This note attempts to understand graph limits as defined by Lovasz and Szegedy (2006)} in terms of harmonic analysis on semigroups. is done representing probability distributions random exchangeable graphs mixtures characters the semigroup unlabeled with node-disjoint union, thereby providing an alternative derivation de Finetti's theorem for graphs.