Technical
partially synthetic
Synthetic data where some original values are retained.
Definition
A dataset in which some original values or records are preserved while other fields or records are synthesized, used to balance data utility and disclosure risk. The Guide notes that partially synthetic approaches can increase re‑identification risk and require careful mitigation and assessment.
Related Terms
fully synthetic
Synthetic dataset containing no preserved real records....
Synthetic Data (Compliance Use)
Artificially generated data used to satisfy regulatory requirements while protecting privacy....
Privacy Enhancing Technology (PET)
Techniques to reduce privacy risks in data processing....
Scraping approaches (direct, indirect, hybrid)
Classification of how scraped data are collected and produced....
Derived/secondary data
Outputs produced from analysis, transformation, or model training....