【问题标题】:Removing grid between transparent ggplot plots arranged by ggarrange删除由 ggarrange 排列的透明 ggplot 图之间的网格
【发布时间】:2021-08-20 16:19:22
【问题描述】:

我正在尝试生成一个包含多个 ggplot2 绘图的图形,这些绘图由 ggarrange 从包 ggpubr 排列并在左侧进行注释。 ggplot2 图是透明的或具有透明背景。

这个问题最近出现(即我今年早些时候没有遇到过),在左侧的图和注释文本之间出现一条浅灰色线,如下图所示。并且图形插入LaTeX时更加突出。

我尝试玩个别情节,但没有plot.border只有panel.border,因此,我所有的试验都没有成功!

我的机器信息

Ubuntu 20.04.2 LTS 上的 R 3.6.3

ggplot2 3.3.5

ggpubr 0.4.0

我用来制作它的代码(灵感来自this):

library(ggplot2)
library(ggpubr)

# Box plot (bp)
bxp <- ggboxplot(ToothGrowth, x = "dose", y = "len",
                                 color = "dose", palette = "jco")+
    
    theme_bw(base_size = 8)+
    
    theme(legend.position = "bottom",
                legend.title = element_blank(),
                legend.text = element_text(size = 10),
                legend.background = element_blank(),
                legend.box.background = element_rect(colour = "black",fill=NA, 
                                                                                         size=0.1, linetype="solid"),
                legend.key.width = unit(5, "mm"),
                legend.spacing =  unit(1, 'mm'),
                legend.key.size  = unit(0.5, "mm"),
                legend.margin = margin(3,1,3,1, unit = "mm"))+
    
    theme(panel.grid.major =element_line(colour = "black",linetype = "dotted",size = 0.05), 
                panel.grid.minor = element_blank(),
                plot.margin = margin( 2.25,4.5,2.25,1, unit = "mm"),
                plot.title = element_text(margin = margin(1,0,1,0, unit = "mm"),size = 10),
                axis.line = element_blank(),
                axis.text = element_text(colour = "black"), axis.title= element_blank(),
                panel.border = element_rect(colour = "black", fill = NA, size=0.75),
                panel.background = element_rect(color = NA),
                rect = element_rect(fill = "transparent") )+ # all rectangles
    
    labs(title = expression("(a)"))+
    theme(axis.text = element_text(colour = "black"))


# Dot plot (dp)
dp <- ggdotplot(ToothGrowth, x = "dose", y = "len",
                                color = "dose", palette = "jco", binwidth = 1)+
    
    theme_bw(base_size = 8)+
    
    theme(legend.position = "bottom",
                legend.title = element_blank(),
                legend.text = element_text(size = 10),
                legend.background = element_blank(),
                legend.box.background = element_rect(colour = "black",fill=NA, 
                                                                                         size=0.1, linetype="solid"),
                legend.key.width = unit(5, "mm"),
                legend.spacing =  unit(1, 'mm'),
                legend.key.size  = unit(0.5, "mm"),
                legend.margin = margin(3,1,3,1, unit = "mm"))+
    
    theme(panel.grid.major =element_line(colour = "black",linetype = "dotted",size = 0.05), 
                panel.grid.minor = element_blank(),
                plot.margin = margin( 2.25,4.5,2.25,1, unit = "mm"),
                plot.title = element_text(margin = margin(1,0,1,0, unit = "mm"),size = 10),
                axis.line = element_blank(),
                axis.text = element_text(colour = "black"), axis.title= element_blank(),
                panel.border = element_rect(colour = "black", fill = NA, size=0.75),
                panel.background = element_rect(color = NA),
                rect = element_rect(fill = "transparent") )+ # all rectangles
    
    labs(title = expression("(b)"))+
    theme(axis.text = element_text(colour = "black"))

bxp1<-bxp+labs(title = expression("(c)"))

dp1<-dp+labs(title = expression("(d)"))

figure <- ggarrange(bxp,bxp1,dp,dp1,
ncol = 2, nrow = 2,align = c("hv"))

figure <-annotate_figure(figure,left = text_grob("left side ",
color = "black",size = 10,  rot = 90))


ggsave(plot = figure, 
             filename = paste0("question.png"),
             height = 180, width =180, units = "mm", dpi = 300, device = "png",limitsize = FALSE)

编辑

我可以通过删除 rect = element_rect(fill = "transparent") 来忘记透明度,但是,浅灰色的网格线出现在 arragned 图和左侧的 antonatioed 文本之间。

问题可以是:如何将textgrob()的背景改为白色而不是透明?

【问题讨论】:

  • 您的代码在我的机器上运行良好!
  • 我可以在 Ubuntu 20.04 LTS 上重现 R 4.1.1。 Nitpick:c("hv")"hv"paste0("question.png")"question.png" 完全相同。如果你有paste0,因为在实际用例中你必须从目录路径和文件名组合输出文件名,使用file.path,而不是paste0
  • @RuiBarradas 感谢您的提示和添加机器/包裹信息的提醒:)

标签: r ggplot2 ggpubr


【解决方案1】:

透明排列图的问题仍然存在。但是,渐进式解决方案可以是:

  1. 通过删除 rect = element_rect(fill = "transparent") 生成具有白色背景的 ggplot2 图。
  2. 使用另一种方法来注释和排列图:
library(gridExtra)
library(grid)
library(gridtext)

yleft <- textGrob("left side", 
            rot = 90, gp = gpar(fontsize = 10, fill= "white",color="black"))

figure <- grid.arrange(bxp,bxp1,
          dp,dp1,
          ncol = 2, nrow = 2,
          left=yleft)

更新(2022 年 3 月): 使用问题中的方法并将背景bg 更改为白色。

ggsave(plot = figure,
       filename = paste0("question.png"),
       height = 180, width =180, units = "mm", dpi = 300,
       device = "png",limitsize = FALSE,bg="white")

【讨论】:

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