What are some examples of using Seaborn in Jupyter Notebook?

What are some examples of using Seaborn in Jupyter Notebook?

Seaborn is a powerful visualization library in Python. You can create various plots like scatter plots, bar plots, and heatmaps. Would you like to see a specific example?

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

Sure! First, you need to import Seaborn and Matplotlib. Then, you can use the scatterplot function. Here's a simple example:

import seaborn as sns
import matplotlib.pyplot as plt

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

# Create a scatter plot
sns.scatterplot(data=iris, x='sepal_length', y='sepal_width', hue='species')
plt.show()

That looks great! How can I customize the plot?

You can customize the plot by adding parameters like palette, size, and style. For example:

sns.scatterplot(data=iris, x='sepal_length', y='sepal_width', hue='species', palette='deep', size='petal_length', sizes=(20, 200), style='species')
plt.show()
``` This will give you a more informative and visually appealing plot!