preProcessedCovidData.RdA dataset containing the evolution of the variables related to Covid in 2020 Socioeconomic data is also available in the table but not used for the shiny APP Only a few covid-related variables are explored in the shiny app
preProcessedCovidData
a data.frame with 44810 observations and 37 variables
iso_code: ISO 3166-1 alpha-3 – three-letter country codes International Organization for Standardization
continent: Continent of the geographical location Our World in Data
location: Geographical location Our World in Data
date: Date of observation Our World in Data
total_cases: Total confirmed cases of COVID-19 European Centre for Disease Prevention and Control
new_cases: New confirmed cases of COVID-19 European Centre for Disease Prevention and Control
new_cases_smoothed: New confirmed cases of COVID-19 (7-day smoothed) European Centre for Disease Prevention and Control
total_deaths: Total deaths attributed to COVID-19 European Centre for Disease Prevention and Control
new_deaths: New deaths attributed to COVID-19 European Centre for Disease Prevention and Control
new_deaths_smoothed: New deaths attributed to COVID-19 (7-day smoothed) European Centre for Disease Prevention and Control
total_cases_per_million: Total confirmed cases of COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
new_cases_per_million: New confirmed cases of COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
new_cases_smoothed_per_million: New confirmed cases of COVID-19 (7-day smoothed) per 1,000,000 people European Centre for Disease Prevention and Control
total_deaths_per_million: Total deaths attributed to COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
new_deaths_per_million: New deaths attributed to COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
new_deaths_smoothed_per_million: New deaths attributed to COVID-19 (7-day smoothed) per 1,000,000 people European Centre for Disease Prevention and Control
total_tests: Total tests for COVID-19 National government reports
new_tests: New tests for COVID-19 National government reports
new_tests_smoothed: New tests for COVID-19 (7-day smoothed). For countries that don't report testing data on a daily basis, we assume that testing changed equally on a daily basis over any periods in which no data was reported. This produces a complete series of daily figures, which is then averaged over a rolling 7-day window National government reports
total_tests_per_thousand: Total tests for COVID-19 per 1,000 people National government reports
new_tests_per_thousand: New tests for COVID-19 per 1,000 people National government reports
new_tests_smoothed_per_thousand: New tests for COVID-19 (7-day smoothed) per 1,000 people National government reports
tests_per_case: Tests conducted per new confirmed case of COVID-19, given as a rolling 7-day average (this is the inverse of positive_rate) National government reports
positive_rate: The share of COVID-19 tests that are positive, given as a rolling 7-day average (this is the inverse of tests_per_case) National government reports
tests_units: Units used by the location to report its testing data National government reports
stringency_index: Government Response Stringency Index: composite measure based on 9 response indicators including school closures, workplace closures, and travel bans, rescaled to a value from 0 to 100 (100 = strictest response) Oxford COVID-19 Government Response Tracker, Blavatnik School of Government
population: Population in 2020 United Nations, Department of Economic and Social Affairs, Population Division, World Population Prospects: The 2019 Revision
population_density: Number of people divided by land area, measured in square kilometers, most recent year available World Bank – World Development Indicators, sourced from Food and Agriculture Organization and World Bank estimates
median_age: Median age of the population, UN projection for 2020 UN Population Division, World Population Prospects, 2017 Revision
aged_65_older: Share of the population that is 65 years and older, most recent year available World Bank – World Development Indicators, based on age/sex distributions of United Nations Population Division's World Population Prospects: 2017 Revision
aged_70_older: Share of the population that is 70 years and older in 2015 United Nations, Department of Economic and Social Affairs, Population Division (2017), World Population Prospects: The 2017 Revision
gdp_per_capita: Gross domestic product at purchasing power parity (constant 2011 international dollars), most recent year available World Bank – World Development Indicators, source from World Bank, International Comparison Program database
extreme_poverty: Share of the population living in extreme poverty, most recent year available since 2010 World Bank – World Development Indicators, sourced from World Bank Development Research Group
cardiovasc_death_rate: Death rate from cardiovascular disease in 2017 (annual number of deaths per 100,000 people) Global Burden of Disease Collaborative Network, Global Burden of Disease Study 2017 Results
diabetes_prevalence: Diabetes prevalence (% of population aged 20 to 79) in 2017 World Bank – World Development Indicators, sourced from International Diabetes Federation, Diabetes Atlas
female_smokers: Share of women who smoke, most recent year available World Bank – World Development Indicators, sourced from World Health Organization, Global Health Observatory Data Repository
male_smokers: Share of men who smoke, most recent year available World Bank – World Development Indicators, sourced from World Health Organization, Global Health Observatory Data Repository
handwashing_facilities: Share of the population with basic handwashing facilities on premises, most recent year available United Nations Statistics Division
hospital_beds_per_thousand: Hospital beds per 1,000 people, most recent year available since 2010 OECD, Eurostat, World Bank, national government records and other sources
life_expectancy: Life expectancy at birth in 2019 James C. Riley, Clio Infra, United Nations Population Division
human_development_index: Summary measure of average achievement in key dimensions of human development: a long and healthy life, being knowledgeable and have a decent standard of living#'