Dataset for anonymous questionnaire regarding caregiver acceptance of early childhood obesity prediction. The questionnaire was distributed online via Qualtrics. Respondents were parents, caregivers, and grandparents of New Zealand-based children aged 5 years and under. Ethical approval for the study and publication of these data was granted by the University of Auckland Human Participants Ethics Committee (#020912).