From 0efc8dc9847a26a6232a49802a213d6b1f1b640e Mon Sep 17 00:00:00 2001 From: Data Commons Date: Wed, 10 Jan 2024 10:16:17 -0800 Subject: [PATCH] Data Refresh and schema CL for World Development Indicators Import. PiperOrigin-RevId: 597285769 --- core/dcschema.mcf | 35 ++++++++++ core/measurement_methods.mcf | 8 +++ stat_vars/manual_wdi_stat_vars.mcf | 102 ++++++++++++++++++++++++++++- 3 files changed, 144 insertions(+), 1 deletion(-) diff --git a/core/dcschema.mcf b/core/dcschema.mcf index f4bd06f99..8d4e9ff58 100644 --- a/core/dcschema.mcf +++ b/core/dcschema.mcf @@ -1989,6 +1989,41 @@ name: "DeathsPer1000Persons" dcid: "DeathsPer1000Persons" description: "A unit death per one thousand persons." +Node: dcid:Per100000Females +typeOf: dcs:UnitOfMeasure +name: "Per 100k females" +description: "Per 100000 female population." + +Node: dcid:Per100000Males +typeOf: dcs:UnitOfMeasure +name: "Per 100k males" +description: "Per 100000 male population." + +Node: dcid:Per100000Persons +typeOf: dcs:UnitOfMeasure +name: "Per 100k people" +description: "Per 100000 population." + +Node: dcid:Per1000LiveBirths +typeOf: dcs:UnitOfMeasure +name: "Per 1000 live births" +description: "Per 1000 live birth event." + +Node: dcid:Per1000MaleLiveBirths +typeOf: dcs:UnitOfMeasure +name: "Per 1000 male live births" +description: "Per 1000 male live birth event." + +Node: dcid:Per1000FemaleLiveBirths +typeOf: dcs:UnitOfMeasure +name: "Per 1000 female live births" +description: "Per 1000 female live birth event." + +Node: dcid:Per1000Persons +typeOf: dcs:UnitOfMeasure +name: "Per 1000 people" +description: "Per 1000 population." + Node: Second typeOf: dcid:TimeUnitOfMeasure name: "Second" diff --git a/core/measurement_methods.mcf b/core/measurement_methods.mcf index 45602f356..a2f4dd78f 100644 --- a/core/measurement_methods.mcf +++ b/core/measurement_methods.mcf @@ -331,3 +331,11 @@ Node: dcid:EDA_Estimate subClassOf: dcs:MeasurementMethodEnum description: "Measurement methods used solely for estimating the statistics for Economic Development Administration (EDA) under various entities." typeOf: schema:Class + +Node: dcid:InternationalLaborOrganization +name: "International Labor Organization" +typeOf: dcs:MeasurementMethodEnum + +Node: dcid:WorldBankWeightedAverage +name: "World Bank Weighted Average" +typeOf: dcs:MeasurementMethodEnum diff --git a/stat_vars/manual_wdi_stat_vars.mcf b/stat_vars/manual_wdi_stat_vars.mcf index 9c08ca475..0aadc1a68 100644 --- a/stat_vars/manual_wdi_stat_vars.mcf +++ b/stat_vars/manual_wdi_stat_vars.mcf @@ -11,6 +11,8 @@ gender: dcid:Male typeOf: dcid:StatisticalVariable measurementDenominator: dcid:Count_Person_Upto4Years_Male statType: dcid:measuredValue +name: "Fraction of Males Younger than 5 Years with Wasting" +description: "Prevalence of wasting, male,is the proportion of boys under age 5 whose weight for height is more than two standard deviations below the median for the international reference population ages 0-59. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_Person_25OrMoreYears_Male_MastersDegreeOrHigher_AsFractionOf_Count_Person_25OrMoreYears_Male @@ -22,6 +24,8 @@ age: dcid:Years25Onwards measuredProperty: dcid:count educationalAttainment: dcid:MastersDegreeOrHigher gender: dcid:Male +name: "Fraction of 25+ Years Old Males with Masters Degree or Higher" +description: "The percentage of population ages 25 and over that attained or completed Master's or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Amount_Remittance_InwardRemittance @@ -31,6 +35,7 @@ populationType: dcid:Remittance measuredProperty: dcid:amount transferType: dcid:InwardRemittance name: "Inward Remittances" +description: "Personal remittances comprise personal transfers and compensation of employees. Personal transfers consist of all current transfers in cash or in kind made or received by resident households to or from nonresident households. Personal transfers thus include all current transfers between resident and nonresident individuals. Compensation of employees refers to the income of border, seasonal, and other short-term workers who are employed in an economy where they are not resident and of residents employed by nonresident entities. Data are the sum of two items defined in the sixth edition of the IMF's Balance of Payments Manual: personal transfers and compensation of employees. Data are in current U.S. dollars. World Bank staff estimates based on IMF balance of payments data." Node: dcid:Count_Person_Rural @@ -40,6 +45,7 @@ placeOfResidenceClassification: dcid:Rural typeOf: dcid:StatisticalVariable populationType: dcid:Person name: "Population Living in Rural Areas" +description: "Rural population refers to people living in rural areas as defined by national statistical offices. It is calculated as the difference between total population and urban population. Aggregation of urban and rural population may not add up to total population because of different country coverages. World Bank staff estimates based on the United Nations Population Division's World Urbanization Prospects: 2018 Revision." Node: dcid:Count_Person_7To14Years_Employed_AsFractionOf_Count_Person_7To14Years @@ -50,6 +56,8 @@ measurementDenominator: dcid:Count_Person_7To14Years typeOf: dcid:StatisticalVariable statType: dcid:measuredValue populationType: dcid:Person +name: "Fraction of 7 - 14 Year Olds who are Employed" +description: "Children in employment refer to children involved in economic activity for at least one hour in the reference week of the survey. Understanding Children's Work project based on data from ILO, UNICEF and the World Bank." Node: dcid:Count_Person_25OrMoreYears_MastersDegreeOrHigher_AsFractionOf_Count_Person_25OrMoreYears @@ -60,6 +68,8 @@ educationalAttainment: dcid:MastersDegreeOrHigher statType: dcid:measuredValue measurementDenominator: dcid:Count_Person_25OrMoreYears measuredProperty: dcid:count +name: "Fraction of 25+ Years Old People with Masters Degree or Higher" +description: "The percentage of population ages 25 and over that attained or completed Master's or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_7To14Years_Female_Employed_AsFractionOf_Count_Person_7To14Years_Female @@ -71,6 +81,8 @@ measurementDenominator: dcid:Count_Person_7To14Years_Female age: dcid:Years7To14 populationType: dcid:Person gender: dcid:Female +name: "Fraction of 7 - 14 Years Old Females who are Employed" +description: "Children in employment refer to children involved in economic activity for at least one hour in the reference week of the survey. Understanding Children's Work project based on data from ILO, UNICEF and the World Bank." Node: dcid:Count_Person_Upto4Years_Female_Wasting_AsFractionOf_Count_Person_Upto4Years_Female @@ -82,6 +94,8 @@ populationType: dcid:Person medicalCondition: dcid:Wasting measuredProperty: dcid:count statType: dcid:measuredValue +name: "Fraction of Females Younger than 5 Years with Wasting" +description: "Prevalence of wasting, female, is the proportion of girls under age 5 whose weight for height is more than two standard deviations below the median for the international reference population ages 0-59. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_Death_0Years @@ -90,6 +104,8 @@ measuredProperty: dcid:count populationType: dcid:MortalityEvent statType: dcid:measuredValue age: dcid:Years0 +name: "Number of Infant Deaths" +description: "Number of infants dying before reaching one year of age. Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org." Node: dcid:Count_Person_25OrMoreYears_Male_DoctorateDegree_AsFractionOf_Count_Person_25OrMoreYears_Male @@ -101,6 +117,8 @@ statType: dcid:measuredValue populationType: dcid:Person age: dcid:Years25Onwards measurementDenominator: dcid:Count_Person_25OrMoreYears_Male +name: "Fraction of 25+ Years Old Males with Doctorate Degree" +description: "The percentage of population ages 25 and over that attained or completed Doctoral or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_15To64Years_InLaborForce_AsFractionOf_Count_Person_15To64Years @@ -112,6 +130,7 @@ age: dcid:Years15To64 statType: dcid:measuredValue populationType: dcid:Person name: "Percent of Working Age Population in the Labor Force" +description: "Labor force participation rate is the proportion of the population ages 15-64 that is economically active: all people who supply labor for the production of goods and services during a specified period. International Labour Organization, ILOSTAT database. Data retrieved in March 1, 2020." Node: dcid:Count_Person_Upto4Years_SevereWasting_AsFractionOf_Count_Person_Upto4Years @@ -123,6 +142,7 @@ medicalCondition: dcid:SevereWasting populationType: dcid:Person statType: dcid:measuredValue name: "Percent of Children Younger Than 4 With Severe Cachexia (Wasting Syndrome)" +description: "Prevalence of severe wasting is the proportion of children under age 5 whose weight for height is more than three standard deviations below the median for the international reference population ages 0-59. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_CriminalActivities_MurderAndNonNegligentManslaughter_AsFractionOf_Count_Person @@ -133,6 +153,7 @@ populationType: dcid:CriminalActivities measurementDenominator: dcid:Count_Person crimeType: dcid:MurderAndNonNegligentManslaughter name: "Murder and Non Negligent Manslaughter Cases Per Capita" +description: "Intentional homicides are estimates of unlawful homicides purposely inflicted as a result of domestic disputes, interpersonal violence, violent conflicts over land resources, intergang violence over turf or control, and predatory violence and killing by armed groups. Intentional homicide does not include all intentional killing; the difference is usually in the organization of the killing. Individuals or small groups usually commit homicide, whereas killing in armed conflict is usually committed by fairly cohesive groups of up to several hundred members and is thus usually excluded. UN Office on Drugs and Crime's International Homicide Statistics database." Node: dcid:Amount_EconomicActivity_ExpenditureActivity_EducationExpenditure_Government_AsFractionOf_Amount_EconomicActivity_GrossDomesticProduction_Nominal @@ -145,6 +166,7 @@ expensor: dcid:Government expenditureType: dcid:EducationExpenditure populationType: dcid:EconomicActivity name: "Percent of Nominal GDP Spent on Education" +description: "General government expenditure on education (current, capital, and transfers) is expressed as a percentage of GDP. It includes expenditure funded by transfers from international sources to government. General government usually refers to local, regional and central governments. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_25OrMoreYears_Female_BachelorsDegreeOrHigher_AsFractionOf_Count_Person_25OrMoreYears_Female @@ -156,6 +178,8 @@ statType: dcid:measuredValue educationalAttainment: dcid:BachelorsDegreeOrHigher measuredProperty: dcid:count populationType: dcid:Person +name: "Fraction of 25+ Years Old Females with Bachelors Degree or Higher" +description: "The percentage of population ages 25 and over that attained or completed Bachelor's or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_25OrMoreYears_Female_TertiaryEducation_AsFractionOf_Count_Person_25OrMoreYears_Female @@ -167,6 +191,8 @@ populationType: dcid:Person measurementDenominator: dcid:Count_Person_25OrMoreYears_Female educationalAttainment: dcid:TertiaryEducation age: dcid:Years25Onwards +name: "Fraction of 25+ Years Old Females with Tertiary Education" +description: "The percentage of population ages 25 and over that attained or completed short-cycle tertiary education. