This page is a synthetic dataset in the CertifiedData AI Artifact Registry — a public index of synthetic datasets, AI models, and certified AI artifacts with cryptographic provenance records. This entry has been registered and its SHA-256 fingerprint recorded. Synthetic data certification has not yet been issued. Once certified, an Ed25519 signature is generated and permanently linked to this record, enabling independent verification. It is categorized under retail.

Uncertifieddatasetretail

Synthetic Loyalty Program Events v1

Name: Synthetic Loyalty Program Events v1
Creator: CertifiedData.io
License: https://certifieddata.io/terms

Certified synthetic loyalty program event dataset for customer lifetime value modeling and retention analytics.

Hash Algorithm

SHA256

Algorithm

CTGAN

Rows

230,000

Columns

Artifact record

Artifact Hash: sha256:7c5b10001500d55eaec90a1b50f693830f42e2304a231bcee3e49a29696148bf
Certificate ID: Not yet certified
Issuer: CertifiedData.io
Schema Version: 1.0
File Format: CSV
Use Case: loyalty-analytics
Registered: April 1, 2026

Proof surfaces

This entry is registered but not yet certified — there is no certificate, signature, or transparency-log entry to verify against.

How verification works →Certify an artifact →

Description

Synthetic Loyalty Program Events v1 is a synthetic tabular dataset generated with CTGAN and certified by CertifiedData.io for AI testing, model evaluation, and synthetic data workflows.

Machine-readable record

Canonical JSON summary of this artifact for agents, systems, and developers. The certificate_id is the stable reference for verification via POST /api/verify.

Machine-readable summary (for agents and systems)

{
  "term": "Synthetic Loyalty Program Events v1",
  "slug": "synthetic-loyalty-program-events-v1",
  "category": "registry",
  "artifact_type": "dataset",
  "certification_status": "unverified",
  "issuer": "CertifiedData.io",
  "artifact_hash": "sha256:7c5b10001500d55eaec90a1b50f693830f42e2304a231bcee3e49a29696148bf",
  "hash_algorithm": "SHA256",
  "schema_version": "1.0",
  "signing_algorithm": "Ed25519",
  "canonical_url": "https://certifieddata.io/registry/synthetic-loyalty-program-events-v1",
  "verification_auth_required": false,
  "openapi_spec": "https://certifieddata.io/openapi.json",
  "generation_algorithm": "CTGAN",
  "rows": 230000,
  "columns": 14,
  "industry": "retail"
}

Use cases for this synthetic dataset

This registered synthetic dataset can be used in standard workflows. Add certification to enable independent verification for compliance and audit use cases.

✓Customer lifetime value (LTV) model development
✓Loyalty program churn and redemption prediction
✓Retention analytics pipeline testing
✓Customer segmentation model training without real PII
✓Campaign response modeling and optimization

What this record proves

This listing has a recorded SHA-256 fingerprint. Certification adds:

+A machine-verifiable Ed25519 digital certificate
+SHA-256 fingerprint permanently linked to the certificate record
+Independent verification — no trust in CertifiedData required
+Persistent certificate ID for audit trail and governance documentation
+Stronger provenance chain for regulatory filings (GDPR, HIPAA, EU AI Act)

What is a synthetic dataset listing?

A synthetic dataset listing is a registered synthetic dataset in the CertifiedData registry with a recorded SHA-256 fingerprint. Once certified, it receives an Ed25519-signed certificate enabling independent verification by any party.

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