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Twitter Scraper (by hashtag) Scraper API

XCrawl's Twitter Scraper (by hashtag) Scraper API revolutionizes twitter scraping by enabling seamless extraction of tweets, user profiles, and engagement metrics from specific hashtags. Bypass rate limits and parsing challenges with our robust twitter scraper api, ideal for python twitter scraper scripts, twitter scraping api integrations, and high-volume twitter data scraping without IP blocks.

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What Can You Build With Twitter Scraper (by hashtag) Scraper API Scraper?

Build real-time hashtag trend trackers using our twitter hashtag scraper to monitor viral topics. Develop sentiment analysis tools with scrape twitter data for ML datasets from twitter search scraper endpoints. Create competitor intelligence dashboards via python twitter scraper for engagement metrics and threaded replies on twitter scraping platforms.

XCrawl

Real-Time Data Extraction

Access fresh twitter data scraping results instantly via RESTful endpoints, supporting async requests in python twitter scraper and Node.js for twitter scraper api workflows with JSON datasets.

XCrawl

Proxy-Rotated Scraping

Avoid bans with built-in rotating proxies in our twitter scraping tool, ensuring uninterrupted twitter web scraper operations for large-scale twitter data download and hashtag extracts.

XCrawl

Structured JSON Output

Receive clean, parseable JSON from twitter scraper python integrations, including engagement metrics, media URLs, and user bios for easy twitter dataset download and analysis.

XCrawl

Scalable API Limits

Handle millions of requests with our twitter scraping api, optimized for twitter api search and web scraping twitter at scale without downtime or throttling.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Twitter Scraper (by hashtag) Scraper API Scrapers

Access the most commonly used Twitter Scraper (by hashtag) Scraper API data types — fully structured, consistently formatted, and production-ready.

twitter hashtag scraper

Extract tweets and metadata from specific hashtags using targeted endpoints for trend analysis.

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

twitter scraper api

Full-featured REST API for scraping tweets, profiles, and replies across hashtags.

Scraping method:
  • tweet_id
  • author_id
  • bio
  • followers_count
  • engagement_rate
  • replies_count
  • quotes

python twitter scraper

Optimized endpoints for Python libraries to scrape twitter data by hashtag efficiently.

Scraping method:
  • text
  • hashtags
  • user_profile
  • verified_status
  • impressions
  • media

twitter search scraper

Scrape search results filtered by hashtags, keywords, and time ranges.

Scraping method:
  • search_query
  • rank
  • tweet_text
  • retweet_count
  • reply_thread
  • user_bios

scrape twitter data

Comprehensive data extraction including engagement and threaded comments from hashtags.

Scraping method:
  • data_id
  • content
  • likes_count
  • comments
  • user_profiles
  • videos

twitter api search

Advanced search scraping mimicking official API for hashtag-based queries.

Scraping method:
  • query
  • results
  • engagement_metrics
  • threads
  • images
  • publish_date
  • author_details

Twitter Scraper (by hashtag) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for developers building twitter scraper python tools.

  • XCrawl
    Python SDK Ready
    Use pre-built python twitter scraper libraries for quick async twitter scraping api setup.
  • XCrawl
    Custom Parameters
    Fine-tune hashtag depth, limits, and filters in twitter search scraper requests.
  • XCrawl
    JSON Webhooks
    Stream real-time scraped twitter data directly to your backend pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code twitter scraping tool operations.

  • XCrawl
    Visual Hashtag Selector
    Point-and-click to select hashtags and preview scrape twitter data results.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring twitter hashtag scraper runs without coding.
  • XCrawl
    CSV/Excel Exports
    Download twitter dataset download files instantly for analysis tools.

Code examples

Retrieve Twitter Scraper (by hashtag) 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 Scraper (by hashtag) 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

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What do our customers say?

★★★★★
5.0

This twitter scraper api transformed our hashtag analysis pipeline—fast, reliable twitter data scraping with perfect JSON datasets.

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

Integrated python twitter scraper in hours; handles twitter scraping tool challenges like a pro for our ML models.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

twitter hashtag scraper delivers real-time trends effortlessly—best twitter scraper for campaign tracking.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Scalable twitter search scraper replaced our brittle scripts; excellent scrape twitter data quality.

Emily Chen
Emily Chen
CTO
★★★★★
5.0

python twitter scraping is seamless—rich engagement metrics fuel our sentiment models perfectly.

Mike Thompson
Mike Thompson
AI Engineer
★★★★★
4.9

twitter api search endpoints provide clean datasets; no more manual twitter data download hassles.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Robust web scraping twitter with zero downtime—ideal for production twitter crawler workloads.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

twitter scraping python integration saved weeks; accurate hashtag extracts every time.

