Dataset Quality Checker
Pricing
from $40.00 / 1,000 results
Go to Apify Store
Dataset Quality Checker
Validate any Apify dataset for data quality issues. Check emails, URLs, phones, duplicates, and missing fields.
Dataset Quality Checker
Pricing
from $40.00 / 1,000 results
Validate any Apify dataset for data quality issues. Check emails, URLs, phones, duplicates, and missing fields.
Direct list of records to validate. Use this for pipeline integration or when you have records in memory.
Apify Dataset ID to fetch records from. Requires apifyToken if used.
Your Apify API token. Required only if using datasetId. Find it at console.apify.com → Settings → Integrations.
Field names to check for email validity.
[ "email", "emails", "contact.email", "emailAddress"]Field names to check for URL validity.
[ "url", "website", "websiteUrl", "contact.website", "link"]Field names to check for phone validity.
[ "phone", "phoneNumber", "contact.phone", "telephone"]Field names to check for missing values.
[ "name", "companyName", "businessName", "title", "business_name"]Fields used for duplicate detection.
[ "email", "url", "phone", "name"]