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ggplot plot axis ticks and labels separately

I am looking for a way to create ticks and labels in different positions on a ggplot.

Sample code

#load libraries
library(ggplot2)
library(reshape2)

#create data
df <-data.frame(A=1:6,B=c(0.6,0.5,0.4,0.2,0.3,0.8),C=c(0.4,0.5,0.6,0.8,0.7,0.2),D=c("cat1","cat1","cat1","cat2","cat2","cat2"))
df 
df1 <- melt(df,measure.vars=c("B","C"))

#plot
p <- ggplot()+
  geom_bar(data=df1,aes(x=A,y=value,fill=variable),stat="identity")+
  theme(axis.title=element_blank(),legend.position="none")
print(p)

enter image description here

In this figure, the default has the ticks and labels at same position (defined by breaks). And the x axis line is missing altogether due to the theme.

Instead, I would like to have ticks at these positions

tpoint <- c(1,3,4,6)

and labels at these positions

lpoint <- data.frame(pos=c(2,5),lab=c("cat1","cat2"))

And eventually a figure something like one shown below with partial x-axis line or full x-axis line:

enter image description here

This puts my labels in place

p1 <- p + scale_x_discrete(breaks=lpoint$pos,labels=lpoint$lab)

But the ticks are in the wrong place and multiple scales are not possible?

like image 595
rmf Avatar asked Apr 10 '26 16:04

rmf


1 Answers

The closest I could come to your desired output is this:

dfannotate <- data.frame(x = c(2, 5), xmin = c(1, 4), xmax = c(3, 6), y = -.01, height=.02)
dfbreaks = data.frame(lim = 1:6, lab = c('', 'cat1', '', '', 'cat2', ''))

p + geom_errorbarh(data = dfannotate, aes(x, y, xmin=xmin, xmax=xmax, height=height)) +
  scale_x_discrete(limits=dfbreaks$lim, labels=dfbreaks$lab) +
  scale_y_continuous(expand = c(0, 0), limits=c(-0.02, 1.02)) +
  theme(axis.ticks.x = element_line(linetype=0))
like image 153
shadow Avatar answered Apr 13 '26 04:04

shadow