What are some tips for visualizing data with NumPy?

What are some tips for visualizing data with NumPy?

When visualizing data with NumPy, consider using libraries like Matplotlib or Seaborn for better graphics.

Can you give me an example of how to plot a simple graph?

Sure! You can use Matplotlib like this:

import numpy as np
import matplotlib.pyplot as plt

x = np.linspace(0, 10, 100)
y = np.sin(x)

plt.plot(x, y)
plt.title('Sine Wave')
plt.xlabel('X-axis')
plt.ylabel('Y-axis')
plt.show()

What types of plots can I create with NumPy?

You can create line plots, scatter plots, bar charts, histograms, and more using NumPy with Matplotlib.

Are there any best practices for data visualization?

Yes! Always label your axes, choose appropriate colors, and keep your plots simple for better understanding.