De-identification is a common approach to working around or minimizing compliance risks related to personal data. In 2021, certain kinds of popular datasets, such as healthcare data, will likely require additional scrutiny as the coronavirus pandemic drags on and the accumulation of related datasets on the buyside increases the possibility of re-identification.