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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 E-commerce Clickstream v1

Certified synthetic e-commerce clickstream dataset for recommendation engine training and user behavior analysis.

Hash Algorithm
SHA256
Algorithm
CTGAN
Rows
500,000
Columns
12
Verification count4
Last verifiedApr 11, 2026

Artifact record

Artifact Hash
sha256:949b217a0d6fd08ee76cfb1f35a4ffe1b851654199f5d7feb3e1766eb0e2594d
Certificate ID
Not yet certified
Issuer
CertifiedData.io
Schema Version
1.0
File Format
CSV
Use Case
clickstream-analytics
Registered
April 1, 2026

Description

Synthetic E-commerce Clickstream 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 E-commerce Clickstream v1",
  "slug": "synthetic-e-commerce-clickstream-v1",
  "category": "registry",
  "artifact_type": "dataset",
  "certification_status": "unverified",
  "issuer": "CertifiedData.io",
  "artifact_hash": "sha256:949b217a0d6fd08ee76cfb1f35a4ffe1b851654199f5d7feb3e1766eb0e2594d",
  "hash_algorithm": "SHA256",
  "schema_version": "1.0",
  "signing_algorithm": "Ed25519",
  "canonical_url": "https://certifieddata.io/registry/synthetic-e-commerce-clickstream-v1",
  "verification_auth_required": false,
  "openapi_spec": "https://certifieddata.io/openapi.json",
  "generation_algorithm": "CTGAN",
  "rows": 500000,
  "columns": 12,
  "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.

  • Recommendation engine training on synthetic clickstream sequences
  • User behavior funnel analysis and conversion modeling
  • A/B testing framework validation
  • Session replay analytics without real user data
  • E-commerce personalization model benchmarking

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.

Learn about AI artifact certification →
Synthetic E-commerce Clickstream v1 — Synthetic Dataset | Retail | CertifiedData | CertifiedData