How can I visualize data using Matplotlib and Plotly?

How can I visualize data using Matplotlib and Plotly?

You can use Matplotlib for static plots and Plotly for interactive visualizations. What type of data are you working with?

I'm working with a dataset of monthly sales figures.

Great! For Matplotlib, you can create a line plot using plt.plot(). For Plotly, you can use plotly.express.line(). Would you like code examples?

Yes, please provide code examples for both.

Sure! Here's a simple example for Matplotlib:

import matplotlib.pyplot as plt

months = ['Jan', 'Feb', 'Mar', 'Apr']
sales = [200, 300, 250, 400]
plt.plot(months, sales)
plt.title('Monthly Sales')
plt.xlabel('Months')
plt.ylabel('Sales')
plt.show()

And for Plotly:

import plotly.express as px

fig = px.line(x=months, y=sales, title='Monthly Sales')
fig.show()

Thanks! How do I customize the plots further?

You can customize Matplotlib plots with parameters like color, linestyle, and marker. For Plotly, you can adjust layout properties and add annotations. Would you like more details on specific customizations?