"This work proposes a methodological approach to the insertion of a particular artifact produced by eyes blinking, in EEG data, in order to create a pseudo-real dataset, which in turn provides an experimental setup to test artifact removal algorithms. The topic of ocular waves’ propagation throughout EEG channels is also covered. The optimal amount of ICA components is discovered through an iterative approach, which includes an observation step."