Plotting multiple scatter plots pandas

Question

I think there are many questions on plotting multiple graphs but not specifically for this case as shown below.

The pandas documentation says to \'repeat plot method

Answer 1

Inside the holoviz ecosystem, there is a library called hvplot which provides very nice high-level plotting functionality (on top of holoviews) that works out of the box with Pandas:

import numpy as np
import hvplot.pandas

df = pd.DataFrame(np.random.randn(100, 6), columns=['a', 'b', 'c', 'd', 'e', 'f'])

df.hvplot(x='a', y=['b', 'c', 'd', 'e'], kind='scatter')