✔ Certified SyntheticInsuranceCTGANEnterprise-ready
Synthetic Insurance Claims Dataset (200k rows)
Policy, claims, and risk data for actuarial modeling.
Dataset at a glance
- Rows
- 200,000
- Columns
- 32
- Algorithm
- CTGAN
- Formats
- CSV / JSON / Parquet
- Industry
- Insurance
- Issued
- March 20, 2026
Schema preview
Representative fields — assess structural fit before purchase.
| Field | Type |
|---|---|
| transaction_id | uuid |
| account_id | varchar(32) |
| amount_usd | numeric(12,2) |
| merchant_category | varchar(64) |
| is_fraud | boolean |
| transaction_ts | timestamptz |
Recommended use cases
Fraud detection model training
Build and evaluate fraud classifiers with labeled synthetic transaction data.
AML monitoring development
Develop anti-money-laundering rules on realistic ledger patterns.
Regulatory stress testing
Run capital adequacy and stress scenarios without using live customer data.
Credit risk modeling
Train underwriting models on synthetic loan and repayment records.
Best for your use case
Finance
Fraud Detection — Verification Sample
A small synthetic dataset published to demonstrate CertifiedData's verification path end to end: download the file, hash it yourself, and check that digest against the signed certificate.
500 rows
7 cols
CSV / JSON / Parquet
CTGAN
✔ SHA-256 + Ed25519 certified
$0.99View & Buy
Machine-Verifiable Certification
Cryptographic proof of provenance
- SHA-256 fingerprint
- 07182930a4b5c6def8091a2b3c4d5e6f…
- Signature algorithm
- Ed25519
- Issued
- March 20, 2026
Hash the dataset file and compare with the fingerprint above. Validate the Ed25519 signature against the public key at /.well-known/signing-keys.json.
Verify a certificate →Enterprise pricing
$179one-time
Regulated domain — suitable for compliance-aware AI development
✔ Certification included
Request enterprise dataset →Generate similar datasetBest handled as a custom dataset
Custom schema, volume scaling, and certification — all included.
✓ Schema customization
✓ Millions of rows
✓ Ed25519 certification included