Dataset Schema Guard — Validate & Quarantine Records

Split any Apify dataset into separate output datasets using ordered rules. Route nested fields with text, numeric, regex, list, existence, and empty-value conditions—without custom glue code.

Compare two Apify datasets or track one dataset between runs. Emit only added, removed, and changed records with exact changed fields.

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.

This actor lets you select a field in your dataset and exclude some records if they contain a keyword in the list of excluded keywords you provide (case-insensitive).

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.

Dataset Download

idiatech/apify-Dataset-Download

Download any dataset from the Apify platform automatically and in any format you want. Use this actor along with a Dataset toolbox automation tool.

CSV Schema Profiler

junipr/csv-schema-profiler

Profile CSV columns for inferred types, null rates, uniqueness, sample values, duplicates, and drift risks.

Email check, verify, validate

anchor/email-check-verify-validate

Email Check, verify and validate in seconds: Unlimited

JSON Dataset Cleaner and Deduplicator

rodrgds/dataset-cleaner

Clean JSON datasets, remove empty rows, deduplicate by any field, validate emails, and prepare scraper output for CRMs, analysis, or AI workflows.

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.