit to private sector (% of GDP)",
> "Domestic credit to private sector by banks (% of GDP)", "Droughts,
> floods, extreme temperatures (% of population, average 1990-2009)",
> "Ease of doing business index (1=most business-friendly regulations)",
> "EBRD, private nonguaranteed (NFL, current US$)", "Electric power
> consumption (kWh per capita)",
> "Electric power transmission and distribution losses (% of output)",
> "Electricity production from coal sources (% of total)", "Electricity
> production from hydroelectric sources (% of total)",
> "Electricity production from natural gas sources (% of total)",
> "Electricity production from nuclear sources (% of total)",
> "Electricity production from oil sources (% of total)",
> "Electricity production from oil, gas and coal sources (% of total)",
> "Electricity production from renewable sources, excluding
> hydroelectric (% of total)",
> "Electricity production from renewable sources, excluding
> hydroelectric (kWh)",
> "Emigration rate of tertiary educated (% of total tertiary educated
> population)",
> "Employers, female (% of employment)", "Employers, male (% of
> employment)",
> "Employers, total (% of employment)", "Employment in agriculture (% of
> total employment)",
> "Employment in agriculture, female (% of female employment)",
> "Employment in agriculture, male (% of male employment)", "Employment
> in industry (% of total employment)",
> "Employment in industry, female (% of female employment)", "Employment
> in industry, male (% of male employment)",
> "Employment in services (% of total employment)", "Employment in
> services, female (% of female employment)",
> "Employment in services, male (% of male employment)", "Employment to
> population ratio, 15+, female (%) (modeled ILO estimate)",
> "Employment to population ratio, 15+, female (%) (national estimate)",
> "Employment to population ratio, 15+, male (%) (modeled ILO estimate)",
> "Employment to population ratio, 15+, male (%) (national estimate)",
> "Employment to population ratio, 15+, total (%) (modeled ILO estimate)",
> "Employment to population ratio, 15+, total (%) (national estimate)",
> "Employment to population ratio, ages 15-24, female (%) (modeled ILO
> estimate)",
> "Employment to population ratio, ages 15-24, female (%) (national
> estimate)",
> "Employment to population ratio, ages 15-24, male (%) (modeled ILO
> estimate)",
> "Employment to population ratio, ages 15-24, male (%) (national
> estimate)",
> "Employment to population ratio, ages 15-24, total (%) (modeled ILO
> estimate)",
> "Employment to population ratio, ages 15-24, total (%) (national
> estimate)",
> "Energy imports, net (% of energy use)", "Energy intensity level of
> primary energy (MJ/$2011 PPP GDP)",
> "Energy related methane emissions (% of total)", "Energy use (kg of
> oil equivalent per capita)",
> "Energy use (kg of oil equivalent) per $1,000 GDP (constant 2011 PPP)",
> "Enrolment in primary education, both sexes (number)", "Enrolment in
> secondary education, both sexes (number)",
> "Enrolment in secondary general, both sexes (number)", "Enrolment in
> secondary vocational, both sexes (number)",
> "Exclusive breastfeeding (% of children under 6 months)", "Expenditure
> on education as % of total government expenditure (%)",
> "Expenditure on primary as % of government expenditure on education (%)",
> "Expenditure on secondary as % of government expenditure on education
> (%)",
> "Expenditure on tertiary as % of government expenditure on education
> (%)",
> "Expense (% of GDP)", "Expense (current LCU)", "Export value index
> (2000 = 100)",
> "Export volume index (2000 = 100)", "Exports as a capacity to import
> (constant LCU)",
> "Exports of goods and services (% of GDP)", "Exports of goods and
> services (annual % growth)",
> "Exports of goods and services (BoP, current US$)", "Exports of goods
> and services (constant 2005 US$)",
> "Exports of goods and services (constant LCU)", "Exports of goods and
> services (current LCU)",
> "Exports of goods and services (current US$)", "Exports of goods,
> services and primary income (BoP, current US$)",
> "External balance on goods and services (% of GDP)", "External balance
> on goods and services (constant LCU)",
> "External balance on goods and services (current LCU)", "External
> balance on goods and services (current US$)",
> "External debt stocks (% of exports of goods, services and primary
> income)",
> "External debt stocks (% of GNI)", "External debt stocks, concessional
> (DOD, current US$)",
> "External debt stocks, long-term (DOD, current US$)", "External debt
> stocks, long-term private sector (DOD, current US$)",
> "External debt stocks, long-term public sector (DOD, current US$)",
> "External debt stocks, private nonguaranteed (PNG) (DOD, current US$)",
> "External debt stocks, public and publicly guaranteed (PPG) (DOD,
> current US$)",
> "External debt stocks, short-term (DOD, current US$)", "External debt
> stocks, total (DOD, current US$)",
> "External debt stocks, variable rate (DOD, current US$)", "External
> resources for health (% of total expenditure on health)",
> "Female legislators, senior officials and managers (% of total)",
> "Fertility rate, total (births per woman)", "Fertilizer consumption (%
> of fertilizer production)",
> "Fertilizer consumption (kilograms per hectare of arable land)",
> "Final consumption expenditure (constant 2005 US$)", "Final
> consumption expenditure (constant LCU)",
> "Final consumption expenditure (current LCU)", "Final consumption
> expenditure (current US$)",
> "Final consumption expenditure, etc. (% of GDP)", "Final consumption
> expenditure, etc. (annual % growth)",
> "Final consumption expenditure, etc. (constant 2005 US$)", "Final
> consumption expenditure, etc. (constant LCU)",
> "Final consumption expenditure, etc. (current LCU)", "Final
> consumption expenditure, etc. (current US$)",
> "Firms competing against unregistered firms (% of firms)", "Firms
> expected to give gifts in meetings with tax officials (% of firms)",
> "Firms formally registered when operations started (% of firms)",
> "Firms offering formal training (% of firms)", "Firms that do not
> report all sales for tax purposes (% of firms)",
> "Firms using banks to finance investment (% of firms)", "Firms using
> banks to finance working capital (% of firms)",
> "Firms with female participation in ownership (% of firms)",
> "Firms with female top manager (% of firms)", "Fish species, threatened",
> "Fixed broadband subscriptions", "Fixed broadband subscriptions (per
> 100 people)",
> "Fixed telephone subscriptions", "Fixed telephone subscriptions (per
> 100 people)",
> "Food exports (% of merchandise exports)", "Food imports (% of
> merchandise imports)",
> "Food production index (2004-2006 = 100)", "Food, beverages and
> tobacco (% of value added in manufacturing)",
> "Foreign direct investment, net (BoP, current US$)", "Foreign direct
> investment, net inflows (% of GDP)",
> "Foreign direct investment, net inflows (BoP, current US$)",
> "Foreign direct investment, net outflows (% of GDP)", "Forest area (%
> of land area)",
> "Forest area (sq. km)", "Forest rents (% of GDP)", "Fossil fuel energy
> consumption (% of total)",
> "Fuel exports (% of merchandise exports)", "Fuel imports (% of
> merchandise imports)",
> "GDP (constant LCU)", "GDP (current LCU)", "GDP at market prices
