Modify Major & Minor Grid Lines of ggplot2 Plot in R (5 Examples)

 

This post shows how to control the grid lines of a ggplot2 graph in the R programming language.

Table of contents:

So now the part you have been waiting for – the examples.

 

Example Data, Packages & Default Plot

As the first step, I’ll have to create some data that we can use in the examples later on:

data <- data.frame(x = 1:5,         # Create example data
                   y = c(3, 1, 4, 2, 5))
data                                # Print example data

 

table 1 data frame modify major and minor grid lines ggplot2 r

 

Table 1 shows the structure of our example data: It comprises five rows and two columns.

To be able to draw our data with the ggplot2 package, we also need to install and load ggplot2:

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

As next step, we can plot our data:

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

 

r graph figure 1 modify major and minor grid lines ggplot2 r

 

By executing the previous syntax we have drawn Figure 1, i.e. a ggplot2 line plot with regular grid lines.

 

Example 1: Modify Minor Grid Lines on X-Axis of ggplot2 Plot

In this example, I’ll illustrate how to control the minor grid lines on the x-axis of a ggplot2 graphic.

For this, we can use the scale_x_continuous and the minor_breaks argument as shown below:

ggp +                               # X-axis minor breaks
  scale_x_continuous(minor_breaks = seq(0, 10, 0.1))

 

r graph figure 2 modify major and minor grid lines ggplot2 r

 

Example 2: Modify Minor Grid Lines on Y-Axis of ggplot2 Plot

In Example 2, I’ll show how to adjust the minor grid lines on the y-axis.

All we have to change compared to Example 1 is the function, i.e. scale_y_continuous instead of scale_x_continuous:

ggp +                               # Y-axis minor breaks
  scale_y_continuous(minor_breaks = seq(0, 10, 0.1))

 

r graph figure 3 modify major and minor grid lines ggplot2 r

 

Example 3: Modify Major Breaks & Grid Lines on Y-Axis of ggplot2 Plot

Example 3 explains how to modify the major breaks in a ggplot2 plot using the breaks argument within the scale_y_continuous function.

Note that the following R syntax also changes the axis ticks:

ggp +                               # Y-axis major breaks
  scale_y_continuous(breaks = c(1.7, 2.3, 4.1))

 

r graph figure 4 modify major and minor grid lines ggplot2 r

 

Example 4: Remove Major & Minor Grid Lines on X-Axis of ggplot2 Plot

The following syntax shows how to delete all x-axis grid lines from our graphic using the theme function in combination with the panel.grid.major.x and panel.grid.minor.x arguments:

ggp +                               # Major & minor x-axis grid lines
  theme(panel.grid.major.x = element_blank(),
        panel.grid.minor.x = element_blank())

 

r graph figure 5 modify major and minor grid lines ggplot2 r

 

Example 5: Modify All Grid Lines on Both Axes of ggplot2 Plot

Example 5 shows how to control basically all grid lines in a single ggplot2 plot simultaneously:

ggp +                               # Major & minor breaks on both axes
  scale_x_continuous(minor_breaks = c(1.1, 1.2, 1.3, 1.4, 1.5,
                                      2.5, 2.6, 2.7, 2.8, 2.9)) +
  scale_y_continuous(minor_breaks = seq(3, 4, 0.05)) +
  theme(panel.grid.major.x = element_blank(),
        panel.grid.major.y = element_blank())

 

r graph figure 6 modify major and minor grid lines ggplot2 r

 

Video, Further Resources & Summary

As you have seen in the previous Examples, there are multiple alternatives when you want to control the grid lines of a ggplot2 plot in R.

Do you need more info on the topics of this article? Then you might want to have a look at the following video which I have published on my YouTube channel. I illustrate the R programming code of this tutorial in the video:

 

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Additionally, you may have a look at some of the related articles of my website.

 

To summarize: You have learned in this tutorial how to change or suppress grid lines in ggplot2 plots in R programming.

In this tutorial, we have modified the number of both major and minor grid lines of a ggplot2 line plot. However, please note that we could use the same R syntax to control grids of other types of graphics such as density plots, boxplots, histograms, scatterplots, and heatmaps.

If you have additional questions, let me know in the comments section.

 

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2 Comments. Leave new

  • Hello Joachim,

    Can you give us an example with a 3d graphic? Possibly with a 3D histogram?

    Thank you in advance,

    Vlad M

    Reply
    • Hey Vlad,

      That’s actually a very interesting question. Unfortunately, I’m not an expert for 3D graphics, so I don’t know how to do that. Please let me know in case you find an answer to your question.

      Thanks!

      Joachim

      Reply

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