A County-Level Dataset for Informing the United States' Response to COVID-19

In addition to the JHU CSSE COVID-19 Dashboard, the dataset contains more than 300 variables that summarize population estimates, demographics, ethnicity, housing, education, employment and income, climate, transit scores, and healthcare system-related metrics on the county-level. The data contains demographic, socioeconomic, health care, education and transit data for each county in the 50 states and Washington DC. Also, county-level timeseries of cumulative COVID-19 infections, and deaths are included. A timeseries of projected requirements and deficits for hospital beds, ICUs, ventilators, across all US states from 1st March 2020 till 4th August 2020. Furthermore, data contains the dates that counties (or states governing them) took measures to mitigate the spread by restricting gatherings, etc.

ACAPS Secondary Impacts of COVID-19 Dataset

The dataset will track secondary impacts across a wide range of relevant themes: economy, health, migration, education to name a few. A set of around 80 impact indicators anticipated to be impacted by COVID-19 have been identified and organized across 4 pillars and 13 thematic blocks. Additionally, a set of around 25 pre-COVID-19 baseline indicators have been selected for each pillar.
The data collection is conducted on a country-level and identifies the secondary impacts the COVID- 19 pandemic is having in more than 190 countries. Data comes from a range of available sources, including international organizations, research centers, and media analysis.

ActiveConclusion COVID-19 Mobility Data Aggregator

Scraper of Google, Apple and Waze COVID-19 Mobility Reports

Airport association ADV (Association of German Commercial Airports)

Monthly and weekly volume of traffic development of passengers and from German commercial airports by Airport association ADV (Association of German commercial airports, in German)

Apple Mobility Reports

Changes in requests for directions by transportation type for all available countries/regions and cities. Reports are published daily and reflect requests for directions in Apple Maps.

Austrian COVID-19 Open Data Information Hub

Dashboard, statistics and afficial data from the Austrian Federal Ministry for Social Affairs, Health, Care and Consumer Protection, with applications, visualizations, and further European and international resources and initiatives on trustworthy open data on COVID-19 (in German).

Burbio's K-12 School Opening Tracker

Burbio publishes a weekly School Opening Tracker for almost all U.S. counties based on information from 1,200 public school districts representing 47% of U.S. K-12 student enrollment in over 35,000 schools. The tracker starts in August 2020 and reports the share of public school students engaged in either “Traditional”, “Hybrid”, or “Virtual” learning mode in a county, where Hybrid means that students attend school 2-3 days per week in-person.

California Community Colleges Chancellor's Office (CCCCO) DataMart

Administrative college-level panel data covering the universe of students and courses from the California Community College System.

CanCovidData

The goal of CanCovidData is to provide a collection of covid-19 data import functions for international and Canadian data, as well as some helper functions for data processing and graphing. R package which lines up with the official updates from the Public Health Agency of Canada.

Centers for Disease Control and Prevention (CDC) COVID-19 Disease

CDC uses diverse data streams to track and analyze COVID-19 at the local, state, and national levels. CDC reports COVID-19 case counts, deaths, and laboratory testing numbers daily online. Data on the COVID-19 website and CDC’s COVID Data Tracker are based on the most recent numbers reported by states, territories, and other jurisdictions. Data are dependent on jurisdictions’ timely and accurate reporting. In addition, CDC regularly reports provisional death certificate data on the NCHS website.

China Data Lab - China COVID-19 Daily Cases with Basemap

Daily update on the numbers of COVID-2019 confirmed, recovered, dead, foreign imported cases with Chinese provincial and city level base maps in the format of shapefile. The data starts from January 15, 2020.

Cornell's arXiv COVID-19 quick search

Cornell's arXiv is a free distribution service and an interdisciplinary open-access archive.

Coronavirus Disease-19 Cases in Korea by City/Province

Data on confirmed cases (isolated, released from quarantine, deceased incidence) released by the Korea Disease Control and Prevention Agency (KDCA).

Countries With a Census in 2020 and the Impact of COVID-19

The United Nations Statistics Division has launched this website to provide an overview of the pandemic's consequences in terms of census-taking in the year 2020. The information presented here has been provided by census managers from respective countries. This website will be updated daily as replies and updates from national statistical offices are received and processed.

COVerAGE-DB: A Database of COVID-19 Cases and Deaths by Age

A database of COVID-19 confirmed cases and deaths as reported by statistical agencies, standardized and in harmonized age groups.