> (constant 2005 US$)",
> "GDP at market prices (current US$)", "GDP deflator (base year varies
> by country)",
> "GDP growth (annual %)", "GDP per capita (constant 2005 US$)",
> "GDP per capita (constant LCU)", "GDP per capita (current LCU)",
> "GDP per capita (current US$)", "GDP per capita growth (annual %)",
> "GDP per capita, PPP (constant 2011 international $)", "GDP per
> capita, PPP (current international $)",
> "GDP per person employed (constant 1990 PPP $)", "GDP per unit of
> energy use (constant 2011 PPP $ per kg of oil equivalent)",
> "GDP per unit of energy use (PPP $ per kg of oil equivalent)",
> "GDP, PPP (constant 2011 international $)", "GDP, PPP (current
> international $)",
> "GEF benefits index for biodiversity (0 = no biodiversity potential to
> 100 = maximum)",
> "General government final consumption expenditure (% of GDP)",
> "General government final consumption expenditure (annual % growth)",
> "General government final consumption expenditure (constant 2005 US$)",
> "General government final consumption expenditure (constant LCU)",
> "General government final consumption expenditure (current LCU)",
> "General government final consumption expenditure (current US$)",
> "GHG net emissions/removals by LUCF (Mt of CO2 equivalent)",
> "GINI index (World Bank estimate)", "GNI (constant 2005 US$)",
> "GNI (constant LCU)", "GNI (current LCU)", "GNI (current US$)",
> "GNI growth (annual %)", "GNI per capita (constant 2005 US$)",
> "GNI per capita (constant LCU)", "GNI per capita (current LCU)",
> "GNI per capita growth (annual %)", "GNI per capita, Atlas method
> (current US$)",
> "GNI per capita, PPP (constant 2011 international $)", "GNI per
> capita, PPP (current international $)",
> "GNI, Atlas method (current US$)", "GNI, PPP (constant 2011
> international $)",
> "GNI, PPP (current international $)", "Goods and services expense (%
> of expense)",
> "Goods and services expense (current LCU)", "Goods exports (BoP,
> current US$)",
> "Goods imports (BoP, current US$)", "Government expenditure on
> education as % of GDP (%)",
> "Government expenditure per primary student as % of GDP per capita (%)",
> "Government expenditure per secondary student as % of GDP per capita
> (%)",
> "Government expenditure per tertiary student as % of GDP per capita (%)",
> "Grants and other revenue (% of revenue)", "Grants and other revenue
> (current LCU)",
> "Grants, excluding technical cooperation (BoP, current US$)",
> "Gross capital formation (% of GDP)", "Gross capital formation (annual
> % growth)",
> "Gross capital formation (constant 2005 US$)", "Gross capital
> formation (constant LCU)",
> "Gross capital formation (current LCU)", "Gross capital formation
> (current US$)",
> "Gross domestic income (constant 2005 US$)", "Gross domestic income
> (constant LCU)",
> "Gross domestic savings (% of GDP)", "Gross domestic savings (constant
> LCU)",
> "Gross domestic savings (current LCU)", "Gross domestic savings
> (current US$)",
> "Gross enrolment ratio, pre-primary, both sexes (%)", "Gross enrolment
> ratio, pre-primary, female (%)",
> "Gross enrolment ratio, pre-primary, male (%)", "Gross enrolment
> ratio, primary and secondary, gender parity index (GPI)",
> "Gross enrolment ratio, primary, both sexes (%)", "Gross enrolment
> ratio, primary, female (%)",
> "Gross enrolment ratio, primary, gender parity index (GPI)",
> "Gross enrolment ratio, primary, male (%)", "Gross enrolment ratio,
> secondary, both sexes (%)",
> "Gross enrolment ratio, secondary, female (%)", "Gross enrolment
> ratio, secondary, gender parity index (GPI)",
> "Gross enrolment ratio, secondary, male (%)", "Gross enrolment ratio,
> tertiary, both sexes (%)",
> "Gross enrolment ratio, tertiary, female (%)", "Gross enrolment ratio,
> tertiary, gender parity index (GPI)",
> "Gross enrolment ratio, tertiary, male (%)", "Gross fixed capital
> formation (% of GDP)",
> "Gross fixed capital formation (annual % growth)", "Gross fixed
> capital formation (constant 2005 US$)",
> "Gross fixed capital formation (constant LCU)", "Gross fixed capital
> formation (current LCU)",
> "Gross fixed capital formation (current US$)", "Gross fixed capital
> formation, private sector (% of GDP)",
> "Gross fixed capital formation, private sector (current LCU)",
> "Gross intake ratio to Grade 1 of primary education, both sexes (%)",
> "Gross intake ratio to Grade 1 of primary education, female (%)",
> "Gross intake ratio to Grade 1 of primary education, male (%)",
> "Gross national expenditure (% of GDP)", "Gross national expenditure
> (constant 2005 US$)",
> "Gross national expenditure (constant LCU)", "Gross national
> expenditure (current LCU)",
> "Gross national expenditure (current US$)", "Gross national
> expenditure deflator (base year varies by country)",
> "Gross savings (% of GDP)", "Gross savings (% of GNI)", "Gross savings
> (current LCU)",
> "Gross savings (current US$)", "Gross value added at factor cost
> (constant 2005 US$)",
> "Gross value added at factor cost (constant LCU)", "Gross value added
> at factor cost (current LCU)",
> "Gross value added at factor cost (current US$)", "Health expenditure
> per capita (current US$)",
> "Health expenditure per capita, PPP (constant 2011 international $)",
> "Health expenditure, private (% of GDP)", "Health expenditure, public
> (% of GDP)",
> "Health expenditure, public (% of government expenditure)", "Health
> expenditure, public (% of total health expenditure)",
> "Health expenditure, total (% of GDP)", "HFC gas emissions (thousand
> metric tons of CO2 equivalent)",
> "High-technology exports (% of manufactured exports)",
> "High-technology exports (current US$)",
> "Hospital beds (per 1,000 people)", "Household final consumption
> expenditure (annual % growth)",
> "Household final consumption expenditure (constant 2005 US$)",
> "Household final consumption expenditure (constant LCU)", "Household
> final consumption expenditure (current LCU)",
> "Household final consumption expenditure (current US$)", "Household
> final consumption expenditure per capita (constant 2005 US$)",
> "Household final consumption expenditure per capita growth (annual %)",
> "Household final consumption expenditure, etc. (% of GDP)", "Household
> final consumption expenditure, etc. (annual % growth)",
> "Household final consumption expenditure, etc. (constant 2005 US$)",
> "Household final consumption expenditure, etc. (constant LCU)",
> "Household final consumption expenditure, etc. (current LCU)",
> "Household final consumption expenditure, etc. (current US$)",
> "Household final consumption expenditure, PPP (constant 2011
> international $)",
> "Household final consumption expenditure, PPP (current international $)",
> "IBRD loans and IDA credits (DOD, current US$)", "ICT goods exports (%
> of total goods exports)",
> "ICT goods imports (% total goods imports)", "ICT service exports (%
> of service exports, BoP)",
> "ICT service exports (BoP, current US$)", "IDA grants (current US$)",
> "IFC, private nonguaranteed (NFL, current US$)", "IMF charges (INT,
> current US$)",
> "IMF purchases (DIS, current US$)", "IMF repurchases (AMT, current US$)",
> "IMF repurchases and charges (TDS, current US$)", "Immunization, DPT
> (% of children ages 12-23 months)",
> "Immunization, measles (% of children ages 12-23 months)", "Import
> value index (2000 = 100)",
