Is a state with a higher population density likely to have a higher violent crime rate? The following data represent the population density (people per square mile) and violent crime rate (crimes per 100,000 population) for a random sample of states.

(a) Do states with higher population densities have higher crime rates at the α = 0.05 level of significance?
(b) Draw a scatter diagram to support your conclusion.