Under maintenance

Pricing

from $300.00 / 1,000 dataset cleaneds

Try for free

Go to Apify Store

Dataset Cleaner

Under maintenance

Try for free

Deterministic cleanup for scraped or messy CSV/JSON datasets: exact-row dedupe, money and date normalization, optional PII scrubbing, machine-checkable report. Never destroys data - unparseable values are kept and flagged. No LLM.

Pricing

from $300.00 / 1,000 dataset cleaneds

Rating

0.0

(0)

Developer

Andrew

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Categories

Developer tools

You can access the Dataset Cleaner programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {};
11
12// Run the Actor and wait for it to finish
13const run = await client.actor("punctual_alghoza/dataset-cleaner").call(input);
14
15// Fetch and print Actor results from the run's dataset (if any)
16console.log('Results from dataset');
17console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
18const { items } = await client.dataset(run.defaultDatasetId).listItems();
19items.forEach((item) => {
20    console.dir(item);
21});
22
23// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Dataset Cleaner - dedupe, normalize, scrub CSV/JSON API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Dataset Cleaner API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

Dataset Cleaner API in Python

Dataset Cleaner API through CLI

Dataset Cleaner OpenAPI definition

Dataset Cleaner API

Dataset Cleaner & Exporter

nerolabs/dataset-cleaner-exporter

Returns a deduplicated, flattened and cleaned copy of any Apify dataset, file or Google Sheet by URL, or JSON array, plus CSV and Excel files, named-dataset append and webhook delivery. Inputs: source, dedup keys, flatten, cleaning options. Agent-ready: pay per event (x402, MCP), per cleaned record.

Adam Pearce

Fast Dataset Cleaner & CSV Formatter

motivational_nickel/dataset-cleaner-and-formatter

Fast dataset cleaning for CSV and JSON files. Automatically removes duplicates, trims whitespace, fixes capitalization, and normalizes fields. Works with Apify datasets or uploaded files and prepares data for analytics, CRM imports, and automation pipelines.

Leoncio Coronado Jr

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.

Radosław Szal

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.

Zuzka Pelechová

5.0

(1)

Bulk Address Parser

inquisitive_sarangi/bulk-address-parser

Address Parser is an NLP tool that can parse unstructured address strings into clean and structure address objects.You can also export listings to JSON/CSV or any other as format supported by Apify.

API Master

ai-data-cleaner-classifier

keratogenous_surgeon/dataset-ai-cleaner

Clean, normalize, deduplicate, and classify JSON, CSV, or Apify datasets using rules or OpenAI models. Built for automation pipelines, data preparation, and AI workflows. Supports dataset chaining, cost controls, and safe fallbacks.

King Shepherd

US address cleaner

saswave/us-address-cleaner

Normalize US address. From an address , extract city, state and zipcode. Handles non standard list of physical addresses. Uses advanced NLP (Natural Language Processing) methods.

SASWAVE

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.

Rodrigo Dias

Diff Datasets

pocesar/diff-datasets

Take one dataset on Apify platform, compare it to another, and output the missing ones. This can also be used to output only changed items, using a compound key

Paulo Cesar

CSV & Excel Dataset Merger / Splitter [Bulk Optimizer]

thecfmarketing/csv-xlsx-dataset-merger-pattern-splitter

High-speed tool to merge multiple CSV & Excel files or split large datasets into smaller chunks by rows, file size, or specific patterns. Clean duplicates, optimize data formats, and structure columns. The ultimate utility for handling millions of B2B cold email leads and data lists.