COVID-19 Approval Polls

Polling data on the approval and disapproval of politicians and political decisions handling of the COVID-19 pandemic with adjustments applied using FiveThirtyEight's poll-averaging algorithm. Each record measures the approval and disapproval (adjusted and unadjusted) ratings for a specific poll by the population type and party of respondents. The data are standardized for the following questions: How worried are Americans about the infection, the economy, and US President Trump's response to the COVID-19 crisis.

COVID-19 Belgium Epidemiological Situation

In order to get comprehensive information to monitor the COVID-19 epidemic, in Belgium Sciensano brings together data streams from different sources. Sciensano collects data on lab-confirmed COVID-19 cases (data collection includes the number of tests performed, positive and negative results, as well as basic demographic data - age, gender, postcode), hospitalized COVID-19 patients and COVID-19 deaths (number of hospitalized and deceased COVID-19 patients through a daily online survey). Data are updated on a regular basis and available in Excel, csv and json formats.

COVID-19 Cases for Italy from the Civil Protection Department

COVID-19 data releases of the Italian Department of Civil Protection (Presidency of the Council of Minister). This data allows to explore the consequences of the heterogeneity in the geographical diffusion of the COVID-19 outbreak.

Covid-19 Dutch Cumulative Numbers per Municipality

The data contain the cumulative numbers of - positively tested persons, hospital admissions, and number of deaths by municipality, per date published by the RIVM (Dutch National Institute for Public Health and the Environment).

COVID-19 Health, Racial & Economic Equity Data Viewer

This collection contains Esri maps, data, and apps that can help guide decisions around health, racial, and economic equity during COVID-19 and beyond.
Includes data on race, ethnicity, age, gender, immigration, language, child well-being, senior well-being, disability status, health insurance, income, disposable income, home ownership, housing costs, air quality, homelessness, diversity, food access, savings vulnerability, education, internet access, family living arrangements, population, poverty, transportation, unemployment, social vulnerability, occupations, business & economic vulnerability, life expectancy, low birth weight, COVID-19 providers, social distancing, and more.

Covid-19 India

District-wise information on the number of confirmed cases, the case fatality rate, and testing rates at the state-level are obtained from the crowdsourced data publicly available on Covid-19 India.
These data are consistent with official information from the Government of India’s Ministry of Health and Family Welfare as well as international sources on India’s statistics such as those from Johns Hopkins University.

COVID-19 Infections from the Public Health Agency of Sweden at the County-Day Level

The current number of confirmed (county-, and city day) cases, weekly reports, tests performed, analyzes, forecasts and risk assessment is displayed on the website of the Public Health Agency of Sweden (in Swedish).

COVID-19 Open Data Initiative: Job Postings from Burning Glass

Database of more than a billion current and historical job postings from Burning Glass Technologies to measure economic shocks effects on the job market.

COVID-19 Situation in Switzerland

Data on confirmed cases of coronavirus infections and deaths due to the disease, the epidemiological situation, the search for antibodies, the advisory body, press conferences and news can all be found here.

COVID-19 Trends and Impact Survey

The University of Maryland Social Data Science Center Global COVID-19 Trends and Impact Survey, in partnership with Facebook is a partnership between Facebook and academic institutions. The survey is available in 56 languages. A representative sample of Facebook users is invited on a daily basis to report on topics including, for example, symptoms, social distancing behavior, vaccine acceptance, mental health issues, and financial constraints. Facebook provides weights to reduce nonresponse and coverage bias. Country and region-level statistics are published daily via public API and dashboards, and microdata is available for researchers via data use agreements. Over half a million responses are collected daily. Data for the United States is not included in the Global COVID-19 Trends and Impact Survey but is available at covidcast.cmu.edu As of June 25, 2022, the COVID-19 Trends and Impact Survey will no longer collect new survey data. Historical data will continue to be available.

Cuebiq COVID-19 Mobility Insights

Cuebiq makes its anonymized mobility data and data expertise available to trusted researchers of COVID-19 to study aggregate human mobility patterns as COVID-19 spreads, the secondary impacts of the disease and health interventions, and to model the possible spread of the disease based on historic mobility patterns.

Current COVID-19 Status in Turkey

Daily COVID-19 situation in Turkey from the Turkish Ministry of Health

Current Monthly Reports - Deutsche Bundesbank

The monthly reports handle economic issues, including in particular monetary policy, and financial and economic policy issues (latest month always in German).

Data for: COVID-19 Dataset: Worldwide Spread Log Including Countries First Case And First Death

This dataset can be used to keep track of the path of the spread of COVID-19 and its effect. The dataset can also be used to predict the spread chain of a new virus, pandemics in the future. Besides, it can be used to understand the threat of pandemic for different ages in the future. It is also important for the action regarding pandemic for government policies and represents quite easily almost everything to track COVID-19 from countries to countries and continents to continents.
The data mainly focus on two major fields first one is First Case which consists of information of Date of First Case(s), Number of confirm Case(s) at First Day, Age of the patient(s) of First Case, Last Visited Country and the other one First Death information consist of Date of First Death and Age of the Patient who died first for every Country mentioning corresponding Continent. The datasets also contain the Binary Matrix of spread chain among different country and region.