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Amount_EconomicActivity_ExpenditureActivity_HealthcareExpenditure_AsFractionOf_Count_Person @@ -178,6 +204,7 @@ typeOf: dcid:StatisticalVariable statType: dcid:measuredValue activitySource: dcid:ExpenditureActivity name: "Healthcare Expenditure Per Person" +description: "Current expenditures on health per capita in current US dollars. Estimates of current health expenditures include healthcare goods and services consumed during each year. World Health Organization Global Health Expenditure database (http://apps.who.int/nha/database)." Node: dcid:Count_Death_IntentionalSelfHarm_AsFractionOf_Count_Person @@ -187,6 +214,8 @@ typeOf: dcid:StatisticalVariable measurementDenominator: dcid:Count_Person causeOfDeath: dcid:ICD10/X60-X84 statType: dcid:measuredValue +name: "Suicide Mortality Rate" +description: "Suicide mortality rate is the number of suicide deaths in a year per 100,000 population. Crude suicide rate (not age-adjusted). World Health Organization, Global Health Observatory Data Repository (http://apps.who.int/ghodata/)." Node: dcid:Count_Death_0Years_AsFractionOf_Count_BirthEvent_LiveBirth @@ -197,6 +226,7 @@ age: dcid:Years0 typeOf: dcid:StatisticalVariable measuredProperty: dcid:count name: "Infant Mortality Rate" +description: "Infant mortality rate is the number of infants dying before reaching one year of age, per 1,000 live births in a given year. Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org." Node: dcid:Count_Person_25OrMoreYears_BachelorsDegreeOrHigher_AsFractionOf_Count_Person_25OrMoreYears @@ -207,6 +237,8 @@ measurementDenominator: dcid:Count_Person_25OrMoreYears statType: dcid:measuredValue age: dcid:Years25Onwards typeOf: dcid:StatisticalVariable +name: "Fraction of 25+ Years Old People with Bachelors Degree or Higher" +description: "The percentage of population ages 25 and over that attained or completed Bachelor's or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Amount_Stock @@ -215,6 +247,7 @@ measuredProperty: dcid:amount typeOf: dcid:StatisticalVariable populationType: dcid:Stock name: "Stock Value" +description: "Market capitalization (also known as market value) is the share price times the number of shares outstanding (including their several classes) for listed domestic companies. Investment funds, unit trusts, and companies whose only business goal is to hold shares of other listed companies are excluded. Data are end of year values converted to U.S. dollars using corresponding year-end foreign exchange rates. World Federation of Exchanges database." Node: dcid:Amount_EconomicActivity_ExpenditureActivity_EducationExpenditure_Government_AsFractionOf_Amount_EconomicActivity_ExpenditureActivity_Government @@ -227,6 +260,7 @@ activitySource: dcid:ExpenditureActivity statType: dcid:measuredValue populationType: dcid:EconomicActivity name: "Percent of Total Government Expenditure Spent on Education" +description: "General government expenditure on education (current, capital, and transfers) is expressed as a percentage of total general government expenditure on all sectors (including health, education, social services, etc.). It includes expenditure funded by transfers from international sources to government. General government usually refers to local, regional and central governments. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_25OrMoreYears_Male_BachelorsDegreeOrHigher_AsFractionOf_Count_Person_25OrMoreYears_Male @@ -238,6 +272,8 @@ typeOf: dcid:StatisticalVariable measuredProperty: dcid:count age: dcid:Years25Onwards populationType: dcid:Person +name: "Fraction of 25+ Years Old Males with Bachelors Degree or Higher" +description: "The percentage of population ages 25 and over that attained or completed Bachelor's or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:GiniIndex_EconomicActivity @@ -246,6 +282,7 @@ measuredProperty: dcid:giniIndex statType: dcid:measuredValue populationType: dcid:EconomicActivity name: "Gini Index of Economic Activity of a Population" +description: "Gini index measures the extent to which the distribution of income (or, in some cases, consumption expenditure) among individuals or households within an economy deviates from a perfectly equal distribution. A Lorenz curve plots the cumulative percentages of total income received against the cumulative number of recipients, starting with the poorest individual or household. The Gini index measures the area between the Lorenz curve and a hypothetical line of absolute equality, expressed as a percentage of the maximum area under the line. Thus a Gini index of 0 represents perfect equality, while an index of 100 implies perfect inequality. World Bank, Development Research Group. Data are based on primary household survey data obtained from government statistical agencies and World Bank country departments. For more information and methodology, please see PovcalNet (http://iresearch.worldbank.org/PovcalNet/index.htm)." Node: dcid:Amount_EconomicActivity_ExpenditureActivity_MilitaryExpenditure_Government @@ -257,6 +294,7 @@ expensor: dcid:Government expenditureType: dcid:MilitaryExpenditure typeOf: dcid:StatisticalVariable name: "Government Expenditure on Military Activities" +description: "Military expenditures data from SIPRI are derived from the NATO definition, which includes all current and capital expenditures on the armed forces, including peacekeeping forces; defense ministries and other government agencies engaged in defense projects; paramilitary forces, if these are judged