How can I create data visualizations using Python?

How can I create data visualizations using Python?

You can use libraries like Matplotlib, Seaborn, and Plotly to create various types of data visualizations in Python.

Can you show me a simple example using Matplotlib?

Sure! Here's a basic example:

import matplotlib.pyplot as plt

x = [1, 2, 3, 4]
y = [10, 20, 25, 30]

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

What about creating a bar chart with Seaborn?

Here's how you can create a bar chart using Seaborn:

import seaborn as sns
import matplotlib.pyplot as plt

data = {'Category': ['A', 'B', 'C'], 'Values': [10, 20, 15]}
df = pd.DataFrame(data)

sns.barplot(x='Category', y='Values', data=df)
plt.title('Bar Chart Example')
plt.show()

Are there any interactive visualization libraries?

Yes! Plotly and Bokeh are great libraries for creating interactive visualizations in Python.