Barplots are a great way to visualize the relationship between categorical variables and their corresponding quantitative values. However, the default order of categories in Seaborn is often alphabetical, which may not be meaningful. Sorting the bars makes comparisons easier and … [Read more...] about How To Order Bars in Barplot using Seaborn in Python?
Seaborn
How To Make Stripplot using Seaborn Catplot?
Stripplots are like scatter plots but one of the variables is a categorical variable. Stripplots are a great addition to boxplots as it shows complete data on the plot. Stripplots are more useful when can add random noise called "jitter" to avoid overlapping of data points with … [Read more...] about How To Make Stripplot using Seaborn Catplot?
How To Make Ridgeline plot in Python with Seaborn?
Ridgeline plots are great to visualize numerical distributions corresponding to multiple groups or categorical variables. Ridgeline plots make density plots or histograms for each group one on top of each other and thus making it look like "a mountain range". They are great for … [Read more...] about How To Make Ridgeline plot in Python with Seaborn?
How To Use Seaborn Color Palette to Color Boxplot
Adding right set of colors to plot can reveal a pattern that is not seen before. Seaborn Color Palettes makes it really easy to add group of suitable colors to your data visualization. In this post, we will learn how to use Seaborn Color Palettes to color a boxplot made with … [Read more...] about How To Use Seaborn Color Palette to Color Boxplot
How to Make Horizontal Violin Plot with Seaborn in Python?
In this tutorial, we will learn how to make horizontal violin plot in Seaborn with Python. With Seaborn, we can use two similar functions, catplot() and violinplot() to make violin plots. Making a violinplot horizontal with Seaborn is pretty simple. All we need to do is specify … [Read more...] about How to Make Horizontal Violin Plot with Seaborn in Python?