import plotly.express as px
import pandas as pd
import numpy as np

# Generate random data
np.random.seed(42)
n = 50
x = np.random.rand(n)
y = np.random.rand(n)
z = np.random.rand(n) * 100  # Third variable for bubble size

# Create a DataFrame
data = pd.DataFrame({'X': x, 'Y': y, 'Z': z})

# Create the scatter plot with bubble size with Plotly
fig = px.scatter(data, x='X', y='Y', size='Z',
      title='Interactive Scatter Plot with Bubble Plot')

# Add labels to the bubbles
fig.update_traces(textposition='top center', textfont=dict(size=11))

# Update layout properties
fig.update_layout(
    xaxis_title='X-axis',
    yaxis_title='Y-axis',
    showlegend=False
)

# Display the interactive plot
fig.show()