ggplot2

Tutorial exercises

-- https://github.com/GladB/ggplot_tutorial/blob/master/to_present.Rmd

Image

Code

ggplot(iris, aes(Sepal.Length, Petal.Length))+
 geom_point(aes(color=Sepal.Width))+
 geom_smooth(method="lm")+
 theme_bw()

Image

Code

ggplot(iris, aes(x=Species, y=Petal.Length, color=Species, fill=Species)) +
  geom_boxplot(width = 0.6, alpha=0.5)+
  geom_jitter(width=0.1, height=0)+
  geom_violin(alpha = 0.5, fill="grey") 

Image

Code

ggplot(iris, aes(x=Species, y=Petal.Length, color=Species, fill=Species)) +
  geom_jitter(width=0.1, height=0)+
  geom_violin(alpha = 0.5, fill="grey")+
  geom_boxplot(width = 0.6, alpha=0.5)

Image

Code

ggplot(iris, aes(x=Species, y=Petal.Length, color=Species, fill=Species)) +
  geom_jitter(width=0.1, alpha=0.5)+
  geom_violin(alpha = 0.5, fill="grey", position = position_nudge(x=0.6))+
  geom_boxplot(width = 0.3, alpha=0.5)+
  coord_flip()+
  theme_classic()

Image

Code

ggplot()+
  geom_histogram(aes(x=Sepal.Length), fill="green", alpha = 0.5, data=iris)+
  geom_histogram(aes(x=Petal.Length), fill="red", alpha=0.5, data=iris)+
  facet_wrap(~Species)+
  theme_dark()+
  labs(x="Length of sepals (green), length of petals (red)", y="Number of flowers with these features")

Image

Code

ggplot(iris, aes(x=Sepal.Width))+
  geom_histogram(aes(fill=Species), color="black")+
  xlab("Sepal width")+
  ylab("Count")+
  ggtitle("Histogram of sepal width")

Image

Code

ggplot(iris, aes(x=Sepal.Length, y=Sepal.Width))+
  geom_point(aes(color=Petal.Width, shape=Species), size=2)+
  scale_color_gradient(low = "yellow", high = "red")+
  theme_grey()