AI Dataset Cleaner & Schema Normalizer
Pricing
from $0.99 / 1,000 cleaned records
Clean, normalize, deduplicate and validate Apify datasets or JSON. Infer schemas, fix inconsistent fields, flatten nested data and prepare reliable datasets for AI agents, RAG, CRM, analytics, APIs and databases.
You can access the AI Dataset Cleaner & Schema Normalizer programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
1import { ApifyClient } from 'apify-client';2
3// Initialize the ApifyClient with your Apify API token4// Replace the '<YOUR_API_TOKEN>' with your token5const client = new ApifyClient({6 token: '<YOUR_API_TOKEN>',7});8
9// Prepare Actor input10const input = {11 "inline_records": [12 {13 "Company Name": " Acme Corp ",14 "Email": " SALES@ACME.COM ",15 "Employees": "25",16 "Website": "https://acme.com/"17 },18 {19 "Company Name": "Acme Corp",20 "Email": "sales@acme.com",21 "Employees": "25",22 "Website": "https://acme.com"23 },24 {25 "Company Name": " Beta SAS ",26 "Email": "N/A",27 "Employees": "12",28 "Website": " https://beta.example.com "29 }30 ]31};32
33// Run the Actor and wait for it to finish34const run = await client.actor("komelf/ai-dataset-cleaner-schema-normalizer").call(input);35
36// Fetch and print Actor results from the run's dataset (if any)37console.log('Results from dataset');38console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);39const { items } = await client.dataset(run.defaultDatasetId).listItems();40items.forEach((item) => {41 console.dir(item);42});43
44// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docsThe Apify API client for JavaScript is the official library that allows you to use AI Dataset Cleaner & Schema Normalizer API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.
Install the apify-client
$npm install apify-clientOther API clients include: