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How can I create advanced visualizations in Python?

An example of an AI chatbot conversation about advanced Python visualization techniques.

😀
You

How can I create advanced visualizations in Python?

MagicBuddy
MagicBuddy

You can use libraries like Matplotlib, Seaborn, and Plotly for advanced visualizations. What type of visualization are you interested in?

😀
You

I'm interested in creating interactive visualizations.

MagicBuddy
MagicBuddy

For interactive visualizations, Plotly is a great choice. You can create dashboards and interactive plots easily. Would you like a code example?

😀
You

Yes, please provide a code example for an interactive scatter plot.

MagicBuddy
MagicBuddy

Here's a simple example using Plotly:

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

This will create an interactive scatter plot where you can hover over points to see labels.

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