to be trained and equipped for military operations; and military space activities. Such expenditures include military and civil personnel, including retirement pensions of military personnel and social services for personnel; operation and maintenance; procurement; military research and development; and military aid (in the military expenditures of the donor country). Excluded are civil defense and current expenditures for previous military activities, such as for veterans' benefits, demobilization, conversion, and destruction of weapons. This definition cannot be applied for all countries, however, since that would require much more detailed information than is available about what is included in military budgets and off-budget military expenditure items. (For example, military budgets might or might not cover civil defense, reserves and auxiliary forces, police and paramilitary forces, dual-purpose forces such as military and civilian police, military grants in kind, pensions for military personnel, and social security contributions paid by one part of government to another). Stockholm International Peace Research Institute (SIPRI), Yearbook: Armaments, Disarmament and International Security." Node: dcid:Count_Person_15To64Years_Female_InLaborForce_AsFractionOf_Count_Person_15To64Years_Female @@ -268,6 +306,8 @@ age: dcid:Years15To64 gender: dcid:Female typeOf: dcid:StatisticalVariable measurementDenominator: dcid:Count_Person_15To64Years_Female +name: "Percent of Females Working Age Population in the Labor Force" +description: "Labor force participation rate is the proportion of the population ages 15-64 that is economically active: all people who supply labor for the production of goods and services during a specified period. International Labour Organization, ILOSTAT database. Data retrieved in March 1, 2020." Node: dcid:Amount_Remittance_OutwardRemittance @@ -277,6 +317,7 @@ populationType: dcid:Remittance statType: dcid:measuredValue measuredProperty: dcid:amount name: "Outward Remittances" +description: "Personal remittances comprise personal transfers and compensation of employees. Personal transfers consist of all current transfers in cash or in kind made or received by resident households to or from nonresident households. Personal transfers thus include all current transfers between resident and nonresident individuals. Compensation of employees refers to the income of border, seasonal, and other short-term workers who are employed in an economy where they are not resident and of residents employed by nonresident entities. Data are the sum of two items defined in the sixth edition of the IMF's Balance of Payments Manual: personal transfers and compensation of employees. Data are in current U.S. dollars. World Bank staff estimates based on IMF balance of payments data, and World Bank and OECD GDP estimates." Node: dcid:Amount_Consumption_Alcohol_15OrMoreYears_AsFractionOf_Count_Person_15OrMoreYears @@ -288,6 +329,7 @@ typeOf: dcid:StatisticalVariable measuredProperty: dcid:amount consumedThing: dcid:Alcohol name: "Percentage of Population Aged 15 Years or More Who Consume Alcohol" +description: "Total alcohol per capita consumption is defined as the total (sum of recorded and unrecorded alcohol) amount of alcohol consumed per person (15 years of age or older) over a calendar year, in litres of pure alcohol, adjusted for tourist consumption. World Health Organization, Global Health Observatory Data Repository (http://apps.who.int/ghodata/)." Node: dcid:Count_Person_25OrMoreYears_Female_MastersDegreeOrHigher_AsFractionOf_Count_Person_25OrMoreYears_Female @@ -299,6 +341,8 @@ educationalAttainment: dcid:MastersDegreeOrHigher measurementDenominator: dcid:Count_Person_25OrMoreYears_Female gender: dcid:Female age: dcid:Years25Onwards +name: "Fraction of 25+ Years Old Females with Masters Degree or Higher" +description: "The percentage of population ages 25 and over that attained or completed Master's or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Amount_Stock_AsFractionOf_Amount_EconomicActivity_GrossDomesticProduction_Nominal @@ -308,6 +352,7 @@ measurementDenominator: dcid:Amount_EconomicActivity_GrossDomesticProduction_Nom typeOf: dcid:StatisticalVariable statType: dcid:measuredValue name: "Stock Value as a Percentage of Nominal GDP" +description: "Market capitalization (also known as market value) is the share price times the number of shares outstanding (including their several classes) for listed domestic companies. Investment funds, unit trusts, and companies whose only business goal is to hold shares of other listed companies are excluded. Data are end of year values. World Federation of Exchanges database." Node: dcid:Count_Person_Upto4Years_Female_Overweight_AsFractionOf_Count_Person_Upto4Years_Female @@ -319,6 +364,8 @@ measurementDenominator: dcid:Count_Person_Upto4Years_Female statType: dcid:measuredValue populationType: dcid:Person measuredProperty: dcid:count +name: "Fraction of 25+ Years Old Females who are Overweight" +description: "Prevalence of overweight, female, is the percentage of girls under age 5 whose weight for height is more than two standard deviations above the median for the international reference population of the corresponding age as established by the WHO's new child growth standards released in 2006. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_Person_Urban @@ -328,6 +375,7 @@ populationType: dcid:Person measuredProperty: dcid:count placeOfResidenceClassification: dcid:Urban name: "Population Living in Urban Areas" +description: "Urban population refers to people living in urban areas as defined by national statistical offices. It is calculated using World Bank population estimates and urban ratios from the United Nations World Urbanization Prospects. Aggregation of urban and rural population may not add up to total population because of different country coverages. World Bank staff estimates based on the United Nations Population Division's World Urbanization Prospects: 2018 Revision." Node: dcid:Count_Person_15To64Years_Male_InLaborForce_AsFractionOf_Count_Person_15To64Years_Male @@ -339,6 +387,8 @@ age: dcid:Years15To64 measuredProperty: dcid:count statType: dcid:measuredValue populationType: dcid:Person +name: "Percent of Males Working Age Population in the Labor Force" +description: "Labor force participation rate is the proportion of the population ages 15-64 that is economically active: all people who supply labor for the production of goods and services during a specified period. International Labour Organization, ILOSTAT database. Data retrieved in March 1, 2020." Node: dcid:Count_Person_25OrMoreYears_TertiaryEducation_AsFractionOf_Count_Person_25OrMoreYears @@ -349,6 +399,8 @@ measurementDenominator: dcid:Count_Person_25OrMoreYears populationType: dcid:Person educationalAttainment: dcid:TertiaryEducation statType: dcid:measuredValue +name: "Fraction of 25+ Years Old People with Tertiary Education" +description: "The percentage of population ages 25 and over that attained or completed short-cycle tertiary education. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_25OrMoreYears_Male_TertiaryEducation_AsFractionOf_Count_Person_25OrMoreYears_Male @@ -360,6 +412,8 @@ gender: dcid:Male typeOf: dcid:StatisticalVariable populationType: dcid:Person age: dcid:Years25Onwards +name: "Fraction of 25+ Years Old Males with Tertiary Education" +description: "The percentage of population ages 25 and over that attained or completed short-cycle tertiary education. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Death_0Years_Female_AsFractionOf_Count_BirthEvent_LiveBirth_Female @@ -371,6 +425,7 @@ populationType: dcid:MortalityEvent measurementDenominator: dcid:Count_BirthEvent_LiveBirth_Female age: dcid:Years0 name: "Female Infant Mortality Rate" +description: "Infant mortality rate, female is the number of female infants dying before reaching one year of age, per 1,000 female live births in a given year. Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org." Node: dcid:Amount_EconomicActivity_ExpenditureActivity_MilitaryExpenditure_Government_AsFractionOf_Amount_EconomicActivity_GrossDomesticProduction_Nominal @@ -383,6 +438,7 @@ expenditureType: dcid:MilitaryExpenditure measurementDenominator: dcid:Amount_EconomicActivity_GrossDomesticProduction_Nominal expensor: dcid:Government name: "Percent of Total Government Expenditure Spent on Military Activities" +description: "Military expenditures data from SIPRI are derived from the NATO definition, which includes all current and capital expenditures on the armed forces, including peacekeeping forces; defense ministries and other government agencies engaged in defense projects; paramilitary forces, if these are judged to be trained and equipped for military operations; and military space activities. Such expenditures include military and civil personnel, including retirement pensions of military personnel and social services for personnel; operation and maintenance; procurement; military research and development; and military aid (in the military expenditures of the donor country). Excluded are civil defense and current expenditures for previous military activities, such as for veterans' benefits, demobilization, conversion, and destruction of weapons. This definition cannot be applied for all countries, however, since that would require much more detailed information than is available about what is included in military budgets and off-budget military expenditure items. (For example, military budgets might or might not cover civil defense, reserves and auxiliary forces, police and paramilitary forces, dual-purpose forces such as military and civilian police, military grants in kind, pensions for military personnel, and social security contributions paid by one part of government to another.) Stockholm International Peace Research Institute (SIPRI), Yearbook: Armaments, Disarmament and International Security." Node: dcid:Count_Person_7To14Years_Male_Employed_AsFractionOf_Count_Person_7To14Years_Male @@ -394,6 +450,8 @@ populationType: dcid:Person measuredProperty: dcid:count statType: dcid:measuredValue age: dcid:Years7To14 +name: "Fraction of 7 - 14 Years Old Males who are Employed" +description: "Children in employment refer to children involved in economic activity for at least one hour in the reference week of the survey. Understanding Children's Work project based on data from ILO, UNICEF and the World Bank." Node: dcid:Count_Person_Upto4Years_Wasting_AsFractionOf_Count_Person_Upto4Years @@ -405,6 +463,7 @@ medicalCondition: dcid:Wasting age: dcid:YearsUpto4 measuredProperty: dcid:count name: "Percent of Children Younger Than 4 With Cachexia (Wasting Syndrome)" +description: "Prevalence of wasting is the proportion of children under age 5 whose weight for height is more than two standard deviations below the median for the international reference population ages 0-59. