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+import seaborn as sns

+import matplotlib.pyplot as plt

+

+sns.set(style="white")

+

+df = sns.load_dataset("iris")

+

+g = sns.PairGrid(df, diag_sharey=False)

+g.map_lower(sns.kdeplot)

+g.map_upper(sns.scatterplot)

+g.map_diag(sns.kdeplot, lw=3)

+

+plt.show();