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XCrawlРешенияTwitter/x Hashtag Scraper: Support Sentiment&tone Analyzer Scraper API

Twitter/x Hashtag Scraper: Support Sentiment&tone Analyzer Scraper API

The Twitter/X Hashtag Scraper: Support Sentiment & Tone Analyzer Scraper API empowers developers to harvest public Twitter/X data effortlessly. This API delivers structured JSON with posts, user profiles, comments, engagement metrics, and advanced sentiment analysis. Bypass restrictions using rotating proxies and headless browsers for reliable, scalable scraping without authentication hassles.

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Что можно построить с помощью Twitter/x Hashtag Scraper: Support Sentiment&tone Analyzer Scraper API Scraper?

Build sentiment-driven marketing dashboards with the Twitter/X Hashtag Scraper to analyze public opinion on trends. Create competitive intelligence tools by scraping Twitter search results and hashtag extracts for real-time insights. Develop social listening platforms using Python Twitter scraper capabilities to track engagement metrics and threaded replies across viral campaigns.

XCrawl

Real-Time Hashtag Extraction

Capture live Twitter/X hashtag data including posts, media URLs, and comments in structured JSON format for instant analysis and integration.

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Sentiment & Tone Analysis

Built-in analyzer processes scraped datasets to provide sentiment scores, tone detection, and engagement metrics without additional tools.

XCrawl

Python & API Integration

Seamless Python Twitter API compatibility with async requests, supporting high-volume scraping of search results and user profiles.

XCrawl

Anti-Blocking Proxies

Enterprise-grade proxies and browser fingerprinting ensure uninterrupted crawling of Twitter data, even for large-scale hashtag scrapers.

Доверие дата-ориентированных команд по всему миру

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

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Доступные Twitter/x Hashtag Scraper: Support Sentiment&tone Analyzer Scraper API скраперы

Получайте самые востребованные типы данных Twitter/x Hashtag Scraper: Support Sentiment&tone Analyzer Scraper API — всегда структурированные, единообразные и готовы к работе.

twitter hashtag scraper

Extracts posts, replies, and media from specific Twitter/X hashtags with full threading support.

Метод скрапинга:
  • hashtag
  • post_text
  • user_handle
  • engagement_metrics
  • media_urls
  • timestamp
  • reply_count

twitter scraper api

RESTful API endpoint for scraping public Twitter/X timelines, profiles, and search results.

Метод скрапинга:
  • user_profiles
  • bios
  • post_id
  • likes
  • retweets
  • replies
  • views

python twitter scraper

Optimized for Python scripts to crawl Twitter data including advanced search and hashtag trends.

Метод скрапинга:
  • search_query
  • results
  • sentiment_score
  • tone_analysis
  • user_id
  • follower_count
  • post_url

twitter search api

Advanced Twitter search scraper pulling keyword-based results with pagination and filters.

Метод скрапинга:
  • query
  • ranking
  • post_content
  • author
  • publish_date
  • hashtags
  • geo_location

twitter sentiment api

Combines scraping with sentiment & tone analyzer for processed Twitter datasets.

Метод скрапинга:
  • sentiment_label
  • confidence_score
  • tone_category
  • post_text
  • emotions
  • subjectivity

scrape twitter data

Comprehensive downloader for Twitter datasets including comments, media, and engagement stats.

Метод скрапинга:
  • threaded_replies
  • media_urls
  • engagement_metrics
  • user_bios
  • pricing_history
  • seller_info

Методы обхода Twitter/x Hashtag Scraper: Support Sentiment&tone Analyzer Scraper API

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API-скрапинг (для разработчиков)

Integrate via simple REST API calls for programmatic access to Twitter/X scraping endpoints.

  • XCrawl
    Python Twitter API
    Use Python Twitter scraper libraries with async endpoints for high-speed data extraction and JSON parsing.
  • XCrawl
    Node.js Compatibility
    Leverage Node.js for scalable Twitter crawling with promise-based requests and proxy rotation.
  • XCrawl
    Custom Parameters
    Fine-tune hashtag searches, sentiment analysis, and output formats via query parameters.
XCrawl

No-code скрапинг (для Ops и growth команд)

Use the intuitive dashboard for visual Twitter/X scraping without writing code.

