Reputation: 657
I want to change my legend so that it shows colour but doesn't discriminate by shape.
Here is some data:
exampledata <- tribble(~subject, ~group, ~PC, ~condition,
"1", "A", .8, "cond1",
"1", "A", .4, "cond2",
"2", "B", .45, "cond1",
"2", "B", .4, "cond2",
"3", "A", .6, "cond1",
"3", "A", .3, "cond2",
"4", "B", .5, "cond1",
"4", "B", .34, "cond2",
"5", "A", .86, "cond1",
"5", "A", .34, "cond2",
"6", "B", .45, "cond1",
"6", "B", .64, "cond2",
"7", "A", .36, "cond1",
"7", "A", .23, "cond2",
"8", "B", .59, "cond1",
"8", "B", .24, "cond2",
"9", "A", .8, "cond1",
"9", "A", .14, "cond2",
"10", "B", .42, "cond1",
"10", "B", .74, "cond2",
"11", "A", .56, "cond1",
"11", "A", .32, "cond2",
"12", "B", .65, "cond1",
"12", "B", .14, "cond2",
"13", "A", .76, "cond1",
"13", "A", .63, "cond2",
"14", "B", .56, "cond1",
"14", "B", .14, "cond2",
"15", "A", .66, "cond1",
"15", "A", .33, "cond2",
"16", "B", .65, "cond1",
"16", "B", .24, "cond2",
"17", "A", .16, "cond1",
"17", "A", .73, "cond2",
"18", "B", .29, "cond1",
"18", "B", .22, "cond2"
)
And the code I've been using so far:
ggplot(exampledata, aes(x=condition, y=PC, shape = condition, color = group))+
geom_point(aes(group=group), size = 5, position=position_dodge(-.2)) +
stat_summary(fun.data=mean_cl_boot, geom = "pointrange", aes(shape=condition, fill = group),
size=1.5, position = position_dodge(-.2), colour = "grey32") +
stat_summary(fun.y = mean, aes(group=group, colour=group), geom='line', size=.8, position = position_dodge(-.2)) +
scale_shape_manual(name = "group",
labels = c("A", "B"),
values=c(21,24)) +
scale_colour_manual(name = "group",
labels = c("A", "B"),
values = c("#F8766D","#00BFC4")) +
xlab("condition") +
ylab('%') +
theme_bw(base_size=15) +
theme(axis.text = element_text(size = 20),
axis.title = element_text(size=20),
legend.title = element_blank(),
legend.justification=c(1,1), legend.position=c(1,.99))
This generates the attached plot, which is almost what I want. However, as you can see, the shapes are also different in the legend. I would like the shapes to be the same, ideally filled squares. I tried a suggestion from this post, and added guides(colour = guide_legend(override.aes = list(shape = 15)))
to my code, but that gave me grey squares with coloured lines across them - I would like filled squares in the specified colour. I think I'm nearly there, but I can't quite get it right]2
Upvotes: 2
Views: 1424
Reputation: 2114
Think two minor modifications will do the trick:
show.legend=FALSE in the geom_point specification, and guides(shape="none", fill="none") at the end
ggplot(exampledata, aes(x=condition, y=PC, shape = condition, color = group))+
geom_point(aes(group=group), size = 5, position=position_dodge(-.2),
show.legend = FALSE) +
stat_summary(fun.data=mean_cl_boot, geom = "pointrange", aes(shape=condition, fill = group),
size=1.5, position = position_dodge(-.2), colour = "grey32") +
stat_summary(fun.y = mean, aes(group=group, colour=group), geom='line', size=.8, position = position_dodge(-.2)) +
scale_shape_manual(name = "group",
labels = c("A", "B"),
values=c(21,24)) +
scale_colour_manual(name = "group",
labels = c("A", "B"),
values = c("#F8766D","#00BFC4")) +
xlab("condition") +
ylab('%') +
theme_bw(base_size=15) +
theme(axis.text = element_text(size = 20),
axis.title = element_text(size=20),
legend.title = element_blank(),
legend.justification=c(1,1), legend.position=c(1,.99))+
guides(shape="none", fill="none")
Upvotes: 1
Reputation: 2222
The following code plots the legend as simple colored circles:
ggplot(exampledata, aes(x=condition, y=PC, shape = condition, color = group)) +
geom_point(aes(group=group), size = 5, position=position_dodge(-.2)) +
stat_summary(fun.data=mean_cl_boot, geom = "pointrange", aes(shape=condition, fill = group),
size = 1.5, position = position_dodge(-.2), colour = "grey32", show.legend = FALSE) +
stat_summary(fun.y = mean, geom='line', aes(group=group, colour=group),
size=.8, position = position_dodge(-.2), show.legend = FALSE) +
scale_shape_manual(name = "group",
labels = c("A", "B"),
values=c(21,24)) +
scale_colour_manual(name = "group",
labels = c("A", "B"),
values = c("#F8766D","#00BFC4")) +
xlab("condition") +
ylab('%') +
theme_bw(base_size=15) +
theme(axis.text = element_text(size = 20),
axis.title = element_text(size=20),
legend.title = element_blank(),
legend.justification=c(1,1), legend.position=c(1,.99)) +
guides(shape = FALSE)
There are two changes here: first, I've added show.legend = FALSE
to the stat_summary
functions, so they are not included in the legend anymore (otherwise they'd add small line geoms). Second, I've added guides(shape = FALSE)
so that the shape aesthetic is not mapped to the legend.
Upvotes: 2