You can access the Apify Dataset Quality Profiler 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    "items": [
12        {
13            "id": "lead-1",
14            "company": {
15                "name": "Acme",
16                "city": "Singapore"
17            },
18            "score": "9",
19            "active": true
20        },
21        {
22            "id": "lead-1",
23            "company": {
24                "name": "Acme",
25                "city": ""
26            },
27            "score": 9,
28            "active": true
29        },
30        {
31            "id": "lead-3",
32            "company": {
33                "name": "Beta"
34            },
35            "score": null
36        }
37    ]
38};
39
40// Run the Actor and wait for it to finish
41const run = await client.actor("eager_vitamin/apify-dataset-quality-profiler").call(input);
42
43// Fetch and print Actor results from the run's dataset (if any)
44console.log('Results from dataset');
45console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
46const { items } = await client.dataset(run.defaultDatasetId).listItems();
47items.forEach((item) => {
48    console.dir(item);
49});
50
51// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

Apify Dataset Quality Profiler API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Apify Dataset Quality Profiler 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:

Apify Dataset Quality Profiler API in Python

Apify Dataset Quality Profiler API through CLI

Apify Dataset Quality Profiler OpenAPI definition

Apify Dataset Quality Profiler API

Apify

doshikevin361/apify

Kevin Doshi

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.

idIA Tech

Apify Dataset Quality Auditor v2

zentrafoundry/apify-dataset-quality-auditor-v2

Transform apify dataset quality auditor v2 inputs into structured rows, clear errors, confidence signals, and automation-ready output.

Zentra

Data.gov.uk Scraper - Cheap 🌐📊🇬🇧

scrapestorm/data-gov-uk-scraper---cheap

🔎 Easily collect dataset listings from data.gov.uk Provide one or multiple search URLs and extract dataset information such as 📄 Dataset Title 🏢 Published By 🕒 Last Updated 📝 Description 🔗 Dataset URL & more Perfect for open data research, government data monitoring & dataset discovery 📊🚀

Storm_Scraper

5.0

Dataset QA Auditor

junipr/dataset-qa-auditor

Validate Apify dataset rows for schema drift, null spikes, duplicate keys, type mismatches, and delivery-readiness issues. Outputs row-level QA results plus a summary report.

junipr

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.

ParseBird

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.