Hands-On Exploratory Data Analysis with Python

Uniform distribution

The uniform probability distribution function of any continuous uniform distribution is given by the following equation:

Let's plot the graph for uniform distribution using the Python libraries, seaborn and matplotlib. First of all, let's import the important libraries needed to generate the graph:

import matplotlib.pyplot as pltfrom IPython.display import Math, Latexfrom IPython.core.display import Imageimport seaborn as snssns.set(color_codes=True)sns.set(rc={'figure.figsize':(10,6)})

Now, let's generate a uniform distribution:

from scipy.stats import uniformnumber = 10000start = 20width = 25uniform_data = uniform.rvs(size=number, ...