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This research aims to identify the main problems and dilemmas of educational data ethics in China and to formulate solutions to these problems with learner-centered thinking. A bibliometric analysis of the existing literature was conducted and keywords related to “Data”, “Education” and “Ethics” were used as constraints for the literature’s themes. The study concluded with implications and conclusions that can be drawn from the research.