Pairplot

import seaborn as sns
sns.set_theme(style="ticks")

penguins = sns.load_dataset("penguins")
sns.pairplot(penguins)

sns.pairplot(penguins, hue="species")

sns.pairplot(penguins, hue="species", diag_kind="hist")

sns.pairplot(penguins, kind="kde")

sns.pairplot(penguins, kind="hist")

sns.pairplot(penguins, hue="species", markers=["o", "s", "D"])

sns.pairplot(penguins, height=1.5)

sns.pairplot(
    penguins,
    x_vars=["bill_length_mm", "bill_depth_mm", "flipper_length_mm"],
    y_vars=["bill_length_mm", "bill_depth_mm"],
)

sns.pairplot(penguins, corner=True)

sns.pairplot(
    penguins,
    plot_kws=dict(marker="+", linewidth=1),
    diag_kws=dict(fill=False),
)

g = sns.pairplot(penguins, diag_kind="kde")
g.map_lower(sns.kdeplot, levels=4, color=".2")