What are some examples of using Plotly in Jupyter notebooks?

Can you show me some examples of using Plotly in Jupyter notebooks?

Sure! Plotly is a powerful library for creating interactive visualizations in Jupyter. Would you like to see a specific type of plot?

Yes, I'd love to see a scatter plot example.

Here's a simple scatter plot example:

import plotly.express as px
import pandas as pd

df = pd.DataFrame({
    'x': [1, 2, 3, 4, 5],
    'y': [10, 11, 12, 13, 14]
})

fig = px.scatter(df, x='x', y='y', title='Simple Scatter Plot')
fig.show()

This will create an interactive scatter plot in your Jupyter notebook.

That looks great! Can you explain how to customize the plot?

Absolutely! You can customize the plot by adding parameters like color, size, and hover_name. For example:

fig = px.scatter(df, x='x', y='y', color='y', size='y', hover_name='x', title='Customized Scatter Plot')
fig.show()

This will color the points based on their y-values and adjust their size accordingly.