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Merge, Dedup & Transform Datasets Scraper API

The Merge, Dedup & Transform Datasets Scraper API streamlines handling massive scraped datasets for backend developers. This API automatically merges data from multiple sources, removes duplicates using advanced algorithms, and applies custom transformations for optimal output formats like JSON or CSV. Integrate it into your workflows to save time and ensure data quality.

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Что можно построить с помощью Merge, Dedup & Transform Datasets Scraper API Scraper?

Build scalable data aggregation tools with apify merge dedup transform datasets functionality for combining multi-source scrapes. Create extract merge dedup transform datasets pipelines for clean analytics. Develop scraping merge dedup transform datasets applications to process competitor intelligence, or crawling merge dedup transform datasets crawlers for research platforms, all powered by this robust merge dedup transform datasets api.

XCrawl

Seamless Dataset Merging

Combine datasets from various scrapers into unified JSON structures with intelligent field mapping and conflict resolution for accurate aggregation.

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Intelligent Deduplication

Remove duplicates using fuzzy matching, hashing, and custom rules on large datasets, ensuring high accuracy and reduced storage needs.

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Custom Data Transformation

Apply rules to normalize, enrich, or reshape data fields asynchronously, outputting ready-to-use formats like JSON, CSV, or Parquet.

XCrawl

Scalable API Processing

Process millions of records via REST endpoints with auto-scaling, real-time monitoring, and structured JSON responses for developer ease.

Доверие дата-ориентированных команд по всему миру

Используется в аналитике, исследованиях, мониторинге и growth-командах.

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Доступные Merge, Dedup & Transform Datasets Scraper API скраперы

Получайте самые востребованные типы данных Merge, Dedup & Transform Datasets Scraper API — всегда структурированные, единообразные и готовы к работе.

merge dedup transform datasets scraper

Scrape raw datasets and apply merging, deduplication, and transformation for clean, structured output ready for analysis.

Метод скрапинга:
  • dataset_id
  • merged_records
  • dedup_count
  • transformed_schema
  • unique_entries
  • source_metadata
  • processing_time
  • error_summary

scraping merge dedup transform datasets

Dedicated endpoint for scraping multiple sources, merging datasets, deduping entries, and transforming into normalized JSON.

Метод скрапинга:
  • scrape_url
  • raw_batches
  • merge_stats
  • deduplicated_ids
  • output_json
  • transform_rules
  • validation_status

crawling merge dedup transform datasets

Crawl dynamic sites, merge collected datasets, perform dedup, and transform data for scalable backend integration.

Метод скрапинга:
  • crawl_depth
  • collected_pages
  • merged_dataset
  • dup_removals
  • field_mappings
  • export_format
  • batch_id

extract merge dedup transform datasets

Extract data from APIs or pages, then merge, dedup, and transform datasets into actionable insights via API.

Метод скрапинга:
  • extraction_query
  • raw_extracted
  • merge_conflicts
  • clean_records
  • transformed_values
  • hash_keys
  • completion_status

merge dedup transform datasets api

Core API for uploading datasets to merge, deduplicate intelligently, and transform with custom scripts.

Метод скрапинга:
  • input_datasets
  • merge_output
  • dedup_metrics
  • script_results
  • final_schema
  • record_count
  • api_token

scrape merge dedup transform datasets

One-call scraping service that merges results, dedups noisy data, and transforms for immediate use.

Метод скрапинга:
  • scrape_config
  • batch_results
  • unified_dataset
  • duplicate_flags
  • normalized_fields
  • delivery_url
  • timestamp

Методы обхода Merge, Dedup & Transform Datasets Scraper API

XCrawl

API-скрапинг (для разработчиков)

Integrate the REST API directly into your backend for automated dataset merging, deduping, and transformation.

  • XCrawl
    Python Integration
    Use pip-installable SDK to call merge dedup transform datasets endpoints with async support for high throughput.
  • XCrawl
    Node.js Compatibility
    Seamless npm package for scraping merge dedup transform datasets in JavaScript environments.
  • XCrawl
    Batch Processing
    Submit large jobs via API for parallel merging and transformation with webhook callbacks.
XCrawl

No-code скрапинг (для Ops и growth команд)

Process datasets through an intuitive dashboard without coding, ideal for quick merges and exports.

  • XCrawl
    Visual Uploads
    Drag-and-drop multiple datasets for automatic merge dedup transform datasets workflows.
  • XCrawl
    Rule Builder
    Configure deduplication and transformation rules via point-and-click interface.
  • XCrawl
    Scheduled Runs
    Set cron jobs to scrape, merge, and export cleaned datasets to CSV or cloud storage.

Примеры кода

Получайте публикации Merge, Dedup & Transform Datasets Scraper API и данные об авторах за секунды с помощью простого API-запроса.

Ввод
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Результат
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

Как работает Scraper API для Merge, Dedup & Transform Datasets Scraper API?

