Abstract In this paper, we revisit the kinematical state of our Universe via cosmographic approach by using Gaussian process, where minimum assumption is cosmological principle, i.e. Friedmann–Lemaître–Robertson–Walker metric. A obviously distinguished feature that these cosmography parameters are free any gravity theories and models. And process independent specific parameterized forms functio...