XCrawlGet started in 30 seconds.No credit card required. Explore everything for freeStart Free Trial

Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025 Scraper API

XCrawl's Twitter/X Hashtag Scraper API revolutionizes twitter scraping with seamless hashtag extraction and built-in sentiment & tone analyzer for 2025. Bypass twitter api rate limits, avoid IP blocks, and parse complex twitter data effortlessly using our twitter scraper api—no more manual twitter scraping hassles with python twitter scraper scripts.

Start free trial
Contact Sales

What Can You Build With Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025 Scraper API Scraper?

Monitor brand sentiment across hashtags with our twitter sentiment api for real-time tone analysis. Build competitive intelligence tools by scraping twitter search results and advanced twitter search queries. Create rich twitter datasets for ML training using twitter scraper python integrations, downloading twitter data like engagement metrics and threaded replies.

XCrawl

Real-time JSON Output

Receive structured twitter data scraping results in clean JSON, ideal for python twitter api pipelines, dashboards, and high-volume twitter dataset downloads.

XCrawl

Built-in Sentiment Analyzer

Advanced NLP processes scraped tweets for sentiment scores, tone detection, and emotion insights, enhancing twitter scraper tool capabilities beyond basic extraction.

XCrawl

Rate Limit Bypass

Unlimited scraping without twitter api caps; smart proxies and delays ensure reliable twitter web scraping for continuous hashtag monitoring.

XCrawl

Python-Native Integration

Plug-and-play with twitter scraper python libraries, supporting async requests for scalable twitter scraping api workflows and custom crawlers.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025 Scraper API Scrapers

Access the most commonly used Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025 Scraper API data types — fully structured, consistently formatted, and production-ready.

twitter hashtag scraper

Extracts tweets by specific hashtags with full text, media, replies, and sentiment analysis for trend tracking.

Scraping method:
  • hashtag
  • tweet_id
  • text
  • user_handle
  • media_urls
  • likes
  • retweets
  • sentiment_score

twitter scraper api

RESTful endpoints for comprehensive twitter data scraping including profiles, posts, and engagement metrics.

Scraping method:
  • user_id
  • bio
  • followers_count
  • tweets
  • engagement_rate
  • reply_count
  • timestamp

python twitter scraper

Optimized for python twitter scraping scripts with sample code for quick hashtag and search data extraction.

Scraping method:
  • query
  • results_json
  • scrape_time
  • error_log
  • batch_id
  • sentiment_polarity

twitter search scraper

Scrapes advanced twitter search and hashtag results with threaded replies and real-time metrics.

Scraping method:
  • search_query
  • tweet_text
  • thread_id
  • comments
  • views
  • tone_analysis
  • publish_date

twitter scraping api

High-volume twitter crawler api delivering json datasets from hashtags, users, and media downloader features.

Scraping method:
  • profile_url
  • post_images
  • video_urls
  • shares
  • favorites
  • user_bio

hashtag scraper

Focused hashtag extracts with sentiment api integration for twitter data analysis and visualization.

Scraping method:
  • hashtag_name
  • top_tweets
  • engagement_metrics
  • emotion_tags
  • reply_threads
  • media_count

Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025 Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our twitter scraper api via REST endpoints in Python, Node.js, or any HTTP client for automated twitter data scraping.

  • XCrawl
    Python SDK Ready
    Install via pip for instant twitter scraper python access, with methods for hashtag queries and sentiment parsing.
  • XCrawl
    Async High-Throughput
    Support for concurrent requests in python twitter scraper workflows, scaling to thousands of tweets per minute.
  • XCrawl
    Custom Webhooks
    Push scraped twitter datasets directly to your server for real-time processing and alerts.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage the no-code dashboard for visual twitter hashtag scraper setup without programming.

  • XCrawl
    Visual Query Builder
    Drag-and-drop hashtags, filters, and sentiment options for effortless scrape twitter configurations.
  • XCrawl
    Scheduled Scraping
    Automate daily or hourly twitter data downloads with cron-like scheduling and notifications.
  • XCrawl
    Multi-Format Export
    Download twitter scraping results as CSV, JSON, or Excel for immediate analysis and sharing.

Code examples

Retrieve Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025 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 Twitter/X Hashtag Scraper: Support Sentiment&Tone Analyzer 2025 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.

