The objective of the paper was to enhance the theoretical analysis of vibration data by using contemporary programming tools and to investigate different methods of using built-in MATLAB functions in the National Instruments (NI) LabVIEW system design software. The data for analysis were obtained from vibrating systems under dynamic loading, and the MATLAB code was developed specifically for hydropower turbine vibration monitoring activities. The dynamic cyclic load conditions analyzed in the given paper were observed on a hydropower turbine resulting from the generator drive, hydraulic pressure and shock. Various data sets available for the analysis were experimentally obtained from the dynamically loaded object using the vibration monitor...