Definition
Synthetic data consists of artificially generated records intended to reproduce useful properties of real observations.
Distinguish it from nearby terms
Anonymized data starts from real records and transforms them; synthetic data is generated, but can still memorize or reveal sensitive source patterns.
Check your understanding
Test fidelity, coverage, bias, privacy leakage, and whether conclusions transfer to real data.