How can I create a heatmap using Seaborn?
An example of an AI chatbot conversation about creating heatmaps with Seaborn in Python.
How can I create a heatmap using Seaborn?
You can create a heatmap in Seaborn using the heatmap() function. First, ensure you have your data in a 2D format, like a Pandas DataFrame.
What libraries do I need to import?
You'll need to import Seaborn and Matplotlib. You can do this with import seaborn as sns and import matplotlib.pyplot as plt.
Can you show me a simple example?
Sure! Here's a basic example:
import seaborn as sns
import matplotlib.pyplot as plt
import numpy as np
# Create a 2D array of data
data = np.random.rand(10, 12)
# Create the heatmap
sns.heatmap(data)
plt.show()
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