Data Sets for COVID-19 Research on Google Cloud Platform

In an effort to help combat COVID-19, Google created a COVID-19 Public Datasets program to make data more accessible to researchers, data scientists and analysts. The program will host a repository of public datasets that relate to the COVID-19 crisis and make them free to access and analyze. These include datasets from the New York Times, European Centre for Disease Prevention and Control, Google, Global Health Data from the World Bank, and OpenStreetMap.

data.world COVID-19 Data Resource Hub

data.world, a platform for data that enables users to post, search, and collaborate on data sets on a trusted, large and meaningful scale.

DE CIX Internet Exchange

DE CIX is an internet hub in Frankfurt am Main and leading in terms of data throughput (managing more than 9 terabits per second peak traffic). 2-day, 1-month and a 1-year overall traffic for Hamburg, additionally added for Frankfurt, Dubai and Madrid.

Demographics of COVID-19 Deaths

Current analyses of Individuals who died after testing postive on COVID-19 in hospitals or elsewhere are still indicative in understanding how the pandemic develops; however, harmonized datasets are required. This effort is currently being led by the French Institute for Demographic Studies (INED). Their team is centralizing and harmonizing data on-line, along with analyses on reliable recorded deaths due to COVID-19 specified by sex, age group and place of death, with precise documentation of the limits and strengths of the data.

DESTATIS COVID-19 Economic Impact

Effects of the COVID-19 pandemic on the economy and society (in German) from The Federal Statistical Office, Germany.

Development Data Lab COVID-19 In India

DDL COVID India comprises an administrative data backbone with local estimates of health system capacity and local economic conditions. All data will be provided with consistent location identifiers (state, district, etc.) to allow for data to be easily merged and analyzed together.
This effort integrates three types of data in a common geographic frame: (i) baseline data on health, economic conditions, demographics, and state capacity; (ii) surveys collecting data on the rapidly evolving conditions on the ground; and (iii) real time data on cases; hospital and clinic beds; population age distributions and pre-existing conditions; urbanization; population density, infections and deaths, and policy responses.

Dutch COVID-19 Data from the National Institute for Public Health and the Environment (RIVM)

The total number of Covid-19 infections, testing, death, hospitalizations at the municipality-day level.

Economic Tracker of Opportunity Insights

The Opportunity Insights Economic Tracker (https://tracktherecovery.org) combines anonymized data from leading private companies – from credit card processors to payroll firms – to provide a real-time picture of indicators such as employment rates, consumer spending, and job postings across counties, industries, and income groups.
The data were made freely available in order to assist in efforts to inform the public, policymakers, and researchers about the real-time state of the economy and the effects of COVID-19.

• Geocoded geographic identifier;
• spending data from Affinity Solutions;
• job postings data from Burning Glass Technologies;
• COVID cases, deaths, tests, and vaccination numbers from the CDC;
• GPS mobility from Google COVID-19 Community Mobility Reports;
• employment levels from Paychex, Intuit, Earnin and Kronos;
• unemployment insurance claims data from the Department of Labor;
• small business openings and revenue data from Womply;
• online math learning data from Zearn;
• key state-level policy dates relevant for changes in other series trends and values.

Education Week

Education Week tracked and documented the closures—first at the school or district level and ultimately, state-by-state, from March 6 to May 15, 2020. Looking for information about the 2020-21 school year? Education Week tracked where schools were open or closed due to COVID-19 here: (Map: Where Has COVID-19 Closed Schools? Where Are They Open?).
The data are no longer updated.

Employment and Life Effects COVID-19

The Central Statistics Office, Ireland introduced a special module of questions into the Labour Force Survey (LFS) for Q2 2020 to provide insight into the effects of COVID-19 on people’s employment situation and their general well-being.

Emsi Burning Glass Data Basic

Emsi (Burning Glass) gathers and integrates economic, labor market, demographic, education, profile, and job posting data from dozens of government and private-sector sources, creating a comprehensive and current dataset that includes both published data and detailed estimates with full US coverage.

EU Data Portal

European Data Portal offers a dedicated section for COVID-19 with relevant datasets and data-related initiatives.

EuroMOMO European Mortality Statistics

Official national mortality statistics are provided weekly from the 24 European countries in the EuroMOMO collaborative network, supported by the European Centre for Disease Prevention and Control (ECDC) and the World Health Organization (WHO).

