Data license: ODbL · Data source: our world in data github owid/covid-19-data repository

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49 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 United Nations Development Programme (UNDP)
48 life_expectancy Life expectancy at birth in 2019 James C. Riley, Clio Infra, United Nations Population Division
47 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
46 handwashing_facilities Share of the population with basic handwashing facilities on premises, most recent year available United Nations Statistics Division
45 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
44 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
43 diabetes_prevalence Diabetes prevalence (% of population aged 20 to 79) in 2017 World Bank – World Development Indicators, sourced from International Diabetes Federation, Diabetes Atlas
42 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
41 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
40 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
39 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
38 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
37 median_age Median age of the population, UN projection for 2020 UN Population Division, World Population Prospects, 2017 Revision
36 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
35 population Population in 2020 United Nations, Department of Economic and Social Affairs, Population Division, World Population Prospects: The 2019 Revision
34 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
33 tests_units Units used by the location to report its testing data National government reports
32 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
31 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
30 new_tests_smoothed_per_thousand New tests for COVID-19 (7-day smoothed) per 1,000 people National government reports
29 new_tests_per_thousand New tests for COVID-19 per 1,000 people National government reports
28 total_tests_per_thousand Total tests for COVID-19 per 1,000 people National government reports
27 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
26 new_tests New tests for COVID-19 National government reports
25 total_tests Total tests for COVID-19 National government reports
24 weekly_hosp_admissions_per_million Number of COVID-19 patients newly admitted to hospitals in a given week per 1,000,000 people European Centre for Disease Prevention and Control
23 weekly_hosp_admissions Number of COVID-19 patients newly admitted to hospitals in a given week European Centre for Disease Prevention and Control
22 weekly_icu_admissions_per_million Number of COVID-19 patients newly admitted to intensive care units (ICUs) in a given week per 1,000,000 people European Centre for Disease Prevention and Control
21 weekly_icu_admissions Number of COVID-19 patients newly admitted to intensive care units (ICUs) in a given week European Centre for Disease Prevention and Control
20 hosp_patients_per_million Number of COVID-19 patients in hospital on a given day per 1,000,000 people European Centre for Disease Prevention and Control
19 hosp_patients Number of COVID-19 patients in hospital on a given day European Centre for Disease Prevention and Control
18 icu_patients_per_million Number of COVID-19 patients in intensive care units (ICUs) on a given day per 1,000,000 people European Centre for Disease Prevention and Control
17 icu_patients Number of COVID-19 patients in intensive care units (ICUs) on a given day European Centre for Disease Prevention and Control
16 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
15 new_deaths_per_million New deaths attributed to COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
14 total_deaths_per_million Total deaths attributed to COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
13 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
12 new_cases_per_million New confirmed cases of COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
11 total_cases_per_million Total confirmed cases of COVID-19 per 1,000,000 people European Centre for Disease Prevention and Control
10 new_deaths_smoothed New deaths attributed to COVID-19 (7-day smoothed) European Centre for Disease Prevention and Control
9 new_deaths New deaths attributed to COVID-19 European Centre for Disease Prevention and Control
8 total_deaths Total deaths attributed to COVID-19 European Centre for Disease Prevention and Control
7 new_cases_smoothed New confirmed cases of COVID-19 (7-day smoothed) European Centre for Disease Prevention and Control
6 new_cases New confirmed cases of COVID-19 European Centre for Disease Prevention and Control
5 total_cases Total confirmed cases of COVID-19 European Centre for Disease Prevention and Control
4 date Date of observation Our World in Data
3 location Geographical location Our World in Data
2 continent Continent of the geographical location Our World in Data
1 iso_code ISO 3166-1 alpha-3 – three-letter country codes International Organization for Standardization

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CREATE TABLE "owid-covid-codebook" (
"column" TEXT,
  "description" TEXT,
  "source" TEXT
);