> "Import volume index (2000 = 100)", "Imports of goods and services (%
> of GDP)",
> "Imports of goods and services (annual % growth)", "Imports of goods
> and services (BoP, current US$)",
> "Imports of goods and services (constant 2005 US$)", "Imports of goods
> and services (constant LCU)",
> "Imports of goods and services (current LCU)", "Imports of goods and
> services (current US$)",
> "Imports of goods, services and primary income (BoP, current US$)",
> "Improved sanitation facilities (% of population with access)",
> "Improved sanitation facilities, rural (% of rural population with
> access)",
> "Improved sanitation facilities, urban (% of urban population with
> access)",
> "Improved water source (% of population with access)", "Improved water
> source, rural (% of rural population with access)",
> "Improved water source, urban (% of urban population with access)",
> "Incidence of tuberculosis (per 100,000 people)", "Income share held
> by fourth 20%",
> "Income share held by highest 10%", "Income share held by highest 20%",
> "Income share held by lowest 10%", "Income share held by lowest 20%",
> "Income share held by second 20%", "Income share held by third 20%",
> "Industrial nitrous oxide emissions (thousand metric tons of CO2
> equivalent)",
> "Industry, value added (% of GDP)", "Industry, value added (annual %
> growth)",
> "Industry, value added (constant 2005 US$)", "Industry, value added
> (constant LCU)",
> "Industry, value added (current LCU)", "Industry, value added (current
> US$)",
> "Inflation, consumer prices (annual %)", "Inflation, GDP deflator
> (annual %)",
> "Informal payments to public officials (% of firms)", "Insurance and
> financial services (% of commercial service exports)",
> "Insurance and financial services (% of commercial service imports)",
> "Insurance and financial services (% of service exports, BoP)",
> "Insurance and financial services (% of service imports, BoP)",
> "Intentional homicides (per 100,000 people)", "Interest arrears,
> long-term DOD (US$)",
> "Interest arrears, official creditors (current US$)", "Interest
> arrears, private creditors (current US$)",
> "Interest forgiven (current US$)", "Interest payments (% of expense)",
> "Interest payments (% of revenue)", "Interest payments (current LCU)",
> "Interest payments on external debt (% of exports of goods, services
> and primary income)",
> "Interest payments on external debt (% of GNI)", "Interest payments on
> external debt, long-term (INT, current US$)",
> "Interest payments on external debt, private nonguaranteed (PNG) (INT,
> current US$)",
> "Interest payments on external debt, public and publicly guaranteed
> (PPG) (INT, current US$)",
> "Interest payments on external debt, short-term (INT, current US$)",
> "Interest payments on external debt, total (INT, current US$)",
> "Interest rate spread (lending rate minus deposit rate, %)",
> "Interest rescheduled (capitalized) (current US$)", "Interest
> rescheduled, official (current US$)",
> "Interest rescheduled, private (current US$)", "Internally displaced
> persons (number, high estimate)",
> "Internally displaced persons (number, low estimate)", "International
> migrant stock (% of population)",
> "International migrant stock, total", "International tourism,
> expenditures (% of total imports)",
> "International tourism, expenditures (current US$)", "International
> tourism, expenditures for passenger transport items (current US$)",
> "International tourism, expenditures for travel items (current US$)",
> "International tourism, number of arrivals", "International tourism,
> number of departures",
> "International tourism, receipts (% of total exports)", "International
> tourism, receipts (current US$)",
> "International tourism, receipts for passenger transport items
> (current US$)",
> "International tourism, receipts for travel items (current US$)",
> "Internationally-recognized quality certification (% of firms)",
> "Internet users (per 100 people)", "Investment in energy with private
> participation (current US$)",
> "Investment in telecoms with private participation (current US$)",
> "Investment in transport with private participation (current US$)",
> "Investment in water and sanitation with private participation
> (current US$)",
> "Labor force participation rate for ages 15-24, female (%) (modeled
> ILO estimate)",
> "Labor force participation rate for ages 15-24, female (%) (national
> estimate)",
> "Labor force participation rate for ages 15-24, male (%) (modeled ILO
> estimate)",
> "Labor force participation rate for ages 15-24, male (%) (national
> estimate)",
> "Labor force participation rate for ages 15-24, total (%) (modeled ILO
> estimate)",
> "Labor force participation rate for ages 15-24, total (%) (national
> estimate)",
> "Labor force participation rate, female (% of female population ages
> 15-64) (modeled ILO estimate)",
> "Labor force participation rate, female (% of female population ages
> 15+) (modeled ILO estimate)",
> "Labor force participation rate, female (% of female population ages
> 15+) (national estimate)",
> "Labor force participation rate, male (% of male population ages
> 15-64) (modeled ILO estimate)",
> "Labor force participation rate, male (% of male population ages 15+)
> (modeled ILO estimate)",
> "Labor force participation rate, male (% of male population ages 15+)
> (national estimate)",
> "Labor force participation rate, total (% of total population ages
> 15-64) (modeled ILO estimate)",
> "Labor force participation rate, total (% of total population ages
> 15+) (modeled ILO estimate)",
> "Labor force participation rate, total (% of total population ages
> 15+) (national estimate)",
> "Labor force with primary education (% of total)", "Labor force with
> primary education, female (% of female labor force)",
> "Labor force with primary education, male (% of male labor force)",
> "Labor force with secondary education (% of total)", "Labor force with
> secondary education, female (% of female labor force)",
> "Labor force with secondary education, male (% of male labor force)",
> "Labor force with tertiary education (% of total)", "Labor force with
> tertiary education, female (% of female labor force)",
> "Labor force with tertiary education, male (% of male labor force)",
> "Labor force, female (% of total labor force)", "Labor force, total",
> "Labor tax and contributions (% of commercial profits)", "Land area
> (sq. km)",
> "Land area where elevation is below 5 meters (% of total land area)",
> "Land under cereal production (hectares)", "Lead time to export,
> median case (days)",
> "Lead time to import, median case (days)", "Lending interest rate (%)",
> "Life expectancy at birth, female (years)", "Life expectancy at birth,
> male (years)",
> "Life expectancy at birth, total (years)", "Lifetime risk of maternal
> death (%)",
> "Lifetime risk of maternal death (1 in: rate varies by country)",
> "Liner shipping connectivity index (maximum value in 2004 = 100)",
> "Listed domestic companies, total", "Livestock production index
> (2004-2006 = 100)",
> "Logistics performance index: Ability to track and trace consignments
> (1=low to 5=high)",
> "Logistics performance index: Competence and quality of logistics
> services (1=low to 5=high)",
> "Logistics performance index: Ease of arranging competitively priced
> shipments (1=low to 5=high)",