  • XCrawlИнтеллектуальная ротация IP
  • XCrawlАвтоматическое распознавание CAPTCHA
  • XCrawlHTTP-заголовки
  • XCrawlАвтоматический парсинг страниц
  • XCrawlИндивидуальная поддержка

Что может наш API для вас?

XCrawl

Управление прокси

ML-выбор и ротация прокси на основе нашего премиум-пула из 190 стран.

XCrawl

AI-генерация отпечатков браузера

Уникальные HTTP-заголовки, JavaScript и отпечатки браузера позволяют эффективно противостоять динамическому контенту.

XCrawl

Обход CAPTCHA

Автоматические повторы и обход CAPTCHA для бесперебойного получения данных.

XCrawl

Массовое извлечение данных

Собирайте данные одновременно с нескольких страниц — до 10 000 URL за партию.

XCrawl

Разные варианты доставки

Получайте данные через облачное хранилище (например, SFTP или AWSS3) либо через API.

XCrawl

Планировщик скрапинга

Настраивайте частоту автоматического сбора данных, результат будет оперативно доставлен в облако.

XCrawl

Инфраструктура без технических забот

Забудьте о ручном обслуживании прокси и построении собственной инфраструктуры скрапинга.

XCrawl

Легко масштабируется

Простая интеграция и настройка под ваши задачи.

XCrawl

Поддержка 24/7

Профессиональная помощь в случае вопросов или проблем.

XCrawl Прозрачность

Гибкая оплата

Прозрачные цены веб-скрапинга с гибкими планами подписки API. Сравнивайте стоимость извлечения данных, покупайте доступ к краулеру и начинайте бесплатно — затем масштабируйтесь по мере роста.

Месяц
Год Горячее

Тарифы для масштабирования

Тарифы для больших объёмов и команд с высокими требованиями и поддержкой.

Получайте более высокие лимиты, больше одновременных браузеров и приоритетную поддержку.

Связаться с отделом продаж
Индивидуальные решения на уровне предприятия

Больше решений

N
News & Article Scraper API

News & Article Scraper API empowers developers to extract complete news articles and content from thousands of publishers worldwide. This API handles paywalls, anti-bot protections, and delivers clean, structured JSON output for seamless integration into apps, dashboards, or analytics pipelines.

Узнать больше
F
Full Tiktok Scraper API

The Full Tiktok Scraper API unlocks TikTok's entire content universe for developers. This API provides structured JSON data on user profiles, videos, comments, and trends without rate limits or blocks. Integrate seamlessly into your backend for real-time insights, powering applications from trend analysis to influencer monitoring with reliable, scalable crawling.

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G
Google Search Engines Scraper API

Google Search Engines Scraper API provides seamless access to Google search engine results pages without infrastructure headaches. This API uses advanced crawling to deliver structured JSON data from organic results, ads, and featured snippets. Build keyword tracking, competitor analysis, or market research tools effortlessly with reliable, scalable endpoints.

Узнать больше
L
Linkedin-company-scraper API

Linkedin-company-scraper API is a powerful tool for scraping detailed company information from LinkedIn. This API employs advanced stealth techniques to retrieve profiles, industries, employee data, and metrics in clean JSON. Backend developers can integrate it seamlessly for lead gen, research, or analytics without managing proxies or captchas.

Узнать больше
T
Trends Search Scraper API

Trends Search Scraper API unlocks Google Trends data for developers building data-driven applications. This API delivers precise search volume trends, rising queries, and geo breakdowns via simple HTTP requests. Scale your trend analysis without infrastructure hassles, integrating seamlessly into workflows for market research and SEO insights.

Узнать больше
D
Dark Web Scraper API

Dark Web Scraper API delivers robust access to data on Tor hidden services and onion sites. This API handles complex crawling challenges, ensuring reliable extraction without blocks. Developers get clean JSON outputs for forums, markets, and profiles, powering applications from threat intelligence to research tools.

Узнать больше

Что говорят наши клиенты?

★★★★★
5.0

The merge dedup transform datasets scraper integrated perfectly, cleaning our massive scrapes in minutes!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Scraping merge dedup transform datasets has never been easier—structured JSON output boosted our pipeline speed.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Apify merge dedup transform datasets style but better; saved weeks on data deduplication tasks.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Crawling merge dedup transform datasets flawlessly handles duplicates, perfect for our competitor tracking.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
5.0

Merge dedup transform datasets api is a game-changer for fast, accurate dataset processing.

David Wong
David Wong
Full-Stack Dev
★★★★★
4.9

Extract merge dedup transform datasets effortlessly—dataset quality is top-notch for ML training.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Scalable scrape merge dedup transform datasets with no downtime; highly recommend for big data.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Transformed noisy scrapes into gold with this merge dedup transform datasets scraper.

Nina Gupta
Nina Gupta
Product Manager
★★★★★
5.0

Easy integration for merge dedup transform datasets crawler—fast scraping and clean results.

Raj Singh
Raj Singh
Senior Developer
★★★★★
4.9

Love how it handles scraping merge dedup transform datasets for precise analytics insights.

