Washington state resident civilian labor force and employment. It is updated every month, and the last update is in October 2021.
Washington State Unemployment insurance claims and benefits data. It is updated every week, and the last update is in September 2020.
The work context which exposed to disease or infections. It is updated continuously, and the last update is in November 2021.
The data is about what extent the job require the worker to perform job tasks in close physical proximity to other people. It is updated continuously, and the last update is in November 2021.
The data is about coronavirus cases and deaths by week of illness onset, county, and age. It is updated every week, and the last update is in November 2021.
The data is about ACS 5-year estimates public use microdata sample for 2018. It is updated every week, and the last update is in November 2021.
External Tools and Libraries
- nltk, VADER
 Baker, M. G., Peckham, T. K., & Seixas, N. S. (2020) Estimating the burden of United States workers exposed to infection or disease: A key factor in containing risk of COVID-19 infection. PLoS ONE, 15(4), doi: 10.1371/journal.pone.0232452.
 Rose-Redwood, R., Kitchin, R., Apostolopoulou, E., Rickards, L., Blackman, T., Crampton, J., Rossi, U., & Buckley, M. (2020) Geographies of the COVID-19 pandemic, Dialogues in Human Geography, 10(2), 97–106, doi: 10.1177/2043820620936050.
 Cinnamon, J. (2020) Platform philanthropy, “public value”, and the COVID-19 pandemic moment. Dialogues in Human Geography, 10(2), 242–245, doi: 10.1177/2043820620933860.
 Everts, J. (2020) The dashboard pandemic. Dialogues in Human Geography, 10(2), 260–264, doi: 10.1177/2043820620935355.
 Rahman, A., & Jahan, Y. (2020) Defining a “Risk Group” and Ageism in the Era of COVID-19, Journal of Loss and Trauma, 25(8), 631-634, doi: 10.1080/15325024.2020.1757993.
 Schneider, E. C. (2020) Failing the Test — The Tragic Data Gap Undermining the U.S. Pandemic Response, New England Journal of Medicine, 383(4), 299-302, doi: 10.1056/nejmp2014836.
 Smith, C. D., & Mennis, J. (2020) Incorporating Geographic Information Science and Technology in Response to the COVID-19 Pandemic, Preventing Chronic Disease, 17: 200246, doi: 10.5888/pcd17.200246.
 Bondi, L., Davidson, J., & Smith, M. (2012) Introduction: Geography’s ‘emotional turn’, Emotional Geographies, 1–16.
 Eaves, L. T., & Al-Hindi, K. F. (2020) Intersectional geographies and COVID-19, Dialogues in Human Geography, 10(2), 132–136, doi: 10.1177/2043820620935247.
 Garg, S., Kim, L., Whitaker, M., O’Halloran, A., Cummings, C., Holstein, R., Prill, M., Chai, S. J., Kirley, P. D., Alden, N. B., Kawasaki, B., Yousey-Hindes, K., Niccolai, L., Anderson, E. J., Openo, K. P., Weigel, A., Monroe, M. L., Ryan, P., Henderson, J., … Fry, A. (2020) Hospitalization Rates and Characteristics of Patients Hospitalized with Laboratory-Confirmed Coronavirus Disease 2019 — COVID-NET, 14 States, March 1–30, 2020, MMWR, Morbidity and Mortality Weekly Report, 69(15), 458–464, doi: 10.15585/mmwr.mm6915e3.
 Gauthier, G. R., Smith, J. A., García, C., Garcia, M. A., & Thomas, P. A. (2020) Exacerbating Inequalities: Social Networks, Racial/Ethnic Disparities, and the COVID-19 Pandemic in the United States, The Journals of Gerontology: Series B, XX(XX), 1–5, doi: 10.1093/geronb/gbaa117.
 Hawkins, D. (2020) Differential occupational risk for COVID-19 and other infection exposure according to race and ethnicity, American Journal of Industrial Medicine, 63(9), 817–820, doi: 10.1002/ajim.23145.
 Laurencin, C. T., & McClinton, A. (2020) The COVID-19 Pandemic: a Call to Action to Identify and Address Racial and Ethnic Disparities, Journal of Racial and Ethnic Health Disparities, 7(3), 398–402, doi: 10.1007/s40615-020-00756-0.
 Ravi, K. (2020) Ethnic disparities in COVID-19 mortality: are comorbidities to blame?, The Lancet, 396 (10243), 22, doi: 10.1016/S0140-6736(20)31423-9.
 Selden, T., & Berdahl, T. (2020) COVID-19 And Racial/Ethnic Disparities In Health Risk, Employment, And Household Composition, Health Affairs, 9(9), 1624-1632, doi: 10.1377/hlthaff.2020.00897.
Employment, Work and Workplaces
 Baker, M. G., Peckham, T. K., & Seixas, N. S. (2020) Estimating the burden of United States workers exposed to infection or disease: A key factor in containing risk of COVID-19 infection, PLoS ONE, 15(4), e0232452, doi: 10.1371/journal.pone.0232452.
 Michael Belingheri, Maria Emilia Paladino, M. A. R. (2020) COVID-19: Health prevention and control in non-healthcare settings, Occupational Medicine (Oxford, England), 70, 82–83, doi: 10.1093/occmed.
 Chetty, R., Friedman, J. N., Hendren, N., Stepner, M. & the Opportunity Insights Team (2020) The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data, Opportunity Insights, retrieved on August 1, 2020.