Error in ggplot(): Mapping should be created with `aes()`

How to fix ggplot2 error: Mapping should be created with aes

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. 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 If we… Continue reading Error in ggplot(): Mapping should be created with `aes()`

ggplot2 errot: how to fix could not find function “ggplot

How to fix Error in ggplot(., aes... could not find function ggplot

In this post we will learn how to fix one of the most common ggplot2 errors, saying “could not find function “ggplot”” Let us consider an example where we are trying to make boxplot using iris, one of the R built-in datasets. We have been extra careful and write a perfect R code as show… Continue reading ggplot2 errot: how to fix could not find function “ggplot

How to Make Grouped Violinplot with jittered data points in R

Grouped violin plot with jittered points using geom_sina() in ggforce

In this post, we will learn how to make grouped violin plot with jittered data points on top of it using ggplot2 in R. One of the challenges in making grouped violin or box plots with jittered data points is proper alignment of data points and the underlying plot. In an earlier tutorial, we addressed… Continue reading How to Make Grouped Violinplot with jittered data points in R

How to Reverse and Reorder Facets in ggplot2 (R) with fct_rev, factor, and fct_relevel

How to reverse the order of facets in R

By default, ggplot2 arranges facets in alphabetical order based on the factor levels of the variable you facet by. This behavior is logical but not always useful. Analysts often need to reverse or customize facet order to match reporting requirements, presentation style, or domain conventions. For example, showing “Graduate, Undergraduate, High School” rather than the… Continue reading How to Reverse and Reorder Facets in ggplot2 (R) with fct_rev, factor, and fct_relevel

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