Plotting my data in R with ggplot, the error bar whiskers are not displayed. Why are the whiskers not displayed and what is the fix so they will be displayed?
(Though it is not necessary to specify "data=..." in geom_errorbar, I am using a smaller set of data to plot a few points and their error bars on top of a larger set of data. I simplified here to just use the smaller data frame for everything but want to keep this example close to the code I intend to use.)
Thanks! Shawna
shapes <- c(1, 19, 15, 1, 0)
names(shapes) <- levels(smallDF$Treatment)
p <- ggplot(data=smallDF, aes(x=pNew, y=diff, group=Treatment))
p <- p + geom_errorbar(data=smallDF, aes(ymin=diff-se,ymax=diff+se),
color="black", width=.3, position=position_dodge(.5))
p <- p + geom_line(size=.3)
p <- p + geom_point(data=smallDF, aes(shape=Treatment),fill="white",
size=2.5)
#p <- p + scale_shape_manual(values=c(1, 19, 15, 1, 0))
p <- p + scale_shape_manual(values=shapes)
p <- p + xlab("Pressure (mmHg)") + ylab("delD (mm)")
p <- p + theme_bw()
p <- p + theme(
legend.position="none"
# , axis.text.y=element_blank()
# , axis.title.y=element_blank()
, panel.border=element_blank()
, axis.line = element_line(colour = "black")
, axis.text.x = element_text(size=10)
, axis.text.y = element_text(size=10)
, axis.title.x= element_text(size=10)
, axis.title.y= element_text(size=10)
, strip.text.x = element_text(size = 10)
)
p
Treatment step N diff sd se ci predictD pNew
cntl 2 7 0.256537749 0.130605763 0.049364339 0.120790185 1.483185156 10
cntl 3 7 0.317586245 0.151444256 0.057240549 0.140062577 1.626590815 15
cntl 4 7 0.377309785 0.165262839 0.062463482 0.152842634 1.788401781 20
cntl 5 7 0.433531627 0.173735352 0.065665791 0.160678402 1.964393744 25
cntl 6 7 0.467529177 0.171603123 0.064859884 0.158706419 2.142879696 30
cntl 7 7 0.441401156 0.163740786 0.0618882 0.15143497 2.291729181 35
cntl 8 7 0.360578168 0.143967074 0.054414439 0.133147337 2.402152991 40
cntl 9 7 0.263484929 0.117425017 0.044382485 0.108600028 2.481824239 45
cntl 10 7 0.172079736 0.094209661 0.035607905 0.087129405 2.53504158 50
cntl 11 7 0.081780331 0.070316765 0.026577239 0.065032161 2.561500546 55
cntl 12 7 0.172079736 0.094209661 0.035607905 0.087129405 2.53504158 50
cntl 13 7 0.263484929 0.117425017 0.044382485 0.108600028 2.481824239 45
cntl 14 7 0.360578168 0.143967074 0.054414439 0.133147337 2.402152991 40
cntl 15 7 0.441401156 0.163740786 0.0618882 0.15143497 2.291729181 35
cntl 16 7 0.467529177 0.171603123 0.064859884 0.158706419 2.142879696 30
cntl 17 7 0.433531627 0.173735352 0.065665791 0.160678402 1.964393744 25
cntl 18 7 0.377309785 0.165262839 0.062463482 0.152842634 1.788401781 20
cntl 19 7 0.317586245 0.151444256 0.057240549 0.140062577 1.626590815 15
cntl 20 7 0.256537749 0.130605763 0.049364339 0.120790185 1.483185156 10
3hpx 2 6 0.124643574 0.068765439 0.028073373 0.072164903 1.511618688 10
3hpx 3 8 0.121806932 0.088542241 0.03130441 0.074023166 1.537544183 15
3hpx 4 8 0.138107729 0.097228081 0.034375318 0.08128471 1.602344034 20
3hpx 5 8 0.149529 0.10158369 0.035915258 0.08492609 1.665227481 25
3hpx 6 8 0.157687817 0.101898303 0.036026491 0.085189113 1.724788023 30
3hpx 7 8 0.154261671 0.099724849 0.035258058 0.08337206 1.776475381 35
3hpx 8 8 0.140631071 0.091483297 0.03234423 0.07648195 1.819131367 40
3hpx 9 8 0.123241311 0.083112381 0.029384664 0.069483689 1.854326249 45
3hpx 10 8 0.103092334 0.075467614 0.026681831 0.063092504 1.882440312 50
3hpx 11 8 0.080332775 0.070303352 0.024855989 0.058775073 1.903587298 55
3hpx 12 8 0.103092334 0.075467614 0.026681831 0.063092504 1.882440312 50
3hpx 13 8 0.123241311 0.083112381 0.029384664 0.069483689 1.854326249 45
3hpx 14 8 0.140631071 0.091483297 0.03234423 0.07648195 1.819131367 40
3hpx 15 8 0.154261671 0.099724849 0.035258058 0.08337206 1.776475381 35
3hpx 16 8 0.157687817 0.101898303 0.036026491 0.085189113 1.724788023 30
3hpx 17 8 0.149529 0.10158369 0.035915258 0.08492609 1.665227481 25
3hpx 18 8 0.138107729 0.097228081 0.034375318 0.08128471 1.602344034 20
3hpx 19 8 0.121806932 0.088542241 0.03130441 0.074023166 1.537544183 15
3hpx 20 6 0.124643574 0.068765439 0.028073373 0.072164903 1.511618688 10
I changed your width = 0.3
to width = 5
. I also deleted all the redundant data = smallDF
that you had and replaced your individually-set font sizes with the base_size
argument of theme_bw()
.
p <- ggplot(data = smallDF, aes(x = pNew, y = diff, group = Treatment)) +
geom_errorbar(aes(ymin = diff - se, ymax = diff + se),
color = "black",
width = 5, ## This is the width of the crossbars!
position = position_dodge(.5))
geom_line(size = .3)
geom_point(aes(shape = Treatment),
fill = "white", size = 2.5) +
scale_shape_manual(values = shapes) +
xlab("Pressure (mmHg)") +
ylab("delD (mm)") +
theme_bw(base_size = 10) +
theme(
legend.position="none"
, panel.border=element_blank()
, axis.line = element_line(colour = "black")
)
p
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