library("ggplot2")
library(palmerpenguins)
ggplot(data = penguins) + geom_smooth(mapping = aes(x=flipper_length_mm, y=body_mass_g))
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## Warning: Removed 2 rows containing non-finite values (`stat_smooth()`).

ggplot(data = penguins) +
geom_smooth(mapping = aes(x=flipper_length_mm, y=body_mass_g)) +
geom_point(mapping = aes(x=flipper_length_mm, y=body_mass_g))
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## Warning: Removed 2 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 2 rows containing missing values (`geom_point()`).

ggplot(data = penguins) +
geom_smooth(mapping = aes(x=flipper_length_mm, y=body_mass_g, linetype=species))
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## Warning: Removed 2 rows containing non-finite values (`stat_smooth()`).

ggplot(data = penguins) +
geom_jitter(mapping = aes(x=flipper_length_mm, y=body_mass_g))
## Warning: Removed 2 rows containing missing values (`geom_point()`).

ggplot(data = penguins) +
geom_point(mapping = aes(x=flipper_length_mm, y=body_mass_g, color=species))+
geom_smooth(mapping = aes(x=flipper_length_mm, y=body_mass_g, color=species))+
facet_wrap(~species)
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## Warning: Removed 2 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 2 rows containing missing values (`geom_point()`).

ggplot(data = penguins) +
geom_point(mapping = aes(x=flipper_length_mm, y=body_mass_g, color=species))+
facet_grid(sex~species)
## Warning: Removed 2 rows containing missing values (`geom_point()`).

ggplot(data = penguins) +
geom_point(mapping = aes(x=flipper_length_mm, y=body_mass_g, color=species))+
facet_grid(~sex)
## Warning: Removed 2 rows containing missing values (`geom_point()`).

Diamonds
ggplot(data = diamonds) + geom_bar(mapping = aes(x=cut, color=cut))

ggplot(data = diamonds) + geom_bar(mapping = aes(x=cut, fill=cut))

ggplot(data = diamonds) + geom_bar(mapping = aes(x=cut, fill=clarity))

ggplot(data = diamonds) + geom_bar(mapping = aes(x=color, fill=cut)) +
facet_wrap(~cut)
