Though many are eager to forget 2020, data scientists will be keeping the year top of mind as we determine whether the pandemic’s impact makes 2020 data anomalous or an indication of more permanent change in higher ed. As we develop new predictive models and update the existing ones with data collected in the last year, we will need to analyze its effects and decide how heavily to weigh that data when trying to predict what comes next.