Split base R plot window with layout()



The layout() function of R allows to split the plot window in areas with custom sizes. Here are a few examples illustrating how to use it with reproducible code and explanation.

Boxplot Section Boxplot pitfalls

2 rows


Layout divides the device up into as many rows and columns as there are in matrix mat.

Here I create the matrix with matrix(c(1,2), ncol=1) -> 1 column, 2 rows. This is what I get in the chart!

Note: this could be done using par(mfrow=c(1,2)) as well. But this option does not allow the customization we’ll see further in this post.

# Dummy data
a <- seq(129,1)+4*runif(129,0.4)
b <- seq(1,129)^2+runif(129,0.98)
 
# Create the layout
nf <- layout( matrix(c(1,2), ncol=1) )

# Fill with plots
hist(a , breaks=30 , border=F , col=rgb(0.1,0.8,0.3,0.5) , xlab="distribution of a" , main="")
boxplot(a , xlab="a" , col=rgb(0.8,0.8,0.3,0.5) , las=2)

2 columns


Here I create the matrix with matrix(c(1,2), ncol=2) -> 2 columns, 1 row. This is what I get in the chart!

Note: if you swap to c(2,1), second chart will be on top, first at the bottom

# Dummy data
a <- seq(129,1)+4*runif(129,0.4)
b <- seq(1,129)^2+runif(129,0.98)
 
# Create the layout
nf <- layout( matrix(c(1,2), ncol=2) )

# Fill with plots
hist(a , breaks=30 , border=F , col=rgb(0.1,0.8,0.3,0.5) , xlab="distribution of a" , main="")
boxplot(a , xlab="a" , col=rgb(0.8,0.8,0.3,0.5) , las=2)

Subdivide second row


matrix(c(1,1,2,3), nrow=2) creates a matrix of 2 rows and 2 columns. First 2 panels will be for the first chart, the third for chart2 and the last for chart 3.

# Dummy data
a <- seq(129,1)+4*runif(129,0.4)
b <- seq(1,129)^2+runif(129,0.98)
 
# Create the layout
nf <- layout( matrix(c(1,1,2,3), nrow=2, byrow=TRUE) )

# Fill with plots
hist(a , breaks=30 , border=F , col=rgb(0.1,0.8,0.3,0.5) , xlab="distribution of a" , main="")
boxplot(a , xlab="a" , col=rgb(0.8,0.8,0.3,0.5) , las=2)
boxplot(b , xlab="b" , col=rgb(0.4,0.2,0.3,0.5) , las=2)

Custom proportions


You can custom columns and row proportions with widths and heights.

Here, widths=c(3,1) means first column takes three quarters of the plot window width, second takes one quarter.

# Dummy data
a <- seq(129,1)+4*runif(129,0.4)
b <- seq(1,129)^2+runif(129,0.98)
 
# Set the layout
nf <- layout(
  matrix(c(1,1,2,3), ncol=2, byrow=TRUE), 
  widths=c(3,1), 
  heights=c(2,2)
)

#Add the plots
hist(a , breaks=30 , border=F , col=rgb(0.1,0.8,0.3,0.5) , xlab="distribution of a" , main="")
boxplot(a , xlab="a" , col=rgb(0.8,0.8,0.3,0.5) , las=2)
boxplot(b , xlab="b" , col=rgb(0.4,0.2,0.3,0.5) , las=2)

Related chart types


Violin
Density
Histogram
Boxplot
Ridgeline



Contact

This document is a work by Yan Holtz. Any feedback is highly encouraged. You can fill an issue on Github, drop me a message on Twitter, or send an email pasting yan.holtz.data with gmail.com.

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