Horizontal boxplots are useful when you have lots of groups with longer names. If you make simple boxplots, the longer names would overlap on each other and make it impossible to read the group names. Horizontal boxplots solve that problem easily. In this post, we will see an example of making horizontal boxplots with data… Continue reading Horizontal Boxplots with Points using Seaborn in Python
Author: datavizpyr
Sort Boxplot by Mean with Seaborn in Python
Sorting a boxplot by mean or median values of each group is more helpful, when you are making a boxplot with multiple groups. In this post we will see an example of starting with a boxplot that is unordered and we will use Pandas and Seaborn to sort the boxplot by mean (and median). First,… Continue reading Sort Boxplot by Mean with Seaborn in Python
How to Make Boxplots with Data Points using Seaborn in Python
Boxplot with data points on top of it is often better visualization technique than the boxplots alone. This is mainly because, boxplot with data points actually shows the data underlying the boxplots, while the boxplot alone just shows the summary statistics. Always remember, Anscombe’s quartet, while using only summary statitics. In this tutorial, we will… Continue reading How to Make Boxplots with Data Points using Seaborn in Python
How To Make Simple Heatmaps with ggplot2 in R?
Heatmaps visualizes multi-dimensional data as a matrix filled with colors based on their numerical value. For example the portion of matrix with low values will have one color and the portion with high values will have another color. This can help us identify the pattern in the data easily. In this post we will examples… Continue reading How To Make Simple Heatmaps with ggplot2 in R?
How To Make Boxplots with Data Points in R using ggplot2?
Boxplots with data points are a great way to visualize multiple distributions at the same time without losing any information about the data. In this tutorial, we will see examples of making Boxplots with data points using ggplot2 in R and customize the boxplots with data points. Let us load all the packages in tidyverse… Continue reading How To Make Boxplots with Data Points in R using ggplot2?