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XCrawlРешенияCoronavirus stats in Vietnam Scraper API

Coronavirus stats in Vietnam Scraper API

XCrawl's Coronavirus stats in Vietnam Scraper API simplifies web scraping in python, web scraping in node js, and web scraping in r. Get structured JSON data on cases, deaths, vaccines, and provinces without parsing headaches, IP blocks, or custom crawlers. Ideal for developers building data extraction in python tools.

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Что можно построить с помощью Coronavirus stats in Vietnam Scraper API Scraper?

Create real-time COVID dashboards with web scraping in javascript, analyze historical trends using crawler in python, and visualize regional stats via data scraping in python. Track daily cases, vaccine rollout, and mortality rates for epidemiological research, public health apps, or policy analysis tools.

XCrawl

Instant JSON Datasets

Receive clean, structured Coronavirus stats ready for Python analysis, Node.js processing, or R data frames—no manual parsing required with our robust API endpoints.

XCrawl

Multi-Language Support

Seamless integration for web scraping in python, web scraping in node js, and scraping in r with async requests and real-time data delivery.

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99% Uptime Reliability

Enterprise-grade infrastructure ensures consistent dataset in javascript apps or web crawler in r scripts, even during peak data demands.

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Scalable Extraction

Handle high-volume queries for web scraping in javascript projects with optimized parsers in python equivalents for accurate Vietnam stats.

Доверие дата-ориентированных команд по всему миру

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

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Доступные Coronavirus stats in Vietnam Scraper API скраперы

Получайте самые востребованные типы данных Coronavirus stats in Vietnam Scraper API — всегда структурированные, единообразные и готовы к работе.

web scraping in python

Dedicated endpoint for daily national Coronavirus cases and totals, optimized for Python scripts and data pipelines.

Метод скрапинга:
  • date
  • new_cases
  • total_cases
  • deaths
  • recovered
  • active_cases
  • tests_performed

web scraping in node js

Province-level stats scraper perfect for Node.js apps tracking regional outbreaks and vaccines.

Метод скрапинга:
  • province
  • cases
  • deaths
  • vaccinated_dose1
  • vaccinated_dose2
  • quarantine
  • hospitalized

web scraping in r

Historical trends endpoint delivering time-series data for R statistical analysis and modeling.

Метод скрапинга:
  • date_range
  • cumulative_cases
  • cumulative_deaths
  • recovery_rate
  • fatality_rate
  • vaccination_progress

web scraping in javascript

Real-time updates scraper for JS frontends, including live metrics and alerts.

Метод скрапинга:
  • timestamp
  • new_cases_today
  • new_deaths
  • discharged
  • total_vaccinated
  • per_million_cases

scraper in python

National summary scraper for quick overviews in Python-based monitoring tools.

Метод скрапинга:
  • country
  • total_confirmed
  • total_deaths
  • total_recovered
  • population
  • case_fatality_rate

crawler in python

Multi-region crawler endpoint for comprehensive Vietnam province breakdowns in Python crawlers.

Метод скрапинга:
  • region
  • cases_per_million
  • death_rate
  • recovery_rate
  • vaccine_coverage
  • active_per_capita

Методы обхода Coronavirus stats in Vietnam Scraper API

XCrawl

API-скрапинг (для разработчиков)

Integrate our RESTful Coronavirus stats in Vietnam Scraper API directly into Python, Node.js, or R codebases for automated data flows.

  • XCrawl
    Python Requests
    Leverage libraries like requests or aiohttp for efficient web scraping in python with built-in rate limiting.
  • XCrawl
    Node.js Async
    Use Axios or node-fetch for scalable web scraping in node js with promise-based handling.
  • XCrawl
    R httr Calls
    Simple integration via httr package for scraping in r and direct data frame conversion.
XCrawl

No-code скрапинг (для Ops и growth команд)

Access all scrapers via an intuitive dashboard—no coding needed for Coronavirus stats extraction.

