How can I use Apify Dataset Quality Auditor v2?

Apify Dataset Quality Auditor v2 can be reviewed through its product page, sample fields, schema notes, and available access links.

What public data is exposed on this page?

This page shows buyer-facing product details, sample fields, schema notes, and access options where available.

Apify Actor

Apify Dataset Quality Auditor v2

Apify Dataset Quality Auditor v2 packages Schema drift, missing fields, duplicate rows, sample freshness, provenance checks, quality badge JSON into a source-governed Apify actor with sample mode, schema, pricing, QA evidence, and marketplace-ready listing assets.

Partially published

Marketplace Availability

Application coverage and provider review state are shown separately from public product destinations.

Google Workspace MarketplaceAvailable through published app

Apify StorePartially published

Cloudflare Edge CommerceNot Yet Published

GitHub MarketplaceAwaiting Marketplace Review

Bundles & Suites

Dataset Quality Diff and Transformation Suites

Type: suite
Version: legacy-apify-current
Members: 5

Browse Bundles & Suites

Who It Is For

Actor developers
data teams

Problems Solved

Publish a marketplace-ready product package.
Run dry-run publish validation before live submission.
Use sample outputs and setup docs during buyer onboarding.

Marketplace Fit

Useful for teams that want actor-style collection, monitoring, and structured output delivery.

Apify Dataset Quality Auditor V2 Record sample rows

Example fields available for buyer review.

Open JSON

Field	Example value
confidence	0.91
driftSummary	Deterministic fixture Drift Summary for Apify Dataset Quality Auditor v2
qualityScore	0.91
schemaIssues	Deterministic fixture Schema Issues for Apify Dataset Quality Auditor v2
duplicateCount	1
sampleValidity	Deterministic fixture Sample Validity for Apify Dataset Quality Auditor v2
schemaValidity	Deterministic fixture Schema Validity for Apify Dataset Quality Auditor v2
suggestedFixes	Deterministic fixture Suggested Fixes for Apify Dataset Quality Auditor v2
provenanceScore	0.91
releaseDecision	Deterministic fixture Release Decision for Apify Dataset Quality Auditor v2
dataQualityScore	0.91
validationResult	Deterministic fixture Validation Result for Apify Dataset Quality Auditor v2
datasetIdentifier	Deterministic fixture Dataset Identifier for Apify Dataset Quality Auditor v2
missingFieldCount	1
transformationSummary	Deterministic fixture Transformation Summary for Apify Dataset Quality Auditor v2
outputArtifactReferences	Deterministic fixture Output Artifact References for Apify Dataset Quality Auditor v2

Schema Preview

datasetIdentifierstring - Canonical buyer-facing Dataset Identifier produced by the existing Product Studio identity.

qualityScorenumber - Canonical buyer-facing Quality Score produced by the existing Product Studio identity.

schemaIssuesstring - Canonical buyer-facing Schema Issues produced by the existing Product Studio identity.

duplicateCountinteger - Canonical buyer-facing Duplicate Count produced by the existing Product Studio identity.

missingFieldCountinteger - Canonical buyer-facing Missing Field Count produced by the existing Product Studio identity.

driftSummarystring - Canonical buyer-facing Drift Summary produced by the existing Product Studio identity.

transformationSummarystring - Canonical buyer-facing Transformation Summary produced by the existing Product Studio identity.

validationResultstring - Canonical buyer-facing Validation Result produced by the existing Product Studio identity.

suggestedFixesstring - Canonical buyer-facing Suggested Fixes produced by the existing Product Studio identity.

outputArtifactReferencesstring - Canonical buyer-facing Output Artifact References produced by the existing Product Studio identity.

confidencenumber - Canonical buyer-facing Confidence produced by the existing Product Studio identity.

releaseDecisionstring - Canonical buyer-facing Release Decision produced by the existing Product Studio identity.

schemaValiditystring - Canonical buyer-facing Schema Validity produced by the existing Product Studio identity.

sampleValiditystring - Canonical buyer-facing Sample Validity produced by the existing Product Studio identity.

dataQualityScorenumber - Canonical buyer-facing Data Quality Score produced by the existing Product Studio identity.

provenanceScorenumber - Canonical buyer-facing Provenance Score produced by the existing Product Studio identity.

licenceEvidenceStatusarray - Canonical buyer-facing Licence Evidence Status produced by the existing Product Studio identity.

missingArtifactsstring - Canonical buyer-facing Missing Artifacts produced by the existing Product Studio identity.

marketplaceBlockersstring - Canonical buyer-facing Marketplace Blockers produced by the existing Product Studio identity.

recommendedRepairsstring - Canonical buyer-facing Recommended Repairs produced by the existing Product Studio identity.

sourceNamestring - Public-safe source or adapter name.

sourceUrlstring - Public source evidence URL.

scorenumber - Buyer-value score from zero to one hundred.

scoreReasonsarray - Source-backed reasons for the score.

errorsarray - Bounded row-level validation errors; empty for a valid row.

Pricing Events

Pricing is shown by the external marketplace when a public listing is available.

What You Can Review

Sample output is available.
Schema preview includes 29 fields.
No public marketplace destination is published yet.

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Data Notes

Product details are based on the current public catalog.
Samples and schemas are shown when available for buyer review.