Data diversity refers to the inclusion of various demographic, racial, and ethnic groups in research studies. A lack of diversity can lead to biased results that are not applicable to the broader population. Population diversity in cancer studies ensures that findings are applicable to all groups, leading to more equitable healthcare solutions. Unfortunately, many studies underrepresent minority groups, which can contribute to health disparities.