• The Stata Guide – Medium graphs and more
• Stata SVY command and more
• Stata replication package – how to create

Work from home

• COVID Data | U.S. Department of Education
• School Learning Modalities | HealthData.gov – data legend, downloaded to Covid folder Nov 20
• Top 25 Stata Visualization by Fahad Mirza | The Stata Gallery (medium.com)
• What Have Workers Done with the Time Freed up by Commuting Less? – Liberty Street Economics (newyorkfed.org)
• How Much Do Workers Actually Value Working from Home? | Publications | CESifo
• Microsoft New Future of Work Report 2022
• The future of the flexible work revolution depends on men – Slate
• The Unintended Consequences of Working from Home – Freakonomics
• The State of Remote Working Research
• Does the Pandemic Affect Inequality within Families?: The Case of Dual-Earner Couples in Israel
• Frontiers | Worker Stress, Burnout, and Wellbeing Before and During the COVID-19 Restrictions
• Gender Inequalities and Economic Theory and Policies for a Post-Pandemic World | Levy Economics Institute
• O*Net research and data – onet

Labor and Demographic Microdata

• USAFacts government data – various
• Facebook data for good – various
• iPums-USA – and other ipums
• CPS NBER extracts – basic, MORG,supplements
• NLSY – panel data N=8000+ in 1997, BLS set of docs
• AEA data list
• PSID homepage
• Payscale.com -wages
• Unemployment rate by education level – retrieve data
• BLS employment, prices, wages – and more
• Unemployment rates by state – BLS table

• National Study of Caregiving (NSOC)-data

• U.S. School Closure & Distance Learning Database – covid-19

Immigration

• Migration data portal -migrationdataportal.org
• Migration and remittances – xls World Bank
• US immigration trends -migrationpolicy.org
• Center for Immigration Studies – cis.org
• Pew research on immigration – countries of origin, etc
• Pew Research facts – fertility and other trends
• DHS immig stats– undocumented residents, refugees, asylums, H1b workers, yearbook of immigration stats
• OECD International Migration Statistics-library
• Canada 2011 National Household Survey-place of birth, citizenship, ethnic origin, language, religion
• UN migration data – international migrants
• Foreign-born workers: labor force characteristics—BLS
• Foreign-Born Population-U.S. Census Bureau
• ICPSR database – keyword search
• Demographics and US immigration – vox
• UN population fund – data
• International Org for Migration – infographics, data, research
• Counter-trafficking data – human trafficking
• Center for Migration Studies – undocumented pop & other data

Population – State level data

• Census statistical abstracts – shares of educated adults, etc
• Population estimates – by state, year, age
• Annual population counts – census
• Population characteristics by state – census
• Median household income– by state Table H8
• Share of urban population by state – Iowa program
• Welfare data – U of K center for poverty research
• Marriage and divorce – CDC
• CDC Wonder database – vital stats

Health

• CDC Wonder database – as in Deaton and Case
• CDC National Center for Health Statistics  – divorce, fertility
• World famines in history

Education

• Digest of educational stats by year – NCES
• Higher ed by state – nces
• The conditions of education – nces
• Trends in higher ed pricing, etc– college board
• IPEDS data -NCES
• National survey of college graduates – longitudinal
• iPums higher ed – NSCG
• CA dept of education -dataquest
• IPEDS – nces
• Educ attainment by country 1950-present – Barro-Lee

Food

• USDA food and nutrition – ERS
• World bank data – development indicators, etc

Crime

• Criminal Justice Statistics – older data from U of Albany
• National Archive of Criminal Justice Data

Macro

• Penn world tables – 1950-2014
• Correlates of War – world religions, etc
• Our world in data – portal
• Energy statistics – eia.gov
• World Bank global development -data

Data Sets on Coronavirus (COVID-19)

1.       Center for Disease Control (CDC) COVID Data Tracker: https://www.cdc.gov/covid-data-tracker/#cases (readily available)

2.       Google COVID-19 Mobility Data: https://www.google.com/covid19/mobility/ (readily available)​

3.       Google Trends Data: https://trends.google.com/trends/?geo=US (readily available)

4.       Johns Hopkins University (JHU) Center for Systems Science and Engineering (CSSE) Coronavirus COVID-19 Global Cases: https://coronavirus.jhu.edu/map.html (readily available)

5.    Downloadable Database: https://github.com/CSSEGISandData/COVID-19

6.   Miami Herald database on Lockdown Dates: https://www.miamiherald.com/news/nation-world/world/americas/haiti/article241249651.html (readily available)

