I am very new to R and to any packages in R. I looked at the ggplot2 documentation but could not find this. I want a box plot of variable boxthis with respect to two factors f1 and f2. That is suppose both f1 and f2 are factor variables and each of them takes two values and boxthis is a continuous variable. I want to get 4 boxplots on a graph, each corresponding to one combination from the possible combinations that f1 and f2 can take. I think using the basic functionality in R, this can be done by

> boxplot(boxthis ~ f1 * f2 , data = datasetname) 

Thanks in advance for any help.

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  • Please provide sample data, to in order to get precise answers. – mpiktas May 31 '11 at 19:21
  • 2
    This question would almost certainly be a better fit for stackoverflow.com, as there is little specifically statistical here. – richiemorrisroe May 31 '11 at 20:16
up vote 23 down vote accepted

I can think of two ways to accomplish this:

1. Create all combinations of f1 and f2 outside of the ggplot-function

library(ggplot2)

df <- data.frame(f1=factor(rbinom(100, 1, 0.45), label=c("m","w")), 
                 f2=factor(rbinom(100, 1, 0.45), label=c("young","old")),
                 boxthis=rnorm(100))

df$f1f2 <- interaction(df$f1, df$f2)

ggplot(aes(y = boxthis, x = f1f2), data = df) + geom_boxplot()

enter image description here

2. use colour/fill/etc.

ggplot(aes(y = boxthis, x = f2, fill = f1), data = df) + geom_boxplot()

enter image description here

  • Great! Thanks. I liked the first solution. – Curious2learn May 31 '11 at 21:28
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    (+1) I like the use of interaction(). Of note, we can specify geom_boxplot(position = position_dodge(width = .9)) to add extra space between boxplots. – chl May 31 '11 at 22:09
  • 1
    You can also use dodge argument in ggplot function - ggplot(aes(y = boxthis, x = f2, fill = f1, dodge=f1), data = df) + geom_boxplot() – Maciej Nov 25 '14 at 14:51

Here's another way:

ggplot(datasetname) + boxplot(aes(x=as.factor(f1),y=boxthis)) + facet_wrap(~as.factor(f2), nrow=5)

Gives something like the following:

Faceted box plot

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