Uses information geometry to provide a common differential geometric framework for a range of illustrative applications including amino acid sequence spacings in protein chains, cryptology studies, clustering of communications & galaxies, cosmological voids, & coupled spatial statistics in stochastic fibre networks & stochastic porous media.