Dataset QA Auditor

Validate Apify dataset rows for schema drift, null spikes, duplicate keys, type mismatches, and delivery-readiness issues. Outputs row-level QA results plus a summary report.

Pricing

from $3.90 / 1,000 record checkeds

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0.0

(0)

Developer

junipr

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Monthly active users

10 days ago

Last modified

Dataset QA Auditor — data QA, validation, and cleanup API through CLI

The Apify CLI is the official tool that allows you to use Dataset QA Auditor locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Dataset QA Auditor API in Python

Dataset QA Auditor API in JavaScript

Dataset QA Auditor OpenAPI definition

Dataset QA Auditor API

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Audit public web pages for content quality issues and generate source-linked QA report rows.

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Dataset Quality Gate - Schema & Data QA

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Apify Dataset data validation and schema validation for JSON rows. Check Dataset ID, Run ID, or pasted items before delivery, automation, or AI/RAG ingestion.

Juyeop Park

Apify Dataset Release QA Gate

rotvuvo/apify-dataset-release-qa-gate

Audit imported Apify-style dataset rows for missing required values, normalized duplicates, field coverage, type drift, URL/domain issues, and invalid emails. Get one PASS/WARN/FAIL report with blockers and sampled problem rows. This Actor does not fetch datasets by ID or mutate data.