Pricing

from $0.40 / 1,000 result rows

Lead Cleaner — Fuzzy Deduplication & Normalization

Deduplicate and normalize scraped lead lists. Matches records that exact deduplicators miss: legal-form variants, phone formats, email aliases and phonetic name spellings. Publishes a reproducible quality benchmark.

Pricing

from $0.40 / 1,000 result rows

Rating

0.0

(0)

Developer

Javier Camarena

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Lead generation

Automation

Developer tools

You can access the Lead Cleaner — Fuzzy Deduplication & Normalization 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
10# Run the Actor and wait for it to finish
11run = client.actor("javitax47/lead-cleaner").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Lead Cleaner — Fuzzy Deduplication & Normalization API in Python

The Apify API client for Python is the official library that allows you to use Lead Cleaner — Fuzzy Deduplication & Normalization API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Lead Cleaner — Fuzzy Deduplication & Normalization API in JavaScript

Lead Cleaner — Fuzzy Deduplication & Normalization API through CLI

Lead Cleaner — Fuzzy Deduplication & Normalization OpenAPI definition

Lead Cleaner — Fuzzy Deduplication & Normalization API

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