This project establishes the relationship between the number of qualified group of employment age who were vaccinated against the COVID-19 virus with unemployment rates over a 9-month period through a predictive analytic. Two datasets were gathered from the CDC(Center for Diseases Control and Prevention) and BLS(Bureau of Labor Statistics) websites. Linear Regression model was applied to predict the outcome.