The s-CorrPlot is an interactive scatterplot for visually exploring pairwise correlation coefficients between variables in large datasets. Variables are projected as points on a scatterplot with respect to some user-selected variables of interest, driven by a geometric interpretation of correlation. The correlation of all other variables to the selected one is indicated by vertical gridlines in the plot. By selecting new variables of interest, a user can create simple tours of the correlation space through animations between different projections of the data.
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