Visualize average quantity metric

You are now going to visualize average quantity values in a heatmap.

We have loaded pandas package as pd, and the average quantity values DataFrame as average_quantity.

Please use the console to explore it.

Este ejercicio forma parte del curso

Customer Segmentation in Python

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Instrucciones del ejercicio

Import seaborn package as sns.
Initialize an 8 by 6 inches figure.
Add a title.
Create the heatmap of the average quantity values with annotations and show the plot.

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# Import seaborn package as sns
import ____ as sns

# Initialize an 8 by 6 inches plot figure
plt.____(figsize=(____, ____))

# Add a title
plt.____('Average Spend by Monthly Cohorts')

# Create the heatmap
sns.____(____, annot=____, cmap='Blues')
plt.____()

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