Preserve Width & Position of Single ggplot2 Boxplot in R (2 Examples)

 

In this R tutorial you’ll learn how to adjust the width and position of a specific boxplot in a grouped ggplot2 boxplot.

The article will contain the following information:

Let’s start right away!

 

Example Data, Add-On Packages & Basic Plot

The first step is to create some example data:

set.seed(3756576)                     # Create example data
data <- data.frame(group = LETTERS[1:3],
                   subgroup = letters[1:2],
                   value = rnorm(90))
data$subgroup[data$group == "A" & data$subgroup == "b"] <- "a"
head(data)                            # Print head of example data

 

table 1 data frame preserve width position single ggplot2 boxplot r

 

Table 1 visualizes the output of the RStudio console that got returned after running the previous R syntax and shows that our example data consists of three variables. The variables group and subgroup are characters and the column value is numerical.

In order to use the functions of the ggplot2 package, we also need to install and load ggplot2 to RStudio:

install.packages("ggplot2")           # Install ggplot2 package
library("ggplot2")                    # Load ggplot2

Now, we can create a plot of our data as shown below:

ggplot(data,                          # Default ggplot2 boxplot
       aes(x = group,
           y = value,
           fill = subgroup)) +
  geom_boxplot()

 

r graph figure 1 preserve width position single ggplot2 boxplot r

 

After executing the previous code the grouped ggplot2 boxplot illustrated in Figure 1 has been drawn.

Note that the first box in our graphic is larger than the other boxes. The reason for that is that the main group A contains no values in the subgroup b.

The following examples show how to change this first box with larger width.

 

Example 1: Change Width of Single ggplot2 Boxplot

In this example, I’ll show how to modify the width of a certain box in a grouped ggplot2 boxplot.

For this, we can use the position_dodge2 function in combination with the preserve argument as shown below:

ggplot(data,                          # Using position_dodge2 function
       aes(x = group,
           y = value,
           fill = subgroup)) +
  geom_boxplot(position = position_dodge2(preserve = "single"))

 

r graph figure 2 preserve width position single ggplot2 boxplot r

 

In Figure 2 you can see that we have created a new version of our grouped ggplot2 boxplot by running the previous R programming code.

As you can see, all boxes in our boxplot have the same width now. However, you can also see that the location of the first box is different compared to the other boxes (i.e. in the middle of the group).

Let’s change this!

 

Example 2: Adjust Position of Single ggplot2 Boxplot

The following R syntax demonstrates how to adjust the position of a single box in a grouped ggplot2 box-and-whisker plot.

All we have to change compared to Example 1 is the function we are using. In Example 1, we have used position_dodge2. In this example, however, we’ll use position_dodge (without the 2).

ggplot(data,                          # Using position_dodge function
       aes(x = group,
           y = value,
           fill = subgroup)) +
  geom_boxplot(position = position_dodge(preserve = "single"))

 

r graph figure 3 preserve width position single ggplot2 boxplot r

 

The output of the previous R syntax is shown in Figure 3: The location of the first boxplot has been moved to the left.

 

Video & Further Resources

If you need more explanations on the R programming syntax of this tutorial, I recommend watching the following video on my YouTube channel. In the video, I demonstrate the contents of this article.

 

The YouTube video will be added soon.

 

Furthermore, you may have a look at the other articles on this website:

 

In this article, I have illustrated how to modify the width and position of a specific boxplot in a grouped ggplot2 boxplot in R. If you have further questions, let me know in the comments.

 

Subscribe to the Statistics Globe Newsletter

Get regular updates on the latest tutorials, offers & news at Statistics Globe.
I hate spam & you may opt out anytime: Privacy Policy.


Leave a Reply

Your email address will not be published. Required fields are marked *

Fill out this field
Fill out this field
Please enter a valid email address.

Menu
Top