In this paper, we address the relations between the structure, electronic level structure, energetics, and localization dynamics of an excess electron in a bubble in liquid He-4, He-3, and Ne. Our treatment of the dynamics of formation for the electron bubble rests on a quantum mechanical Wigner-Seitz description of the excess electron in conjunction with a hydrodynamic picture for the liquid. The dynamics of electron localization is described in terms of the initial formation of an incipient bubble of radius 3.3-3.5 Angstrom followed by adiabatic bubble expansion in the ground electronic state. The hydrodynamic model for bubble expansion considers the expansion of a spherical cavity in an incompressible Liquid with the energy dissipation being due to the emission of sound waves. This model predicts the bubble expansion time (tau(b)(D)) in liquid He-4 to be tau(b)(D) = 8.5 ps at P = 0, exhibiting a marked pressure dependence (decreasing by a numerical factor of 4 at P = 16 atm) and revealing a small isotope effect of tau(b)(D)(He-4)/tau(b)(D)(He-3) = 0.83 in liquid He-3, while for liquid Ne, tau(b)(D) congruent to 1 ps. The collapse times of the empty bubble formed by vertical photoionization of the electron bubble are tau(c) = 19.8 ps for He-4 and tau(c) = 34 ps for He-3, with tau(c) being considerably longer than tau(b)(D), reflecting the effect of the kinetic electron energy on the fast electron bubble expansion. The interrogation of the electron bubble localization dynamics by femtosecond absorption spectroscopy is explored by the analysis of the temporal evolution of the electronic excitation energies.