7.   New York Times database: https://github.com/nytimes/covid-19-data (readily available)

8.   Our World in data: https://ourworldindata.org/coronavirus (readily available)

9.   World Bank: http://datatopics.worldbank.org/universal-health-coverage/coronavirus/ (readily available)

10.   Worldometer Database: https://www.worldometers.info/coronavirus/ (readily available)

11. Excess deaths – the Economist, reference with data sources

Some Other Coverage on Coronavirus (COVID-19)

1.       BBC News: https://www.bbc.com/news/coronavirus

2.       Federal Reserve

    o    Federal Reserve Bank of Atlanta COVID-19 Resources & Events: https://www.frbatlanta.org/news/covid-19

    o    Federal Reserve Bank of St. Louis COVID-19 Page: https://www.stlouisfed.org/covid-19

          §  COVID-19 Economic Data Tracking: https://research.stlouisfed.org/dashboard/49765

          §  COVID-19 Financial Data Tracking: https://research.stlouisfed.org/dashboard/49752

3.       Economist.com Coverage of the CoronaVirus: https://www.economist.com/coronavirus-pandemic

4.       International Monetary Fund (IMF) – Country Policy Responses to COVID-19: https://www.imf.org/en/Topics/imf-and-covid19/Policy-Responses-to-COVID-19

5.       International Monetary Fund (IMF): https://www.imf.org/en/Topics/imf-and-covid19​

6.       Pan American Health Organization (PAHO): https://www.paho.org/en/topics/coronavirus-infections/coronavirus-disease-covid-19-pandemic

7.       United Nations (UN): https://www.un.org/en/coronavirus​

8.       World Health Organization (WHO): https://www.who.int/health-topics/coronavirus#tab=tab_1​

9.       World Tourism Organization (WTO): https://www.unwto.org/tourism-covid-19

10.   Euromonitor International.  https://www.euromonitor.com/coronavirus

​11.   Bloomberg: https://www.bloomberg.com/coronavirus

Reading list

• Global Terrorism Database – U Maryland
• IZA the world of labor – online journal
• IZA discussion papers – online
• AEA web – and journals
• Journal of Labor Economics – site
• American Enterprise Institute: www.aei.org
• Brookings Institution: www.brookings.edu
• Cato Institute: www.cato.org
• Center for Immigration Studies: www.cis.org
• Citizen and Immigration Canada: http://www.cic.gc.ca/english/index.asp
• Department of Immigration and Citizenship Australia:  http://www.immi.gov.au/
• Economic Policy Institute: www.epi.org
• The Institute for Employment Research in Nuremberg, Germany, has created a dataset on immigration and emigration by education, available at http://www.iab.de/en/daten/iab-brain-drain-data.aspx
• Manhattan Institute for Policy Research: www.manhattan-institute.org
• Migration Policy Institute: www.migrationpolicy.org
• New York Times interactive map that shows how different immigrant groups settled across the US
• The OECD’s International Migration Statistics includes data on immigrants by citizenship, age, occupation, duration of stay, occupation, field of study and labor status, available at http://www.oecd-ilibrary.org/social-issues-migration-health/data/oecd-international-migration-statistics_mig-data-en.Partnership for a New American Economy: www.renewoureconomy.orgPew Research Hispanic Trends Project: www.pewhispanic.orgUnited Nations High Commissioner for Refugees (UNHCR): http://www.unhcr.orgUrban Institute: www.urban.orgThe U.S. Bureau of Labor Statistics releases data annually on the labor force characteristics of U.S.- and foreign-born workers, including their earnings, education and distribution across occupations: http://www.bls.gov/news.release/forbrn.toc.htmU.S. Citizenship and Immigration Services. (2013). Applicant performance on the naturalization test. Washington, DC: U.S. Department of Homeland Security. Available at http://www.uscis.gov/us-citizenship/naturalization-test/applicant-performance-naturalization-test U.S. Citizenship & Immigration Services:  http://www.uscis.gov/portal/site/uscisThe U.S. Census Bureau publishes reports on the characteristics of immigrants in the United States: http://www.census.gov/topics/population/foreign-born.html.The U.S. Department of State provides an explanation of permanent and temporary visas, including statistics: http://travel.state.gov/content/visas/english.html.The U.K.’s Office for National Statistics has maps of the distribution of different ethnic groups across England and Wales, available at http://www.ons.gov.uk/ons/interactive/census-map-2-1—ethnicity/index.html.The Urban Institute’s Children of Immigrants data tool generates charts and tables about the children of immigrants in the United States, available at http://datatool.urban.org/charts/datatool/pages.cfmThe World Bank’s resources on migration and remittances are available at www.worldbank.org/prospects/migrationandremittances
• Claudia Goldin’s papers – Harvard
• Scientists against statistical significance – nature
• worlddata.ai– large data collection
• Kaggle.com data collection
• Data USA – lots of data and visualizations
• ICPSR data – collection