In the information age, it has never been easier to gather, analyze, and disseminate data, which has resulted in exciting opportunities for research and commerce. However, unethical data treatment can lead to individual and societal harm, including loss of privacy, data misrepresentation and misinformation, bias, and other disparate impacts. The 2022 Women in Data Science—Greater Lafayette Conference will highlight the role data ethics plays in good data stewardship and avoiding harm.