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🧽 Dataset Deduplicator - Clean Any Scraped Dataset

🧽 Upload any dataset — scraped rows, a RAG corpus, an export — and get back exact AND near-duplicates removed, plus a per-field data quality report. ✅ MinHash + LSH banding finds near-duplicate text at scale without O(n²) pairwise comparison.

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mohamed alaya

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5 days ago

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🧽 Dataset Deduplicator - Clean Any Scraped Dataset API

Below, you can find a list of relevant HTTP API endpoints for calling the 🧽 Dataset Deduplicator - Clean Any Scraped Dataset Actor. For this, you’ll need an Apify account. Replace <YOUR_API_TOKEN> in the URLs with your Apify API token, which you can find under API & Integrations in Apify Console. For details, see the API reference.

Run Actor

POST
https://api.apify.com/v2/actors/that_red_bird~dataset-deduplicator/runs?token=<YOUR_API_TOKEN>

Note: By adding the method=POST query parameter, this API endpoint can be called using a GET request and thus used in third-party webhooks. Please refer to our Run Actor API documentation.

Run Actor synchronously and get dataset items

POST
https://api.apify.com/v2/actors/that_red_bird~dataset-deduplicator/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>

Note: This endpoint supports both POST and GET request methods. However, only the POST method allows you to pass input data. For more information, please refer to our Run Actor synchronously and get dataset items API documentation.

Get Actor

GET
https://api.apify.com/v2/actors/that_red_bird~dataset-deduplicator?token=<YOUR_API_TOKEN>

For more information, please refer to our Get Actor API documentation.

Actors can be used to scrape web pages, extract data, or automate browser tasks. Use the 🧽 Dataset Deduplicator - Clean Any Scraped Dataset API programmatically via the Apify API.

You can choose from:

🧽 Dataset Deduplicator - Clean Any Scraped Dataset API in Python

🧽 Dataset Deduplicator - Clean Any Scraped Dataset API in JavaScript

🧽 Dataset Deduplicator - Clean Any Scraped Dataset API through CLI

🧽 Dataset Deduplicator - Clean Any Scraped Dataset OpenAPI definition

You can start 🧽 Dataset Deduplicator - Clean Any Scraped Dataset with the Apify API by sending an HTTP POST request to the Run Actorendpoint. An Actor’s input and its content type can be passed as a payload of the POST request, and additional options can be specified using URL query parameters. The 🧽 Dataset Deduplicator - Clean Any Scraped Dataset is identified within the API by its ID, which is the creator’s username and the name of the Actor.

When the 🧽 Dataset Deduplicator - Clean Any Scraped Dataset run finishes you can list the data from its default dataset(storage) via the API or you can preview the data directly on Apify Console.

Text Dedupe — exact & near-duplicate detection, Japanese ready

shoebill-dev27/text-dedupe

Detect exact and near-duplicate texts in scraped or collected datasets: normalized hashing for exact matches plus character-shingle Jaccard similarity for near matches. Works on Japanese (no word tokenization needed). Returns per-text verdicts and duplicate clusters. No LLM cost.

Shinobu Otani

Dataset Deduplicator & Cleaner

eszetael_lab/dataset-deduplicator-cleaner

Returns your records with duplicates removed and values normalized — same fields as the input, nothing added or renamed. Exact, normalized or fuzzy matching on keys you choose. A data quality report lands under QUALITY_REPORT. Takes a dataset ID or inline JSON, so it chains after any scraper.

Radosław Szal

Dataset Deduper | Exact & Fuzzy Dedupe for Any Dataset

broomwagon/dataset-deduper

Collapse duplicates in any dataset, in two passes you control. Exact matching ignores case, punctuation, and word order; an optional fuzzy pass catches the near-duplicates normalization cannot. Every decision is explained in an audit trail, and a cross-run ledger remembers what you already got.

Brandon Mensing

Sitemap to RAG Dataset

ghostgrid/sitemap-to-rag-dataset

Convert any website sitemap into an LLM-ready dataset for RAG pipelines.

GhostGrid

Dataset Deduplicator v2

zentrafoundry/dataset-deduplicator-v2

Transform dataset deduplicator v2 inputs into structured rows, clear errors, confidence signals, and automation-ready output.

Zentra

Scraped Data Cleaner & Converter (No-Code CSV/JSON Tool) Rental

m3web/scraped-data-cleaner-rental

Clean and organize scraped .json or .csv data — no coding required. Remove duplicates, empty rows, unwanted columns, and sort by any field. Cleaned results are pushed to your Apify dataset. Perfect for marketers, researchers, and no-code workflows.

M3Web

5.0

🧩 RAG Dataset Builder - Crawl to Embedding-Ready Chunks

that_red_bird/rag-dataset-builder

🧩 Crawl a site and get back a FINISHED, embedding-ready RAG dataset — not just clean text. ✅ Semantic chunking on heading boundaries, never mid-code-block or mid-table. ✅ Token estimator, configurable overlap, near-duplicate removal, full provenance per chunk.

mohamed alaya

Data.gov.uk Scraper - Cheap 🌐📊🇬🇧

scrapestorm/data-gov-uk-scraper---cheap

🔎 Easily collect dataset listings from data.gov.uk Provide one or multiple search URLs and extract dataset information such as 📄 Dataset Title 🏢 Published By 🕒 Last Updated 📝 Description 🔗 Dataset URL & more Perfect for open data research, government data monitoring & dataset discovery 📊🚀

Storm_Scraper

5.0

Dataset Download

idiatech/apify-Dataset-Download

Download any dataset from the Apify platform automatically and in any format you want. Use this actor along with a Dataset toolbox automation tool.

idIA Tech

Dataset Toolkit — Dedupe, Merge, Clean, Diff

glueworks/dataset-toolkit

Post-process any Apify dataset: remove duplicates, merge multiple datasets, clean and normalize fields, or diff two crawls. Outputs a new dataset plus a summary record.