求助:在R中为同一数据集的两个变量添加自定义图例失败
问题原因及解决方案
你的代码没法生成自定义图例的核心原因是:没有把颜色设置成ggplot能识别的映射关系。
你现在是直接在geom_point里把color设为固定值("black"、"red"),这属于硬编码样式,ggplot不会为这种固定值生成图例;而scale_colour_manual是用来配合aes()里的颜色映射使用的,没有对应的映射时,这个设置自然不会生效。
正确的修改步骤:
把数据转成长格式(tidy data)
ggplot更适合处理长格式数据,你需要把y1和y2合并成一列,同时新增一个分组列区分两组数据。可以用tidyr::pivot_longer来实现:library(tidyr) combo_plot_long <- pivot_longer(combo_plot, cols = c(y1, y2), names_to = "group", values_to = "y")修改ggplot代码,建立颜色映射
把color放到aes()里,映射到新的分组列,然后用scale_colour_manual自定义颜色和标签:ggplot(combo_plot_long, aes(x = x, y = y, color = group)) + geom_point(size = 2) + coord_cartesian(xlim = c(0,1.25), ylim = c(200,450)) + scale_x_continuous(breaks = seq(0,1.25,0.25), minor_breaks = seq(0,1.5,0.25), expand = c(0, 0)) + scale_y_continuous(breaks = seq(200,450,25), minor_breaks = seq(200,450,25), expand = c(0, 0)) + scale_colour_manual(name = "分组", values = c("y1" = "black", "y2" = "red"), labels = c("c2", "c1")) + theme(plot.title = element_text(family = "GE Inspira", color="#666666", face="bold", size=16, hjust=0.5)) + theme(axis.title = element_text(family = "GE Inspira", color="#666666", face="bold", size=12, hjust=0.5))
补充说明:
如果不想转换数据格式,也可以在每个geom_point的aes()里手动指定分组映射,比如:
ggplot(combo_plot, aes(x)) + geom_point(aes(y = y1, color = "c2"), size = 2) + geom_point(aes(y = y2, color = "c1"), size = 2) + coord_cartesian(xlim = c(0,1.25), ylim = c(200,450)) + scale_x_continuous(breaks = seq(0,1.25,0.25), minor_breaks = seq(0,1.5,0.25), expand = c(0, 0)) + scale_y_continuous(breaks = seq(200,450,25), minor_breaks = seq(200,450,25), expand = c(0, 0)) + scale_colour_manual(name = "分组", values = c("c2" = "black", "c1" = "red")) + theme(plot.title = element_text(family = "GE Inspira", color="#666666", face="bold", size=16, hjust=0.5)) + theme(axis.title = element_text(family = "GE Inspira", color="#666666", face="bold", size=12, hjust=0.5))
这种方式不用改数据,但本质还是把颜色和分组标签建立了映射关系,这样scale_colour_manual才能生效生成图例。
内容的提问来源于stack exchange,提问作者nemox007
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