CODEWITHSUNDEEP
rggplot2errorbar
Frank Wang
Frank Wang

Reputation: 1610

Using ggplot2 to plot geom_errorbar for Date in R

In many cases, we need to demonstrate the standard error. In ggplot2, we can do it using the geom_errorbar function. I find that when the x variable is of the Date type, ggplot2 could not plot the error bar completely. See the R script below for more information.

library(gcookbook) # For the data set
# Take a subset of the cabbage_exp data for this example
ce <- subset(cabbage_exp, Cultivar == "c39")
# With a line graph

p1 = ggplot(ce, aes(x=Date, y=Weight)) +
  geom_line(aes(group=1)) +
  geom_point(size=4) +
  geom_errorbar(aes(ymin=Weight-se, ymax=Weight+se), width=.2)

ce$Date = as.Date(c('01/01/2001', '01/01/2002', '01/01/2003'), "%m/%d/%Y") 

p2 = ggplot(ce, aes(x=Date, y=Weight)) +
  geom_line(aes(group=1)) +
  geom_point(size=4) +
  geom_errorbar(aes(ymin=Weight-se, ymax=Weight+se), width=.2)

p1
p2

enter image description here

Upvotes: 1

Views: 852

Answers (1)

Eric Fail
Eric Fail

Reputation: 7928

Simply following RHA's directions (code below). @RHA, please feel free to copy my answer into a new one as it's more yours then it's mine.

geom_errorbar of width

# install.packages("gcookbook", dependencies = TRUE)
library(gcookbook) # For the data set
# Take a subset of the cabbage_exp data for this example
ce <- subset(cabbage_exp, Cultivar == "c39")
# With a line graph

# install.packages("ggplot2", dependencies = TRUE)
require(ggplot2)

ce$Date = as.Date(c('01/01/2001', '01/01/2002', '01/01/2003'), "%m/%d/%Y") 

(p2 = ggplot(ce, aes(x=Date, y=Weight)) +
  geom_line(aes(group=1)) +
  geom_point(size=4) +
  geom_errorbar(aes(ymin = Weight- se, ymax= Weight + se), width=45)))

Upvotes: 1

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