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Interactive sample generator
Generate a synthetic sample right here, in your browser. Pick a domain, dial in fidelity and privacy, then export to JSON or CSV.
8
1.10
Lower ε = stronger privacy, slightly noisier distributions.
Differential privacy
Per-record DP guarantee
Samples are generated locally in your browser for demo purposes. The production engine uses far larger generative models and is constrained by your dataset schema.
8 synthetic records · seed 841802805domain: healthcare
| patient_id | age | sex | study_date | device | finding | confidence | bmi | smoker |
|---|---|---|---|---|---|---|---|---|
| SYN-1JNTCC | 69 | F | 2025-12-02 | Siemens Ysio | Nodule | 0.749 | 34.9 | true |
| SYN-270DLS | 59 | F | 2025-03-18 | Siemens Ysio | Effusion | 0.914 | 27.2 | true |
| SYN-64NVSC | 62 | F | 2024-08-15 | GE Optima XR240 | Pneumonia | 0.914 | 30.3 | false |
| SYN-1Z8LIA | 42 | M | 2025-07-28 | Philips DigitalDiagnost | Effusion | 0.743 | 29.9 | false |
| SYN-7N3DBT | 73 | F | 2024-07-08 | Carestream DRX-Evolution | Atelectasis | 0.724 | 38.4 | false |
| SYN-EFQAJH | 63 | M | 2025-06-10 | GE Optima XR240 | Pneumonia | 0.907 | 29.5 | false |
| SYN-CE583U | 73 | F | 2024-12-14 | Siemens Ysio | Nodule | 0.636 | 29.8 | true |
| SYN-87Z4QM | 42 | M | 2025-07-21 | GE Optima XR240 | Pneumonia | 0.72 | 31.1 | false |