Favaretto, M., De Clercq, E., & Elger, B.S. (2019). Big Data and discrimination: perils, promises and solutions. A systematic review. Journal of Big Data, 6(12). This journal article explains the challenges presented with big data in the context of data mining and discrimination.
Metcalf, J., & Crawford, K. (2016). Where are human subjects in big data research? The emerging ethics divide. Big Data & Society, 1-14. This journal article discusses various discontinuities between the research of data science and established tools of research ethics regulation.
Franks, B. (2020). Practical big data analytics. O'Reilly Media, Inc. This book discusses 97 things about ethics that data scientists should be aware of. This is a great reference book to have in your resource library.
Zwitter, A. (2014). Big data ethics. Big data & society, 1-6. Sage Publishing. This article covers a rich amount of areas for consideration in the realm of big data ethics.