Solution 4: Mock Data

Mock data

Mock data, which closely resembles the structure and format of real data, but without representing any real statistical relationships, allows users to familiarize themselves with the data structure, fields, and formats. Mock data can be extremely useful to both data engineers and data analysts in designing data ETL and analytics pipelines, and prepare for any potential usability hurdles when the real data arrive.