Data Cleaning & Transformation Toolkit
Pricing
from $10.00 / 1,000 results
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
0
Bookmarked
2
Total users
1
Monthly active users
7 days ago
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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.
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 "mode": "messy_text",10 "inputText": """Name: John Doe | Age: 29 | City: New York | Active: yes11Name: Jane Smith | Age: 32 | City: Los Angeles | Active: true12Name: Bob Johnson | Age: 45 | City: Chicago | Active: no""",13 "fileUrl": "",14 "urls": [{ "url": "https://books.toscrape.com/" }],15 "textParseStrategy": "auto",16 "kvFormat": "auto",17 "htmlExtractMode": "auto",18 "cssSelector": "article.product_pod",19 "fieldMap": """{20 \"title\": \"h3 a\",21 \"price\": \".price_color\",22 \"availability\": \".availability\",23 \"rating\": \"p.star-rating\"24}""",25 "sheetName": "",26 "skipEmptyRows": True,27 "forwardFillColumns": "",28 "pageSize": 0,29 "outputFormat": "records",30 "proxyConfiguration": { "useApifyProxy": True },31 "maxRequestRetries": 3,32}33
34# Run the Actor and wait for it to finish35run = client.actor("moving_beacon-owner1/my-actor-66").call(run_input=run_input)36
37# Fetch and print Actor results from the run's dataset (if there are any)38print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])39for item in client.dataset(run["defaultDatasetId"]).iterate_items():40 print(item)41
42# 📚 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 Data Cleaning & Transformation Toolkit API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: