How can I create subplots using different libraries in Python?

How can I create subplots using different libraries in Python?

You can create subplots using libraries like Matplotlib, Seaborn, and Plotly. Which one are you interested in?

Let's start with Matplotlib.

In Matplotlib, you can use plt.subplots() to create subplots. For example:

import matplotlib.pyplot as plt
fig, axs = plt.subplots(2, 2)
axs[0, 0].plot(x, y1)
axs[0, 1].plot(x, y2)
axs[1, 0].plot(x, y3)
axs[1, 1].plot(x, y4)
plt.show()

What about Seaborn?

In Seaborn, you can use the FacetGrid for creating subplots. Here's a simple example:

import seaborn as sns
import matplotlib.pyplot as plt

g = sns.FacetGrid(data, col='column_name')
g.map(sns.scatterplot, 'x', 'y')
plt.show()

And for Plotly?

In Plotly, you can use make_subplots to create subplots. Here's how:

from plotly.subplots import make_subplots
import plotly.graph_objects as go

fig = make_subplots(rows=2, cols=2)
fig.add_trace(go.Scatter(x=x, y=y1), row=1, col=1)
fig.add_trace(go.Scatter(x=x, y=y2), row=1, col=2)
fig.show()