What are some examples of visualizations I can create with Dask?

What are some examples of visualizations I can create with Dask?

Dask provides several visualization options, including scatter plots, line charts, and heatmaps. Would you like to see specific examples?

Yes, please show me a scatter plot example.

You can create a scatter plot using Dask by first creating a Dask DataFrame and then using the plot.scatter() method. Would you like a code snippet?

That would be great! Can you provide the code?

Sure! Here's a simple example:

import dask.dataframe as dd
import matplotlib.pyplot as plt

# Create a Dask DataFrame
pdf = pd.DataFrame({'x': range(100), 'y': range(100)})
ddf = dd.from_pandas(pdf, npartitions=2)

# Create a scatter plot
ddf.plot.scatter(x='x', y='y')
plt.show()