The research investigates which factors among outcome favorability, data protection, and data sharing has the highest relative influence on people's willingness to adopt new big data technologies and how morally acceptable they find these technologies. To investigate this question, we conducted an online study using a conjoint design. The data includes the data from this conjoint study.