r - ggplot2: Adjust the symbol size in legends

Question

How should I change the size of symbols in legends? I checked the document of theme but found no answer.

Here is an example:

library(ggplot2);library(grid)
set.seed(1000)
x <- 1:6
mu <- sin(x)
observed <- mu + rnorm(length(x), 0, 0.5*sd(mu))
data <- data.frame(
  t=rep(x, 2), 
  value=c(mu, observed) - min(mu, observed) + 0.5, 
  class = rep(c("mu", "observed"), each=length(x)))
mu <- data$value[1:length(x)]
observed <- data$value[1:length(x) + length(x)]
mu.min <- mu - 3 * 0.5 * sd(mu)
mu.max <- mu + 3 * 0.5 * sd(mu)
g <- ggplot(data=data)
g <- g + geom_point(aes(x=value, y=t, shape=class, size=24)) + scale_size(guide="none")
g <- g + scale_shape(name="", labels=expression(paste(S[u](t), ", the observation at time ", t), paste(mu[u](t), ", the mean of ", tilde(S)[u](t), "          ")))
stat_function.color <- gray(0.5)
g <- g + geom_segment(aes(y=1:6, yend=1:6, x=mu.min, xend=mu.max, linetype="2", alpha = 1), color=stat_function.color) + scale_alpha(guide="none") + scale_linetype(name= "", labels=expression(paste("probability density function (pdf) of ", tilde(S)[u], " at time ", t)))
for(i in 1:length(x)) {
  g <- g + stat_function(fun=function(x, i) {
    ifelse( x <= mu.max[i] & x >= mu.min[i], dnorm(x, mu[i], sd(mu)) + i, NA)
    }, color=stat_function.color, args=list(i=i))
}
background.color <- gray(0.75)
g <- g + theme(
  axis.text=element_blank(),
  title=element_text(size=rel(1.5)),
  legend.text=element_text(size=rel(1.5)),
  legend.position="top",
  legend.direction="vertical",
#   legend.key.size = unit(2, "cm"),
  panel.background=element_rect(fill=background.color), 
  panel.grid.major=element_line(color=background.color),
  panel.grid.minor=element_line(color=background.color)
  ) + coord_flip()
plot(g)

Answer 1

你应该使用：

theme(legend.key.size = unit(3,"line"))

Answer 2

override.aes您可以使用以下参数手动进行这些更改guide_legend()：

g <- g + guides(shape = guide_legend(override.aes = list(size = 5)))
print(g)

Answer 3

从 R 版本 3.2.2 开始，Marius 的回答对我不起作用。您仍然可以guide_legend()使用相同的override.eas参数进行调用，但您需要指定color而不是shape在包装函数中指定。

因此，如果您正在运行更高版本的 R，请尝试以下操作：

g + guides(color = guide_legend(override.aes = list(size=5)))

编辑

正如@Ibo 在评论中指出的那样，这可能是由于对象中的色阶ggplot。如果ggplot对象包含色标，则size=5必须在颜色上设置大小 ( ) 的映射。

Answer 4

如果您想独立更改图例的 2 个组件的大小，它会变得更加棘手，但可以通过使用grid包手动编辑绘图的各个组件来完成。

基于此 SO 答案的示例：

set.seed(1)
dat <- data.frame(x = runif(n = 100),
                  x2 = factor(rep(c('first', 'second'), each = 50)))
set.seed(1)
dat$y = 5 + 1.8 * as.numeric(dat$x2) + .3 * dat$x + rnorm(100)

# basic plot
g <- ggplot(data = dat,
       aes(x = x, y = y, color = x2))+
   theme_bw()+
   geom_point()+
   geom_smooth(method = 'lm')

# make the size of the points & lines in the legend larger
g + guides(color = guide_legend(override.aes = list(size = 2)))

# Make JUST the legend points larger without changing the size of the legend lines:
# To get a list of the names of all the grobs in the ggplot
g
grid::grid.ls(grid::grid.force())

# Set the size of the point in the legend to 2 mm
grid::grid.gedit("key-[-0-9]-1-1", size = unit(4, "mm"))

# save the modified plot to an object
g2 <- grid::grid.grab()
ggsave(g2, filename = 'g2.png')