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The small-world and scale-free properties were identified in real-worldcomplex net-works at the end of the 90s. Their analysis led to a betterunderstanding of the dynamics and functioning of certain systems, and they werestudied in many subsequent works. This might be the reason why one frequentlyfinds, in the complex networks literature, assertions regarding their ubiquity,their validity for almost all complex networks. Yet, the mentioned seminalworks were conducted on a very limited number of networks, and, to the best ofour knowledge, no large-scale study has been conducted to answer this question.In this work, we take advantage, on the one hand, of the many datasets nowavailable online, to constitute a large collection of networks, and on theother hand, of recent analysis tools, to check the validity of this hypothesisof ubiquity. It turns out a large majority of the studied networks are indeedsmall-world, how-ever this is not the case for the scale-free property, sincethe degree distribution of a significant proportion of our networks does notfollow a power-law. MOTS-CL{\'E}S : R{\'e}seaux complexes, propri{\'e}t{\'e}stopologiques, petit-monde, sans-{\'e}chelle.

\'Etude de l'omnipr\'esence des propri\'et\'es petit- monde et sans-\'echelle