How can I create interactive visualizations in Python?

How can I create interactive visualizations in Python?

You can use libraries like Plotly, Bokeh, or Dash to create interactive visualizations in Python. Do you have a specific library in mind?

I’ve heard about Plotly. Can you give me an example?

Sure! Here's a simple example using Plotly to create an interactive scatter plot:

import plotly.express as px
import pandas as pd

# Sample data
df = pd.DataFrame({
    'x': [1, 2, 3, 4, 5],
    'y': [10, 11, 12, 13, 14],
    'label': ['A', 'B', 'C', 'D', 'E']
})

# Create scatter plot
fig = px.scatter(df, x='x', y='y', text='label')
fig.show()

That looks great! Can I customize the plot further?

Absolutely! You can customize colors, sizes, titles, and more. For example, you can change the marker size and color like this:

fig.update_traces(marker=dict(size=12, color='red'))
fig.update_layout(title='Customized Scatter Plot')
fig.show()