  • XCrawl
    Visual Field Selector
    Point-and-click to choose cases, deaths, vaccines, or provinces for custom datasets.
  • XCrawl
    Scheduled Scrapes
    Automate daily or hourly runs with cron-style scheduling for fresh Vietnam stats.
  • XCrawl
    Multi-Format Exports
    Download results as CSV, JSON, Excel, or connect to Google Sheets instantly.

Примеры кода

Получайте публикации Coronavirus stats in Vietnam 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 Coronavirus stats in Vietnam 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.

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AI-генерация отпечатков браузера

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

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Обход CAPTCHA

Автоматические повторы и обход CAPTCHA для бесперебойного получения данных.

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Массовое извлечение данных

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

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Разные варианты доставки

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

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Планировщик скрапинга

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

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Инфраструктура без технических забот

Забудьте о ручном обслуживании прокси и построении собственной инфраструктуры скрапинга.

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Легко масштабируется

Простая интеграция и настройка под ваши задачи.

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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.

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

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

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Что говорят наши клиенты?

★★★★★
5.0

Transformed my web scraping in python workflow—accurate Coronavirus datasets in seconds, no parsing issues!

Alex Nguyen
Alex Nguyen
Data Engineer
★★★★★
4.9

Seamless web scraping in node js integration for real-time Vietnam stats dashboards. Highly recommend!

Maria Lopez
Maria Lopez
Full-Stack Developer
★★★★★
5.0

Perfect scraper in python for historical trends. Dataset quality is outstanding for research.

Dr. Raj Patel
Dr. Raj Patel
Epidemiologist
★★★★★
4.8

Fast crawler in python endpoints saved weeks of dev time on COVID monitoring apps.

Liam Chen
Liam Chen
Backend Dev
★★★★★
5.0

Effortless web scraping in r for statistical models. Precise province-level data every time.

Sophie Kim
Sophie Kim
Data Scientist
★★★★★
4.9

Web scraping in javascript was a breeze—clean JSON for dynamic health viz tools.

Tom Bradley
Tom Bradley
JS Developer
★★★★★
5.0

Data scraping in python pipelines now ultra-reliable with Vietnam stats accuracy.

Elena Vargas
Elena Vargas
Analytics Lead
★★★★★
4.7

Scalable web crawler in node js handling massive volumes without downtime.

Marcus Lee
Marcus Lee
DevOps Engineer
★★★★★
5.0

Scraping in javascript delivers perfect datasets for Excel exports and reports.

Anna Sokolov
Anna Sokolov
BI Analyst
★★★★★
4.9

Best web scraper in python for Coronavirus data—fast, easy integration.

David Tran
David Tran
Python Developer
★★★★★
5.0

Transformed my web scraping in python workflow—accurate Coronavirus datasets in seconds, no parsing issues!

Alex Nguyen
Alex Nguyen
Data Engineer
★★★★★
4.9

Seamless web scraping in node js integration for real-time Vietnam stats dashboards. Highly recommend!

Maria Lopez
Maria Lopez
Full-Stack Developer
★★★★★
5.0

Perfect scraper in python for historical trends. Dataset quality is outstanding for research.

Dr. Raj Patel
Dr. Raj Patel
Epidemiologist
★★★★★
4.8

Fast crawler in python endpoints saved weeks of dev time on COVID monitoring apps.

Liam Chen
Liam Chen
Backend Dev
★★★★★
5.0

Effortless web scraping in r for statistical models. Precise province-level data every time.

Sophie Kim
Sophie Kim
Data Scientist
★★★★★
4.9

Web scraping in javascript was a breeze—clean JSON for dynamic health viz tools.

Tom Bradley
Tom Bradley
JS Developer
★★★★★
5.0

Data scraping in python pipelines now ultra-reliable with Vietnam stats accuracy.

Elena Vargas
Elena Vargas
Analytics Lead
★★★★★
4.7

Scalable web crawler in node js handling massive volumes without downtime.

Marcus Lee
Marcus Lee
DevOps Engineer
★★★★★
5.0

Scraping in javascript delivers perfect datasets for Excel exports and reports.

Anna Sokolov
Anna Sokolov
BI Analyst
★★★★★
4.9

Best web scraper in python for Coronavirus data—fast, easy integration.

