How can I use Seaborn for plotting comparisons in Jupyter Notebook?

How can I use Seaborn for plotting comparisons in Jupyter Notebook?

You can use Seaborn to create various types of comparison plots like bar plots, box plots, and violin plots. Would you like a specific example?

Yes, can you show me how to create a box plot?

Sure! First, make sure you have Seaborn installed. Then, you can use the following code:

import seaborn as sns
import matplotlib.pyplot as plt

# Load an example dataset
iris = sns.load_dataset('iris')

# Create a box plot
sns.boxplot(x='species', y='sepal_length', data=iris)
plt.title('Comparison of Sepal Length by Species')
plt.show()

What if I want to compare multiple variables?

You can use the sns.pairplot() function to compare multiple variables at once. For example:

sns.pairplot(iris, hue='species')
plt.show()
``` This will create a grid of plots comparing all numerical variables.