Exploratory Data Analysis Dashboard

This dashboard accompanies the Home-Use Binaural-Beat Brain Stimulation (HUBBBS) Project. It was designed as an exploratory space for inspecting the study data, understanding response patterns, and generating new hypotheses. The dashboard should be read together with the paper associated with this project, which provides the full methodological background and interpretation.

In the experiment, participants first completed one part of a fluid intelligence test in silence (Baseline). They were then randomly assigned to one of three groups and completed the second part of the test under an acoustic condition (Intervention). The 15 Hz group listened to 15 Hz binaural beats, the 20 Hz group listened to 20 Hz binaural beats, and the 0 Hz control group listened to a pure tone. Delta represents the Intervention score minus the Baseline score.

After the experimental task, quantitative and qualitative psychodemographic variables were collected to assess between-group differences and explore potential determinants of acoustic stimulation effects. The visualizations are descriptive and hypothesis-generating; they should not be interpreted as confirmatory evidence on their own.