How can I visualize data using Jupyter Notebooks?

How can I visualize data using Jupyter Notebooks?

You can use libraries like Matplotlib, Seaborn, or Plotly to create visualizations in Jupyter Notebooks.

Can you show me an example of a simple plot?

Sure! Here's a basic example using Matplotlib:

import matplotlib.pyplot as plt

x = [1, 2, 3, 4]
y = [10, 15, 7, 10]

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

What about using Seaborn for more advanced visualizations?

Seaborn is great for statistical visualizations. For example:

import seaborn as sns
import pandas as pd

# Sample data
data = pd.DataFrame({'x': [1, 2, 3, 4], 'y': [10, 15, 7, 10]})
sns.scatterplot(data=data, x='x', y='y')
plt.title('Seaborn Scatter Plot')
plt.show()