CODEWITHSUNDEEP
rggplot2legend
Jaco
Jaco

Reputation: 61

How can I change legend symbols (key glyphs) to match the plot symbols?

I plot data points in several groups, but then add a box plot of a different variable (same unit). See the image below. How can I change the symbols in the legend to match the symbols in the plot?

Different groups of variables with different symbols

The code:

p <- ggplot(data = tdata, aes( y=Temp ,x=Distance, color=Type)) +
  geom_point() +
  geom_boxplot( aes(y = Ambient,x=5,color="Ambient"))
p + facet_grid(cols = vars(Time),rows = vars(Day))

The data:

structure(list(Day = c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), Time = c("a", "a", "a", 
"a", "a", "b", "b", "b", "b", "b", "a", "a", "a", "a", "a", "b", 
"b", "b", "b", "b"), Type = c("s", "f", "s", "f", "s", "f", "s", 
"f", "s", "f", "s", "f", "s", "f", "s", "f", "s", "f", "s", "f"
), Temp = c(5, 3.1, 5.9, 8.4, 5.5, 9.9, 2.2, 6.9, 2.9, 8.8, 0.6, 
2.2, 3.1, 1.4, 4, 8.4, 5.2, 2.2, 7.9, 2.7), Distance = c(1L, 
2L, 3L, 4L, 1L, 2L, 3L, 4L, 1L, 2L, 3L, 4L, 1L, 2L, 3L, 4L, 1L, 
2L, 3L, 4L), Ambient = c(4.4, 6.3, 3.1, 2.5, 7.7, 7.1, 2.1, 5.1, 
9.4, 5.7, 6.3, 4.9, 0.8, 6.5, 2.1, 1.6, 4.4, 7.9, 5.3, 5.2)), row.names = c(NA, 
-20L), class = "data.frame")

F and S should be green and blue dotes respectively and Ambient must be a box plot symbol in the Legend.

Upvotes: 3

Views: 1603

Answers (1)

stefan
stefan

Reputation: 124213

In general the symbol or glyph in the legend can be set for each geom via the argument key_glyph. For an overview of available glyphs see here. (Thanks to @Tjebo for pointing that out.)

However, with the key_glyph argument one sets the glpyh globally for the "whole" geom and legend, i.e. one can not have different glyphs for different groups.

To overcome this and get to the desired result my approach uses two legends instead which I "glue" together so that they look as one. This is achieved by adding a second legend and removing the spacing and margin of the legends via theme().

To get a second legend I use the fill aes in geom_boxplot instead of color. To mimic a mapping on color I set the fill color to white via scale_fill_manual and adjust the fill guide via guide_legend. Try this:

library(ggplot2)

p <- ggplot() + 
  geom_point(data = tdata, aes(y=Temp, x = Distance, color = Type)) + 
  geom_boxplot(data = tdata, aes(x = 5, y = Ambient, fill = "box"), color = scales::hue_pal()(3)[1]) +
  scale_fill_manual(values = "white") +
  scale_color_manual(values = scales::hue_pal()(3)[2:3]) +
  guides(fill = guide_legend(title = "Type", order = 1), color = guide_legend(title = NULL, order = 2)) +
  theme(legend.margin = margin(t = 0, b = 0), legend.spacing.y = unit(0, "pt"), legend.title = element_text(margin = margin(b = 10)))
p + facet_grid(cols = vars(Time),rows = vars(Day))

Created on 2020-06-22 by the reprex package (v0.3.0)

Upvotes: 3

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