David Tran
David Tran
Python Developer
★★★★★
5.0

Transformed my web scraping in python workflow—accurate Coronavirus datasets in seconds, no parsing issues!

Alex Nguyen
Alex Nguyen
Data Engineer
★★★★★
4.9

Seamless web scraping in node js integration for real-time Vietnam stats dashboards. Highly recommend!

Maria Lopez
Maria Lopez
Full-Stack Developer
★★★★★
5.0

Perfect scraper in python for historical trends. Dataset quality is outstanding for research.

Dr. Raj Patel
Dr. Raj Patel
Epidemiologist
★★★★★
4.8

Fast crawler in python endpoints saved weeks of dev time on COVID monitoring apps.

Liam Chen
Liam Chen
Backend Dev
★★★★★
5.0

Effortless web scraping in r for statistical models. Precise province-level data every time.

Sophie Kim
Sophie Kim
Data Scientist
★★★★★
4.9

Web scraping in javascript was a breeze—clean JSON for dynamic health viz tools.

Tom Bradley
Tom Bradley
JS Developer
★★★★★
5.0

Data scraping in python pipelines now ultra-reliable with Vietnam stats accuracy.

Elena Vargas
Elena Vargas
Analytics Lead
★★★★★
4.7

Scalable web crawler in node js handling massive volumes without downtime.

Marcus Lee
Marcus Lee
DevOps Engineer
★★★★★
5.0

Scraping in javascript delivers perfect datasets for Excel exports and reports.

Anna Sokolov
Anna Sokolov
BI Analyst
★★★★★
4.9

Best web scraper in python for Coronavirus data—fast, easy integration.

David Tran
David Tran
Python Developer
★★★★★
5.0

Transformed my web scraping in python workflow—accurate Coronavirus datasets in seconds, no parsing issues!

Alex Nguyen
Alex Nguyen
Data Engineer
★★★★★
4.9

Seamless web scraping in node js integration for real-time Vietnam stats dashboards. Highly recommend!

Maria Lopez
Maria Lopez
Full-Stack Developer
★★★★★
5.0

Perfect scraper in python for historical trends. Dataset quality is outstanding for research.

Dr. Raj Patel
Dr. Raj Patel
Epidemiologist
★★★★★
4.8

Fast crawler in python endpoints saved weeks of dev time on COVID monitoring apps.

Liam Chen
Liam Chen
Backend Dev
★★★★★
5.0

Effortless web scraping in r for statistical models. Precise province-level data every time.

Sophie Kim
Sophie Kim
Data Scientist
★★★★★
4.9

Web scraping in javascript was a breeze—clean JSON for dynamic health viz tools.

Tom Bradley
Tom Bradley
JS Developer
★★★★★
5.0

Data scraping in python pipelines now ultra-reliable with Vietnam stats accuracy.

Elena Vargas
Elena Vargas
Analytics Lead
★★★★★
4.7

Scalable web crawler in node js handling massive volumes without downtime.

Marcus Lee
Marcus Lee
DevOps Engineer
★★★★★
5.0

Scraping in javascript delivers perfect datasets for Excel exports and reports.

Anna Sokolov
Anna Sokolov
BI Analyst
★★★★★
4.9

Best web scraper in python for Coronavirus data—fast, easy integration.

David Tran
David Tran
Python Developer
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Часто задаваемые вопросы

Всё, что нужно знать о XCrawl.

How does the Coronavirus stats in Vietnam Scraper API architecture work?
Our distributed crawlers fetch public sources, parse with advanced engines, and deliver structured JSON via REST endpoints in under 2 seconds.
What factors determine the pricing model?
Pricing scales by API requests per month, data volume extracted, scrape frequency, and premium features like real-time or historical depth.
What data coverage and limitations apply?
Full coverage of daily cases, deaths, recoveries, vaccines, and provinces; limitations include source availability and no private/internal data.
Is using this scraper API legal and compliant?
We only scrape publicly available data, respecting robots.txt and terms; always verify local laws for your public data usage.
What integration support is available?
Comprehensive docs, SDKs for Python/Node.js/R, code samples, and 24/7 support for web scraping in python or other setups.

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