Change Legend Labels of ggplot2 Plot in R (2 Examples)

 

In this post, I’ll explain how to modify the text labels of a ggplot2 legend in R programming.

The tutorial will consist of these content blocks:

Let’s start right away!

 

Exemplifying Data, Add-On Packages & Basic Graphic

Consider the exemplifying data below.

data <- data.frame(x = 1:6,                            # Create example data
                   y = 1,
                   group = as.factor(letters[1:3]))
data                                                   # Print example data

 

table 1 data frame change legend labels ggplot2 r

 

Table 1 illustrates that our example data comprises six rows and three variables. The variables x and y contain numeric values and the groups are defined by the group variable.

If we want to use the commands and functions of the ggplot2 package, we also need to install and load ggplot2:

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

Now, we can draw our data as follows:

ggp <- ggplot(data, aes(x, y, col = group)) +          # Create default ggplot2 plot
  geom_point()
ggp                                                    # Draw ggplot2 plot

 

r graph figure 1 change legend labels ggplot2 r

 

As shown in Figure 1, we have created a ggplot2 scatterplot with default legend items.

 

Example 1: Change Legend Labels of ggplot2 Plot Using scale_color_manual Function

Example 1 explains how to adjust the legend items using the scale_color_manual function of the ggplot2 package:

ggp +                                                  # Modify labels and colors
  scale_color_manual(labels = c("Group 1", "Group 2", "Group 3"),
                     values = c("red", "blue", "green"))

 

r graph figure 2 change legend labels ggplot2 r

 

As shown in Figure 2, we have modified the text of the legend items with the previous R programming code. Note that the previous R code also change the color of the data points in our scatterplot.

 

Example 2: Rename Factor Levels to Change Legend Labels of ggplot2 Plot

In case we want to keep the default color palette of the ggplot2 package when changing the legend labels, we can manipulate our data frame in the forefront:

data_new <- data                                       # Duplicate data
levels(data_new$group) <- list("Group 1" = "a",        # Change factor levels
                               "Group 2" = "b",
                               "Group 3" = "c")

Now, we can use the new data frame as basement for our ggplot2 plot:

ggp_new <- ggplot(data_new, aes(x, y, col = group)) +  # Recreate ggplot2 plot
  geom_point()
ggp_new                                                # Draw updated ggplot2 plot

 

r graph figure 3 change legend labels ggplot2 r

 

As shown in Figure 3, the previous syntax plotted our new data frame, i.e. the same data points with the same colors, but with different legend text.

 

Video & Further Resources

Do you need further explanations on the topics of this tutorial? Then you may want to watch the following video tutorial which I have published on my YouTube channel. I’m explaining the examples of this article in the video instruction:

 

The YouTube video will be added soon.

 

In addition to the video, I can recommend reading some of the other articles on this website:

 

To summarize: You learned in this tutorial how to change the item text of a ggplot2 legend in the R programming language. Let me know in the comments, in case you have any further comments and/or questions.

 

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