EUROSTAT Excess Mortality by Month

The monthly excess mortality indicator is based on the exceptional data collection on weekly deaths that Eurostat set up, in April 2020, to support the policy and research efforts related to Covid-19. With that data collection, Eurostat's target was to provide quickly statistics assessing the changing situation of the total number of deaths on a weekly basis, from early 2020 onwards. National Statistical Institutes transmit available data on total weekly deaths, classified by sex, 5-year age groups and NUTS3 regions (NUTS2016) over the last 20 years, on a voluntary basis. The resulting online tables, and complementary metadata, are available in the folder Weekly deaths - special data collection (demomwk). In December 2020, Eurostat released a European Recovery Statistical Dashboard containing also indicators tracking economic and social developments, including health. In this context, “excess mortality” offers elements for monitoring and further analysing direct and indirect effects of the Covid-19 pandemic. The monthly excess mortality indicator draws attention to the magnitude of the crisis by providing a comprehensive comparison of additional deaths amongst the European countries and allowing for further analysis of its causes. The number of deaths from all causes is compared with the expected number of deaths during a certain period in the past. The reasons for an excess mortality may vary according to different phenomena. The indicator is simply comparing the total number of deaths from all causes with the expected number of deaths during a certain period in the past (baseline).

Facebook’s Movements Range Data

The dataset uses the location information of users who enable location services on their mobile Facebook app. The mobility metric is the proportional change in the average number of 0.6 km by 0.6 km tiles visited during a 24 hour period compared to same day of the week in February 2020.

Financial Times COVID-19 Tracker

COVID-19 tracked: the latest figures and comparisons as the pandemic spreads, free to read.

First Registration of Cars

First registration of cars March 2019 to March 2020 from the Kraftfahrt-Bundesamt - Federal Motor Transport Authority (in German).

Flightradar24 Flight Tracking Statistics

Flightradar24 flight tracking statistics for commercial and non-commercial flights.

French Death Records

The fichier des décès is published on a monthly basis by the National Institute of Statistics and Economic Studies (INSEE). This dataset released in a given month includes data derived from the death certificates that have been transmitted by each French municipality to INSEE. Death certificates, which are established by the municipality where the death occurred, can be sent to the INSEE either in electronic or in a paper version. As paper certificates can arrive to INSEE with some delay, the data release in a given month do not relate exclusively to the previous month.

German Council of Economic Experts

The Economic Outlook in the Coronavirus Pandemic. Special Report 2020.

German Short-Time Work Government Statisics

This information platform provides monthly and yearly government statistics and time series on short time work (also on district level), (in German).

Google Health Trends API

Google Health Trends API allows to measure the daily share of Google searches related to COVID-19 in each country, as well as globally. In contrast to the publicly available Google Trends database, Google Health Trends API comes with two advantages. First, the actual numbers are not scaled between 0 and 100 but instead, the values represent the share of Google searches that meet the query conditions as a share of all Google searches at a given date in a specific country. Thus, the variables are both more transparent in terms of construction and are continuous. Second, the scaling from 0 to 100 in publicly available Google Trends always depends on the countries and reference terms that are included. Google Health Trends API enables to achieve cross-country comparability without relying on reference countries. Furthermore, access to Google Health Trends API enables to query up to 30 search terms at a time. But Google Health Trends API does not have built-in translation capabilities.

Google Trends: COVID-19 Related Search Trends

This is how COVID-19 is being searched on Google.

Helsinki Gradutae School of Economics Situation Room

The Situation Room consists of leading economists from Helsinki GSE, VATT Institute for Economic Research, as well as members from several public authorities. It utilizes data from relevant public and private sources and produces regular reports for policymakers. The data is collected and organized in close cooperation with Statistics Finland, Ministry of Finance, Ministry of Economic Affairs and Employment, Bank of Finland, Finnish Tax Administration, Kela and other institutions. The situation room cooperates closely with Vesa Vihriälä’s group, which is focused on the longer-term economic implications of the crisis.

How are Key Demographic Indicators Related to COVID-19 Reported in the US: A Data Review Protocol

Researchers at Population Council looked at seventy COVID-19 data sources from the U.S. Centers for Disease Control and Prevention (CDC) and health departments across fifty states, nine territories, and ten major cities. It found that data reporting is woefully inadequate and regrettably incomplete.

IAB Employment Data

Current data and indicators of labor market trends in the eastern and western parts of Germany

IAB Labor Market Barometer 

IAB labour market barometer for Germany.