  • XCrawl
    Visual Hashtag Selection
    Point-and-click interface to select hashtags, time ranges, and data fields for instant previews.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing Twitter data collection with email alerts on completion.
  • XCrawl
    CSV/JSON Export
    Download scraped datasets directly in CSV, Excel, or JSON for easy analysis in tools like Tableau.

Примеры кода

Получайте публикации Twitter/x Hashtag Scraper: Support Sentiment&tone Analyzer 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 Twitter/x Hashtag Scraper: Support Sentiment&tone Analyzer 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.

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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
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Мы принимаем такие способы оплаты:XCrawl ...

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
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Youtube Search Scraper API

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Tiktok Video & Comment Scraper API

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Reed.co.uk Scraper API

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Что говорят наши клиенты?

5.0

The Twitter hashtag scraper transformed our sentiment analysis pipeline. Fast scraping and accurate tone detection saved us weeks of development.

Alex Rivera
Alex Rivera
Data Scientist
4.9

Best Twitter scraper API for real-time hashtag data. Easy Python integration and reliable proxies for daily social listening.

Jordan Lee
Jordan Lee
Growth Marketer
5.0

Python Twitter scraper works flawlessly. Structured JSON datasets with engagement metrics boosted our monitoring tool.

Sam Patel
Sam Patel
Backend Developer
4.8

Twitter search scraper delivers precise results without blocks. Sentiment API integration is a game-changer for reports.

Emily Chen
Emily Chen
Analytics Lead
4.9

Scraping Twitter data has never been easier. High-quality datasets and no auth issues—highly recommend this scraper.

Mike Thompson
Mike Thompson
CTO
5.0

Twitter scraper tool with sentiment analyzer exceeded expectations. Quick setup and scalable for our campaigns.

Lisa Wong
Lisa Wong
Product Manager
4.7

Excellent for Python scrape Twitter workflows. Threaded replies and media URLs in clean JSON format.

David Kim
David Kim
ML Engineer
5.0

Twitter crawling made simple. Sentiment & tone insights from hashtags are spot-on for trend tracking.

Sarah Novak
Sarah Novak
Social Media Analyst
4.9

Robust Twitter API scraper bypasses limits effortlessly. Dataset quality is top-tier for our pipelines.

Raj Singh
Raj Singh
DevOps Engineer
4.8

Downloaded Twitter datasets with precise engagement metrics. The hashtag scraper is indispensable for studies.

Anna Morales
Anna Morales
Researcher
5.0

The Twitter hashtag scraper transformed our sentiment analysis pipeline. Fast scraping and accurate tone detection saved us weeks of development.

Alex Rivera
Alex Rivera
Data Scientist
4.9

Best Twitter scraper API for real-time hashtag data. Easy Python integration and reliable proxies for daily social listening.

Jordan Lee
Jordan Lee
Growth Marketer
5.0

Python Twitter scraper works flawlessly. Structured JSON datasets with engagement metrics boosted our monitoring tool.

Sam Patel
Sam Patel
Backend Developer
4.8

Twitter search scraper delivers precise results without blocks. Sentiment API integration is a game-changer for reports.

Emily Chen
Emily Chen
Analytics Lead
4.9

Scraping Twitter data has never been easier. High-quality datasets and no auth issues—highly recommend this scraper.

Mike Thompson
Mike Thompson
CTO
5.0

Twitter scraper tool with sentiment analyzer exceeded expectations. Quick setup and scalable for our campaigns.

Lisa Wong
Lisa Wong
Product Manager
4.7

Excellent for Python scrape Twitter workflows. Threaded replies and media URLs in clean JSON format.

David Kim
David Kim
ML Engineer
5.0

Twitter crawling made simple. Sentiment & tone insights from hashtags are spot-on for trend tracking.

Sarah Novak
Sarah Novak
Social Media Analyst
4.9

Robust Twitter API scraper bypasses limits effortlessly. Dataset quality is top-tier for our pipelines.

Raj Singh
Raj Singh
DevOps Engineer
4.8

Downloaded Twitter datasets with precise engagement metrics. The hashtag scraper is indispensable for studies.

Anna Morales
Anna Morales
Researcher
5.0

The Twitter hashtag scraper transformed our sentiment analysis pipeline. Fast scraping and accurate tone detection saved us weeks of development.

Alex Rivera
Alex Rivera
Data Scientist
4.9

Best Twitter scraper API for real-time hashtag data. Easy Python integration and reliable proxies for daily social listening.

