How can I create advanced visualizations in Python?
You can use libraries like Matplotlib, Seaborn, and Plotly for advanced visualizations. What type of visualization are you interested in?
I'm interested in creating interactive visualizations.
For interactive visualizations, Plotly is a great choice. You can create dashboards and interactive plots easily. Would you like a code example?
Yes, please provide a code example for an interactive scatter plot.
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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