# Change Drawing Order of Points in ggplot2 Plot in R (Example)

In this tutorial, I’ll demonstrate how to change the order of points in a ggplot2 plot in the R programming language.

Let’s jump right to the example…

## Example Data, Packages & Basic Plot

The following data will be used as basement for this tutorial:

```set.seed(253834) # Create example data data <- data.frame(x = c(0, rnorm(999)), y = c(0, rnorm(999)), group = c("a", rep("b", 999))) head(data) # Head of example data``` As you can see based on Table 1, the example data is a data frame having three variables called “x”, “y”, and “group”.

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

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

Now, we can create a plot of our data in default order as follows:

```ggplot(data, aes(x, y, col = group)) + # Draw ggplot2 scatterplot geom_point(size = 5)``` After running the previous syntax the ggplot2 scatterplot shown in Figure 1 has been plotted.

Note that we have specified to draw one of the points (i.e. the first of of our example data) in red. However, this point is completely overlapped by the other points in our plot.

## Example: Control Ordering of Drawing Points by Reordering Data

In this example, I’ll illustrate how to change the way how the points are sorted in a ggplot2 graphic.

For this, you have to consider that the ordering of the points in a ggplot2 plot depends on the ordering of the rows of the input data.

In other words: If we want to change the order of the points in a ggplot2 graph, we have to change the order of rows of the input data frame.

Let’s do this:

```data_reorder <- data[c(2:nrow(data), 1), ] # Reorder data tail(data_reorder) # Tail of reordered data``` As illustrated in Table 2, we have created a new data frame called data_reorder where the first row of the original data was moved to the bottom.

We can now use this new data set to draw our plot once again:

```ggplot(data_reorder, aes(x, y, col = group)) + # Draw reordered data geom_point(size = 5)``` As shown in Figure 2, we have created another ggplot2 scatterplot where the red point is shown on top.

## Video & Further Resources

Have a look at the following video on my YouTube channel. I show the R programming syntax of the present tutorial in the video:

In addition, you might want to have a look at the other articles on https://www.statisticsglobe.com/.

In this article you have learned how to change the order of points in a ggplot2 scatterplot in R programming. If you have additional questions, let me know in the comments section below.

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