> "Logistics performance index: Efficiency of customs clearance process
> (1=low to 5=high)",
> "Logistics performance index: Frequency with which shipments reach
> consignee within scheduled or expected time (1=low to 5=high)",
> "Logistics performance index: Overall (1=low to 5=high)", "Logistics
> performance index: Quality of trade and transport-related
> infrastructure (1=low to 5=high)",
> "Long-term unemployment (% of total unemployment)", "Long-term
> unemployment, female (% of female unemployment)",
> "Long-term unemployment, male (% of male unemployment)", "Losses due
> to theft, robbery, vandalism, and arson (% sales)",
> "Low-birthweight babies (% of births)", "Lower secondary completion
> rate, both sexes (%)",
> "Lower secondary completion rate, female (%)", "Lower secondary
> completion rate, male (%)",
> "Machinery and transport equipment (% of value added in manufacturing)",
> "Mammal species, threatened", "Manufactures exports (% of merchandise
> exports)",
> "Manufactures imports (% of merchandise imports)", "Manufacturing,
> value added (% of GDP)",
> "Manufacturing, value added (annual % growth)", "Manufacturing, value
> added (constant 2005 US$)",
> "Manufacturing, value added (constant LCU)", "Manufacturing, value
> added (current LCU)",
> "Manufacturing, value added (current US$)", "Marine protected areas (%
> of territorial waters)",
> "Market capitalization of listed domestic companies (% of GDP)",
> "Market capitalization of listed domestic companies (current US$)",
> "Maternal mortality ratio (modeled estimate, per 100,000 live births)",
> "Maternal mortality ratio (national estimate, per 100,000 live births)",
> "Merchandise exports (current US$)", "Merchandise exports by the
> reporting economy (current US$)",
> "Merchandise exports by the reporting economy, residual (% of total
> merchandise exports)",
> "Merchandise exports to developing economies in East Asia & Pacific (%
> of total merchandise exports)",
> "Merchandise exports to developing economies in Europe & Central Asia
> (% of total merchandise exports)",
> "Merchandise exports to developing economies in Latin America & the
> Caribbean (% of total merchandise exports)",
> "Merchandise exports to developing economies in Middle East & North
> Africa (% of total merchandise exports)",
> "Merchandise exports to developing economies in South Asia (% of total
> merchandise exports)",
> "Merchandise exports to developing economies in Sub-Saharan Africa (%
> of total merchandise exports)",
> "Merchandise exports to developing economies outside region (% of
> total merchandise exports)",
> "Merchandise exports to developing economies within region (% of total
> merchandise exports)",
> "Merchandise exports to economies in the Arab World (% of total
> merchandise exports)",
> "Merchandise exports to high-income economies (% of total merchandise
> exports)",
> "Merchandise imports (current US$)", "Merchandise imports by the
> reporting economy (current US$)",
> "Merchandise imports by the reporting economy, residual (% of total
> merchandise imports)",
> "Merchandise imports from developing economies in East Asia & Pacific
> (% of total merchandise imports)",
> "Merchandise imports from developing economies in Europe & Central
> Asia (% of total merchandise imports)",
> "Merchandise imports from developing economies in Latin America & the
> Caribbean (% of total merchandise imports)",
> "Merchandise imports from developing economies in Middle East & North
> Africa (% of total merchandise imports)",
> "Merchandise imports from developing economies in South Asia (% of
> total merchandise imports)",
> "Merchandise imports from developing economies in Sub-Saharan Africa
> (% of total merchandise imports)",
> "Merchandise imports from developing economies outside region (% of
> total merchandise imports)",
> "Merchandise imports from developing economies within region (% of
> total merchandise imports)",
> "Merchandise imports from economies in the Arab World (% of total
> merchandise imports)",
> "Merchandise imports from high-income economies (% of total
> merchandise imports)",
> "Merchandise trade (% of GDP)", "Methane emissions (kt of CO2
> equivalent)",
> "Methane emissions in energy sector (thousand metric tons of CO2
> equivalent)",
> "Methodology assessment of statistical capacity (scale 0 - 100)",
> "Military expenditure (% of central government expenditure)",
> "Military expenditure (% of GDP)", "Military expenditure (current LCU)",
> "Mineral rents (% of GDP)", "Mobile cellular subscriptions",
> "Mobile cellular subscriptions (per 100 people)", "Money (current LCU)",
> "Money and quasi money (M2) (current LCU)", "Money and quasi money
> (M2) as % of GDP",
> "Money and quasi money (M2) to total reserves ratio", "Money and quasi
> money growth (annual %)",
> "Mortality rate, adult, female (per 1,000 female adults)", "Mortality
> rate, adult, male (per 1,000 male adults)",
> "Mortality rate, infant (per 1,000 live births)", "Mortality rate,
> infant, female (per 1,000 live births)",
> "Mortality rate, infant, male (per 1,000 live births)", "Mortality
> rate, neonatal (per 1,000 live births)",
> "Mortality rate, under-5 (per 1,000)", "Mortality rate, under-5,
> female (per 1,000 live births)",
> "Mortality rate, under-5, male (per 1,000 live births)", "Multilateral
> debt (% of total external debt)",
> "Multilateral debt service (% of public and publicly guaranteed debt
> service)",
> "Multilateral debt service (TDS, current US$)", "Natural gas rents (%
> of GDP)",
> "Net barter terms of trade index (2000 = 100)", "Net bilateral aid
> flows from DAC donors, Australia (current US$)",
> "Net bilateral aid flows from DAC donors, Austria (current US$)",
> "Net bilateral aid flows from DAC donors, Belgium (current US$)",
> "Net bilateral aid flows from DAC donors, Canada (current US$)",
> "Net bilateral aid flows from DAC donors, Czech Republic (current US$)",
> "Net bilateral aid flows from DAC donors, Denmark (current US$)",
> "Net bilateral aid flows from DAC donors, European Union institutions
> (current US$)",
> "Net bilateral aid flows from DAC donors, Finland (current US$)",
> "Net bilateral aid flows from DAC donors, France (current US$)",
> "Net bilateral aid flows from DAC donors, Germany (current US$)",
> "Net bilateral aid flows from DAC donors, Greece (current US$)",
> "Net bilateral aid flows from DAC donors, Ireland (current US$)",
> "Net bilateral aid flows from DAC donors, Italy (current US$)",
> "Net bilateral aid flows from DAC donors, Japan (current US$)",
> "Net bilateral aid flows from DAC donors, Korea, Rep. (current US$)",
> "Net bilateral aid flows from DAC donors, Luxembourg (current US$)",
> "Net bilateral aid flows from DAC donors, Netherlands (current US$)",
> "Net bilateral aid flows from DAC donors, New Zealand (current US$)",
> "Net bilateral aid flows from DAC donors, Norway (current US$)",
> "Net bilateral aid flows from DAC donors, Poland (current US$)",
> "Net bilateral aid flows from DAC donors, Portugal (current US$)",
> "Net bilateral aid flows from DAC donors, Slovak Republic (current US$)",
> "Net bilateral aid flows from DAC donors, Slovenia (current US$)",
> "Net bilateral aid flows from DAC donors, Spain (current US$)",
> "Net bilateral aid flows from DAC donors, Sweden (current US$)",
> "Net bilateral aid flows from DAC donors, Switzerland (current US$)",
