Decreasing redundant info to search out simplifying patterns in information units and sophisticated networks is a scientific problem in lots of data fields. Furthermore, detecting the dimensionality of the information remains to be a hard-to-solve drawback. A brand new article presents a way to deduce the dimensionality of advanced networks by the appliance of hyperbolic geometrics, which seize the complexity of relational buildings of the actual world in lots of numerous domains.