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Add error bars to a ggplot object with fill_gaps aesthetic


I'm using ggplot to generate a scatter plot, and would like to add error bars to the points. I've figured out a solution to the problem (see below), but was wondering if there's a better way to do it.


This is a modified sample script:


library(ggplot2)


library(plyr)


sample.data <- read.table(text="


ID measurement value


1 1 10


2 2 20


3 3 30


4 4 40


5 5 50


6 6 60


7 7 70


8 8 80


9 9 90


10 10 100", header = T)


sample.data$measurement <- factor(sample.data$measurement)


sample.data$value <- as.numeric(as.character(sample.data$value))


sample.data <- ddply(sample.data,.(measurement), summarise, mean = mean(value), sd = sd(value))


ggplot(sample.data, aes(x = measurement, y = mean)) +


geom_point(aes(size = sd)) +


stat_smooth()


Which gives this result:


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