In this post, we will learn how to turn off the “missing values” warning message from ggplot2, when making a scatterplot with data containing missing values. geom_point() in ggplot2 gives a warning when it drops missing values from from the dataset it is plotting. Here is example of the warning when geom_point() drops 2 data… Continue reading How to Turn off “missing values have been dropped” warning message in ggplot2
Author: datavizpyr
How to add arrow to x /y axis in ggplot2
In this tutorial, we will learn how to add arrows to both x and y axis in a plot made with ggplot2 in R. When we make a plot with ggplot2, it does not add arrows at the end of either x or y axis by default. Sometimes you might want to add arrows to… Continue reading How to add arrow to x /y axis in ggplot2
How to duplicate y-axis in ggplot2
In this tutorial, we will learn how to duplicate the primary axis in a plot made with ggplot2. We can duplicate either y-axis or x-axis using ggplot2’s sec.axis() function. Here we will first see an example of duplication y axis and then an example duplicating x-axis using sec.axis method. Let us load tidyverse. How to… Continue reading How to duplicate y-axis in ggplot2
How to increase the gap between boxes in a grouped boxplot with Seaborn
In this post we will learn how to increase the gap between boxes in a nested or grouped boxplot made with Seaborn in Python. We will use Seaborn v0.13.0 that came out in September 2023’s feature to increase the gap size. Let us first load the modules/packages needed to make boxplot and change the gap… Continue reading How to increase the gap between boxes in a grouped boxplot with Seaborn
Four geoms in ggplot2 to visualize uncertainty
In this post, we will learn about four geoms in ggplot2 that are useful for revealing uncertainty in numerical variables with multiple categories. The four geoms, geom_errorbar(), geom_linerange(), geom_crossbar(), and geom_pointrange() are useful when we have categeorical x values and we are interested in the “distribution of y conditional on x and use the aesthetics… Continue reading Four geoms in ggplot2 to visualize uncertainty