Boxenplot

import seaborn as sns
sns.set_theme(style="whitegrid")
diamonds = sns.load_dataset("diamonds")

sns.boxenplot(x=diamonds["price"])

sns.boxenplot(data=diamonds, x="price", y="clarity")

large_diamond = diamonds["carat"].gt(1).rename("large_diamond")
sns.boxenplot(data=diamonds, x="price", y="clarity", hue=large_diamond, gap=.2)

sns.boxenplot(data=diamonds, x="price", y="clarity", width_method="linear")

sns.boxenplot(data=diamonds, x="price", y="clarity", width=.5)

sns.boxenplot(data=diamonds, x="price", y="clarity", k_depth="trustworthy", trust_alpha=0.01)

sns.boxenplot(
    data=diamonds, x="price", y="clarity",
    linewidth=.5, linecolor=".7",
    line_kws=dict(linewidth=1.5, color="#cde"),
    flier_kws=dict(facecolor=".7", linewidth=.5),
)

sns.boxenplot(data=diamonds, x="price", y="clarity", hue="clarity", fill=False)