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Data Viz with Python and R

Learn to Make Plots in Python and R

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How to order facet variable in grouped boxplot by mean difference between groups in ggplot2

datavizpyr · August 26, 2024 ·

How to order facet_variable in a grouped boxplot by mean difference between groups

In this tutorial, we will learn how to order facet variable in a grouped boxplot by mean difference between groups in each facet plot with ggplot2. We will use Palmer penguin dataset to make a grouped boxplot using facet_wrap() in ggplot2. Our data looks like … [Read more...] about How to order facet variable in grouped boxplot by mean difference between groups in ggplot2

Filed Under: Boxplot ggplot2, ggplot2 Tagged With: Order grouped boxplot

Violinplot vs Boxplot: Why Violinplot Is Better Than Boxplot

datavizpyr · July 30, 2020 ·

Violinplot of Data from 3 Different Distributions

Violinplot or boxplot? What is better? Boxplots is great visualization to show a numerical variable. A boxplot shows "four main features about a variable: center, spread, asymmetry, and outliers". With the five summary statistics one can easily draw boxplot even by hand. Violin … [Read more...] about Violinplot vs Boxplot: Why Violinplot Is Better Than Boxplot

Filed Under: Boxplot ggplot2, Boxplot vs Violinplot, R, Violin plot ggplot2 Tagged With: boxplot vs violinplot, violin plot in R

How To Reorder Boxplots in R with ggplot2

datavizpyr · January 28, 2020 ·

Sorting Boxplots in Descending Order

In this post, we will learn how to re-order boxplots in R with ggplot2. We will make a boxplot using ggplot2 with multiple groups. By default, ggplot2 orders the groups in alphabetical order. We will see multiple examples of reordering boxplots by another variable in the data … [Read more...] about How To Reorder Boxplots in R with ggplot2

Filed Under: Boxplot ggplot2, R Tagged With: ggplot boxplot, reorder boxplot ggplot, reorder boxplot R

How To Color Boxplots By a Variable in R with ggplot2?

datavizpyr · January 24, 2020 ·

Filling boxplot with colors using geom_boxplot()

In this tutorial, we learn how to color boxplots in R by a variable. With ggplot2 in R, we can color boxplots in multiple ways. In this post, we will first see how to make a simple boxplot in R. And then we will learn how to fill the boxes on boxplot by a variable. Then we will … [Read more...] about How To Color Boxplots By a Variable in R with ggplot2?

Filed Under: Boxplot ggplot2, Color Boxplot, R Tagged With: Boxplot, ggplot2, R

Horizontal Boxplots with ggplot2 in R

datavizpyr · January 15, 2020 ·

Horizontal Boxplot Reordered

Horizontal boxplots are useful when you are making a boxplot multiple groups & you want the group names to be easily readable. And horizontal boxplots can also make it easy see the pattern among the groups quickly. In this post will learn how to make horizontal boxplots with … [Read more...] about Horizontal Boxplots with ggplot2 in R

Filed Under: Boxplot ggplot2, Horizontal Boxplot, R Tagged With: horizontal boxplot ggplot2

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