I present the challenges of analyzing large networks. NetworkX is a standard Python tool for graph analysis, that we extended (with Bruno Guillon, University of Clermont Auvergne) in an experimental software named NetworkDisk. The extension is helpful to enable NetworkX in a context of big data. Brief introduction to the databases and some algorithmic considerations will be explained without any prerequisite on these subjects.