What are some examples of visualizations I can create using Python libraries?

What are some examples of visualizations I can create using Python libraries?

You can create various visualizations like 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 with Matplotlib?

Sure! Here's a basic example:

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 bar graph with Seaborn?

You can create a bar graph using Seaborn like this:

import seaborn as sns
import matplotlib.pyplot as plt

data = {'Categories': ['A', 'B', 'C'], 'Values': [4, 7, 1]}
sns.barplot(x='Categories', y='Values', data=data)
plt.title('Bar Graph Example')
plt.show()

Are there any interactive visualization options?

Yes! You can use Plotly for interactive visualizations. It allows you to create dynamic charts that users can interact with.