IAB-Working Time Measurement Concept

Data on short-time workers and hours reduction from the working time statistics of the Institute for Employment Research (IAB).

ifo Business Surveys

The IBS is a long-standing monthly panel among a representative sample of German firms across all sectors of the economy, and covers various dimensions of firms’ business activity. The survey is mostly qualitative, including questions about firms’ business situation and expectations, factors related to the supply and demand of goods and services, as well as planned and realized price changes -among a representative sample of German firms. Since March 2020, the survey questionnaire includes supplemental questions related to the COVID-19 pandemic.

ifw Kiel - Institute for the World Economy

Topic dossier and data monitor with inspiring indicators and sources (in German).

ifw Kiel - Institute for the World Economy

Joint Economic Forecast 1/2020: Economy in Shock – Fiscal Policy to Counteract (in German).

IMF Fiscal Monitor: Database of Country Fiscal Measures in Response to the COVID-19 Pandemic

This database summarizes key fiscal measures governments have announced or taken in selected economies in response to the COVID-19 pandemic as of June 12, 2020, expanding the country coverage from the Annex in April 2020 Fiscal Monitor. The database categorizes different types of fiscal support (for example, above-the-line and below-the line measures, and contingent liabilities) that have different implications for public finances in the near term and beyond. Please refer to Box 1.1 of the April 2020 Fiscal Monitor for details. The database is not meant for classifying those measures in fiscal reporting, nor for comparison across economies as responses vary depending on country-specific circumstances, including the impact of the pandemic and other shocks. It focuses on government discretionary measures that supplement existing automatic stabilizers. These existing stabilizers differ across countries in their breadth and scope. Estimates included here are preliminary as governments are taking additional measures or finalizing the details of individual measures.

infas Corona Data Platform

The infas Institute for Applied Social Science and infas 360, together with the IHPH - Institute for Hygiene and Public Health at the University Hospital Bonn, were commissioned by the Federal Ministry for Economic Affairs and Energy and to set up an accompanying data platform for the COVID-19 epidemic.
This should continuously record framework data, pandemic-related developments and containment measures on a regional basis. The data platform serves as the basis for statistical analyzes and modeling and thus ultimately for evidence-based policy advice. After registration, the data can be downloaded free of charge for research and science (in German).
Since April 1, 2021, in addition to the regional infection data (infections, recovered persons, deaths, intensive care units), which are updated daily in the data platform, other data sets have been brought up to date and expanded with new indicators.
Monthly labor market development for cities and districts; daily data on the progress of Covid-19 vaccinations at state level; deaths and excess mortality per federal state; monthly weather data at district level.

Ireland's COVID-19 Data Hub

The information presented in this site is based on official figures provided by the Health Protection Surveillance Centre (HPSC) and the Health Service Executive (HSE). Datasets, charts and maps will be updated on an on-going basis and in line with newly published data. This site is built using the GeoHive platform, Ireland's Geospatial Data Hub.

ISTAT Deaths and Causes of Deaths

stat produces and disseminates mortality statistics on the basis of different sources, each with its own peculiarities and purposes. With regard to demographic statistics relating to deaths, data is produced and disseminated both from marital status sources and from personal data sources, on a monthly and annual basis. Deaths from registry sources refer to the population registered in the Registry, that is to the 'resident population', regardless of where the death occurred (Italy or abroad). Deaths due to marital status refer to the 'present population', therefore to the deaths in Italy of any Italian or foreign citizen, resident or not.

Italian Ministry of Health - COVID-19 cases

Total number of COVID-19 cases, mortality, restrictive measures reported daily for each region, provided by the Ministry of Health’s website.

Kaiser Family Foundation

COVID-19 tracker on policy analysis, polling, and state data on COVID-19.

Labor Market Monitor - Federal Employment Agency

The labor market monitor is an instrument for analyzing regional structures and helps you to identify the opportunities, opportunities and risks of the labor market with its offers. It contains data on occupations, sectors, labor market and demography in regional breakdown. You have the opportunity to analyze and compare regions with interactive graphics and tables. The focus is on long-term development (in German).

Medical Examiner Case Archive - COVID-19 Related Deaths in Cook County

The Cook County Medical Examiner’s Officer has been reporting individual COVID-19 related deaths daily since March 16, 2020, the date of the first fatality recorded in the county. The declared goal of the initiative is to provide direct access to critical facts allowing identification of communities that are most severely impacted by the virus. The Medical Examiner’s Office reports those deaths that are under its jurisdiction,including among others those due to diseases constituting a threat to public health. The race, gender, age, comorbidities, and residence (home address, city, zip code,and geographical coordinates) of each dead individual are also provided by the Medical Examiner. The Medical Examiner's Office obtains demographic data from vital records, hospitals, police departments and families.

