Raw data for a study into the relationship between student GPA, literacy skills, and numeracy skills. Students are from a third-year university course focusing on statistics applied to biological sciences. Also includes raw data related to the average H-index, citation rate, and publication rate of university researchers across three broad fields (biological theory, biological statistics, and science communications).