How can I compare different Plotly plots in Jupyter Notebook?

How can I compare different Plotly plots in Jupyter Notebook?

You can compare different Plotly plots in Jupyter Notebook by using subplots or by overlaying multiple plots in a single figure.

Can you show me an example of using subplots?

Sure! You can use make_subplots from plotly.subplots to create a grid of plots. Here's a simple example:

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

fig = make_subplots(rows=1, cols=2)

fig.add_trace(go.Scatter(x=[1, 2, 3], y=[4, 5, 6], name='Plot 1'), row=1, col=1)
fig.add_trace(go.Bar(x=[1, 2, 3], y=[6, 5, 4], name='Plot 2'), row=1, col=2)

fig.show()

What if I want to overlay the plots instead?

To overlay plots, you can simply add multiple traces to the same figure. Here's an example:

import plotly.graph_objects as go

fig = go.Figure()

fig.add_trace(go.Scatter(x=[1, 2, 3], y=[4, 5, 6], mode='lines', name='Line Plot'))
fig.add_trace(go.Bar(x=[1, 2, 3], y=[6, 5, 4], name='Bar Plot', opacity=0.5))

fig.show()