I have one data frame dt
with data about dive behavior and at three different areas BA, MI, FA
.
I want to add main title to my multiple plots (ba, mi, fa
) using ggarrange
, but I didn't find something that worked.
I want to add main title "Dive depths (m)" at top of my 3 plots
library(data.table)
library(ggplot2)
dt = data.table(area= c("BA", "FA", "MI"),
dmean = c(30, 50, 200, 76, 467, 87, 98, 10, 240, 176, 89, 400, 340, 10, 40, 54, 89, 340, 205),
sex = c("F", "M"))
ba<-ggplot(dt[dt$area=="BA",], mapping = aes(y = dmean, x = sex, color = sex, fill=sex))+
geom_violin(alpha=.5,scale = "width",trim = FALSE, position=position_dodge(1))+
ggtitle("Dive mean at BA and sex")+
scale_y_log10(breaks = c(10, 30, 50, 100, 200, 300, 400, 500)) +
scale_fill_discrete(name="Social class",
labels=c("Female", "Male"))+
xlab("Habitat")+
ylab("Dive depth (m)")+
theme_bw();ba
mi<-ggplot(dt[dt$area=="MI",], mapping = aes(y = dmean, x = sex, color = sex, fill=sex))+
geom_violin(alpha=.5,scale = "width",trim = FALSE, position=position_dodge(1))+
ggtitle("Dive mean at MI and sex")+
scale_y_log10(breaks = c(10, 30, 50, 100, 200, 300, 400, 500)) +
scale_fill_discrete(name="Social class",
labels=c("Female", "Male"))+
xlab("Habitat")+
ylab("Dive depth (m)")+
theme_bw();mi
fa<-ggplot(dt[dt$area=="FA",], mapping = aes(y = dmean, x = sex, color = sex, fill=sex))+
geom_violin(alpha=.5,scale = "width",trim = FALSE, position=position_dodge(1))+
ggtitle("Dive mean at FA and sex")+
scale_y_log10(breaks = c(10, 30, 50, 100, 200, 300, 400, 500)) +
scale_fill_discrete(name="Social class",
labels=c("Female", "Male"))+
xlab("Habitat")+
ylab("Dive depth (m)")+
theme_bw();fa
t<-ggarrange(ba, mi, fa,
ncol=3, nrow=1, common.legend = TRUE, legend="bottom");t
#I tried insert:
ggtitle = "Dive depths (m)"
top = "Dive depths (m)")
top=textGrob("Dive depths (m)"
Someone know how to do?
Combine the plots over multiple pagesThe function ggarrange() [ggpubr] provides a convenient solution to arrange multiple ggplots over multiple pages. After specifying the arguments nrow and ncol, ggarrange()` computes automatically the number of pages required to hold the list of the plots.
The base R functions such as par() and layout() will not work with ggplot2 because it uses a different graphics system and this system does not recognize base R functionality for plotting. However, there are multiple ways you can combine plots from ggplot2 . One way is using the cowplot package.
Currently, the only way to change the space between multiple plot is ggarrange() is to change the margins of each plot (#58). An option to change the spacing in the ggarrange() itself would improve the user experience.
You can use annotate_figure
:
library(ggpubr)
plot<- ggarrange(ba,mi,fa, ncol=3, nrow=1, common.legend = TRUE,legend="bottom")
annotate_figure(plot, top = text_grob("Dive depths (m)",
color = "red", face = "bold", size = 14))
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With