Pricing

from $10.00 / 1,000 results

Data Cleaning & Transformation Toolkit

A powerful, multi-mode Apify actor that transforms messy, unstructured data into clean, structured JSON — ready for APIs, databases, or downstream processing.

Pricing

from $10.00 / 1,000 results

Rating

0.0

(0)

Developer

Jamshaid Arif

Actor stats

Bookmarked

Total users

Monthly active users

7 days ago

Last modified

Categories

Developer tools

Automation

Integrations

You can access the Data Cleaning & Transformation Toolkit 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 Integrations settings 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    "mode": "messy_text",
12    "inputText": `Name: John Doe | Age: 29 | City: New York | Active: yes
13Name: Jane Smith | Age: 32 | City: Los Angeles | Active: true
14Name: Bob Johnson | Age: 45 | City: Chicago | Active: no`,
15    "fileUrl": "",
16    "urls": [
17        {
18            "url": "https://books.toscrape.com/"
19        }
20    ],
21    "textParseStrategy": "auto",
22    "kvFormat": "auto",
23    "htmlExtractMode": "auto",
24    "cssSelector": "article.product_pod",
25    "fieldMap": `{
26  "title": "h3 a",
27  "price": ".price_color",
28  "availability": ".availability",
29  "rating": "p.star-rating"
30}`,
31    "sheetName": "",
32    "skipEmptyRows": true,
33    "forwardFillColumns": "",
34    "pageSize": 0,
35    "outputFormat": "records",
36    "proxyConfiguration": {
37        "useApifyProxy": true
38    },
39    "maxRequestRetries": 3
40};
41
42// Run the Actor and wait for it to finish
43const run = await client.actor("moving_beacon-owner1/my-actor-66").call(input);
44
45// Fetch and print Actor results from the run's dataset (if any)
46console.log('Results from dataset');
47console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
48const { items } = await client.dataset(run.defaultDatasetId).listItems();
49items.forEach((item) => {
50    console.dir(item);
51});
52
53// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Data Cleaning & Transformation Toolkit API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Data Cleaning & Transformation Toolkit 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:

Data Cleaning & Transformation Toolkit API in Python

Data Cleaning & Transformation Toolkit API through CLI

Data Cleaning & Transformation Toolkit OpenAPI definition

Data Cleaning & Transformation Toolkit API

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