Dataset Merge, Dedup & Transform – Clean Data
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Pay per usage
Merge several Apify datasets, remove duplicates by any field, filter, rename, pick or flatten columns, and write one clean dataset. Limited permissions.
Pricing
Pay per usage
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Innovative Cookie
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6 hours ago
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You can access the Dataset Merge, Dedup & Transform – Clean Data 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.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "items": [10 {11 "url": "https://books.toscrape.com/catalogue/a-light-in-the-attic_1000/index.html",12 "title": "A Light in the Attic",13 "price": 51.77,14 "stock": {15 "available": True,16 "count": 22,17 },18 },19 {20 "url": "https://books.toscrape.com/catalogue/tipping-the-velvet_999/index.html",21 "title": "Tipping the Velvet",22 "price": 53.74,23 "stock": {24 "available": True,25 "count": 20,26 },27 },28 {29 "url": "https://books.toscrape.com/catalogue/a-light-in-the-attic_1000/index.html",30 "title": "A Light in the Attic",31 "price": 51.77,32 "stock": {33 "available": True,34 "count": 22,35 },36 },37 {38 "url": "https://books.toscrape.com/catalogue/soumission_998/index.html",39 "title": "Soumission",40 "price": 50.1,41 "stock": {42 "available": False,43 "count": 0,44 },45 },46 {47 "url": "HTTPS://BOOKS.TOSCRAPE.COM/catalogue/soumission_998/index.html",48 "title": "Soumission (copy)",49 "price": 50.1,50 "stock": {51 "available": False,52 "count": 0,53 },54 },55 ],56 "dedupFields": ["url"],57 "caseInsensitive": True,58}59
60# Run the Actor and wait for it to finish61run = client.actor("innovative_cookie/dataset-merge-dedup").call(run_input=run_input)62
63# Fetch and print Actor results from the run's dataset (if there are any)64print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")65for item in client.dataset(run.default_dataset_id).iterate_items():66 print(item)67
68# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use Dataset Merge, Dedup & Transform – Clean Data API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: