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
Category: Python Boxplot
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
Horizontal Boxplots with Seaborn in Python
Horizontal boxplots cane be very useful, when you have categories with longer names. In general, Boxplots are great visualization tool for looking at multiple distributions at the same time, However, when the description of each distribution on x-axis is bit longer, it may become really difficult to understand the boxplot. One of the solutions is… Continue reading Horizontal Boxplots with Seaborn in Python
How To Make Boxplots with Seaborn in Python?
Boxplot is a way to visualize quantitative/numeric variable, in a concise way using quartiles of a data distribution. Here, we will see examples of making simple boxplots using Seaborn in Python. Let us first load packages needed for making boxplot. We will use weather data from Seattle from vega-dataset. We will directly load the data… Continue reading How To Make Boxplots with Seaborn in Python?