Methods for creating synthetic data

There are many methods for generating synthetic data, and to determine which method to use, it is important to start by identifying the type of synthetic data that is required and within what context they will be used. Specifically, when creating a synthetic data set, the synthesiser (the individual making the synthetic data) needs to consider the desired analytical value to be preserved, as well as the acceptable level of disclosure risk, which will mainly depend on how accessible the synthetic data set that is generated will be (i.e., public release, restricted release, etc.).

Sustainable Development Goals:

Quality Education

Decent Work and Economic Growth

Industry, Innovation and Infrastructure