> "Net bilateral aid flows from DAC donors, Total (current US$)",
> "Net bilateral aid flows from DAC donors, United Kingdom (current US$)",
> "Net bilateral aid flows from DAC donors, United States (current US$)",
> "Net capital account (BoP, current US$)", "Net change in interest
> arrears (current US$)",
> "Net current transfers from abroad (constant LCU)", "Net current
> transfers from abroad (current LCU)",
> "Net current transfers from abroad (current US$)", "Net domestic
> credit (current LCU)",
> "Net enrolment rate, primary, both sexes (%)", "Net enrolment rate,
> primary, female (%)",
> "Net enrolment rate, primary, male (%)", "Net enrolment rate,
> secondary, both sexes (%)",
> "Net enrolment rate, secondary, female (%)", "Net enrolment rate,
> secondary, male (%)",
> "Net errors and omissions (BoP, current US$)", "Net financial account
> (BoP, current US$)",
> "Net financial flows, bilateral (NFL, current US$)", "Net financial
> flows, IBRD (NFL, current US$)",
> "Net financial flows, IDA (NFL, current US$)", "Net financial flows,
> IMF concessional (NFL, current US$)",
> "Net financial flows, IMF nonconcessional (NFL, current US$)",
> "Net financial flows, multilateral (NFL, current US$)", "Net financial
> flows, others (NFL, current US$)",
> "Net financial flows, RDB concessional (NFL, current US$)", "Net
> financial flows, RDB nonconcessional (NFL, current US$)",
> "Net flows on external debt, long-term (NFL, current US$)", "Net flows
> on external debt, private nonguaranteed (PNG) (NFL, current US$)",
> "Net flows on external debt, public and publicly guaranteed (PPG)
> (NFL, current US$)",
> "Net flows on external debt, short-term (NFL, current US$)",
> "Net flows on external debt, total (NFL, current US$)", "Net foreign
> assets (current LCU)",
> "Net income from abroad (constant LCU)", "Net income from abroad
> (current LCU)",
> "Net income from abroad (current US$)", "Net incurrence of
> liabilities, domestic (% of GDP)",
> "Net incurrence of liabilities, domestic (current LCU)", "Net
> incurrence of liabilities, foreign (% of GDP)",
> "Net incurrence of liabilities, foreign (current LCU)", "Net intake
> rate to Grade 1 of primary education, both sexes (%)",
> "Net intake rate to Grade 1 of primary education, female (%)",
> "Net intake rate to Grade 1 of primary education, male (%)",
> "Net migration", "Net ODA received (% of central government expense)",
> "Net ODA received (% of GNI)", "Net ODA received (% of gross capital
> formation)",
> "Net ODA received (% of imports of goods, services and primary income)",
> "Net ODA received per capita (current US$)", "Net official aid
> received (constant 2012 US$)",
> "Net official aid received (current US$)", "Net official development
> assistance and official aid received (constant 2012 US$)",
> "Net official development assistance and official aid received
> (current US$)",
> "Net official development assistance received (constant 2012 US$)",
> "Net official development assistance received (current US$)",
> "Net official flows from UN agencies, IAEA (current US$)", "Net
> official flows from UN agencies, IFAD (current US$)",
> "Net official flows from UN agencies, UNAIDS (current US$)",
> "Net official flows from UN agencies, UNDP (current US$)", "Net
> official flows from UN agencies, UNFPA (current US$)",
> "Net official flows from UN agencies, UNHCR (current US$)", "Net
> official flows from UN agencies, UNICEF (current US$)",
> "Net official flows from UN agencies, UNTA (current US$)", "Net
> official flows from UN agencies, WFP (current US$)",
> "Net primary income (BoP, current US$)", "Net secondary income (BoP,
> current US$)",
> "Net taxes on products (constant LCU)", "Net taxes on products
> (current LCU)",
> "Net taxes on products (current US$)", "Net trade in goods (BoP,
> current US$)",
> "Net trade in goods and services (BoP, current US$)", "Net transfers
> on external debt, long-term (NTR, current US$)",
> "Net transfers on external debt, private nonguaranteed (PNG) (NTR,
> current US$)",
> "Net transfers on external debt, public and publicly guaranteed (PPG)
> (NTR, current US$)",
> "Net transfers on external debt, total (NTR, current US$)", "New
> business density (new registrations per 1,000 people ages 15-64)",
> "New businesses registered (number)", "Nitrous oxide emissions
> (thousand metric tons of CO2 equivalent)",
> "Nitrous oxide emissions in energy sector (thousand metric tons of CO2
> equivalent)",
> "Nitrous oxide emissions in industrial and energy processes (% of
> total nitrous oxide emissions)",
> "Number of infant deaths", "Number of maternal deaths", "Number of
> neonatal deaths",
> "Number of under-five deaths", "Number of visits or required meetings
> with tax officials",
> "Nurses and midwives (per 1,000 people)", "Official entrance age to
> lower secondary education (years)",
> "Official entrance age to primary education (years)", "Official
> exchange rate (LCU per US$, period average)",
> "Oil rents (% of GDP)", "Ores and metals exports (% of merchandise
> exports)",
> "Ores and metals imports (% of merchandise imports)", "Other expense
> (% of expense)",
> "Other expense (current LCU)", "Other greenhouse gas emissions, HFC,
> PFC and SF6 (thousand metric tons of CO2 equivalent)",
> "Other manufacturing (% of value added in manufacturing)", "Other
> taxes (% of revenue)",
> "Other taxes (current LCU)", "Other taxes payable by businesses (% of
> commercial profits)",
> "Out-of-pocket health expenditure (% of private expenditure on health)",
> "Out-of-pocket health expenditure (% of total expenditure on health)",
> "Out-of-school children of primary school age, both sexes (number)",
> "Out-of-school children of primary school age, female (number)",
> "Out-of-school children of primary school age, male (number)",
> "Overall level of statistical capacity (scale 0 - 100)", "Part time
> employment, female (% of total female employment)",
> "Part time employment, female (% of total part time employment)",
> "Part time employment, male (% of total male employment)", "Part time
> employment, total (% of total employment)",
> "Patent applications, nonresidents", "Patent applications, residents",
> "Percentage of enrolment in primary education in private institutions
> (%)",
> "Percentage of enrolment in secondary education in private
> institutions (%)",
> "Percentage of female teachers in primary education who are trained,
> female (%)",
> "Percentage of male teachers in primary education who are trained,
> male (%)",
> "Percentage of repeaters in primary education, all grades, both sexes
> (%)",
> "Percentage of repeaters in primary education, all grades, female (%)",
> "Percentage of repeaters in primary education, all grades, male (%)",
> "Percentage of repeaters in secondary general education, all grades,
> both sexes (%)",
> "Percentage of repeaters in secondary general education, all grades,
> female (%)",
> "Percentage of repeaters in secondary general education, all grades,
> male (%)",
> "Percentage of students in primary education who are female (%)",
> "Percentage of students in secondary education who are female (%)",
> "Percentage of students in secondary general education who are female
> (%)",
> "Percentage of students in secondary vocational education who are
> female (%)",
