apify / product

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 ma...

Browse marketplaces

What this product does

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.

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.

Update cadence

2026-08-20T07:26:38.022974Z

Pricing and access note

Model: Apify actor + public-safe sample dataset + marketplace package · Visible: true · Currency: EUR

Source and provenance note

Foundry revenue-ready product catalog: Generated route-native product metadata

Limitations

Review the sample, schema, source notes, marketplace availability, and cadence before depending on this product in production.

Delivery options

Not published yet. A link appears only after a verified external marketplace destination exists.

Sample and schema preview

datasetIdentifier (string)
qualityScore (number)
schemaIssues (string)
duplicateCount (integer)
missingFieldCount (integer)
driftSummary (string)
transformationSummary (string)
validationResult (string)
suggestedFixes (string)
outputArtifactReferences (string)

{
  "rows": [
    {
      "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 Artifa