How can I create animations using Plotly?

How can I create animations using Plotly?

You can create animations in Plotly by using the animation_frame parameter in your plot. This allows you to specify which data column to use for the animation.

Can you show me a simple example of this?

Sure! Here's a basic example:

import plotly.express as px
import pandas as pd

# Sample data
df = pd.DataFrame({
    'x': [1, 2, 3, 4],
    'y': [10, 11, 12, 13],
    'time': [1, 2, 3, 4]
})

fig = px.scatter(df, x='x', y='y', animation_frame='time')
fig.show()

What if I want to customize the animation speed?

You can customize the animation speed by adjusting the animation_group and transition parameters in your Plotly figure. For example, you can set the duration of the transition.

Are there any limitations to using animations in Plotly?

Yes, some limitations include performance issues with large datasets and the complexity of animations that may not render well on all devices.