Dataset Quality Gate - Schema & Data QA

Pass, warn, or stop Apify datasets before CRM import, enrichment, client delivery, or webhook automation.

Apify Dataset QA Gate

zentrafoundry/apify-dataset-quality-auditor

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

Dataset(s) To Schema

zuzka/dataset-to-schema

Takes a Dataset ID(s) and outputs a JSON schema of the contents of the dataset into key value store.

Validate Dataset(s) with JSON Schema

jaroslavhejlek/validate-dataset-with-json-schema

This Actor validates items in one or more datasets against a provided JSON Schema. Use it if you planning to add a dataset validation schema to your actor and you want test it.

Validate Schema.org structured data for SEO. Parses JSON-LD, detects Microdata and RDFa, highlights schema types, and reports common issues like invalid JSON-LD, missing @type, non-schema.org @context, and missing key properties for popular schema types.

Dataset Quality Scorer

fiery_dream/dataset-quality-scorer

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

Actor Schema Validator. Available on the Apify Store with pay-per-event pricing.

Extract structured data from any website into typed JSON matching your schema, with a confidence score on every field. AI-powered, RAG-ready, with built-in schema validation and grounding to catch hallucinations.

Output & Dataset Schema Creator

zuzka/output-dataset-schema-creator

Generate JSON schemas for output and dataset on your Actor using AI. Perfect for testing new actors.

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 📊🚀