I am making a plot in ggplot2 that contains a geom_pointrange
and a geom_line
. I see that when I change the order of the geoms, either the points are plotted on top of the line, or vice versa. The legend also changes which geom is plotted on top of the other based on the same ordering of the geoms. However, I would like for the line to plot first, then the pointrange on top, in the plot itself, with the opposite in the legend. Is this possible? I would greatly appreciate any input.
Here is the code I used to make the figure.
md.figd2 <- structure(list(date = c("2013-05-28", "2013-07-11", "2013-09-22",
"2013-05-28", "2013-07-11", "2013-09-22", "2013-05-28", "2013-07-11",
"2013-09-22"), trt = structure(c(3L, 3L, 3L, 1L, 1L, 1L, 2L,
2L, 2L), .Label = c("- Fescue", "- Random", "Control"), class = "factor"),
means = c(1, 0.921865257043089, 0.793438250521971, 1, 0.878305313846414,
0.85698797555687, 1, 0.840679145697309, 0.798547331410388
), mins = c(1, 0.87709562979756, 0.72278951032918, 1, 0.816185624483356,
0.763720265496049, 1, 0.780804129401513, 0.717089626439849
), maxes = c(1, 0.966634884288619, 0.864086990714762, 1,
0.940425003209472, 0.950255685617691, 1, 0.900554161993105,
0.880005036380927)), .Names = c("date", "trt", "means", "mins",
"maxes"), row.names = c(NA, 9L), class = "data.frame")
library(ggplot2)
dplot1.ysc <- scale_y_continuous(limits=c(0,1), breaks=seq(0,1,.2), name='Proportion mass lost')
dplot1.xsc <- scale_x_date(limits=as.Date(c('2013-05-23', '2013-10-03')), labels=c('May 28', 'July 11', 'Sep 22'), breaks=md.figdata$date, name='Date')
dplot1.csc <- scale_color_manual(values=c('grey20','grey50','grey80'))
dplot1.lsc <- scale_linetype_manual(values=c('solid','dotted','dashed'))
djitter <- rep(c(0,-1,1), each=3)
# This one produces the plot with the legend I want.
dplot1b <- ggplot(md.figd2, aes(x=date + djitter, y=means, group=trt)) + geom_pointrange(aes(ymin=mins, ymax=maxes, color=trt), size=2) + geom_line(aes(linetype=trt), size=1)
# This one produces the plot with the points on the main plot that I want.
dplot1b <- ggplot(md.figd2, aes(x=date + djitter, y=means, group=trt)) + geom_line(aes(linetype=trt), size=1) + geom_pointrange(aes(ymin=mins, ymax=maxes, color=trt), size=2)
dplot1b + dplot1.xsc + dplot1.ysc + dplot1.csc + dplot1.lsc
Changing the order of legend labels can be achieved by reordering the factor levels of the Species variable mapped to the color aesthetic.
You can use the following syntax to change the order of the items in a ggplot2 legend: scale_fill_discrete(breaks=c('item4', 'item2', 'item1', 'item3', ...) The following example shows how to use this syntax in practice.
R. To Reverse the order of Legend, we have to add guides() and guide_legend() functions to the geom_point() function. Inside guides() function, we take the parameter color, which will call guide_legend() guide function as value.
Control legend position with legend. You can place the legend literally anywhere. To put it around the chart, use the legend. position option and specify top , right , bottom , or left . To put it inside the plot area, specify a vector of length 2, both values going between 0 and 1 and giving the x and y coordinates.
You can use gtable::gtable_filter
to extract the legend from the plot you want, and then gridExtra::grid.arrange
to recreate the plot you want
# the legend I want
plot1a <- ggplot(md.figd2, aes(x=date , y=means, group=trt)) +
geom_pointrange(aes(ymin=mins, ymax=maxes, color=trt), size=2,
position = position_dodge(width=1)) +
geom_line(aes(linetype=trt), size=1)
# This one produces the plot with the points on the main plot that I want.
dplot1b <- ggplot(md.figd2, aes(x=date, y=means, group=trt)) +
geom_line(aes(linetype=trt), size=1) +
geom_pointrange(aes(ymin=mins, ymax=maxes, color=trt), size=2)
w <- dplot1b + dplot1.xsc + dplot1.ysc + dplot1.csc + dplot1.lsc
# legend
l <- dplot1a + dplot1.xsc + dplot1.ysc + dplot1.csc + dplot1.lsc
library(gtable)
library(gridExtra)
# extract legend ("guide-box" element)
leg <- gtable_filter(ggplot_gtable(ggplot_build(l)), 'guide-box')
# plot the two components, adjusting the widths as you see fit.
grid.arrange(w + theme(legend.position='none'),leg,ncol=2, widths = c(3,1))
An alternative is to simply replace the legend in the plot you want with the legend you want that you have extracted (using gtable_filter
)
# create ggplotGrob of plot you want
wGrob <- ggplotGrob(w)
# replace the legend
wGrob$grobs[wGrob$layout$name == "guide-box"][[1]] <- leg
grid.draw(wGrob)
Quick and dirty. To get the correct plotting order in both figure and legend, add the layers like this: (1) geom_pointrange
, (2) geom_line
, and then (3) a second geom_pointrange
without legend (show.legend = FALSE
).
ggplot(md.figd2, aes(x = date, y = means, group = trt)) +
geom_pointrange(aes(ymin = mins, ymax = maxes, color = trt),
position = position_dodge(width = 5), size = 2) +
geom_line(aes(linetype = trt), size = 1) +
geom_pointrange(aes(ymin = mins, ymax = maxes, color = trt),
position = position_dodge(width = 5), size = 2,
show.legend = FALSE) +
scale_y_continuous(limits = c(0,1), breaks = seq(0,1, 0.2), name = 'Proportion mass lost') +
scale_x_date(limits = as.Date(c('2013-05-23', '2013-10-03')), name = 'Date') +
scale_color_manual(values = c('grey20', 'grey50', 'grey80')) +
scale_linetype_manual(values = c('solid', 'dotted', 'dashed'))
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