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"""
Stacked histogram on a log scale
================================
_thumb: .5, .45
"""
import seaborn as sns
import matplotlib as mpl
import matplotlib.pyplot as plt
sns.set_theme(style="ticks")
diamonds = sns.load_dataset("diamonds")
f, ax = plt.subplots(figsize=(7, 5))
sns.despine(f)
sns.histplot(
diamonds,
x="price", hue="cut",
multiple="stack",
palette="light:m_r",
edgecolor=".3",
linewidth=.5,
log_scale=True,
)
ax.xaxis.set_major_formatter(mpl.ticker.ScalarFormatter())
ax.set_xticks([500, 1000, 2000, 5000, 10000])
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