Ordering of bars in ggplot

Question

I have looked through the answers in this forum but cannot seem to find an answer to this specific problem. I have the following data and want to create a bar chart where the bars are ordered from largest to smallest in terms of "Value", rather than having them in alphabetical order:

breadth_data <- read.table(textConnection("Stakeholder  Value
'Grantseekers'  0.90
'Donors'    0.89
'Community' 0.55
'Hurricane Relief Fund' 0.24
'Media' 0.19
'Employment Seekers'    0.12
'Affiliates'    0.10
'Youth' 0.09
'Women' 0.02
'Former Board Members'  0.01"), header=TRUE)

Then the basic bar chart:

c <- ggplot(breadth_data, aes(x=Stakeholder, y=Value))
c + geom_bar(stat="identity") + coord_flip() + scale_y_continuous('') + scale_x_discrete('')

I have tried many of the different reorderings and transformations I've seen on StackOverflow but I cannot seem to find one that works. I am sure this is fairly simple, but I would appreciate any help!

Thanks,

Greg

Answer 1

You want function reorder():

breadth_data <- transform(breadth_data,                            Stakeholder = reorder(Stakeholder, Value)) 

Which gives:

If you want them the other way round, an easy way is just to use order() on Value inside the reorder() call:

breadth_data <- transform(breadth_data,                           Stakeholder = reorder(Stakeholder,                                                  order(Value, decreasing = TRUE)))