scagnostics: Compute scagnostics - scatterplot diagnostics. Calculates graph theoretic scagnostics. Scagnostics describe various measures of interest for pairs of variables, based on their appearance on a scatterplot. They are useful tool for discovering interesting or unusual scatterplots from a scatterplot matrix, without having to look at every individual plot.

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  1. Hurley, C.B.; Oldford, R.W.: Graphs as navigational infrastructure for high dimensional data spaces (2011)