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Plotting normal distributions

A certain restaurant chain has been collecting data about customer spending. The data shows that the spending is approximately normally distributed, with a mean of $3.15 and a standard deviation of $1.50 per customer.

Cet exercice fait partie du cours

Foundations of Probability in Python

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Instructions

  • Import norm from scipy.stats, matplotlib.pyplot as plt, and seaborn as sns.
  • Generate a normal distribution sample with mean 3.15 and standard deviation 1.5.
  • Plot the sample generated.

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

# Import norm, matplotlib.pyplot, and seaborn
from scipy.stats import ____
import matplotlib.pyplot as ____
import seaborn as ____

# Create the sample using norm.rvs()
sample = norm.____(loc=____, scale=____, size=10000, random_state=13)

# Plot the sample
sns.____(____)
plt.show()
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