Contact Sales
We Provide Enterprise-Level Customization

Explore more solutions

U
Upwork Job Extractor ⚡ Scraper API

Unlock Upwork's job market with the Upwork Job Extractor ⚡ Scraper API, your ultimate job scraper for scraping job sites like Upwork. Effortlessly extract job listings, client details, and skills data via a robust job web scraper API. Bypass parsing complexities and IP blocks for reliable job scraping and data extraction jobs.

Learn More
Y
Youtube Search Scraper API

Unlock powerful YouTube data with the Youtube Search Scraper API, a robust youtube scraper designed for backend developers. Effortlessly scrape youtube search results, channel details, and video metadata without dealing with rate limits, IP blocks, or complex parsing. Get clean JSON from youtube scraping api endpoints for real-time insights.

Learn More
T
TikTok Trends Scraper API

XCrawl's TikTok Trends Scraper API empowers developers to scrape tiktok data effortlessly, bypassing complex parsing and rate limits. Ideal for tiktok scraper python projects, tiktok video scraper needs, and tiktok trends api integrations, it delivers structured JSON from trends, videos, and user profiles without IP blocks or CAPTCHAs.

Learn More
T
TikTok Video & Comment Scraper API

Unlock TikTok's vast data ecosystem with XCrawl's TikTok Video & Comment Scraper API. Effortlessly scrape TikTok data including videos, comments, and engagement metrics without hassle from IP blocks or parsing complexities. Our robust tiktok scraper delivers clean JSON via simple REST endpoints, perfect for tiktok api python integrations and high-volume tiktok data scraping.

Learn More
R
Reed.co.uk Scraper API

XCrawl's Reed.co.uk Scraper API delivers premier web scraping services uk for extracting structured api data uk from the UK's top job board. Bypass CAPTCHAs, evade IP blocks, and parse complex pages effortlessly to access job listings, candidate profiles, and employer details in clean JSON format via simple REST calls.

Learn More
F
Fast LinkedIn Jobs Scraper API

Unlock the power of our Fast LinkedIn Jobs Scraper API, the ultimate linkedin scraper and linkedin jobs scraper designed for backend developers. Effortlessly scrape linkedin jobs, bypass rate limits, and extract structured JSON data from linkedin scraping without worrying about IP blocks or complex parsing. Perfect for linkedin scraper python integrations and high-volume linkedin data extraction.

Learn More

What do our customers say?

★★★★★
5.0

Transformed our social listening with the twitter hashtag scraper—sentiment analysis is spot-on, and python integration was seamless.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Best twitter scraper api for high-volume scraping; no more rate limits, and the json datasets are perfect for ML pipelines.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Easily built trend trackers using twitter search scraper—fast, reliable, and the tone analyzer adds huge value.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
4.8

Python twitter scraper saved weeks of dev time; accurate twitter data scraping with zero bans.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.9

Downloaded massive twitter datasets for campaigns—twitter scraping tool with sentiment is a game-changer.

Emma Patel
Emma Patel
Growth Hacker
★★★★★
5.0

Outstanding twitter scraping api; sentiment scores rival premium services, easy to scale with async python.

David Wong
David Wong
AI Researcher
★★★★★
4.7

Quick setup for hashtag monitoring—reliable twitter web scraper for real-time competitive intel.

Lisa Garcia
Lisa Garcia
Product Manager
★★★★★
5.0

Love the twitter scraper python support; clean data fields and fast hashtag extracts every time.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.9

No-code dashboard made scrape twitter painless; exports are rich with engagement metrics.

Nina Voss
Nina Voss
Social Media Strategist
★★★★★
4.8

Enterprise-grade twitter data scraper—bypasses all limits, sentiment api boosts our analytics stack.

Tom Reilly
Tom Reilly
CTO
★★★★★
5.0

Transformed our social listening with the twitter hashtag scraper—sentiment analysis is spot-on, and python integration was seamless.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Best twitter scraper api for high-volume scraping; no more rate limits, and the json datasets are perfect for ML pipelines.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Easily built trend trackers using twitter search scraper—fast, reliable, and the tone analyzer adds huge value.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
4.8

Python twitter scraper saved weeks of dev time; accurate twitter data scraping with zero bans.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.9

Downloaded massive twitter datasets for campaigns—twitter scraping tool with sentiment is a game-changer.

Emma Patel
Emma Patel
Growth Hacker
★★★★★
5.0

Outstanding twitter scraping api; sentiment scores rival premium services, easy to scale with async python.

