I have the following data:
benchmark <- data.frame(
num_element = c(10000, 40000, 70000, 100000, 130000),
a = c(4.4363, 70.913, 215.83, 440.84, 740.84),
b = c(5.6356, 26.254, 48.570, 71.882, 95.455),
c = c(5.6356, 26.254, 48.570, 71.882, 95.455))
I want a grouped bar plot where all a, b, c
value of the same num_element
are together. This is how I plot it:
library(ggplot2)
library(reshape2)
data.m <- melt(benchmark, id.vars='num_element')
ggplot(data.m, aes(num_element, value))+
geom_bar(aes(fill = variable),
width = 0.4,
position = position_dodge(width=0.5),
stat="identity")+
theme(legend.position="top",
legend.title = element_blank(),
axis.title.x=element_blank(),
axis.title.y=element_blank())
But the graph looks like this:
Attempts:
I convert the num_element
to all strings:
num_element = c('10000', '40000', '70000', '100000', '130000')
and got this plot:
How do I arrange the x-axis in increasing order? Is there a way to do it without converting num_element
to String?