Dataset Quality Checker

Profile missing fields, nulls, empty strings, JSON types, distinct counts, and duplicate keys in an Apify dataset.

Dataset Cleaner & Deduplicator — Quality Engine

egeusta/dataset-quality-deduplication-engine

Clean datasets, remove duplicate rows, detect missing values, normalize emails and phones, and validate schemas before exporting to CRM or databases.

Apify Dataset QA Gate

zentrafoundry/apify-dataset-quality-auditor

Score Apify datasets and emit actionable quality issues before downstream use.

Dataset Quality Gate - Schema & Data QA

jy-labs/dataset-quality-gate

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.

Data.gov.uk Scraper - Cheap 🌐📊🇬🇧

scrapestorm/data-gov-uk-scraper---cheap

🔎 Easily collect dataset listings from data.gov.uk Provide one or multiple search URLs and extract dataset information such as 📄 Dataset Title 🏢 Published By 🕒 Last Updated 📝 Description 🔗 Dataset URL & more Perfect for open data research, government data monitoring & dataset discovery 📊🚀

Transform apify dataset quality auditor v2 inputs into structured rows, clear errors, confidence signals, and automation-ready output.

Google Dataset Search Scraper

searchapi/google-dataset-search-scraper

Extracts dataset titles, repositories, publishers, descriptions, formats, licenses, update dates, and dataset links from Google Dataset Search.

Marketplace Image QA

junipr/marketplace-image-qa

Check product listing images for dimensions, missing variants, background issues, duplicates, and visual readiness.

Dataset Quality Scorer

fiery_dream/dataset-quality-scorer

Score ML datasets for quality (completeness, consistency, duplicates, balance). Detect data drift, outliers, and recommend improvements.

Apifyforge Quality Monitor. Available on the Apify Store with pay-per-event pricing.