How to Make Horizontal Violin Plot with Seaborn in Python?

Horizontal Violin Plot with Catplot Seaborn

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 the categorical variable on y-axis and the numerical… Continue reading How to Make Horizontal Violin Plot with Seaborn in Python?

Scatter Plot with Marginal Histograms in Python with Seaborn

Marginal plot: Changing Histogram Color in Python with Seaborn

Sometimes when you make a scatter plot between two variables, it is also useful to have the distributions of each of the variables on the side as histograms. Scatter plots with marginal histograms on the side is a great way to do that. We can use Seaborn jointplot() function in Python to make Scatter plot… Continue reading Scatter Plot with Marginal Histograms in Python with Seaborn

Bar Plots with Matplotlib in Python

Bar Plot Ascending Order with Matplotlib

In this post, we will see how to make bar plots with Matplotlib in Python. We will first start with making simple bar plot in matplotlib and then see how to make bar plots ordered in ascending and descending order. Let us load Pandas and matplotlib to make bar charts in Python. Let us create… Continue reading Bar Plots with Matplotlib in Python

Area Chart with Altair in Python

Area Chart with Altair in Python

In this post, we will see how to make simple area chart with Altair in Python. Area chart displays a quantitative variable like a line plot or density plot but coloring the area under the curve. In Altair, we can make area chart with mark_area() function. Let us first load Altair and the needed packages.… Continue reading Area Chart with Altair in Python

How To Make Bubble Plot in Python with Matplotlib?

Bubble Plot Color by Variable: Matplotlib

In this post, we will learn how to make bubbleplots using Matplotlib in Python. Bubble plot is a scatterplot, but with size of the data point on the scatter plot is coded by another variable. Basically, if the third variable is larger you get a bigger circle filled with a color i.e. bigger bubble and… Continue reading How To Make Bubble Plot in Python with Matplotlib?

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