Seaborn

Visualize Distributions With Seaborn

Seaborn is a library that uses Matplotlib underneath to plot graphs. It will be used to visualize random distributions.

If you have Python and PIP already installed on a system, install it using this command:

pip install seaborn

If you use Jupyter, install Seaborn using this command:

!pip install seaborn

Displot stands for distribution plot, it takes as input an array and plots a curve corresponding to the distribution of points in the array.

Import the pyplot object of the Matplotlib module in your code using the following statement:

import matplotlib.pyplot as plt

Import the Seaborn module in your code using the following statement:

import seaborn as sns

import matplotlib.pyplot as plt
import seaborn as sns

sns.displot([0, 1, 2, 3, 4, 5])

plt.show()

import matplotlib.pyplot as plt
import seaborn as sns

sns.displot([0, 1, 2, 3, 4, 5], kind="kde")

plt.show()

Note: We will be using sns.displot(arr, kind="kde") to visualize random distributions in this tutorial.