“…Data science has grown in interest at a rapid rate in recent years, including within the discipline of information science. Just in the past five years, the number of articles relating to data topics published in information science journals has grown by nearly eight-fold (Ma & Lund, 2020;Virkus & Garoufallou, 2019). Ongoing efforts are pushing for a great intwining of data science with information science, as evident in the work of authors like Wang (2018), Poole (2021), Washington Durr (2020), andChohdary et al (2021) Bias in the analysis of data has long been a concern of analysts, though, until recent years, the focus was mainly on issues with the collection of data, the bias of the analysts themselves, and the imperfection of statistical models to reveal desired findings (Haussler, 1988;Kiviet, 1995;Mark, Eyssell, & Campbell, 1999).…”