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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 113259118domain: healthcare
| patient_id | age | sex | study_date | device | finding | confidence | bmi | smoker |
|---|---|---|---|---|---|---|---|---|
| SYN-C3QSC2 | 70 | F | 2025-06-09 | Philips DigitalDiagnost | Normal | 0.636 | 27.5 | false |
| SYN-9IKQHB | 47 | F | 2025-06-12 | GE Optima XR240 | Pneumonia | 0.946 | 22.6 | false |
| SYN-4OWFIC | 61 | F | 2025-05-09 | Siemens Ysio | Effusion | 0.894 | 16.5 | false |
| SYN-BNSWE9 | 57 | F | 2024-03-15 | Philips DigitalDiagnost | Effusion | 0.676 | 33.4 | false |
| SYN-9FTPLF | 77 | F | 2025-02-25 | Philips DigitalDiagnost | Pneumonia | 0.732 | 22.9 | false |
| SYN-EWWKCS | 25 | M | 2024-04-22 | GE Optima XR240 | Effusion | 0.803 | 25 | false |
| SYN-71GHQ | 37 | F | 2025-05-24 | Carestream DRX-Evolution | Effusion | 0.656 | 24.6 | false |
| SYN-BRE8A9 | 64 | M | 2025-08-25 | Carestream DRX-Evolution | Effusion | 0.897 | 31.7 | false |