Abstract Based on data from the European banking stress tests of 2014, 2016 and transparency exercise 2018 we construct networks banks demonstrate that latent geometry these financial can be well-represented by negative curvature, i.e., hyperbolic geometry. Using two different embedding methods, hydra+ Mercator, this allows us to connect network structure popularity-vs-similarity model Papdopou...