rggplot2legendggpubrcowplot

ggplot: separate positions of colorbar and color legend


I am trying to create a ggplot scatter plot with continuous fill and discrete color. I would like to place the colorbar at the bottom and the color legend inside the panel (see image below).

ggplot(mpg, aes(x = displ, y = cty, color = manufacturer, fill = year))+
  geom_point(shape = 21) +
  theme_classic() +
  theme(legend.position = "bottom")

enter image description here

I found a solution with ggplot2::annotation_custom in combination with cowplot::as_grob and ggpubr::get_legend

# plot without the colorbar
p_nocolorbar<-
  ggplot(mpg, aes(x = displ, y = cty, color = manufacturer, fill = year))+
  geom_point(shape = 21) +
  theme_classic() +
  guides(fill = "none") +
  theme(legend.position = "bottom")

# plot without the color legend
p_nolegend<-
  ggplot(mpg, aes(x = displ, y = cty, color = manufacturer, fill = year))+
  geom_point(shape = 21) +
  theme_classic() +
  guides(color = "none") +
  theme(legend.position = "bottom")

# final plot
p_nolegend +
  annotation_custom(grob = cowplot::as_grob(ggpubr::get_legend(p_nocolorbar)),
                    xmin = 4, xmax = 7,
                    ymin = 25, ymax = 30)

enter image description here

However, this method gets a bit tidious with more complex plots and I find possitioning and scaling of the legend difficult. Wondering if anyone has a better solution.


Solution

  • Update

    Using ggplot2 >= 3.5.0 it is now possible to set the positions for legends individually by setting the position= argument of the guide:

    library(ggplot2)
    
    packageVersion("ggplot2")
    #> [1] '3.5.1'
    
    ggplot(mpg, aes(x = displ, y = cty, color = manufacturer, fill = year)) +
      geom_point(shape = 21) +
      guides(
        color = guide_legend(
          position = "inside",
          theme = theme(
            legend.direction = "horizontal"
          )
        )
      ) +
      theme_classic() +
      theme(
        legend.position = "bottom",
        legend.justification.inside = c(.9, .9)
      )
    

    Original answer

    One option to simplify your code would be to work with just one plot and using guides to drop legends as needed. Second, instead of annotation_custom I would suggest to consider patchwork::inset_element which has the advantage that it allows to place the legend using relative positions instead of absolute data coordinates.

    In the code below I place the legend in the topright corner with some additional padding of 5mm at the right and top. To this end I also set the legend.justification to c(1,1) aka topright before extracting the legend via cowplet::get_legend:

    library(ggplot2)
    library(cowplot)
    library(patchwork)
    
    p <- ggplot(mpg, aes(x = displ, y = cty, color = manufacturer, fill = year)) +
      geom_point(shape = 21) +
      theme_classic() +
      theme(legend.position = "bottom")
    
    guide_color <- (p +
      guides(fill = "none") +
      theme(legend.justification = c(1, 1))
    ) |>
      cowplot::get_legend()
    
    p +
      guides(color = "none") +
      patchwork::inset_element(guide_color,
        left = 1,
        right = unit(1, "npc") - unit(5, "mm"),
        bottom = 1, 
        top = unit(1, "npc") - unit(5, "mm")
      )
    

    enter image description here