Apify Smart Dataset Comparator

Pricing

Pay per event

Apify Smart Dataset Comparator

Compare 2-10 Apify datasets to detect changes, new/removed records, and duplicates. Features field-level diffs, smart merging, schema validation, data cleaning, and anomaly detection. Perfect for price monitoring, lead deduplication, and data quality tracking.

Pricing

Pay per event

Rating

0.0

(0)

Developer

Agenscrape

Maintained by Community

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Categories

Automation

Integrations

Developer tools

You can access the Apify Smart Dataset Comparator 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

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "datasetIds": [],
10    "datasetUrls": [],
11    "primaryKey": "url",
12    "ignoreFields": [
13        "timestamp",
14        "scraped_at",
15        "lastChecked",
16    ],
17    "cleaningRules": {
18        "trimStrings": True,
19        "normalizeEmails": True,
20        "normalizePhones": True,
21        "normalizeUrls": True,
22        "normalizeCurrency": True,
23        "removeEmojis": False,
24    },
25    "fieldPriorities": {
26        "price": "min",
27        "stock": "max",
28        "description": "longest",
29        "tags": "combine",
30    },
31}
32
33# Run the Actor and wait for it to finish
34run = client.actor("agenscrape/apify-smart-dataset-comparator").call(run_input=run_input)
35
36# Fetch and print Actor results from the run's dataset (if there are any)
37print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
38for item in client.dataset(run["defaultDatasetId"]).iterate_items():
39    print(item)
40
41# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Apify Smart Dataset Comparator API in Python

The Apify API client for Python is the official library that allows you to use Apify Smart Dataset Comparator API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Apify Smart Dataset Comparator API in JavaScript

Apify Smart Dataset Comparator API through CLI

Apify Smart Dataset Comparator OpenAPI definition

Apify Smart Dataset Comparator API

Validate Dataset(s) with JSON Schema

jaroslavhejlek/validate-dataset-with-json-schema

This Actor validates items in one or more datasets against a provided JSON Schema. Use it if you planning to add a dataset validation schema to your actor and you want test it.

Jaroslav Hejlek

Monitoring Checker Schema

apify/monitoring-checker-schema

The monitoring checker schema is a part of the Apify Monitoring Suite (apify/monitoring). See its readme for more information and how to use this.

Apify

4.8

Diff Dataset Fields

lukaskrivka/diff-dataset-fields

Compare changes in text fields between two datasets. Monitor new and updated content on websites.

Lukáš Křivka

Dataset Schema Super Actor

zuzka/dataset-schema-super-actor

Create your Actor dataset schema with one click.

Zuzka Pelechová

Smart Apify Actor Scraper (+70 Fields + Actor Quality Metrics)

parseforge/smart-apify-actor-scraper

Scrape actor information from Apify store including stats, pricing, quality scores, and feedback. Only tool with actor quality scores, percentiles & user feedback. Save 90% on research costs. The most comprehensive Apify actor intelligence available with retries & deduplication.

ParseForge

5.0

eBay Smart Shopper

dhhoang.dn2/ebay-smart-shopper

Advanced eBay data collector with smart price analysis and deal scoring. Features: ✨ Smart Search & deal scoring 📊 Price comparison ⭐ Seller evaluation 🎯 Best deals finder 🔒 Memory-optimized Perfect for price monitoring and finding the best deals on eBay.

Đinh Huy Hoàng

5.0

Dataset Quality Scorer

fiery_dream/dataset-quality-scorer

Score ML datasets for quality (completeness, consistency, duplicates, balance). Detect data drift, outliers, and recommend improvements.

Cody Churchwell

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

GMGN Smart Degen Monitor Scraper

muhammetakkurtt/gmgn-smart-degen-monitor-scraper

GMGN Smart Degen Monitor tracks crypto "smart money" across BSC, Solana, and Base networks. Extract real-time data on tokens and trades from influential investors to identify market trends. Get key metrics including price changes, transaction data, and wallet tracking with customizable timeframes.

Muhammet Akkurt

5.0

Actor 2 Dataset Cleaner and Formatter

motivational_nickel/dataset-cleaner-and-formatter

Automatically cleans and formats datasets by trimming whitespace, fixing capitalization, and removing duplicates. Supports both Apify datasets and uploaded JSON/CSV files.