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Fuzzy Dedupe: Find Near-Duplicate Rows in Datasets

Try for free

Find near-duplicates that exact dedup misses: 'Acme Inc.' vs 'ACME, Inc', 'Main St.' vs 'Main Street'. Fuzzy match names, addresses, phones, URLs across Apify datasets; mark or merge clusters with reasons. Empty input = free demo. $0.50 per 1,000 rows.

Pricing

from $0.35 / 1,000 row processeds

Rating

0.0

(0)

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4 hours ago

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You can access the Fuzzy Dedupe: Find Near-Duplicate Rows in Datasets 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.

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    "matchFields": [
10        {
11            "field": "name",
12            "type": "name",
13            "weight": 2,
14        },
15        {
16            "field": "address",
17            "type": "address",
18            "weight": 1,
19        },
20        {
21            "field": "phone",
22            "type": "phone",
23            "weight": 1,
24        },
25    ],
26    "blockingField": "name",
27}
28
29# Run the Actor and wait for it to finish
30run = client.actor("ucchiii/dataset-fuzzy-dedupe").call(run_input=run_input)
31
32# Fetch and print Actor results from the run's dataset (if there are any)
33print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
34for item in client.dataset(run.default_dataset_id).iterate_items():
35    print(item)
36
37# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Fuzzy Dedupe: near-duplicate company names & addresses API in Python

The Apify API client for Python is the official library that allows you to use Fuzzy Dedupe: Find Near-Duplicate Rows in Datasets API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Fuzzy Dedupe: Find Near-Duplicate Rows in Datasets API in JavaScript

Fuzzy Dedupe: Find Near-Duplicate Rows in Datasets API through CLI

Fuzzy Dedupe: Find Near-Duplicate Rows in Datasets OpenAPI definition

Fuzzy Dedupe: Find Near-Duplicate Rows in Datasets API

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