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ggplot2——图例篇

2015-08-06 01:13 495 查看

目录:

ggplot2中图例基础

如何隐藏图例?

如何隐藏图例标题?

如何更改图例顺序?

如何更改图例的标签文字?

如何设置图例标题和标签文字的大小、颜色?

如何将图例放到图的上方

(更多内容请见:R、ggplot2、shiny 汇总

ggplot2中图例基础:

ggplot2会自动生成图例,我们可以对图例进行删改。

相同名称相同颜色的图例会自动合并。如下图,点图和线图的color、shape产生的图例都是相同名称相同颜色的,所以合并在一次:

library(ggplot2)
dt = data.frame(A = 1:10, B = c(2,21,6,18,9,25,13,15,10,3), C = c('A','C','A','B','C','D','A','C','D','B'))
p = ggplot(dt, aes(x = A, y = B, group = factor(1))) +
geom_point(aes(color = C, shape = C), size = 3.8) +
geom_line(aes(color = C), size = 0.8)
p




如何隐藏图例?

方法一:用 guides(fill=FALSE) 隐藏由fill产生的图例,同理可以隐藏由color、shape产生的图例。

方法二:增加图层的时候把参数 show_guide 设为 FALSE,隐藏某图层的图例。

方法三:作用和方法一类似,设置 scale_fill_discrete(guide = FALSE),可以把中间的 fill 改成 color 或者 shape,从而隐藏相应的图例。

方法三:用 theme(legend.position = “none”) 来隐藏全局图例。

library(ggplot2)
dt = data.frame(A = 1:10, B = c(2,21,6,18,9,25,13,15,10,3), C = c('A','C','A','B','C','D','A','C','D','B'))
p = ggplot(dt, aes(x = A, y = B, group = factor(1))) +
geom_point(aes(color = C, shape = C), size = 3.8) +
geom_line(aes(color = C), size = 0.8, show_guide = FALSE)   ##隐藏此图层产生的图例
#   + guides(fill=FALSE)   ##隐藏由fill产生的图例
#   + scale_fill_discrete(guide = FALSE)   ##隐藏由fill产生的图例
#   + theme(legend.position = "none")   ##隐藏所有图例
p




如何隐藏图例标题?

library(ggplot2)
dt = data.frame(A = 1:10, B = c(2,21,6,18,9,25,13,15,10,3), C = c('A','C','A','B','C','D','A','C','D','B'))
p = ggplot(dt, aes(x = A, y = B, group = factor(1))) +
geom_point(aes(color = C, shape = C), size = 3.8) +
geom_line(aes(color = C), size = 0.8)
p + guides(color=guide_legend(title=NULL))   ##对color产生的图例去掉标题
# p + theme(legend.title=element_blank()) ##把所有图例的标题去掉




如何更改图例顺序?

用 scale_color_discrete,通过 breaks 参数设置图例的顺序(注意也可以把color改成fill或者shape):

library(ggplot2)
dt = data.frame(A = 1:10, B = c(2,21,6,18,9,25,13,15,10,3), C = c('A','C','A','B','C','D','A','C','D','B'))
p = ggplot(dt, aes(x = A, y = B, group = factor(1))) +
geom_point(aes(color = C, shape = C), size = 3.8) +
geom_line(aes(color = C), size = 0.8) +
scale_color_discrete(breaks = c('B','C','A','D'))
p




直接将图例逆序:

p + guides(color = guide_legend(reverse=TRUE))

或者:p + scale_color_discrete(guide = guide_legend(reverse=TRUE))

或者:p + scale_color_discrete(breaks = rev(levels(dt$C)))

如何更改图例的标签文字?

library(ggplot2)
dt = data.frame(A = 1:10, B = c(2,21,6,18,9,25,13,15,10,3), C = c('A','C','A','B','C','D','A','C','D','B'))
p = ggplot(dt, aes(x = A, y = B, group = factor(1))) +
geom_point(aes(color = C, shape = C), size = 3.8) +
geom_line(aes(color = C), size = 0.8) +
scale_colour_discrete(breaks = c('A','B','C','D'), labels = c('W','X','Y','Z'))
p




如何设置图例标题和标签文字的大小、颜色?

library(ggplot2)
dt = data.frame(A = 1:10, B = c(2,21,6,18,9,25,13,15,10,3), C = c('A','C','A','B','C','D','A','C','D','B'))
p = ggplot(dt, aes(x = A, y = B, group = factor(1))) +
geom_point(aes(color = C, shape = C), size = 3.8) +
geom_line(aes(color = C), size = 0.8) +
theme(legend.title = element_text(color="134", size=16, face="bold")) +   ##设置标题,face="bold"加粗
theme(legend.text = element_text(color="azure4", size = 14, face = "bold"))   ##设置标签文字
p




如何将图例放到图的上方:

library(ggplot2)
dt = data.frame(A = 1:10, B = c(2,21,6,18,9,25,13,15,10,3), C = c('A','C','A','B','C','D','A','C','D','B'))
p = ggplot(dt, aes(x = A, y = B, group = factor(1))) +
geom_point(aes(color = C, shape = C), size = 3.8) +
geom_line(aes(color = C), size = 0.8) +
theme(legend.position = 'top')   ##同理可以取 bottom、right、left
p




更多图例信息请参考:Legends (ggplot2)

转载请注明出处,谢谢!(原文链接:http://blog.csdn.net/bone_ace/article/details/47284805
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