Microsoft's Open Data Initiative

Microsoft has announced a global open data campaign to increase the value of open data for the community.

National Health Commission of the People's Republic of China

Covid-19 daily cases on province and city level

New York State Department of Health - Statewide Planning and Research Cooperative System (SPARCS)

PARCS is a comprehensive all payer data reporting system established in 1979 as a result of cooperation between the healthcare industry and government. The system was initially created to collect information on discharges from hospitals. SPARCS currently collects patient level detail on patient characteristics, diagnoses and treatments, services, and charges for each hospital inpatient stay and outpatient (ambulatory surgery, emergency department, and outpatient services) visit; and each ambulatory surgery and outpatient services visit to a hospital extension clinic and diagnostic and treatment center licensed to provide ambulatory surgery services.

NHS Digital Data

National Health Service England Digital (NHS) is the national digital, data and technology delivery partner for the NHS and social care system. They design, build, deploy and operate national products, platforms and data services for patients, clinicians, and clinical researchers in the NHS, academia and the life sciences sector.

NPGEO Corona Hub 2020

A national platform for geographic data provides thematically prepared content, maps, datasets and encoded data to support the combination, analysis and communication of relevant data on COVID-19.

NYT COVID-19 Data in the United States

The New York Times is releasing a series of data files with cumulative counts of coronavirus cases in the United States, at the U.S., state and county level, over time. The data were compiled from state and local governments and health departments in an attempt to provide a complete record of the ongoing outbreak.

ONE Africa COVID-19 Tracker

The ONE Africa COVID-19 Tracker has information on the health, economic, and social impacts of the virus on African countries. The Tracker includes a wide range of data to understand where resource gaps exist, how the economies of African countries are being impacted, and how societies and the individuals living within them are affected. The tracker provides insights into questions such as: How many hospital beds and intensive care units do countries currently have? What social protection measures have governments taken to minimize the virus’s impact or limit civil liberties? How has the crisis and resulting economic shutdowns impacted food intake or remittances from relatives living abroad?

Open Access Epidemiologic Data and an Interactive Dashboard to Monitor the COVID-19 Outbreak in Canada

The COVID-19 Canada Open Data Working Group is collecting publicly available information on confirmed and presumptive positive cases during the ongoing COVID-19 outbreak in Canada. Data are entered in a spreadsheet with each line representing a unique case, including age, sex, health region location, and history of travel where available. Sources are included as a reference for each entry. All data are exclusively collected from publicly available sources including government reports and news media.

Our World in Data COVID-19 Data

Over 200 country profiles are available which allow exploring the statistics on the coronavirus pandemic for every country in the world. Every profile includes four sections: deaths, testing, cases, government responses, and the details on the sources of the data.

Parents During the Corona Crisis

A comprehensive overview on the combined effects of the corona crisis on parents, childcare, the labor market and the perspective of partners, has so far been lacking. The study ties in here and examines the effects of the Corona crisis on parents, taking into account both the family and the world of work. It closes a gap in current research on the Corona crisis.
The study gives an overview of the magnitudes of parent groups affected by the closure of day-nurseries and schools and the changes in the labor market in the months of the lockdown. Four topics that achieved relevance during the crisis are also examined in more detail: parents in systemically relevant professions, working from home as a solution, division of labor between women and men, psychological consequences of the crisis for parents.
The study is based on special evaluations of the latest Microcensus from the German Federal Statistical Office (2018) and on a few special questions injected in German Internet Panel for the Mannheim Corona Study (in German).

Preferences Through Twitter / From Tweets to Statistics

Sentiment analysis applied to Twitter data provides timely insights into how people in Luxembourg fared during the COVID-19 crisis. This short article reports some preliminary results from the project “Preferences through Twitter” and showcases some of the possibilities and limitations made available by the new techniques.

Rapid Action Coronavirus Earth Observation (Race)

The European Space Agency ESA and the European Commission have set up a new internet platform with data from Earth observation. The project, called "Rapid Action Coronavirus Earth Observation" (Race) uses satellite images from the Copernicus earth observation program and provides information on environmental pollution, economic activity or traffic.

Real-Time Population Survey (RPS)

The core of the Real-Time Population Survey (RPS) online survey closely follows the core labor market questions in the BLS’s primary household survey, the Current Population Survey (CPS). Because it closely follows the CPS, it is possible to compute labor market estimates consistent with the government measures. This means that the results can be viewed as real-time predictions of the official government statistics, except available up to six weeks ahead of time and updated twice as often. This is one of the key distinctive features compared to other recent studies using online surveys to gauge the state of the US labor market.