Jordan Lee
Jordan Lee
Growth Marketer
5.0

Python Twitter scraper works flawlessly. Structured JSON datasets with engagement metrics boosted our monitoring tool.

Sam Patel
Sam Patel
Backend Developer
4.8

Twitter search scraper delivers precise results without blocks. Sentiment API integration is a game-changer for reports.

Emily Chen
Emily Chen
Analytics Lead
4.9

Scraping Twitter data has never been easier. High-quality datasets and no auth issues—highly recommend this scraper.

Mike Thompson
Mike Thompson
CTO
5.0

Twitter scraper tool with sentiment analyzer exceeded expectations. Quick setup and scalable for our campaigns.

Lisa Wong
Lisa Wong
Product Manager
4.7

Excellent for Python scrape Twitter workflows. Threaded replies and media URLs in clean JSON format.

David Kim
David Kim
ML Engineer
5.0

Twitter crawling made simple. Sentiment & tone insights from hashtags are spot-on for trend tracking.

Sarah Novak
Sarah Novak
Social Media Analyst
4.9

Robust Twitter API scraper bypasses limits effortlessly. Dataset quality is top-tier for our pipelines.

Raj Singh
Raj Singh
DevOps Engineer
4.8

Downloaded Twitter datasets with precise engagement metrics. The hashtag scraper is indispensable for studies.

Anna Morales
Anna Morales
Researcher
5.0

The Twitter hashtag scraper transformed our sentiment analysis pipeline. Fast scraping and accurate tone detection saved us weeks of development.

Alex Rivera
Alex Rivera
Data Scientist
4.9

Best Twitter scraper API for real-time hashtag data. Easy Python integration and reliable proxies for daily social listening.

Jordan Lee
Jordan Lee
Growth Marketer
5.0

Python Twitter scraper works flawlessly. Structured JSON datasets with engagement metrics boosted our monitoring tool.

Sam Patel
Sam Patel
Backend Developer
4.8

Twitter search scraper delivers precise results without blocks. Sentiment API integration is a game-changer for reports.

Emily Chen
Emily Chen
Analytics Lead
4.9

Scraping Twitter data has never been easier. High-quality datasets and no auth issues—highly recommend this scraper.

Mike Thompson
Mike Thompson
CTO
5.0

Twitter scraper tool with sentiment analyzer exceeded expectations. Quick setup and scalable for our campaigns.

Lisa Wong
Lisa Wong
Product Manager
4.7

Excellent for Python scrape Twitter workflows. Threaded replies and media URLs in clean JSON format.

David Kim
David Kim
ML Engineer
5.0

Twitter crawling made simple. Sentiment & tone insights from hashtags are spot-on for trend tracking.

Sarah Novak
Sarah Novak
Social Media Analyst
4.9

Robust Twitter API scraper bypasses limits effortlessly. Dataset quality is top-tier for our pipelines.

Raj Singh
Raj Singh
DevOps Engineer
4.8

Downloaded Twitter datasets with precise engagement metrics. The hashtag scraper is indispensable for studies.

Anna Morales
Anna Morales
Researcher
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Часто задаваемые вопросы

Всё, что нужно знать о XCrawl.

How does the Twitter/X Hashtag Scraper: Support Sentiment & Tone Analyzer Scraper API architecture work?
It uses distributed headless browsers with proxy pools to render JavaScript-heavy Twitter pages, extracting data into JSON via structured parsers for hashtags, posts, and analysis.
What is the pricing model for Twitter/X Hashtag Scraper: Support Sentiment & Tone Analyzer Scraper API?
Pay-per-result CPM starting at $0.001 per record, scaled by volume. Factors include data volume, sentiment processing, and compute usage—no subscriptions required.
What data coverage and limitations apply to Twitter/X Hashtag Scraper: Support Sentiment & Tone Analyzer Scraper API?
Covers public hashtags, search results, profiles, and real-time posts. Rate limits mimic human behavior; private/protected content excluded for compliance.
Is using Twitter/X Hashtag Scraper: Support Sentiment & Tone Analyzer Scraper API legal and compliant?
Yes, it scrapes only public data per Twitter/X terms, using ethical methods without logins. Focuses on publicly available information for research and analysis.
How to integrate Twitter/X Hashtag Scraper: Support Sentiment & Tone Analyzer Scraper API with Python or Node.js?
Send POST requests to endpoints with API keys. Python examples via requests library; Node.js with axios. Full SDKs and docs for quick Python Twitter scraper setup.

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