Initial Visualization

ggplot(diamonds, aes(cut,price)) + geom_boxplot()

ggplot(diamonds, aes(color,price)) + geom_boxplot()

ggplot(diamonds, aes(clarity,price)) + geom_boxplot()

ggplot(diamonds, aes(carat, price)) +
  geom_hex(bins=50)