David Wong
David Wong
AI Researcher
★★★★★
4.7

Quick setup for hashtag monitoring—reliable twitter web scraper for real-time competitive intel.

Lisa Garcia
Lisa Garcia
Product Manager
★★★★★
5.0

Love the twitter scraper python support; clean data fields and fast hashtag extracts every time.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.9

No-code dashboard made scrape twitter painless; exports are rich with engagement metrics.

Nina Voss
Nina Voss
Social Media Strategist
★★★★★
4.8

Enterprise-grade twitter data scraper—bypasses all limits, sentiment api boosts our analytics stack.

Tom Reilly
Tom Reilly
CTO
★★★★★
5.0

Transformed our social listening with the twitter hashtag scraper—sentiment analysis is spot-on, and python integration was seamless.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Best twitter scraper api for high-volume scraping; no more rate limits, and the json datasets are perfect for ML pipelines.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Easily built trend trackers using twitter search scraper—fast, reliable, and the tone analyzer adds huge value.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
4.8

Python twitter scraper saved weeks of dev time; accurate twitter data scraping with zero bans.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.9

Downloaded massive twitter datasets for campaigns—twitter scraping tool with sentiment is a game-changer.

Emma Patel
Emma Patel
Growth Hacker
★★★★★
5.0

Outstanding twitter scraping api; sentiment scores rival premium services, easy to scale with async python.

David Wong
David Wong
AI Researcher
★★★★★
4.7

Quick setup for hashtag monitoring—reliable twitter web scraper for real-time competitive intel.

Lisa Garcia
Lisa Garcia
Product Manager
★★★★★
5.0

Love the twitter scraper python support; clean data fields and fast hashtag extracts every time.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.9

No-code dashboard made scrape twitter painless; exports are rich with engagement metrics.

Nina Voss
Nina Voss
Social Media Strategist
★★★★★
4.8

Enterprise-grade twitter data scraper—bypasses all limits, sentiment api boosts our analytics stack.

Tom Reilly
Tom Reilly
CTO
★★★★★
5.0

Transformed our social listening with the twitter hashtag scraper—sentiment analysis is spot-on, and python integration was seamless.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Best twitter scraper api for high-volume scraping; no more rate limits, and the json datasets are perfect for ML pipelines.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Easily built trend trackers using twitter search scraper—fast, reliable, and the tone analyzer adds huge value.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
4.8

Python twitter scraper saved weeks of dev time; accurate twitter data scraping with zero bans.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.9

Downloaded massive twitter datasets for campaigns—twitter scraping tool with sentiment is a game-changer.

Emma Patel
Emma Patel
Growth Hacker
★★★★★
5.0

Outstanding twitter scraping api; sentiment scores rival premium services, easy to scale with async python.

David Wong
David Wong
AI Researcher
★★★★★
4.7

Quick setup for hashtag monitoring—reliable twitter web scraper for real-time competitive intel.

Lisa Garcia
Lisa Garcia
Product Manager
★★★★★
5.0

Love the twitter scraper python support; clean data fields and fast hashtag extracts every time.

Raj Singh
Raj Singh
Full-Stack Dev
★★★★★
4.9

No-code dashboard made scrape twitter painless; exports are rich with engagement metrics.

Nina Voss
Nina Voss
Social Media Strategist
★★★★★
4.8

Enterprise-grade twitter data scraper—bypasses all limits, sentiment api boosts our analytics stack.

Tom Reilly
Tom Reilly
CTO
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the Twitter/X Hashtag Scraper API work?
Submit hashtag queries via REST API or dashboard; our crawlers fetch public tweets, parse with JS rendering, and apply sentiment analysis for instant JSON delivery.
What factors determine pricing?
Plans scale by monthly requests, data volume scraped, concurrent scrapers, and add-ons like advanced sentiment or priority support.
What Twitter data is covered and are there limitations?
Public hashtags, posts, profiles, media, replies, and engagement; no private/logged-in content, rate-limited by platform changes.
Is using this Twitter scraper legal and compliant?
Strictly scrapes public data only; users must comply with Twitter/X terms, robots.txt, and local laws—we provide ethical tools.
What integration support is available?
Comprehensive docs, Python/JS SDKs, Postman collections, webhook guides, and live chat for twitter scraper api setups.

Get the data you need.

Let us handle the data collection while you focus on your work.

Start for Free