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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 711164109domain: healthcare
| patient_id | age | sex | study_date | device | finding | confidence | bmi | smoker |
|---|---|---|---|---|---|---|---|---|
| SYN-75WWK4 | 77 | F | 2025-08-05 | Carestream DRX-Evolution | Nodule | 0.852 | 36.8 | false |
| SYN-1W6N8X | 55 | M | 2025-09-22 | Siemens Ysio | Effusion | 0.882 | 34 | false |
| SYN-4HHB2X | 85 | F | 2024-05-05 | Siemens Ysio | Effusion | 0.978 | 20.8 | false |
| SYN-2OALA9 | 60 | F | 2025-02-18 | Philips DigitalDiagnost | Effusion | 0.915 | 23.2 | true |
| SYN-6RYGXZ | 95 | M | 2025-07-22 | Carestream DRX-Evolution | Cardiomegaly | 0.707 | 26.2 | false |
| SYN-EQ2IMQ | 43 | F | 2025-10-18 | Carestream DRX-Evolution | Normal | 0.948 | 27.3 | true |
| SYN-EULRS1 | 36 | M | 2024-05-19 | GE Optima XR240 | Nodule | 0.824 | 23.2 | false |
| SYN-CNJ7RT | 44 | F | 2024-04-04 | Philips DigitalDiagnost | Atelectasis | 0.972 | 27.3 | false |