Legends are useful to add additional variables to a data visualization. By default, when we make a plot with legend using ggplot2, it places the legend on outside the plot on the right side. In this post, we will learn how to change or adjust the legend position in ggplot2. We will use ggplot2’s theme()… Continue reading How To Adjust Legend Position in ggplot2?
Author: datavizpyr
How to Show and Customize Mean Values in Seaborn Boxplots
Want to display both median and mean values in your boxplot visualizations? This comprehensive guide shows you exactly how to seaborn boxplot show mean using multiple methods, with ready-to-use Python code examples. Boxplots traditionally show median values, but displaying the mean alongside provides additional statistical insight, especially when dealing with skewed distributions or comparing central… Continue reading How to Show and Customize Mean Values in Seaborn Boxplots
How To Show Mean Value in Boxplots with ggplot2?
Boxplots are a great way to visualize multiple distributions using summary statistics. Boxplot shows five summary statistics; the minimum, the maximum, the median, and the first and third quartiles of the data. Sometimes, you might want to add other statistical summary values on the boxplot. In this post, we will see how to show mean… Continue reading How To Show Mean Value in Boxplots with ggplot2?
Connect Paired Points on Boxplots with Lines in ggplot2
Want to show relationships between paired observations or track changes across groups in your boxplots? This comprehensive guide shows you exactly how to connect points boxplot ggplot2 using lines, with practical examples for before/after studies, paired data, and longitudinal analysis. Standard boxplots are excellent for comparing distributions, but they don’t reveal relationships between individual data… Continue reading Connect Paired Points on Boxplots with Lines in ggplot2
How to Annotate Bars in Grouped Barplot in Python?
In this post we will learn examples of adding text, annotating bars in grouped barplot using matplotlib. We will first see how to make grouped barplots using Seaborn’s barplot() function and then use Matplotlib to add annotations to the grouped bars. The way to add annotation to grouped barplot is very similar to the way… Continue reading How to Annotate Bars in Grouped Barplot in Python?