Certified Synthetic

Synthetic Public Service Requests Dataset (100k rows)

311-style requests and response data for civic analytics.

Rows

100,000

Columns

Issued

March 20, 2026

Algorithm

CTGAN

Dataset overview

Designed for analytics, testing, and model development — fully synthetic with verifiable provenance and tamper-evident certification.

Formats: CSV, JSON, Parquet
Dataset slug: synthetic-public-service-requests-100k
Generation algorithm: CTGAN
Certification status: Not certified

Recommended use cases

public-sector

civic

311

government

ml-training

Certification details

Artifact fingerprint: 30a4b5c6d7...12345bcd
Signature algorithm: Ed25519
Issued: March 20, 2026

Any modification to the artifact invalidates the certificate fingerprint. Verification can be performed independently using the public key and verification endpoint.

Why buy this dataset

Use realistic structured data without exposing live production records or regulated personal data in downstream workflows.

The certification record provides a machine-verifiable proof layer that supports trust, auditability, and downstream integrity checks.

Suitable for demos, analytics, QA environments, prototyping, and model development workflows where data provenance matters.

Governance & Proof

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Proof of governed execution

Every purchase creates an Ed25519-signed receipt — verifiable proof that this transaction was authorized, executed, and recorded.

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Verifiable lineage

Receipts can reference upstream proof records, creating a tamper-evident chain from artifact to commercial action.

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Policy-checked before execution

Policy evaluation occurs prior to capture. If denied, no charge is recorded.

How receipt verification works→Agent Commerce use cases→

Also available

Browse all certified datasets→Certify your own dataset — $99→Generate a custom synthetic dataset→