We show an analysis of tiltmetric time series from borehole instruments at Campi Flegrei caldera. We evaluate the crustal response in terms of ground tilting of the entire caldera to external excitations such as long/medium period tidal constituents, by adopting Independent Component Analysis, a nonlinear technique. The main aim to understand an eventual relation between long-period tides and fluid circulating in the hydrothermal shallow system. Indeed, diurnal (solar) and long-period (fortnightly and monthly) components are recognized in the tilting. These tidal constituents cause an oscillatory deformation pattern, superimposed to the normal deformation trend of the area. Moreover, we show that the tilting plane orientations are co...