CSV & Excel Data Cleaner with Change Log
Pricing
from $2.00 / 1,000 input rows
Clean a CSV, Excel or JSON file, or any Apify dataset. Detects column types, standardizes dates, phones, names and money, merges duplicates, and logs each changed value. Save the recipe to clean next month's file the same way. $2 per 1,000 rows.
You can access the CSV & Excel Data Cleaner with Change Log 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 = { "url": "https://patchwell.io/samples/customers_messy.csv" }9
10# Run the Actor and wait for it to finish11run = client.actor("patchwell/patchwell-clean-data").call(run_input=run_input)12
13# Fetch and print Actor results from the run's dataset (if there are any)14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")15for item in client.dataset(run.default_dataset_id).iterate_items():16 print(item)17
18# 📚 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 CSV & Excel Data Cleaner with Change Log API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: