gm: Gapminder Global Health Data.
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gm R Documentation
Gapminder Global Health Data.
Description
A dataset of 239 countries worldwide with 33 sociodemographic and public health features, some of which are the same variable but measured in dichotomized genders.
Usage
gm
Format
A data frame with variables:
- country
Country
- year
the year of 2004
- smoking_female
Percentage of female (over age 15) that smoke
- smoking_male
Percentage of male (over age 15) that smoke
- lungcancer_newcases_female
Number of new female cases of lung cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people
- lungcancer_newcases_male
Number of new male cases of lung cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people
- owid_edu_idx
OWID Education Index: Education index calculated based on Avg years of schooling, taking values 0 as minimum and 15 as maximum.
- food_supply
Calories measures the energy content of the food. The required intake varies, but it is normally in the range of 1500-3000 kilocalories per day. Unit: kilocalories per person and day
- average_daily_income
This is the average daily household per capita income or consumption expenditure from the survey expressed in 2011 PPP. Unit: $1,000
- sanitation
The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households.
- child_mortality
Death of children under five years of age per 1,000 live births. Unit: per 1000 live births
- income_per_person
Gross domestic product per person adjusted for differences in purchasing power (in international $, fixed 2017 prices, PPP based on 2017 ICP). Unit: $1,000
- HDI
Human Development Index. An index used to rank countries by the level of "human development" from three dimensions: health level, educational level, and living standard.
- alcohol_male
Total alcohol consumption per capita, male, liters of pure alcohol, 15+ years of age.
- alcohol_female
Total alcohol consumption per capita, female, liters of pure alcohol, 15+ years of age.
- livercancer_newcases_male
Number of new male cases of liver cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people.
- livercancer_newcases_female
Number of new female cases of liver cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people.
- mortality_male
Mortality rate, adult, male (per 1,000 male adults).
- mortality_female
Mortality rate, adult, female (per 1,000 female adults).
- cholesterol_fat_in_blood_male
The mean TC (Total Cholesterol) of the male population, counted in mmol per L.
- cholesterol_fat_in_blood_female
The mean TC (Total Cholesterol) of the female population, counted in mmol per L.
- continent
The continent that a country is part of
Africa
Americas
Asia
Europe
Oceania
- region
Sub specification of the region that a country belongs to
- population
Total population of each country in 2004. Unit: 1,000 people
- life_expectancy
The average number of years a newborn child would live if current mortality patterns were to stay the same. Unit: year
- sugar
The quantity of food consumption of sugar and sweeteners per person. Unit: grams per person and day
- BMI_female
The mean BMI (Body Mass Index) of the female population; this mean is calculated as if each country has the same age composition as the world population. Unit: Kilogram per square meter
- BMI_female_group
Group according to BMI_female
under_weight: < 18.5
normal_weight: 18.5 - 24.9
pre_obesity: 25.0 - 29.9
obesity_class_I: 30.0 - 34.9
obesity_class_II: 35.0 - 39.9
- BMI_male
The mean BMI (Body Mass Index) of the male population; this mean is calculated as if each country has the same age composition as the world population. Unit: Kilogram per square meter
- BMI_male_group
Group according to BMI_male
under_weight: < 18.5
normal_weight: 18.5 - 24.9
pre_obesity: 25.0 - 29.9
obesity_class_I: 30.0 - 34.9
obesity_class_II: 35.0 - 39.9
- health_spending
The sum of public and private health expenditure as a percentage of GDP. Unit: percent
- GDP_per_capita
Inflation-adjusted gross domestic product divided by midyear population. GDP is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. Unit: $1,000
- HDI_category
Human Development Index categories
Very high: HDI above 0.800
High: HDI between 0.700 and 0.799
Medium: HDI between 0.550–0.699
Low: HDI below 0.549
Source
The original data comes from https://www.gapminder.org/data/. Some data cleaning was applied.
r02pro documentation built on May 31, 2023, 8:09 p.m.
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| gm | R Documentation |
Gapminder Global Health Data.
Description
A dataset of 239 countries worldwide with 33 sociodemographic and public health features, some of which are the same variable but measured in dichotomized genders.
Usage
gm
Format
A data frame with variables:
- country
Country
- year
the year of 2004
- smoking_female
Percentage of female (over age 15) that smoke
- smoking_male
Percentage of male (over age 15) that smoke
- lungcancer_newcases_female
Number of new female cases of lung cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people
- lungcancer_newcases_male
Number of new male cases of lung cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people
- owid_edu_idx
OWID Education Index: Education index calculated based on Avg years of schooling, taking values 0 as minimum and 15 as maximum.
- food_supply
Calories measures the energy content of the food. The required intake varies, but it is normally in the range of 1500-3000 kilocalories per day. Unit: kilocalories per person and day
- average_daily_income
This is the average daily household per capita income or consumption expenditure from the survey expressed in 2011 PPP. Unit: $1,000
- sanitation
The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households.
- child_mortality
Death of children under five years of age per 1,000 live births. Unit: per 1000 live births
- income_per_person
Gross domestic product per person adjusted for differences in purchasing power (in international $, fixed 2017 prices, PPP based on 2017 ICP). Unit: $1,000
- HDI
Human Development Index. An index used to rank countries by the level of "human development" from three dimensions: health level, educational level, and living standard.
- alcohol_male
Total alcohol consumption per capita, male, liters of pure alcohol, 15+ years of age.
- alcohol_female
Total alcohol consumption per capita, female, liters of pure alcohol, 15+ years of age.
- livercancer_newcases_male
Number of new male cases of liver cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people.
- livercancer_newcases_female
Number of new female cases of liver cancer in 100,000 residents, adjusting each country's age composition to the world population. Unit: person per 100,000 people.
- mortality_male
Mortality rate, adult, male (per 1,000 male adults).
- mortality_female
Mortality rate, adult, female (per 1,000 female adults).
- cholesterol_fat_in_blood_male
The mean TC (Total Cholesterol) of the male population, counted in mmol per L.
- cholesterol_fat_in_blood_female
The mean TC (Total Cholesterol) of the female population, counted in mmol per L.
- continent
The continent that a country is part of
Africa
Americas
Asia
Europe
Oceania
- region
Sub specification of the region that a country belongs to
- population
Total population of each country in 2004. Unit: 1,000 people
- life_expectancy
The average number of years a newborn child would live if current mortality patterns were to stay the same. Unit: year
- sugar
The quantity of food consumption of sugar and sweeteners per person. Unit: grams per person and day
- BMI_female
The mean BMI (Body Mass Index) of the female population; this mean is calculated as if each country has the same age composition as the world population. Unit: Kilogram per square meter
- BMI_female_group
Group according to
BMI_femaleunder_weight: < 18.5
normal_weight: 18.5 - 24.9
pre_obesity: 25.0 - 29.9
obesity_class_I: 30.0 - 34.9
obesity_class_II: 35.0 - 39.9
- BMI_male
The mean BMI (Body Mass Index) of the male population; this mean is calculated as if each country has the same age composition as the world population. Unit: Kilogram per square meter
- BMI_male_group
Group according to
BMI_maleunder_weight: < 18.5
normal_weight: 18.5 - 24.9
pre_obesity: 25.0 - 29.9
obesity_class_I: 30.0 - 34.9
obesity_class_II: 35.0 - 39.9
- health_spending
The sum of public and private health expenditure as a percentage of GDP. Unit: percent
- GDP_per_capita
Inflation-adjusted gross domestic product divided by midyear population. GDP is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. Unit: $1,000
- HDI_category
Human Development Index categories
Very high: HDI above 0.800
High: HDI between 0.700 and 0.799
Medium: HDI between 0.550–0.699
Low: HDI below 0.549
Source
The original data comes from https://www.gapminder.org/data/. Some data cleaning was applied.
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