Higher levels of education are associated with lower unemployment rates. The unemployment rate decreases from 14.9% for those without a high school diploma to 1.9% for those with a doctoral degree. A linear regression analysis of the data finds a weak but negative relationship between education levels and unemployment rates, with the unemployment rate decreasing by about 1% for each additional year of education.