How to generate distribution plot the easiest way in Python? : Pythoneo

Let’s see how to generate distribution plot the easiest way in Python.

Distribution plot implementation

To create normal distribution plot the easiest way we will need to import three different Python libraries:

numpy

matplotlib

scipy

import numpy as np
from matplotlib import pyplot as plt
from scipy.stats import norm

normal_distribution_plot = np.linspace(-4, 4, 50)
plt.plot(normal_distribution_plot, norm.pdf(normal_distribution_plot, 0, 1))

plt.title("Normal Distribution by Pythoneo.com")
plt.show()

Numpy allows us to create space.
Matplotlib gives us possibility to create a plot itself.
Thanks to scipy we are able to create normal distribution.

That’s how thanks to just 3 functions we create normal distribution plot in Python.