CSV & Excel Data Cleaner | Dedupe & Fix
Pricing
$1.00 / 1,000 cleaned records
Clean CSV, Excel & JSON in bulk: fix encoding, dates, numbers & currency, flag bad emails, remove duplicates (fuzzy too). Full change log. No AI.
You can access the CSV & Excel Data Cleaner | Dedupe & Fix 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 "pastedText": """Customer ID,Full Name ,Email,Phone,Signup Date,Amount Paid,Discount101001,\" Ana García \",ANA@EXAMPLE.COM,+34 612 345 678,03/15/2024,\"$1,250.50\",10%111002,Bob O’Neil,bob@example,(555) 010-9999,2024-03-16,€99,N/A121002,Bob O’Neil,bob@example,(555) 010-9999,2024-03-16,€99,N/A131003,Café Owner,cafe@example.com,555-0100,17 Mar 2024,\"1,000\",5 %141004,Sam Lee,sam@example.com,,not a date,12abc,15""",16 "headerCase": "snake_case",17 "caseRules": [],18 "findReplaceRules": [],19 "numericColumns": [20 "Amount Paid",21 "Discount",22 ],23 "dateColumns": ["Signup Date"],24 "emailColumns": ["Email"],25 "phoneColumns": ["Phone"],26 "requiredColumns": ["Customer ID"],27 "dedupeMode": "key",28 "dedupeKeyColumns": ["Customer ID"],29}30
31# Run the Actor and wait for it to finish32run = client.actor("makentest/csv-excel-data-cleaner-dedupe-fix").call(run_input=run_input)33
34# Fetch and print Actor results from the run's dataset (if there are any)35print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")36for item in client.dataset(run.default_dataset_id).iterate_items():37 print(item)38
39# 📚 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 | Dedupe & Fix API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: