Paired density and scatterplot matrix#
seaborn components used: set_theme()
, load_dataset()
, PairGrid
import seaborn as sns
sns.set_theme(style="white")
df = sns.load_dataset("penguins")
g = sns.PairGrid(df, diag_sharey=False)
g.map_upper(sns.scatterplot, s=15)
g.map_lower(sns.kdeplot)
g.map_diag(sns.kdeplot, lw=2)