Objects.Bars - Seaborn

python

import seaborn.objects as so
from seaborn import load_dataset
diamonds = load_dataset("diamonds")

python

p = so.Plot(diamonds, "price").scale(x="log")
p.add(so.Bars(), so.Hist())

python

p.add(so.Bars(), so.Hist(), color="cut")

python

p.add(so.Bars(), so.Hist(), so.Stack(), color="cut")

python

p.add(so.Bars(edgewidth=0), so.Hist(), so.Stack(), alpha="clarity")

python

p.add(so.Bars(fill=False, edgecolor="C0", edgewidth=1.5), so.Hist())

python

hist = so.Hist(binwidth=.075, binrange=(2, 5))
(
    p.add(so.Bars(), hist)
    .add(
        so.Bars(color=".9", width=.5), hist,
        data=diamonds.query("cut == 'Ideal'")
    )
)