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import numpy as np
import holoviews as hv
from holoviews import opts
hv.extension('matplotlib')
The HLine element is a type of annotation that marks a position along the y-axis. Here is an HLine element that marks the mean of a points distributions:
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xs = np.random.normal(size=100)
ys = np.random.normal(size=100) * xs
points = hv.Points((xs,ys))
(points * hv.HLine(ys.mean())).opts(
opts.HLine(color='blue', linewidth=6),
opts.Points(color='#D3D3D3'))
For full documentation and the available style and plot options, use hv.help(hv.HLine).