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:

C:\Users\ Your Name>pip install seaborn

If you use Jupyter, install Seaborn using this command:

C:\Users\ Your Name>!pip install seaborn

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

import matplotlib.pyplot as plt

You can learn about the Matplotlib module in our Matplotlib Tutorial.

import seaborn as sns

import matplotlib.pyplot as plt
import seaborn as sns

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

plt.show()

import matplotlib.pyplot as plt
import seaborn as sns

sns.distplot([0, 1, 2, 3, 4, 5], hist=False)

plt.show()

Note: We will be using: sns.distplot(arr, hist=False) to visualize random distributions in this tutorial.