> "Percentage of teachers in primary education who are female (%)",
> "Percentage of teachers in primary education who are trained, both
> sexes (%)",
> "Percentage of teachers in secondary education who are female (%)",
> "Percentage of teachers in tertiary education who are female (%)",
> "Periodicity and timeliness assessment of statistical capacity (scale
> 0 - 100)",
> "Permanent cropland (% of land area)", "Personal remittances, paid
> (current US$)",
> "Personal remittances, received (% of GDP)", "Personal remittances,
> received (current US$)",
> "Personal transfers, receipts (BoP, current US$)", "PFC gas emissions
> (thousand metric tons of CO2 equivalent)",
> "Physicians (per 1,000 people)", "Plant species (higher), threatened",
> "PM2.5 air pollution, mean annual exposure (micrograms per cubic meter)",
> "PM2.5 air pollution, population exposed to levels exceeding WHO
> guideline value (% of total)",
> "PNG, bonds (AMT, current US$)", "PNG, bonds (DIS, current US$)",
> "PNG, bonds (DOD, current US$)", "PNG, bonds (INT, current US$)",
> "PNG, bonds (NFL, current US$)", "PNG, bonds (NTR, current US$)",
> "PNG, bonds (TDS, current US$)", "PNG, commercial banks and other
> creditors (AMT, current US$)",
> "PNG, commercial banks and other creditors (DIS, current US$)",
> "PNG, commercial banks and other creditors (DOD, current US$)",
> "PNG, commercial banks and other creditors (INT, current US$)",
> "PNG, commercial banks and other creditors (NFL, current US$)",
> "PNG, commercial banks and other creditors (NTR, current US$)",
> "PNG, commercial banks and other creditors (TDS, current US$)",
> "Point-of-sale terminals (per 100,000 adults)", "Population ages 65
> and above (% of total)",
> "Population density (people per sq. km of land area)", "Population
> growth (annual %)",
> "Population in largest city", "Population in the largest city (% of
> urban population)",
> "Population in urban agglomerations of more than 1 million",
> "Population in urban agglomerations of more than 1 million (% of total
> population)",
> "Population living in areas where elevation is below 5 meters (% of
> total population)",
> "Population, ages 0-14 (% of total)", "Population, ages 15-64 (% of
> total)",
> "Population, female (% of total)", "Population, total", "Portfolio
> equity, net inflows (BoP, current US$)",
> "Portfolio investment, bonds (PPG + PNG) (NFL, current US$)",
> "Portfolio Investment, net (BoP, current US$)", "Poverty gap at $1.90
> a day (2011 PPP) (%)",
> "Poverty gap at $3.10 a day (2011 PPP) (%)", "Poverty headcount ratio
> at $1.90 a day (2011 PPP) (% of population)",
> "Poverty headcount ratio at $3.10 a day (2011 PPP) (% of population)",
> "Poverty headcount ratio at national poverty lines (% of population)",
> "Power outages in firms in a typical month (number)", "PPG, bilateral
> (AMT, current US$)",
> "PPG, bilateral (DIS, current US$)", "PPG, bilateral (DOD, current US$)",
> "PPG, bilateral (INT, current US$)", "PPG, bilateral (NTR, current US$)",
> "PPG, bilateral (TDS, current US$)", "PPG, bilateral concessional
> (AMT, current US$)",
> "PPG, bilateral concessional (DIS, current US$)", "PPG, bilateral
> concessional (DOD, current US$)",
> "PPG, bilateral concessional (INT, current US$)", "PPG, bilateral
> concessional (NFL, current US$)",
> "PPG, bilateral concessional (NTR, current US$)", "PPG, bilateral
> concessional (TDS, current US$)",
> "PPG, bonds (AMT, current US$)", "PPG, bonds (DIS, current US$)",
> "PPG, bonds (DOD, current US$)", "PPG, bonds (INT, current US$)",
> "PPG, bonds (NFL, current US$)", "PPG, bonds (NTR, current US$)",
> "PPG, bonds (TDS, current US$)", "PPG, commercial banks (AMT, current
> US$)",
> "PPG, commercial banks (DIS, current US$)", "PPG, commercial banks
> (DOD, current US$)",
> "PPG, commercial banks (INT, current US$)", "PPG, commercial banks
> (NFL, current US$)",
> "PPG, commercial banks (NTR, current US$)", "PPG, commercial banks
> (TDS, current US$)",
> "PPG, IBRD (AMT, current US$)", "PPG, IBRD (DIS, current US$)",
> "PPG, IBRD (DOD, current US$)", "PPG, IBRD (INT, current US$)",
> "PPG, IBRD (NTR, current US$)", "PPG, IBRD (TDS, current US$)",
> "PPG, IDA (AMT, current US$)", "PPG, IDA (DIS, current US$)",
> "PPG, IDA (DOD, current US$)", "PPG, IDA (INT, current US$)",
> "PPG, IDA (NTR, current US$)", "PPG, IDA (TDS, current US$)",
> "PPG, multilateral (AMT, current US$)", "PPG, multilateral (DIS,
> current US$)",
> "PPG, multilateral (DOD, current US$)", "PPG, multilateral (INT,
> current US$)",
> "PPG, multilateral (NTR, current US$)", "PPG, multilateral
> concessional (AMT, current US$)",
> "PPG, multilateral concessional (DIS, current US$)", "PPG,
> multilateral concessional (DOD, current US$)",
> "PPG, multilateral concessional (INT, current US$)", "PPG,
> multilateral concessional (NFL, current US$)",
> "PPG, multilateral concessional (NTR, current US$)", "PPG,
> multilateral concessional (TDS, current US$)",
> "PPG, official creditors (AMT, current US$)", "PPG, official creditors
> (DIS, current US$)",
> "PPG, official creditors (DOD, current US$)", "PPG, official creditors
> (INT, current US$)",
> "PPG, official creditors (NFL, current US$)", "PPG, official creditors
> (NTR, current US$)",
> "PPG, official creditors (TDS, current US$)", "PPG, other private
> creditors (AMT, current US$)",
> "PPG, other private creditors (DIS, current US$)", "PPG, other private
> creditors (DOD, current US$)",
> "PPG, other private creditors (INT, current US$)", "PPG, other private
> creditors (NFL, current US$)",
> "PPG, other private creditors (NTR, current US$)", "PPG, other private
> creditors (TDS, current US$)",
> "PPG, private creditors (AMT, current US$)", "PPG, private creditors
> (DIS, current US$)",
> "PPG, private creditors (DOD, current US$)", "PPG, private creditors
> (INT, current US$)",
> "PPG, private creditors (NFL, current US$)", "PPG, private creditors
> (NTR, current US$)",
> "PPG, private creditors (TDS, current US$)", "PPP conversion factor,
> GDP (LCU per international $)",
> "PPP conversion factor, private consumption (LCU per international $)",
> "Pregnant women receiving prenatal care (%)", "Present value of
> external debt (% of exports of goods, services and primary income)",
> "Present value of external debt (% of GNI)", "Present value of
> external debt (current US$)",
> "Prevalence of anemia among children (% of children under 5)",
> "Prevalence of anemia among non-pregnant women (% of women ages 15-49)",
> "Prevalence of anemia among pregnant women (%)", "Prevalence of HIV,
> female (% ages 15-24)",
> "Prevalence of HIV, male (% ages 15-24)", "Prevalence of HIV, total (%
> of population ages 15-49)",
> "Prevalence of overweight, weight for height (% of children under 5)",
> "Prevalence of overweight, weight for height, female (% of children
> under 5)",
> "Prevalence of overweight, weight for height, male (% of children
> under 5)",
> "Prevalence of severe wasting, weight for height (% of children under
> 5)",
> "Prevalence of severe wasting, weight for height, female (% of
> children under 5)",
> "Prevalence of severe wasting, weight for height, male (% of children
> under 5)",
> "Prevalence of stunting, height for age (% of children under 5)",
> "Prevalence of stunting, height for age, female (% of children under 5)",
> "Prevalence of stunting, height for age, male (% of children under 5)",
