A correlogram or correlation matrix allows to analyse the relationship between each pair of numerical variables of a matrix. The correlation between each pair of variable is visualise through a scatterplot, or a symbol that
represents the correlation (bubble, line, number..). The diagonal represents the distribution of each variable, using an histogram or a density plot. This technique is widely used for exploratory analysis since it avoids to make
hundreds of plots to observe a matrix.
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