Olivia Brown
Olivia Brown
Data Scientist
★★★★★
5.0

The merge dedup transform datasets scraper integrated perfectly, cleaning our massive scrapes in minutes!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Scraping merge dedup transform datasets has never been easier—structured JSON output boosted our pipeline speed.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Apify merge dedup transform datasets style but better; saved weeks on data deduplication tasks.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Crawling merge dedup transform datasets flawlessly handles duplicates, perfect for our competitor tracking.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
5.0

Merge dedup transform datasets api is a game-changer for fast, accurate dataset processing.

David Wong
David Wong
Full-Stack Dev
★★★★★
4.9

Extract merge dedup transform datasets effortlessly—dataset quality is top-notch for ML training.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Scalable scrape merge dedup transform datasets with no downtime; highly recommend for big data.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Transformed noisy scrapes into gold with this merge dedup transform datasets scraper.

Nina Gupta
Nina Gupta
Product Manager
★★★★★
5.0

Easy integration for merge dedup transform datasets crawler—fast scraping and clean results.

Raj Singh
Raj Singh
Senior Developer
★★★★★
4.9

Love how it handles scraping merge dedup transform datasets for precise analytics insights.

Olivia Brown
Olivia Brown
Data Scientist
★★★★★
5.0

The merge dedup transform datasets scraper integrated perfectly, cleaning our massive scrapes in minutes!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Scraping merge dedup transform datasets has never been easier—structured JSON output boosted our pipeline speed.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Apify merge dedup transform datasets style but better; saved weeks on data deduplication tasks.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Crawling merge dedup transform datasets flawlessly handles duplicates, perfect for our competitor tracking.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
5.0

Merge dedup transform datasets api is a game-changer for fast, accurate dataset processing.

David Wong
David Wong
Full-Stack Dev
★★★★★
4.9

Extract merge dedup transform datasets effortlessly—dataset quality is top-notch for ML training.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Scalable scrape merge dedup transform datasets with no downtime; highly recommend for big data.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Transformed noisy scrapes into gold with this merge dedup transform datasets scraper.

Nina Gupta
Nina Gupta
Product Manager
★★★★★
5.0

Easy integration for merge dedup transform datasets crawler—fast scraping and clean results.

Raj Singh
Raj Singh
Senior Developer
★★★★★
4.9

Love how it handles scraping merge dedup transform datasets for precise analytics insights.

Olivia Brown
Olivia Brown
Data Scientist
★★★★★
5.0

The merge dedup transform datasets scraper integrated perfectly, cleaning our massive scrapes in minutes!

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Scraping merge dedup transform datasets has never been easier—structured JSON output boosted our pipeline speed.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Apify merge dedup transform datasets style but better; saved weeks on data deduplication tasks.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Crawling merge dedup transform datasets flawlessly handles duplicates, perfect for our competitor tracking.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
5.0

Merge dedup transform datasets api is a game-changer for fast, accurate dataset processing.

David Wong
David Wong
Full-Stack Dev
★★★★★
4.9

Extract merge dedup transform datasets effortlessly—dataset quality is top-notch for ML training.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Scalable scrape merge dedup transform datasets with no downtime; highly recommend for big data.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Transformed noisy scrapes into gold with this merge dedup transform datasets scraper.

Nina Gupta
Nina Gupta
Product Manager
★★★★★
5.0

Easy integration for merge dedup transform datasets crawler—fast scraping and clean results.

Raj Singh
Raj Singh
Senior Developer
★★★★★
4.9

Love how it handles scraping merge dedup transform datasets for precise analytics insights.

Olivia Brown
Olivia Brown
Data Scientist
ISO 27001
XCrawlISO 27001
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XCrawlЛучший по отзывам пользователей
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XCrawlЛидер
Самый удобный
XCrawlСамый удобный
Лучшая выгода
XCrawlЛучшая выгода

Часто задаваемые вопросы

Всё, что нужно знать о XCrawl.

What is the architecture of the Merge, Dedup & Transform Datasets Scraper API?
The API uses a microservices-based architecture with ingestion queues, parallel processors for merge/dedup/transform, and scalable storage for JSON outputs, optimized for high-volume scraped data.
What is the pricing model for the Merge, Dedup & Transform Datasets Scraper API?
Pricing is usage-based at $0.01 per 1,000 records processed, factoring in dataset size, complexity of transformations, and compute usage, with free tier for testing.
What data coverage and limitations apply to the Merge, Dedup & Transform Datasets Scraper API?
Supports unlimited public datasets with real-time processing up to 10M records/hour; rate limits are 100 calls/minute, no private/paywalled data, and 99.9% uptime SLA.
Is the Merge, Dedup & Transform Datasets Scraper API legal and compliant?
Yes, it scrapes only public data ethically, complies with GDPR/CCPA, robots.txt, and provides headers for attribution. Users must respect source ToS.
How to integrate the Merge, Dedup & Transform Datasets Scraper API with Python or Node.js?
Use official SDKs: pip install xcrawl-datasets for Python or npm i xcrawl-datasets-api for Node.js. Simple endpoints like POST /merge with JSON payloads for instant setup.

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