> "Prevalence of underweight, weight for age (% of children under 5)",
> "Prevalence of underweight, weight for age, female (% of children
> under 5)",
> "Prevalence of underweight, weight for age, male (% of children under
> 5)",
> "Prevalence of wasting, weight for height (% of children under 5)",
> "Prevalence of wasting, weight for height, female (% of children under
> 5)",
> "Prevalence of wasting, weight for height, male (% of children under 5)",
> "Price level ratio of PPP conversion factor (GDP) to market exchange
> rate",
> "Primary completion rate, both sexes (%)", "Primary completion rate,
> female (%)",
> "Primary completion rate, male (%)", "Primary income on FDI, payments
> (current US$)",
> "Primary income payments (BoP, current US$)", "Primary income receipts
> (BoP, current US$)",
> "Primary to secondary general education transition rate, both sexes (%)",
> "Primary to secondary general education transition rate, female (%)",
> "Primary to secondary general education transition rate, male (%)",
> "Principal arrears, long-term DOD (US$)", "Principal arrears, official
> creditors (current US$)",
> "Principal arrears, private creditors (current US$)", "Principal
> forgiven (current US$)",
> "Principal repayments on external debt, long-term (AMT, current US$)",
> "Principal repayments on external debt, long-term + IMF (AMT, current
> US$)",
> "Principal repayments on external debt, private nonguaranteed (PNG)
> (AMT, current US$)",
> "Principal repayments on external debt, public and publicly guaranteed
> (PPG) (AMT, current US$)",
> "Principal rescheduled (current US$)", "Principal rescheduled,
> official (current US$)",
> "Principal rescheduled, private (current US$)", "Private credit bureau
> coverage (% of adults)",
> "Procedures to build a warehouse (number)", "Procedures to register
> property (number)",
> "Profit tax (% of commercial profits)", "Proportion of seats held by
> women in national parliaments (%)",
> "Public and publicly guaranteed debt service (% of exports of goods,
> services and primary income)",
> "Public and publicly guaranteed debt service (% of GNI)", "Public
> credit registry coverage (% of adults)",
> "Pump price for diesel fuel (US$ per liter)", "Pump price for gasoline
> (US$ per liter)",
> "Pupil-teacher ratio in primary education (headcount basis)",
> "Pupil-teacher ratio in secondary education (headcount basis)",
> "Quality of port infrastructure, WEF (1=extremely underdeveloped to
> 7=well developed and efficient by international standards)",
> "Quasi money (current LCU)", "Rail lines (total route-km)", "Railways,
> goods transported (million ton-km)",
> "Railways, passengers carried (million passenger-km)", "Ratio of
> female to male labor force participation rate (%) (modeled ILO
> estimate)",
> "Ratio of female to male labor force participation rate (%) (national
> estimate)",
> "Real effective exchange rate index (2010 = 100)", "Real interest rate
> (%)",
> "Refugee population by country or territory of asylum", "Refugee
> population by country or territory of origin",
> "Renewable electricity output (% of total electricity output)",
> "Renewable energy consumption (% of total final energy consumption)",
> "Renewable internal freshwater resources per capita (cubic meters)",
> "Renewable internal freshwater resources, total (billion cubic meters)",
> "Research and development expenditure (% of GDP)", "Researchers in R&D
> (per million people)",
> "Reserves and related items (BoP, current US$)", "Residual, debt
> stock-flow reconciliation (current US$)",
> "Revenue, excluding grants (% of GDP)", "Revenue, excluding grants
> (current LCU)",
> "Risk premium on lending (lending rate minus treasury bill rate, %)",
> "Rural population", "Rural population (% of total population)",
> "Rural population growth (annual %)", "S&P Global Equity Indices
> (annual % change)",
> "Scientific and technical journal articles", "Secondary income
> receipts (BoP, current US$)",
> "Secondary income, other sectors, payments (BoP, current US$)",
> "Secure Internet servers", "Secure Internet servers (per 1 million
> people)",
> "Self-employed, female (% of females employed)", "Self-employed, male
> (% of males employed)",
> "Self-employed, total (% of total employed)", "Service exports (BoP,
> current US$)",
> "Service imports (BoP, current US$)", "Services, etc., value added (%
> of GDP)",
> "Services, etc., value added (annual % growth)", "Services, etc.,
> value added (constant 2005 US$)",
> "Services, etc., value added (constant LCU)", "Services, etc., value
> added (current LCU)",
> "Services, etc., value added (current US$)", "SF6 gas emissions
> (thousand metric tons of CO2 equivalent)",
> "Share of tariff lines with international peaks, all products (%)",
> "Share of tariff lines with international peaks, manufactured products
> (%)",
> "Share of tariff lines with international peaks, primary products (%)",
> "Share of tariff lines with specific rates, all products (%)",
> "Share of tariff lines with specific rates, manufactured products (%)",
> "Share of tariff lines with specific rates, primary products (%)",
> "Share of women in wage employment in the nonagricultural sector (% of
> total nonagricultural employment)",
> "Share of youth not in education, employment, or training, female (%
> of female youth population)",
> "Share of youth not in education, employment, or training, male (% of
> male youth population)",
> "Share of youth not in education, employment, or training, total (% of
> youth population)",
> "Short-term debt (% of exports of goods, services and primary income)",
> "Short-term debt (% of total external debt)", "Short-term debt (% of
> total reserves)",
> "Smoking prevalence, females (% of adults)", "Smoking prevalence,
> males (% of adults)",
> "Social contributions (% of revenue)", "Social contributions (current
> LCU)",
> "Source data assessment of statistical capacity (scale 0 - 100)",
> "Start-up procedures to register a business (number)", "Stocks traded,
> total value (% of GDP)",
> "Stocks traded, total value (current US$)", "Stocks traded, turnover
> ratio of domestic shares (%)",
> "Strength of legal rights index (0=weak to 12=strong)", "Subsidies and
> other transfers (% of expense)",
> "Subsidies and other transfers (current LCU)", "Surface area (sq. km)",
> "Survey mean consumption or income per capita, bottom 40% of
> population (2011 PPP $ per day)",
> "Survey mean consumption or income per capita, total population (2011
> PPP $ per day)",
> "Survival rate to Grade 5 of primary education, both sexes (%)",
> "Survival rate to Grade 5 of primary education, female (%)",
> "Survival rate to Grade 5 of primary education, male (%)", "Survival
> rate to the last grade of primary education, both sexes (%)",
> "Survival rate to the last grade of primary education, female (%)",
> "Survival rate to the last grade of primary education, male (%)",
> "Survival to age 65, female (% of cohort)", "Survival to age 65, male
> (% of cohort)",
> "Tariff rate, applied, simple mean, all products (%)", "Tariff rate,
> applied, simple mean, manufactured products (%)",
> "Tariff rate, applied, simple mean, primary products (%)", "Tariff
> rate, applied, weighted mean, all products (%)",
> "Tariff rate, applied, weighted mean, manufactured products (%)",
> "Tariff rate, applied, weighted mean, primary products (%)",
