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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:
7befd28711