Reported Vacancies, Federal Employment Agency

Reported vacancies registered from the Federal Employment Agency by structural characteristics and economic sectors (in German).

Return2Learn Tracker

Return2Learn (R2L) is another learning mode tracker constructed by the American Enterprise Institute and Davidson College. Like Burbio, the R2L data consists of weekly indicators from August 2020 onward of the share of public school students engaged in one of the three learning modes, although their definitions differ somewhat. The data is available at the school district level, covering about 8,000 districts in over 3,000 counties that account for 90% of U.S. K-12 student enrollment.

Risklayer Explorer

Since February 5th Risklayer has been collecting data from across 5,000 sources including websites of districts, federal states and ministries worldwide to provide timely data on COVID-19 statistics. This has taken a life of its own, and turned into a crowd-sourcing effort with many volunteers across the world.

RKI Robert Koch Institute COVID-19 County Level Data

RKI Robert Koch Institute analyses, situation reports and rolling updates (in German).

Safegraph Shelter-In-Place Index

Due to the COVID-19 pandemic, people are currently engaging in social distancing. In order to understand what is actually occurring at a census block group level, SafeGraph is offering a temporary Social Distancing Metrics product. The data was generated using a panel of GPS pings from anonymous mobile devices. This product is delivered daily (3 days delayed from actual). Daily data is available going back to January 1, 2020.

Short-Time Work in Germany

Short-time work in Germany for all regions and districts from the Federal Employment Agency (in German).

Situation and Evolution of the COVID-19 pandemic in Spain

Daily update of the situation of COVID-19 in Spain, with geographic information and epidemiological characteristics of COVID-19 cases, as well as indicators of the evolution of the pandemic. Results are obtained from the daily aggregated notification of the autonomous communities to the Spanish Ministry of Health (in Spanish).

Social Impact of COVID-19 Survey

The Social Impact of COVID-19 survey from the Central Statistics Office, Ireland was undertaken to measure the impact COVID-19 has had on Irish society in April 2020. This survey includes such topics as personal well-being, personal concerns related to COVID-19, changes in consumption behaviour and working life since the onset of the COVID-19 crisis.

Social Statistical Database, Statistics Netherlands

The SSB contains detailed individual-level information about completed levels of education, employment status, job characteristics, income sources and other personal and socioeconomic characteristics of all citizens of the Netherlands.

Spanish Daily Mortality Monitoring System (MoMo)

MoMo is a surveillance system shared by European countries aimed at detecting excess deaths related to seasonal influenza, pandemics and other public health threats. In Spain, the information is obtained from the computerized entries in the Civil Registers and Notaries of the Ministry of Justice. The entries account for approximately for 92% of deaths nationwide, although that percentage ranges from 100% to 54% depending on the region (in Spanish).

Special Evaluation of the First Death Figures for 2020 for Germany 2016 - 2020 Special Analysis from the Federal Statistical Office, Germany

This special evaluation contains deaths by days and months since January 01, 2016. The evaluation for the years 2016 to 2018 is based on the final plausible data of these reporting years. Data from January 1, 2019 are provisional - this is a mere number of cases of death reports received from the registry offices - without the usual statistical processing (in German).

Stata Covid-19 Resource Hub

Resources for analysis in the fight against COVID-19. From importing, cleaning, and preparing your data for analysis, performing myriad statistical analyses, to final automated reporting of the results, Stata provides features for all stages of the analysis of infectious diseases such as COVID-19.

State COVID-19 Data Dashboards

This expert perspective reviews the key indicators currently being tracked by states via their COVID-19 dashboards and also provides an overview of “best practices” states can consider when developing or modifying these same COVID-19 dashboards.

Sustainable Development Report 2021

The Sustainable Development Report 2021 presents the Sustainable Development Goals (SDG) Index and Dashboards for all UN member states, outlines the short-term impacts of COVID-19 on the SDGs, and describes how the SDGs can frame the recovery. It was prepared by teams of independent experts at the Sustainable Development Solutions Network (SDSN) and the Bertelsmann Stiftung.

The Covid Tracking Project

The most complete data abount COVID-19 in US. Daily updates on the latest numbers on tests, confirmed cases, hospitalizations, deaths and patient outcomes from every US state and territory.

The COVID-19 Household Impact Survey

The COVID-19 Household Impact Survey is a philanthropic effort to provide national and regional statistics about physical health, mental health, economic security, and social dynamics in the United States from the US Data Foundation.

The COVID-19 related traffic reduction and decreased air pollution in Europe

European data-driven insights indicate that the reduction of traffic may be associated with improved air quality thanks to the reduction in some pollutants. However, more data is needed to conclude a causal relationship.