Sarah Lopez
Sarah Lopez
Analyst
★★★★★
5.0

Top-tier twitter scraper tool for datasets—highly recommend for any twitter data scraper needs.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Effortless scraping twitter data via API; detailed replies and media make it invaluable.

Rachel Green
Rachel Green
Researcher
★★★★★
5.0

This twitter scraper api transformed our hashtag analysis pipeline—fast, reliable twitter data scraping with perfect JSON datasets.

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

Integrated python twitter scraper in hours; handles twitter scraping tool challenges like a pro for our ML models.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

twitter hashtag scraper delivers real-time trends effortlessly—best twitter scraper for campaign tracking.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Scalable twitter search scraper replaced our brittle scripts; excellent scrape twitter data quality.

Emily Chen
Emily Chen
CTO
★★★★★
5.0

python twitter scraping is seamless—rich engagement metrics fuel our sentiment models perfectly.

Mike Thompson
Mike Thompson
AI Engineer
★★★★★
4.9

twitter api search endpoints provide clean datasets; no more manual twitter data download hassles.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Robust web scraping twitter with zero downtime—ideal for production twitter crawler workloads.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

twitter scraping python integration saved weeks; accurate hashtag extracts every time.

Sarah Lopez
Sarah Lopez
Analyst
★★★★★
5.0

Top-tier twitter scraper tool for datasets—highly recommend for any twitter data scraper needs.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Effortless scraping twitter data via API; detailed replies and media make it invaluable.

Rachel Green
Rachel Green
Researcher
★★★★★
5.0

This twitter scraper api transformed our hashtag analysis pipeline—fast, reliable twitter data scraping with perfect JSON datasets.

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

Integrated python twitter scraper in hours; handles twitter scraping tool challenges like a pro for our ML models.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

twitter hashtag scraper delivers real-time trends effortlessly—best twitter scraper for campaign tracking.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Scalable twitter search scraper replaced our brittle scripts; excellent scrape twitter data quality.

Emily Chen
Emily Chen
CTO
★★★★★
5.0

python twitter scraping is seamless—rich engagement metrics fuel our sentiment models perfectly.

Mike Thompson
Mike Thompson
AI Engineer
★★★★★
4.9

twitter api search endpoints provide clean datasets; no more manual twitter data download hassles.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Robust web scraping twitter with zero downtime—ideal for production twitter crawler workloads.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

twitter scraping python integration saved weeks; accurate hashtag extracts every time.

Sarah Lopez
Sarah Lopez
Analyst
★★★★★
5.0

Top-tier twitter scraper tool for datasets—highly recommend for any twitter data scraper needs.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Effortless scraping twitter data via API; detailed replies and media make it invaluable.

Rachel Green
Rachel Green
Researcher
★★★★★
5.0

This twitter scraper api transformed our hashtag analysis pipeline—fast, reliable twitter data scraping with perfect JSON datasets.

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

Integrated python twitter scraper in hours; handles twitter scraping tool challenges like a pro for our ML models.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

twitter hashtag scraper delivers real-time trends effortlessly—best twitter scraper for campaign tracking.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Scalable twitter search scraper replaced our brittle scripts; excellent scrape twitter data quality.

Emily Chen
Emily Chen
CTO
★★★★★
5.0

python twitter scraping is seamless—rich engagement metrics fuel our sentiment models perfectly.

Mike Thompson
Mike Thompson
AI Engineer
★★★★★
4.9

twitter api search endpoints provide clean datasets; no more manual twitter data download hassles.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Robust web scraping twitter with zero downtime—ideal for production twitter crawler workloads.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

twitter scraping python integration saved weeks; accurate hashtag extracts every time.

Sarah Lopez
Sarah Lopez
Analyst
★★★★★
5.0

Top-tier twitter scraper tool for datasets—highly recommend for any twitter data scraper needs.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Effortless scraping twitter data via API; detailed replies and media make it invaluable.

Rachel Green
Rachel Green
Researcher
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 Twitter Scraper (by hashtag) API work?
Send POST requests with hashtag parameters to our endpoints; receive structured JSON with tweets, profiles, and metrics parsed from public pages via headless browsers.
What is the pricing model?
Pay-per-successful-record model based on data volume, request concurrency, and premium features like custom scheduling or higher proxy pools.
What data coverage and limitations apply?
Covers public tweets, hashtags, user bios, engagement metrics, media, and replies; limited to non-private content, with rate caps to mimic human behavior.
Is using this scraper legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible; users must ensure compliance with platform policies and local laws.
What integration support is available?
SDKs for Python, Node.js; full docs, code samples for twitter scraper api, and Slack support for custom twitter scraping python setups.

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