What are some examples of data visualizations I can create using Jupyter?

What are some examples of data visualizations I can create using Jupyter?

You can create various visualizations in Jupyter, such as line charts, bar graphs, scatter plots, and heatmaps using libraries like Matplotlib, Seaborn, and Plotly.

Can you show me how to create a simple line chart?

Sure! Here's a basic example 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('Simple Line Chart')
plt.xlabel('X-axis')
plt.ylabel('Y-axis')
plt.show()

What about creating a scatter plot?

To create a scatter plot, you can use the following code:

import matplotlib.pyplot as plt

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

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

Are there any interactive visualization libraries I can use?

Yes! Libraries like Plotly and Bokeh allow you to create interactive visualizations in Jupyter. They provide features like zooming and hovering.