This guide introduces the Data Synthesis Workflow Engine (DSWE), a tool for generating realistic, anonymized datasets that simulate real-world data. It is ideal for testing applications, training algorithms, and performing data analysis while ensuring privacy protection. The guide will walk you through the process of using DSWE to create customized datasets without compromising sensitive information.