> "Tariff rate, most favored nation, simple mean, all products (%)",
> "Tariff rate, most favored nation, simple mean, manufactured products
> (%)",
> "Tariff rate, most favored nation, simple mean, primary products (%)",
> "Tariff rate, most favored nation, weighted mean, all products (%)",
> "Tariff rate, most favored nation, weighted mean, manufactured
> products (%)",
> "Tariff rate, most favored nation, weighted mean, primary products (%)",
> "Tax payments (number)", "Tax revenue (% of GDP)", "Tax revenue
> (current LCU)",
> "Taxes on exports (% of tax revenue)", "Taxes on exports (current LCU)",
> "Taxes on goods and services (% of revenue)", "Taxes on goods and
> services (% value added of industry and services)",
> "Taxes on goods and services (current LCU)", "Taxes on income, profits
> and capital gains (% of revenue)",
> "Taxes on income, profits and capital gains (% of total taxes)",
> "Taxes on income, profits and capital gains (current LCU)", "Taxes on
> international trade (% of revenue)",
> "Taxes on international trade (current LCU)", "Teachers in primary
> education, both sexes (number)",
> "Teachers in secondary education, both sexes (number)", "Teachers in
> secondary education, female (number)",
> "Technical cooperation grants (BoP, current US$)", "Technicians in R&D
> (per million people)",
> "Teenage mothers (% of women ages 15-19 who have had children or are
> currently pregnant)",
> "Terms of trade adjustment (constant LCU)", "Terrestrial and marine
> protected areas (% of total territorial area)",
> "Terrestrial protected areas (% of total land area)", "Textiles and
> clothing (% of value added in manufacturing)",
> "Theoretical duration of primary education (years)", "Theoretical
> duration of secondary education (years)",
> "Time required to build a warehouse (days)", "Time required to enforce
> a contract (days)",
> "Time required to get electricity (days)", "Time required to obtain an
> operating license (days)",
> "Time required to register property (days)", "Time required to start a
> business (days)",
> "Time spent dealing with the requirements of government regulations (%
> of senior management time)",
> "Time to export (days)", "Time to import (days)", "Time to prepare and
> pay taxes (hours)",
> "Time to resolve insolvency (years)", "Total amount of debt
> rescheduled (current US$)",
> "Total change in external debt stocks (current US$)", "Total debt
> service (% of exports of goods, services and primary income)",
> "Total debt service (% of GNI)", "Total natural resources rents (% of
> GDP)",
> "Total reserves (% of total external debt)", "Total reserves (includes
> gold, current US$)",
> "Total reserves in months of imports", "Total reserves minus gold
> (current US$)",
> "Total tax rate (% of commercial profits)", "Trade (% of GDP)",
> "Trade in services (% of GDP)", "Trademark applications, direct
> nonresident",
> "Trademark applications, direct resident", "Trademark applications,
> total",
> "Transport services (% of commercial service exports)", "Transport
> services (% of commercial service imports)",
> "Transport services (% of service exports, BoP)", "Transport services
> (% of service imports, BoP)",
> "Travel services (% of commercial service exports)", "Travel services
> (% of commercial service imports)",
> "Travel services (% of service exports, BoP)", "Travel services (% of
> service imports, BoP)",
> "Tuberculosis case detection rate (%, all forms)", "Tuberculosis
> treatment success rate (% of new cases)",
> "Undisbursed external debt, official creditors (UND, current US$)",
> "Undisbursed external debt, private creditors (UND, current US$)",
> "Undisbursed external debt, total (UND, current US$)", "Unemployment
> with primary education (% of total unemployment)",
> "Unemployment with primary education, female (% of female unemployment)",
> "Unemployment with primary education, male (% of male unemployment)",
> "Unemployment with secondary education (% of total unemployment)",
> "Unemployment with secondary education, female (% of female
> unemployment)",
> "Unemployment with secondary education, male (% of male unemployment)",
> "Unemployment with tertiary education (% of total unemployment)",
> "Unemployment with tertiary education, female (% of female
> unemployment)",
> "Unemployment with tertiary education, male (% of male unemployment)",
> "Unemployment, female (% of female labor force)", "Unemployment,
> female (% of female labor force) (national estimate)",
> "Unemployment, male (% of male labor force)", "Unemployment, male (%
> of male labor force) (national estimate)",
> "Unemployment, total (% of total labor force)", "Unemployment, total
> (% of total labor force) (national estimate)",
> "Unemployment, youth female (% of female labor force ages 15-24)
> (modeled ILO estimate)",
> "Unemployment, youth female (% of female labor force ages 15-24)
> (national estimate)",
> "Unemployment, youth male (% of male labor force ages 15-24) (modeled
> ILO estimate)",
> "Unemployment, youth male (% of male labor force ages 15-24) (national
> estimate)",
> "Unemployment, youth total (% of total labor force ages 15-24)
> (modeled ILO estimate)",
> "Unemployment, youth total (% of total labor force ages 15-24)
> (national estimate)",
> "Unmet need for contraception (% of married women ages 15-49)",
> "Urban population", "Urban population (% of total)", "Urban population
> growth (annual %)",
> "Use of IMF credit (DOD, current US$)", "Value lost due to electrical
> outages (% of sales)",
> "Vulnerable employment, female (% of female employment)", "Vulnerable
> employment, male (% of male employment)",
> "Vulnerable employment, total (% of total employment)", "Wage and
> salaried workers, female (% of females employed)",
> "Wage and salaried workers, total (% of total employed)", "Wage and
> salary workers, male (% of males employed)",
> "Wanted fertility rate (births per woman)", "Water productivity, total
> (constant 2005 US$ GDP per cubic meter of total freshwater withdrawal)",
> "Wholesale price index (2010 = 100)", "Women's share of population
> ages 15+ living with HIV (%)",
> "Youth literacy rate, population 15-24 years, both sexes (%)",
> "Youth literacy rate, population 15-24 years, female (%)", "Youth
> literacy rate, population 15-24 years, gender parity index (GPI)",
> "Youth literacy rate, population 15-24 years, male (%)"), class =
> "factor"),
> Year = c(1960L, 1962L, 1963L, 1965L, 1968L, 1965L, 1965L,
> 1968L, 1962L, 1964L, 1962L, 1965L, 1964L, 1962L, 1960L, 1962L,
> 1968L, 1965L, 1965L, 1967L, 1966L, 1965L, 1963L, 1964L, 1961L
> )), class = "data.frame", row.names = c("34", "6299", "9798",
> "16849", "28474", "16882", "16880", "28573", "6325", "13377",
> "6301", "16863", "13369", "6245", "85", "6249", "28476", "16849.1",
> "16844", "24689", "20818", "16981", "9795", "13373", "3031"))
>
> Preciso a partir de cada nível da variável IndicatorName criar uma
> nova variável com os valores de Value:
> Por exempo:
> o nível da variável IndicatorName=='Mobile cellular subscriptions'
> seria uma nova variável:
>
> v1<-dado$Value[dados$IndicatorName=='Mobile cellular subscriptions']
> e assi por diante para cada um dos outros níveis que a variável
> IndicatorName recebe.
>
> Como posso fazer isso de uma vez só?
>
> Obrigado!
>
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