# Install packages
if (!requireNamespace("ggpubr", quietly = TRUE)) {
install.packages("ggpubr")
}if (!requireNamespace("ggthemes", quietly = TRUE)) {
install.packages("ggthemes")
}
# Load packages
library(ggpubr)
library(ggthemes)
GGPubr Boxplot
Note
Hiplot website
This page is the tutorial for source code version of the Hiplot GGPubr Boxplot
plugin. You can also use the Hiplot website to achieve no code ploting. For more information please see the following link:
Feature-rich boxplot (GGPubr interface).
Setup
System Requirements: Cross-platform (Linux/MacOS/Windows)
Programming language: R
Dependent packages:
ggpubr
;ggthemes
Data Preparation
# Load data
<- read.delim("files/Hiplot/072-ggpubr-boxplot-data.txt", header = T)
data
# View data
head(data)
len supp dose
1 4.2 VC 0.5
2 11.5 VC 0.5
3 7.3 VC 0.5
4 5.8 VC 0.5
5 6.4 VC 0.5
6 10.0 VC 0.5
Visualization
# GGPubr Boxplot
<- ggboxplot(
p data = data, x = "supp", y = "len", facet.by = "dose",
merge = T,
color = "supp",
fill = "white") +
stat_compare_means(
label = "p.signif",
label.x.npc = "center",
method = "wilcox") +
scale_y_continuous(expand = expansion(mult = c(0.2, 0.2))) +
scale_fill_manual(values = c("#e04d39","#5bbad6")) +
ggtitle("Complex Boxplot") +
theme_stata() +
theme(text = element_text(family = "Arial"),
plot.title = element_text(size = 12,hjust = 0.5),
axis.title = element_text(size = 12),
axis.text = element_text(size = 10),
axis.text.x = element_text(angle = 0, hjust = 0.5,vjust = 1),
legend.position = "right",
legend.direction = "vertical",
legend.title = element_text(size = 10),
legend.text = element_text(size = 10))
p
