Keywords: IPC; inter-brain phase coherence; mc-PLS; mean centered partial least squares; nr-PLS; non rotated partial least squares; PLI; phase locking index; Social neuroscience; Hyperscanning; EEG; Social facilitation; Joint attention; Visual search;