What are some examples of data visualization in Jupyter Notebooks?

What are some examples of data visualization in Jupyter Notebooks?

Jupyter Notebooks can create various visualizations using libraries like Matplotlib, Seaborn, and Plotly. Would you like to see specific examples?

Yes, can you show me an example using Matplotlib?

Sure! Here's a simple example of a line plot using Matplotlib:

import matplotlib.pyplot as plt

x = [1, 2, 3, 4, 5]
y = [2, 3, 5, 7, 11]

plt.plot(x, y)
plt.title('Line Plot Example')
plt.xlabel('X-axis')
plt.ylabel('Y-axis')
plt.show()

This code will generate a line plot of the data.

That looks great! Can you provide an example using Seaborn?

Absolutely! Here's an example of a scatter plot using Seaborn:

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.title('Seaborn Scatter Plot Example')
plt.show()

This will create a scatter plot with different colors for each species.