Dataset Deduplicator & Cleaner

Dataset Deduplicator & Cleaner

eszetael_lab/dataset-deduplicator-cleaner

Returns your records with duplicates removed and values normalized — same fields as the input, nothing added or renamed. Exact, normalized or fuzzy matching on keys you choose. A data quality report lands under QUALITY_REPORT. Takes a dataset ID or inline JSON, so it chains after any scraper.

Clean, normalize and deduplicate any dataset: field names, whitespace, empty values, numbers, plus exact and fuzzy duplicate removal.

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.

Playwright Scraper — Python, Any Website

eszetael_lab/reliable-playwright-scraper

Scrape any JavaScript-heavy site with Playwright and a Python page function. Pages that returned nothing are marked in the data and cost you nothing — you pay per delivered record, never per run. Every record says whether the page loaded, timed out or was blocked.

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.

Normalizes review rows from any source into one clean schema: rating, title, text, author, date, id. Duplicates removed. Diff two pulls to isolate new reviews. First 10 results free.

Data Deduplicator

parsebird/dataset-deduplicator

Merge and deduplicate Apify datasets by any field combination. Remove duplicate rows while keeping the first or last occurrence. Supports case-insensitive matching and whitespace trimming.

Data Cleaner

parsebird/data-cleaner

Clean messy data — remove nulls, normalize case, trim whitespace, format phone numbers and emails, extract domains, convert types, and more. Works with Apify datasets or direct JSON input.

HTTP Request

parsebird/http-request-actor

Send HTTP requests (GET, POST, PUT, PATCH, DELETE) to any API endpoint with customizable headers, parameters, and body data. Forward responses via callback URL. Perfect for Clay users and no-code API integrations.

Lead List Cleaner - Dedupe, Normalize & Merge for CRM

webdata_labs/lead-list-deduplicator

[💵 $0.05 / 1K] Clean messy B2B lead lists into CRM-ready company/contact records with duplicate clusters, confidence scores, match reasons, normalized domains, emails, and phones.

This Actor merges leads like "My Company, S.L." and "MY COMPANY SL" and explains why. It normalizes phones (E.164), strips 40+ EU legal forms, folds Gmail aliases, and validates NIF/CIF/VAT check digits before deduplicating. Includes a labelled 63-row benchmark you can run yourself.