Seaborn

Visualize Distributions With Seaborn

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

Install Seaborn.

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

Distplots

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

import the pyplot object of the Matplotlib module in your code using following code

import matplotlib.pyplot as plt

Import Seaborn

import the seaborn in your code using following code

import seaborn as sns

Plotting a Displot

Example

import matplotlib.pyplot as plt
import seaborn as sns
sns.distplot([0, 1, 2, 3, 4, 5])
plt.show()

Plotting a Distplot Without the Histogram

Example

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.