These links includes dashboards that visualize and analyze COVID-19 data in New York State, focusing on vaccination rates among healthcare workers, regional disparities in infections and hospitalizations, and the correlation between hospital density and vaccine uptake. Additionally, it explores nationwide impacts of the pandemic, such as the surge in internet usage due to remote work, as well as the potential for gender-specific differences in COVID-19 symptoms, particularly fever prevalence in May 2020.

Hypothesis 1:

In New York State, in 2022, COVID vaccination rates among healthcare workers peaked at 65% fully vaccinated and 55% boosted in Q2 as compared to Q1 before declining by 5 percentage in Q3, due to decreasing COVID cases over time.
Link - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard-Hypo1/VaccinatedDetails

Hypothesis 2:

In New York State, from March 2020 to February 2022, the 20-44 age group experienced approximately 30% higher COVID-19 cases in metropolitan counties compared to non-metropolitan counties, likely due to around 50% greater workplace exposure from office attendance among metropolitan residents.
Link - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard-Hypo2/Hypothesis2

Hypothesis 3:

In New York metropolitan counties, from January 2021 – December 2023, metropolitan counties are 45% more vaccinated compared to non-metropolitan counties, due to metropolitan counties having a greater number of hospitals.
Links 1 - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard1-Hypo3/Dashboard1-Hypo3
Links 2 - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard2-Hypo3/Dashboard2-Hypo3
Links 3 - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard3-Hypo3/Dashboard3-Hypo3

Hypothesis 4:

Due to high population in New York, the COVID hospitalization rate of New York County was 0.5% of the total population i.e. 1,578,801 versus 0.3% of the populations of other counties that are not in metropolitan areas from October 2021 - July 2023.
Link 1 - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard-Hypo4/Hypothesis4
Link 2 - https://public.tableau.com/app/profile/radhika.dubey2722/vizzes

Hypothesis 5:

The United States has witnessed the use of a daily internet communication surge of over 25% during the COVID-19 pandemic in 2020 compared to the pre-COVID era, due to increased preference for remote work / WFH.
Link - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard-Hypo5/Hypothesis5

Hypothesis 6:

In United States, during May 2020, more than 60% females are likely to experience fever as a symptom of COVID-19 than males, in the month of May in the year 2020 in the USA, due to a higher tendency of women to go outside for shopping and grocery.
Link - https://public.tableau.com/app/profile/radhika.dubey2722/viz/DataVisualizationDashboard-Hypo6/Dashboard6