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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.

무료 체험 시작
영업 부서 문의

Merge, Dedup & Transform Datasets Scraper API 스크래퍼로 무엇을 만들 수 있나요?

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.

XCrawl

Intelligent Deduplication

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

XCrawl

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.

전 세계 데이터 기반 팀이 신뢰합니다

분석, 조사, 모니터링, 성장 워크플로우 등 다양한 팀에서 사용되고 있습니다.

XCrawl

사용 가능한 Merge, Dedup & Transform Datasets Scraper API 스크래퍼

가장 널리 사용되는 Merge, Dedup & Transform Datasets Scraper API 데이터 타입에 즉시 접근 — 완벽하게 구조화되고, 일관된 포맷, 프로덕션 준비 완료.

merge dedup transform datasets scraper

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

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • scrape_config
  • batch_results
  • unified_dataset
  • duplicate_flags
  • normalized_fields
  • delivery_url
  • timestamp

Merge, Dedup & Transform Datasets Scraper API 크롤링 방식

XCrawl

API 스크래핑 (개발자용)

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

노코드 스크래핑 (운영팀 & 성장팀용)

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.

코드 예시

간단한 API 호출로 몇 초 만에 Merge, Dedup & Transform Datasets Scraper API 게시물 및 작성자 정보를 받아보세요.

입력
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\"}"
출력
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":[
],
},
},
},
],
},

Merge, Dedup & Transform Datasets Scraper API 스크래퍼 API는 어떻게 동작하나요?

  • XCrawl지능형 IP 회전
  • XCrawl자동 CAPTCHA 인식
  • XCrawlHTTP 헤더
  • XCrawl자동 웹페이지 파싱
  • XCrawl맞춤형 지원

API로 무엇을 할 수 있나요?

XCrawl

프록시 관리

190개국 프리미엄 프록시 풀을 활용한 ML 기반 프록시 선택 및 회전

XCrawl

AI 기반 지문 추적

고유한 HTTP 헤더, 자바스크립트, 브라우저 지문으로 동적 콘텐츠에 강인함을 보장합니다.

XCrawl

CAPTCHA 우회

자동 재시도와 CAPTCHA 우회로 데이터 수집이 끊기지 않습니다.

XCrawl

대용량 데이터 추출

배치당 최대 1만 개의 URL에서 여러 페이지 데이터를 동시에 추출하세요.

XCrawl

다양한 결과 전달 방식

SFTP, AWSS3 등 클라우드 저장소로 데이터 수령 또는 API로 결과 즉시 받기

XCrawl

예약 스크래핑

원하는 빈도로 자동·맞춤화된 데이터 수집 주기 설정, 결과는 클라우드 저장소로 바로 전달됩니다.

XCrawl

유지보수 없는 인프라

프록시 유지보수와 인프라 고민 없이 크롤러 시스템 구축 불필요

XCrawl

높은 확장성

맞춤화 지원과 쉬운 통합

XCrawl

24/7 실시간 지원

궁금한 점이나 문제가 생기면 전문적으로 지원해드립니다.

XCrawl 투명함

유연한 가격

투명한 웹 스크래핑 가격정책, 유연한 API 구독제. 데이터 추출 비용 비교, 크롤러 액세스 구매, 무료로 시작해 성장에 맞춰 확장하세요.

월간
연간 HOT

스케일 플랜

더 많은 파워와 전담 지원이 필요한 팀을 위한 대용량 요금제.

더 높은 속도제한, 더 많은 동시 브라우저, 우선 지원을 누리세요.

영업 부서 문의
엔터프라이즈 맞춤화 지원

더 많은 솔루션 살펴보기

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.

자세히 알아보기
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.

자세히 알아보기
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.

자세히 알아보기
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.

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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.

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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.

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고객의 실제 평가

★★★★★
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
CDPR
XCrawlCDPR
사용자 최고 평점
XCrawl사용자 최고 평점
리더
XCrawl리더
가장 쉬운 사용성
XCrawl가장 쉬운 사용성
최고 가치상
XCrawl최고 가치상

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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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