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How to implement binomial distribution in python?
Description

To implement the binomial distribution using python.

Process

  Import libraries.

  Assume sample data in a interval.

  Assume n and p value.

  Assume total number of samples.

  Import binomial function from scipy stats.

Sapmle Code

#import libraries

from scipy import stats

import numpy as np

import matplotlib.pyplot as plt

#assuming value

total_sample=10

p_value=0.4

n=np.arange(0,20)

#import binomial function

binomial=stats.binom.pmf

(n,total_sample,p_value)

#plot the binomial distribution

plt.plot(n,binomial,’o-‘)

plt.title(“Binomial distribution”)

plt.xlabel(“number of success”)

plt.ylabel(“probability of success”)

plt.show()

Screenshots