How to start ggplot2 geom_bar from different origi

问题:

I'd like to start a bar chart at somewhere other than the y = 0. In my case, I want to start the bar chart at y = 1.

As an example, let's say that I build a identity geom_bar() chart with ggplot2.

df <- data.frame(values = c(1, 2, 0),
                 labels = c("A", "B", "C"))

library(ggplot2)
ggplot(df, aes(x = labels, y = values, fill = labels, colour = labels)) + 
  geom_bar(stat="identity")

Now, I'm not asking how to set scale or axis limits. I want bars representing values less than 1 to flow down from y = 1.

It needs to look like this...but with a different y axis:

Any advice?

回答1:

You could just change the labels manually, as shown in the other answer. However, I think conceptually the better solution is to define a transformation object that transforms the y axis scale as requested. With that approach, you're literally just modifying the relative baseline for the bar plots, and you can still set breaks and limits as you normally would.

df <- data.frame(values = c(1,2,0), labels = c("A", "B", "C"))

t_shift <- scales::trans_new("shift",
                             transform = function(x) {x-1},
                             inverse = function(x) {x+1})

ggplot(df, aes(x = labels, y = values, fill = labels, colour = labels)) + 
  geom_bar(stat="identity") +
  scale_y_continuous(trans = t_shift)

Setting breaks and limits:

ggplot(df, aes(x = labels, y = values, fill = labels, colour = labels)) + 
  geom_bar(stat="identity") +
  scale_y_continuous(trans = t_shift,
                     limits = c(-0.5, 2.5),
                     breaks = c(0, 1, 2))

回答2:

You could use

ggplot(df, aes(x = labels, y = values-1, fill = labels, colour = labels)) + 
  geom_bar(stat = "identity") +
  scale_y_continuous(name = 'values', 
                     breaks = seq(-1, 1, 0.5), 
                     labels = seq(-1, 1, 0.5) + 1)