In this post, we will learn how to make boxplot with data points using Altair. Latest version of Altair supports making simple boxplots. However, current version of Altair does not support adding adding jittered data points on top of boxplots. Thanks to Justin Bois from Caltech, we can use his data visualization utility package Altair-catplot,… Continue reading How to Make Boxplot with Jittered Data Points using Altair in Python
Tag: Boxplot
8 Tips to Make Better Boxplots with Altair in Python
In this tutorial, we will learn how to make boxplot using Altair in Python. We will start with making a simple boxplot and show how we can make the boxplot better with useful Altair tips. Let us load Altair and check its version We will use Palmer Penguins dataset to learn the tips to make… Continue reading 8 Tips to Make Better Boxplots with Altair in Python
How to Show Mean on Boxplot using Seaborn in Python?
Boxplots show five summary statistics, including median, derived from data to show distribution of numerical data corresponding categorical variables. Sometimes, you might want to highlight the mean values in addition to the five statistics of boxplot. In this post we will see how to show mean mark on boxplot using Seaborn in Python. We will… Continue reading How to Show Mean on Boxplot using Seaborn in Python?
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?
How to Connect Data Points on Boxplot with Lines?
Boxplots with data points are great way to visualize the summary information between distributions and also look at the actual data points. Sometimes, when making boxplot with paired data points, it is also useful to connect the paired data points with lines. Adding lines to points betweeb two groups/time points can immediately reveal the change… Continue reading How to Connect Data Points on Boxplot with Lines?