How can I customize subplots in Matplotlib?

How can I customize subplots in Matplotlib?

You can customize subplots in Matplotlib using the subplots function and adjusting parameters like figsize, sharex, and sharey. What specific customization are you looking for?

I want to change the size and layout of the subplots.

You can set the size of the figure using the figsize parameter in plt.subplots(). For layout, you can use nrows and ncols to define the grid. Would you like an example?

Yes, please provide an example.

Sure! Here's a simple example:

import matplotlib.pyplot as plt

fig, axs = plt.subplots(nrows=2, ncols=2, figsize=(10, 8))
axs[0, 0].plot([1, 2, 3], [1, 4, 9])
axs[0, 1].bar([1, 2, 3], [1, 2, 3])
plt.show()

This creates a 2x2 grid of subplots with a specified size.

How can I add titles and labels to each subplot?

You can add titles and labels using the set_title(), set_xlabel(), and set_ylabel() methods on each axis. For example:

axs[0, 0].set_title('Line Plot')
axs[0, 0].set_xlabel('X-axis')
axs[0, 0].set_ylabel('Y-axis')

Would you like to know more about styling?