1.16 Income and education in US counties: The scatterplot below shows the relationship between per capita income (in thousands of dollars) and percent of population with a bachelor's degree in 3,143 counties in the US in 2010.

a) What is the explanatory variable? b) What is the response variable? c) Describe the relationship between the variables. d) Can we conclude that having a bachelor's degree increases one's income?