ggplot2tutorial6.R

## Two continuous variables
ggplot(data=housing, aes(x = Home.Value, y= Structure.Cost)) + stat_identity() # Is the same as geom_point()
ggplot(housing, aes(x = Home.Value, y= Structure.Cost, color=region)) + stat_smooth() # Is the same as geom_smooth()

## One continuous and one categorical
ggplot(data=housing, aes(x = region, y= Home.Value)) + stat_boxplot() # Is the same as geom_boxplot()
ggplot(housing, aes(x = region, y= Structure.Cost, color=region)) + stat_ydensity() # Is the same as geom_violin()

## One categorical
ggplot(data=housing, aes(x = region)) + stat_count() # Is the same as geom_bar()

## One continuous
ggplot(data=housing, aes(x = Home.Value)) + stat_bin() # Is the same as geom_histogram()
ggplot(data=housing, aes(x = Home.Value)) + stat_density() # Is the same as geom_density()