Now with one line of code, define the dat table as done above, but change the use mutate to create a rate variable and reorder the state variable so that the levels are reordered by this variable....

Now with one line of code, define the dat table as done above, but change the use mutate to create a rate variable and reorder the state variable so that the levels are reordered by this variable. Then make a barplot using the code above, but for this new dat.

Now we are going to make a density plot for males and females separately. We can do this using the group argument. We assign groups via the aesthetic mapping as each point needs to a group before making the calculations needed to estimate a density.