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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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What Can You Build With 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.

XCrawl

99% Uptime Reliability

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

XCrawl

Scalable Extraction

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

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Coronavirus stats in Vietnam Scraper API Scrapers

Access the most commonly used Coronavirus stats in Vietnam Scraper API data types — fully structured, consistently formatted, and production-ready.

web scraping in python

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

Scraping method:
  • 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.

Scraping method:
  • 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.

Scraping method:
  • 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.

Scraping method:
  • 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.

Scraping method:
  • 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.

Scraping method:
  • region
  • cases_per_million
  • death_rate
  • recovery_rate
  • vaccine_coverage
  • active_per_capita

Coronavirus stats in Vietnam Scraper API crawling methods

XCrawl

API Scraping (For Developers)

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 Scraping (For Ops & Growth Teams)

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.

Code examples

Retrieve Coronavirus stats in Vietnam Scraper API posts and author information in seconds with a simple API call.

Input
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\"}"
Output
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":[
],
},
},
},
],
},

How the Coronavirus stats in Vietnam Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

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What do our customers say?

★★★★★
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
ISO 27001
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CDPR
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about 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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