dice_roll.py

# Import libraries
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns

%matplotlib inline

# Pick a seed for the random number generator
np.random.seed(101)

# Generate random integers between 1 and 6 for a sample size of 10
n_sims = 10
print(np.random.randint(1, 7, n_sims))

# Generate random integers between 1 and 6 for a sample size of 10000
n_sims = 10_000
x = np.random.randint(1, 7, n_sims)

# Plot the histogram
sns.distplot(x, kde = False)
plt.title("Histogram of simulated dice rolls")
plt.xlim([0,7]);