Plotting Multiple Pairwise Relations
Explore how to use Seaborn's PairGrid class to visualize pairwise relationships between variables. Learn to customize plots using scatter and KDE plots, adjust diagonal and off-diagonal plots, apply hues for categorical differentiation, and select specific variables for detailed multi-plot visual analysis.
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The PairGrid class
Seaborn’s PairGrid class allows us to draw a grid of small multiple plots. Different variables are assigned to each row and column of the PairGrid, which allows us to visualize pairwise relationships between multiple variables.
Both the FacetGrid and PairGrid classes from seaborn allow us to draw multiple subplots. However, the key difference between them is that the FacetGrid class plots the one variable for different levels of another categorical variable. Here, each facet represents the identical relationship for the same variable that varies in one of ...