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_Death_IntentionalSelfHarm_Female_AsFractionOf_Count_Person_Female @@ -415,6 +474,8 @@ gender: dcid:Female statType: dcid:measuredValue populationType: dcid:MortalityEvent measurementDenominator: dcid:Count_Person_Female +name: "Female Suicide Mortality Rate" +description: "Suicide mortality rate is the number of suicide deaths in a year per 100,000 population. Crude suicide rate (not age-adjusted). World Health Organization, Global Health Observatory Data Repository (http://apps.who.int/ghodata/)." Node: dcid:Count_Person_15OrMoreYears_InLaborForce_Female_AsFractionOf_Count_Person_InLaborForce @@ -426,6 +487,8 @@ gender: dcid:Female age: dcid:Years15Onwards employmentStatus: dcid:BLS_InLaborForce typeOf: dcid:StatisticalVariable +name: "Percent of 15+ Years Old Males in the Labor Force" +description: "Female labor force as a percentage of the total show the extent to which women are active in the labor force. Labor force comprises people ages 15 and older who supply labor for the production of goods and services during a specified period. Derived using data from International Labour Organization, ILOSTAT database. The data retrieved in March 1, 2020." Node: dcid:Count_Person_25OrMoreYears_DoctorateDegree_AsFractionOf_Count_Person_25OrMoreYears @@ -436,6 +499,8 @@ age: dcid:Years25Onwards populationType: dcid:Person measuredProperty: dcid:count educationalAttainment: dcid:DoctorateDegree +name: "Fraction of 25+ Years Old People with Doctorate Degree" +description: "The percentage of population ages 25 and over that attained or completed Doctoral or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_25OrMoreYears_Female_DoctorateDegree_AsFractionOf_Count_Person_25OrMoreYears_Female @@ -447,6 +512,8 @@ measuredProperty: dcid:count measurementDenominator: dcid:Count_Person_25OrMoreYears_Female educationalAttainment: dcid:DoctorateDegree statType: dcid:measuredValue +name: "Fraction of 25+ Years Old Females with Doctorate Degree" +description: "The percentage of population ages 25 and over that attained or completed Doctoral or equivalent. UNESCO Institute for Statistics (http://uis.unesco.org/)" Node: dcid:Count_Person_Upto4Years_Male_SevereWasting_AsFractionOf_Count_Person_Upto4Years_Male @@ -458,6 +525,8 @@ typeOf: dcid:StatisticalVariable measurementDenominator: dcid:Count_Person_Upto4Years_Male medicalCondition: dcid:SevereWasting gender: dcid:Male +name: "Percent of Children Younger Than 4 Males With Severe Cachexia (Wasting Syndrome)" +description: "Prevalence of severe wasting, male, is the proportion of boys under age 5 whose weight for height is more than three standard deviations below the median for the international reference population ages 0-59. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_CriminalActivities_MurderAndNonNegligentManslaughter_Female_AsFractionOf_Count_Person_Female @@ -469,6 +538,7 @@ populationType: dcid:CriminalActivities gender: dcid:Female crimeType: dcid:MurderAndNonNegligentManslaughter name: "Murder and Non Negligent Manslaughter Crimes Committed Per Capita for the Female Population" +description: "Intentional homicides, female are estimates of unlawful female homicides purposely inflicted as a result of domestic disputes, interpersonal violence, violent conflicts over land resources, intergang violence over turf or control, and predatory violence and killing by armed groups. Intentional homicide does not include all intentional killing; the difference is usually in the organization of the killing. Individuals or small groups usually commit homicide, whereas killing in armed conflict is usually committed by fairly cohesive groups of up to several hundred members and is thus usually excluded. UN Office on Drugs and Crime's International Homicide Statistics database." Node: dcid:Count_Person_Upto4Years_Female_SevereWasting_AsFractionOf_Count_Person_Upto4Years_Female @@ -480,6 +550,8 @@ age: dcid:YearsUpto4 populationType: dcid:Person statType: dcid:measuredValue medicalCondition: dcid:SevereWasting +name: "Percent of Children Younger Than 4 Females With Severe Cachexia (Wasting Syndrome)" +description: "Prevalence of severe wasting, female, is the proportion of girls under age 5 whose weight for height is more than three standard deviations below the median for the international reference population ages 0-59. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_Death_IntentionalSelfHarm_Male_AsFractionOf_Count_Person_Male @@ -490,6 +562,8 @@ populationType: dcid:MortalityEvent statType: dcid:measuredValue measurementDenominator: dcid:Count_Person_Male typeOf: dcid:StatisticalVariable +name: "Male Suicide Mortality Rate" +description: "Suicide mortality rate is the number of suicide deaths in a year per 100,000 population. Crude suicide rate (not age-adjusted). World Health Organization, Global Health Observatory Data Repository (http://apps.who.int/ghodata/)." Node: dcid:Count_CriminalActivities_MurderAndNonNegligentManslaughter_Male_AsFractionOf_Count_Person_Male @@ -501,6 +575,7 @@ populationType: dcid:CriminalActivities crimeType: dcid:MurderAndNonNegligentManslaughter measurementDenominator: dcid:Count_Person_Male name: "Murder and Non Negligent Manslaughter Crimes Committed Per Capita for the Male Population" +description: "Intentional homicides, male are estimates of unlawful male homicides purposely inflicted as a result of domestic disputes, interpersonal violence, violent conflicts over land resources, intergang violence over turf or control, and predatory violence and killing by armed groups. Intentional homicide does not include all intentional killing; the difference is usually in the organization of the killing. Individuals or small groups usually commit homicide, whereas killing in armed conflict is usually committed by fairly cohesive groups of up to several hundred members and is thus usually excluded." Node: dcid:Amount_Remittance_InwardRemittance_AsFractionOf_Amount_EconomicActivity_GrossDomesticProduction_Nominal @@ -511,6 +586,7 @@ measuredProperty: dcid:amount measurementDenominator: dcid:Amount_EconomicActivity_GrossDomesticProduction_Nominal populationType: dcid:Remittance name: "Inward Remittances as a Percentage of Nominal Gross Domestic Production" +description: "Personal remittances comprise personal transfers and compensation of employees. Personal transfers consist of all current transfers in cash or in kind made or received by resident households to or from nonresident households. Personal transfers thus include all current transfers between resident and nonresident individuals. Compensation of employees refers to the income of border, seasonal, and other short-term workers who are employed in an economy where they are not resident and of residents employed by nonresident entities. Data are the sum of two items defined in the sixth edition of the IMF's Balance of Payments Manual: personal transfers and compensation of employees. World Bank staff estimates based on IMF balance of payments data, and World Bank and OECD GDP estimates." Node: dcid:Count_Person_Upto4Years_Overweight_AsFractionOf_Count_Person_Upto4Years @@ -521,6 +597,8 @@ measurementDenominator: dcid:Count_Person_Upto4Years measuredProperty: dcid:count statType: dcid:measuredValue populationType: dcid:Person +name: "Percent of Children Younger Than 4 Years who are Overweight" +description: "Prevalence of overweight children is the percentage of children under age 5 whose weight for height is more than two standard deviations above the median for the international reference population of the corresponding age as established by the WHO's new child growth standards released in 2006. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_Person_Upto4Years_Male_Overweight_AsFractionOf_Count_Person_Upto4Years_Male @@ -532,6 +610,8 @@ statType: dcid:measuredValue measurementDenominator: dcid:Count_Person_Upto4Years_Male age: dcid:YearsUpto4 gender: dcid:Male +name: "Percent of Children Younger Than 4 Years Male who are Overweight" +description: "Prevalence of overweight, male, is the percentage of boys under age 5 whose weight for height is more than two standard deviations above the median for the international reference population of the corresponding age as established by the WHO's new child growth standards released in 2006. UNICEF, WHO, World Bank: Joint child malnutrition estimates (JME). Aggregation is based on UNICEF, WHO, and the World Bank harmonized dataset (adjusted, comparable data) and methodology." Node: dcid:Count_Death_0Years_Male_AsFractionOf_Count_BirthEvent_LiveBirth_Male @@ -543,6 +623,7 @@ statType: dcid:measuredValue age: dcid:Years0 gender: dcid:Male name: "Male Infant Mortality Rate" +description: "Infant mortality rate, male is the number of male infants dying before reaching one year of age, per 1,000 male live births in a given year. Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org." Node: dcid:Count_CriminalActivities_MurderAndNonNegligentManslaughter_AsFractionOf_Count_Person @@ -554,6 +635,8 @@ populationType: dcs:CriminalActivities crimeType: dcs:MurderAndNonNegligentManslaughter measurementDenominator: dcs:Count_Person name: "Murder and Non Negligent Manslaughter Cases Per Capita" +description: "Intentional homicides are estimates of unlawful homicides purposely inflicted as a result of domestic disputes, interpersonal violence, violent conflicts over land resources, intergang violence over turf or control, and predatory violence and killing by armed groups. Intentional homicide does not include all intentional killing; the difference is usually in the organization of the killing. Individuals or small groups usually commit homicide, whereas killing in armed conflict is usually committed by fairly cohesive groups of up to several hundred members and is thus usually excluded. UN Office on Drugs and Crime's International Homicide Statistics database." + Node: dcid:MortalityRate_Person_Upto4Years_AsFractionOf_Count_BirthEvent_LiveBirth descriptionUrl: "https://data.worldbank.org/indicator" @@ -563,6 +646,8 @@ measuredProperty: dcs:mortalityRate populationType: dcs:Person age: dcs:YearsUpto4 measurementDenominator: dcs:Count_BirthEvent_LiveBirth +name: "Mortality Rate of Children Younger Than 4 Years" +description: "Under-five mortality rate is the probability per 1,000 that a newborn baby will die before reaching age five, if subject to age-specific mortality rates of the specified year. Estimates Developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org." Node: dcid:Count_Person_15OrMoreYears_Smoking_AsFractionOf_Count_Person_15OrMoreYears @@ -574,6 +659,8 @@ populationType: dcs:Person age: dcs:Years15Onwards healthBehavior: dcs:Smoking measurementDenominator: dcs:Count_Person_15OrMoreYears +name: "Fraction of 15+ Years Old People Smoking" +description: "Prevalence of smoking is the percentage of men and women ages 15 and over who currently smoke any tobacco product on a daily or non-daily basis. It excludes smokeless tobacco use. The rates are age-standardized. World Health Organization, Global Health Observatory Data Repository (http://apps.who.int/ghodata/)." Node: dcid:Count_Person_15OrMoreYears_Female_Smoking_AsFractionOf_Count_Person_15OrMoreYears_Female @@ -586,10 +673,12 @@ age: dcs:Years15Onwards gender: dcs:Female healthBehavior: dcs:Smoking measurementDenominator: dcs:Count_Person_15OrMoreYears_Female +name: "Fraction of 15+ Years Old Females Smoking" +description: "Prevalence of smoking, female is the percentage of women ages 15 and over who currently smoke any tobacco product on a daily or non-daily basis. It excludes smokeless tobacco use. The rates are age-standardized. World Health Organization, Global Health Observatory Data Repository (http://apps.who.int/ghodata/)." Node: dcid:Count_Person_15OrMoreYears_Male_Smoking_AsFractionOf_Count_Person_15OrMoreYears_Male -name: "Smoking prevalence, males (% of adults)" +name: "Fraction of 15+ Years Old Males Smoking" description: "Percentage of men ages 15 and over who currently smoke any tobacco product on a daily or non-daily basis. It excludes smokeless tobacco use." descriptionUrl: "https://data.worldbank.org/indicator" typeOf: dcs:StatisticalVariable @@ -611,6 +700,8 @@ measuredProperty: dcs:count age: dcs:Years20To79 healthOutcome: dcs:Diabetes measurementDenominator: dcs:Count_Person_20To79Years +name: "Fraction of 20 - 79 Years Old People who have Diabetes" +description: "Diabetes prevalence refers to the percentage of people ages 20-79 who have type 1 or type 2 diabetes. International Diabetes Federation, Diabetes Atlas." Node: dcid:Count_BirthEvent_LiveBirth_AsFractionOf_Count_Person @@ -621,6 +712,8 @@ measuredProperty: dcs:count populationType: dcs:BirthEvent medicalStatus: dcs:LiveBirth measurementDenominator: dcs:Count_Person +name: "Crude Birth Rate" +description: "Crude birth rate indicates the number of live births occurring during the year, per 1,000 population estimated at midyear. Subtracting the crude death rate from the crude birth rate provides the rate of natural increase, which is equal to the rate of population change in the absence of migration. (1) United Nations Population Division. World Population Prospects: 2019 Revision. (2) Census reports and other statistical publications from national statistical offices, (3) Eurostat: Demographic Statistics, (4) United Nations Statistical Division. Population and Vital Statistics Report (various years), (5) U.S. Census Bureau: International Database, and (6) Secretariat of the Pacific Community: Statistics and Demography Programme." Node: dcid:LifeExpectancy_Person_Female @@ -631,6 +724,7 @@ statType: dcs:measuredValue measuredProperty: dcs:lifeExpectancy populationType: dcs:Person gender: dcs:Female +description: "Life expectancy at birth indicates the number of years a newborn infant would live if prevailing patterns of mortality at the time of its birth were to stay the same throughout its life. (1) United Nations Population Division. World Population Prospects: 2019 Revision. (2) Census reports and other statistical publications from national statistical offices, (3) Eurostat: Demographic Statistics, (4) United Nations Statistical Division. Population and Vital Statistics Report (various years), (5) U.S. Census Bureau: International Database, and (6) Secretariat of the Pacific Community: Statistics and Demography Programme." Node: dcid:LifeExpectancy_Person_Male @@ -641,6 +735,7 @@ measuredProperty: dcs:lifeExpectancy populationType: dcs:Person gender: dcs:Male name: "Male Life Expectancy" +description: "Life expectancy at birth indicates the number of years a newborn infant would live if prevailing patterns of mortality at the time of its birth were to stay the same throughout its life. (1) United Nations Population Division. World Population Prospects: 2019 Revision. (2) Census reports and other statistical publications from national statistical offices, (3) Eurostat: Demographic Statistics, (4) United Nations Statistical Division. Population and Vital Statistics Report (various years), (5) U.S. Census Bureau: International Database, and (6) Secretariat of the Pacific Community: Statistics and Demography Programme." Node: dcid:Amount_Production_ElectricityFromOilGasOrCoalSources_AsFractionOf_Amount_Production_Energy @@ -652,6 +747,7 @@ measuredProperty: dcs:amount populationType: dcs:Production producedThing: dcs:ElectricityFromOilGasOrCoalSources measurementDenominator: dcs:Amount_Production_Energy +name: "Fraction of Electricity Production from Oil, Gas and Coal Sources." Node: dcid:Amount_Production_ElectricityFromNuclearSources_AsFractionOf_Amount_Production_Energy @@ -663,6 +759,7 @@ measuredProperty: dcs:amount populationType: dcs:Production producedThing: dcs:ElectricityFromNuclearSources measurementDenominator: dcs:Amount_Production_Energy +name: "Fraction of Electricity Production from Nuclear Sources" Node: dcid:Amount_Consumption_RenewableEnergy_AsFractionOf_Amount_Consumption_Energy @@ -674,6 +771,7 @@ measuredProperty: dcs:amount populationType: dcs:Consumption consumedThing: dcs:RenewableEnergy measurementDenominator: dcs:Amount_Consumption_Energy +name: "Fraction of Energy Consumption from Renewables" Node: dcid:Count_Person_ResidingLessThan5MetersAboveSeaLevel_AsFractionOf_Count_Person @@ -697,6 +795,7 @@ measuredProperty: dcs:count populationType: schema:Product productType: dcs:MobileCellularSubscription measurementDenominator: dcs:Count_Person +description: "Mobile cellular telephone subscriptions are subscriptions to a public mobile telephone service that provide access to the PSTN using cellular technology. The indicator includes (and is split into) the number of postpaid subscriptions, and the number of active prepaid accounts (i.e. that have been used during the last three months). The indicator applies to all mobile cellular subscriptions that offer voice communications. It excludes subscriptions via data cards or USB modems, subscriptions to public mobile data services, private trunked mobile radio, telepoint, radio paging and telemetry services. International Telecommunication Union, World Telecommunication/ICT Development Report and database." Node: dcid:Amount_EconomicActivity_ExpenditureActivity_TertiaryEducationExpenditure_Government_AsFractionOf_Amount_EconomicActivity_ExpenditureActivity_EducationExpenditure_Government @@ -710,4 +809,5 @@ activitySource: dcs:ExpenditureActivity expenditureType: dcs:TertiaryEducationExpenditure remunerator: dcs:Government measurementDenominator: dcs:Amount_EconomicActivity_ExpenditureActivity_EducationExpenditure_Government +name: "Fraction of Government Expenditure on Tertiary Education"