How can I create an interactive heatmap using Seaborn?

How can I create an interactive heatmap using Seaborn?

You can create an interactive heatmap using Seaborn by combining it with Plotly. Would you like a code example?

Yes, please provide a code example.

Here's a simple example:

import seaborn as sns
import plotly.express as px
import pandas as pd

# Sample data
data = pd.DataFrame({
    'x': ['A', 'B', 'C', 'D'],
    'y': ['W', 'X', 'Y', 'Z'],
    'value': [1, 2, 3, 4]
})

# Create a heatmap
fig = px.imshow(data.pivot('y', 'x', 'value'))
fig.show()

This will create an interactive heatmap. Let me know if you need further assistance!

What libraries do I need to install for this?

You need to install Seaborn, Plotly, and Pandas. You can do this using pip:

pip install seaborn plotly pandas

Can I customize the colors of the heatmap?

Yes, you can customize the colors using the color_continuous_scale parameter in Plotly. Would you like to see an example?