The Economist's Tracker for COVID-19 Excess Deaths

This repository contains the data behind The Economist’s tracker for covid-19 excess deaths (which is free to read), and the code that has been used to clean, analyze and present the numbers.

The Socioeconomic High-resolution Rural-Urban Geographic Dataset on India - SHRUG COVID-19 platform

Development Data Lab COVID India comprises an administrative data backbone with local estimates of health system capacity and local economic conditions. All data are provided with consistent location identifiers (state, district, etc.) to allow for data to be easily merged and analyzed together.
This effort integrates three types of data in a common geographic frame: (i) baseline data on health, economic conditions, demographics, and state capacity; (ii) surveys collecting data on the rapidly evolving conditions on the ground; and (iii) real time data on cases, policy responses, etc.

Truck Toll Mileage Index

The index provides early indications of short-term economic trends. For the time being, the index is updated and published every working day.from the Federal Office for Goods Transport (BAG) and the Federal Statistical Office (Destatis).

Trustlab OECD Initiative

The survey is part of the Trustlab initiative conducted in the United States. This initiative combines largescale incentivized economic experiments with a survey on a broad range of questions on the determinants of trust. The data collection of the second wave of the Trustlab started on the 12th of June 2020, at a time when Corona cases and deaths in the U.S. were quickly growing and was completed on the 7th of September in the same year. The questionnaire of this second wave of the Trustlab captured a set of questions related to the COVID-19 pandemic which constitute our main variables of interest, ranging from self-reported (protective) behavior over worries about the spread in the local community to opinions about the political management of the crisis. The sample contains 1,120 participants and is broadly representative of the U.S. working-age population in terms of age, gender, and income.

Unemployment Insurance Weekly Claims Data from the U.S. Department of Labor

The Unemployment Insurance weekly claims data are used in current economic analysis of unemployment trends in the nation, and in each state. Initial claims measure emerging unemployment and continued weeks claimed measure the number of persons claiming unemployment benefits.

UNESCO Global Monitoring of School Closures

UNESCO is tracking the evolution of COVID-19 caused closures of educational institutions and monitoring the policy responses deployed to mitigate impact. This includes tracking the timing and duration of closures and the number of students affected by level of education and sex. The data on closures and re-openings, as well as the number of impacted learners, are displayed on an interactive map. Updated on a weekly basis, the map shows the evolution of closures since mid-February 2020. Data on the evolution of school closures and re-openings is available for download.

UNICEF Vaccination Rates

UNICEF Vaccination Rates

USAFacts, Coronavirus Locations

This county visualization is unique to USAFacts and is updated with the most recent data as frequently as possible. This interactive feature aggregates data from the Centers for Disease Control and Prevention (CDC), state- and local-level public health agencies. County-level data is confirmed by referencing state and local agencies directly. Confirmed cases, deaths, and per capita adjustments reflect cumulative totals since January 22nd, 2020.

WAQI COVID-19 Air Quality Worldwide Dataset

Provides a worldwide weather and air quality dataset specially organized for researche on the COVID-19 pandemic. Data collection is based on the physical weather stations located in different sections in the city. The data set provides min, max, median and standard deviation for each of the air pollutant species as well as meteorological data.

Working Life in the COVID-19 Pandemic 2021

This publication consists of individual country reports on working life during 2021 for 28 countries – the 27 EU Member States and Norway. The country reports summarise evidence on the impact of the COVID-19 pandemic on working life based on national research and survey results during 2021. They outline the policy responses of governments and social partners in their efforts to cushion the socioeconomic effects and include a focus on policy areas related to adapting to the pandemic and the return to work. This includes in particular a focus on new health and safety arrangements at work, new work arrangements, policies to address labour shortages and wages and wage setting. The reports also explore the impact of the pandemic on social dialogue, collective bargaining and industrial action.

World Happiness Report 2021

The World Happiness Report 2021 focuses on the effects of COVID-19 and how people all over the world have fared. The report's focus is on the effects of COVID-19 on the structure and quality of people’s lives, and second to describe and evaluate how governments all over the world have dealt with the pandemic.

World Health Organization (WHO) COVID-19 Candidate Vaccine Landscape Database

• The COVID-19 candidate vaccine landscape and tracker database compiles detailed information on COVID-19 vaccine candidates in development. Allows users to search for COVID-19 vaccines through various criteria such as vaccine platform, schedule of vaccination, route of administration, developer, trial phase and clinical endpoints.

Worldometer

Live world statistics on countries, death rates, symptoms, incubation, transmission and more news.