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Facetting multiple regressions

lmplot() allows us to facet the data across multiple rows and columns. In the previous plot, the multiple lines were difficult to read in one plot. We can try creating multiple plots by Region to see if that is a more useful visualization.

Cet exercice fait partie du cours

Intermediate Data Visualization with Seaborn

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Instructions

  • Use lmplot() to look at the relationship between insurance_losses and premiums.
  • Create a plot for each Region of the country.
  • Display the plots across multiple rows.

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

# Create a regression plot with multiple rows
sns.lmplot(data=df,
           x="insurance_losses",
           y="premiums",
           ____="____")

# Show the plot
plt.show()
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