In this post we will see an example of one of most common errors while making a plot with ggplot2 and how to fix them.
library(tidyverse) theme_set(theme_bw(16)
Let us we are trying to make a scatter plot using ggplot2 using the following code. Here we use mtcars dataset built-in R to make the scatter plot
mtcars %>% ggplot(mpg,disp)+ geom_point()
If we try to execute the code we will get the following error.
Error in `ggplot()`: ! Mapping should be created with `aes()` or `aes_()`.
How to fix: ggplot2 error: Mapping should be created with `aes() or aes_()`
The error here is definitely is useful in coming up with ways to fix the error. The error message indirectly saying the we are missing aes() while specifying x and y-axis variables for the scatter plot.
By correctly adding aes() as shown below
mtcars %>% ggplot(aes(mpg,disp))+ geom_point()+ labs(subtitle= "How to fix: ggplot2 error: Mapping should be created with `aes()`") ggsave("how_to_fix_ggplot2_error_Mapping_should_be_created_with_aes.png")
We will get the intended scatter plot shown below.