Title: Koopman Operator Spectrum and Data Analysis,
Abstract: We examine spectral operator-theoretic properties of linear and nonlinear
dynamical systems with equilibrium and quasi-periodic attractors and use such
properties to characterize a class of datasets and introduce a new notion of
the principal dimension of the data.