loop plotting from data set

Question

I have this data set:

x <- sample(80)
matrix <- matrix(x, ncol=5, nrow=16)
matrix <- cbind(matrix, c(rep("group1",4), rep("group2",4), rep("group3",4), rep("group4",4)))
colnames(matrix) <- c(letters[1:5], "groups")
df <- as.data.frame(matrix)

I would like to be able to plot five boxplots, one for each column from a to e, using a for loop. I have tried this, but I cannot figure out how to make it work:

for(i in df[,1:5]) {
  p <- ggplot(df, aes(x=groups, y=as.numeric(as.character(i))))
  p +  geom_boxplot()
}

martin · Accepted Answer · 2014-08-12 12:34:19Z

3

I'm guessing here:

library(reshape)
ggplot(melt(df, id.vars="groups")) + geom_boxplot(aes(x=groups, y=as.numeric(value))) + facet_wrap(~variable)

gives

enter image description here

and

library(reshape)
ggplot(melt(df, id.vars="groups")) + geom_boxplot(aes(x=groups, y=as.numeric(value)), color=variable)

gives

enter image description here

Is any of that close to what you want?

answered Aug 12, 2014 at 12:34

martin

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5 Comments

Sergio.pv Over a year ago

For example 1: is there a way to keep the group names in each plot?

martin Over a year ago

@Sergio.pv Yes, in this particular case, use facet_wrap(~variable, scales="free_x")

martin Over a year ago

@Sergio.pv You might want to take a look on the cookbook for more information.

Sergio.pv Over a year ago

is there a way to add a general title to the facet?. I couldn't find an answer in the coockbook.

martin Over a year ago

@Sergio.pv See here + labs(title="test")

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