Set Axis Breaks of ggplot2 Plot in R (3 Examples)

 

In this R programming tutorial you’ll learn how to change the axis tick marks of a ggplot2 graphic.

The tutorial will consist of the following content:

It’s time to dive into the examples:

 

Exemplifying Data, Add-On Packages & Basic Graphic

The first step is to create some example data:

data <- data.frame(x = 1:6,         # Create example data
                   y = c(4, 6, 8, 1, 5, 3))
data                                # Print example data

 

table 1 data frame set axis breaks ggplot2 r

 

Have a look at the table that got returned by the previous syntax. It illustrates that our example data is made of six rows and two columns.

In this R code, we also have to install and load the ggplot2 package:

install.packages("ggplot2")         # Install & load ggplot2 package
library("ggplot2")

As next step, we can draw a graph of our data:

ggp <- ggplot(data, aes(x, y)) +    # Create default ggplot2 plot
  geom_line()
ggp                                 # Draw default ggplot2 plot

 

r graph figure 1 set axis breaks ggplot2 r

 

Figure 1 shows the output of the previous code – A ggplot2 line plot with default axis ticks.

 

Example 1: Manually Specify X-Axis Ticks in ggplot2 Plot

The following syntax illustrates how to adjust the axis tick positions of a ggplot2 plot using the scale_x_continuous function and the breaks argument.

Have a look at the following R code:

ggp +                               # Manually specify x-axis ticks
  scale_x_continuous(breaks = c(2, 3, 5))

 

r graph figure 2 set axis breaks ggplot2 r

 

The output of the previous R syntax is shown in Figure 2: A ggplot2 line chart with manual axis ticks on the x-axis.

 

Example 2: Manually Specify Y-Axis Ticks in ggplot2 Plot

The following code illustrates how to set the axis breaks of a ggplot2 plot on the y-axis.

For this, we can basically use the same code as in Example 1. We simply need to replace the scale_x_continuous function by the scale_y_continuous function:

ggp +                               # Manually specify y-axis ticks
  scale_y_continuous(breaks = c(2, 3, 5))

 

r graph figure 3 set axis breaks ggplot2 r

 

Figure 3 shows the output of the previous R code – A ggplot2 graphic with user-defined axis values on the y-axis.

 

Example 3: Manually Specify Sequence of Axis Ticks in ggplot2 Plot

In Example 3, I’ll illustrate how to create a user-defined sequence of axis breaks.

For this task, we can apply the seq function within the scale_x_continuous function as shown below:

ggp +                               # Manually specify sequence of x-axis ticks
  scale_x_continuous(breaks = seq(1, 6, 0.33))

 

r graph figure 4 set axis breaks ggplot2 r

 

The output of the previous R code is shown in Figure 4 – A ggplot2 graph with a manually specified sequence of x-axis breaks.

 

Video & Further Resources

Have a look at the following video of my YouTube channel. In the video, I illustrate the examples of this article in RStudio:

 

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In addition, you might want to have a look at the related tutorials of my website:

 

To summarize: At this point you should know how to modify ggplot2 axis breaks in the R programming language.

In this tutorial, I have illustrated how to set axis ticks of a line plot. Please note that it would be possible to apply the same type of R syntax to other kinds of plots such as scatterplots, barcharts, boxplots, density plots, heatmaps, and so on.

Let me know in the comments, if you have further questions.

 

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