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Twitter/X Comment Scraper

🚀 Twitter/X Comment Scraper is an advanced Apify Actor designed to scrape Twitter/X Comment data from tweet URLs using browser automation. This tool provides comprehensive Twitter/X Comment information, including comment texts, user details, timestamps, and engagement metrics like likes and retweets. Whether you're analyzing Twitter/X Comment sentiment, conducting social media research, or monitoring Twitter/X Comment trends, the Twitter/X Comment Scraper delivers detailed Twitter/X Comment data efficiently.

With browser-based scraping using , the Twitter/X Comment Scraper ensures accurate extraction of dynamic Twitter/X Comment content that may not be available through simple API calls. It focuses on key Twitter/X Comment metrics like user profiles and engagement data, making it an essential tool for Twitter/X Comment analysis and social media research.

🔥 Features

• Comprehensive Twitter/X Comment Extraction – Scrapes detailed Twitter/X Comment data, including comment texts, user information, timestamps, and engagement metrics for any tweet URL.
• Browser Automation – Uses for headless browser navigation to access fully loaded Twitter/X Comment sections.
• Advanced Comment Loading – Scrolls and waits to load more Twitter/X Comment content for complete extraction.
• API Response Parsing – Intercepts Twitter/X Comment data from GraphQL API responses for accurate Twitter/X Comment retrieval.
• Batch Processing – Processes multiple tweet URLs in a single run for efficient Twitter/X Comment data collection.
• Residential Proxy Support – Utilizes Apify's residential proxies to bypass restrictions and ensure high success rates for Twitter/X Comment scraping.
• Error Handling – Robust logging and fallback mechanisms for failed Twitter/X Comment scrapes.
• Dataset Integration – Automatically uploads Twitter/X Comment data to your Apify dataset for easy export and analysis.

⚙️ How It Works

The Twitter/X Comment Scraper takes a tweet URL as input and uses to launch a headless browser, navigate to the URL, and intercept Twitter/X Comment data from API responses. It performs scrolling actions to load more Twitter/X Comment content, then parses the data to extract comment texts, user profiles, and engagement metrics. The scraper returns structured Twitter/X Comment data on success or error details on failure, providing a reliable way to gather Twitter/X Comment for research and analysis.

Key Processing Steps:

1. URL Validation – Parse and validate tweet URL
2. Browser Launch – Initialize headless browser
3. Page Navigation – Navigate to tweet URL
4. API Interception – Intercept GraphQL API responses
5. Comment Loading – Scroll and load more comments
6. Data Extraction – Parse comment text, user info, metrics
7. Data Compilation – Aggregate comment data
8. Export – Push results to dataset in JSON format

Key benefits for Twitter/X Comment analysis:

• Access Twitter/X Comment data including user profiles and engagement metrics.
• Analyze Twitter/X Comment sentiment and trends.
• Build Twitter/X Comment databases for social media research.
• Track engagement patterns and user responses.
• Monitor conversation trends and topics.

📥 Input

The scraper accepts the following input parameters:

Example input JSON:

{
"tweetUrl":"https://x.com/example/status/123456789",
"useApifyProxy":true,
"apifyProxyGroups":["RESIDENTIAL"]
}

📤 Output

The scraper outputs detailed Twitter/X Comment data in JSON format for each comment. Each record includes:

User Object Fields:

Date Object Fields:

Stats Object Fields:

Example output for Twitter/X Comment:

{
"id":"1234567890",
"text":"This is a great example comment!",
"user":{
"username":"example_user",
"fullName":"Example User",
"followers":1500,
"verified": True 
},
"date":{
"formatted":"2025-02-14 12:00:00",
"initial":"Fri Feb 14 12:00:00 +0000 2025"
},
"stats":{
"likes":25,
"retweets":5,
"replies":3
},
"replyTo":null
}

Example error response:

{
"tweetUrl":"https://x.com/invalid/status/invalid",
"no_comments_found":true,
"error":"Tweet URL not accessible or has no comments",
"scraped_at":"2025-02-14T12:00:00Z"
}

🧰 Technical Stack

• API Interception: GraphQL API response parsing
• Data Parsing: JSON parsing and data extraction
• Proxy Support: Apify Proxy with RESIDENTIAL support for reliability
• Platform: Apify Actor – serverless, scalable, integrated with Dataset and Key‑Value Store
• Deployment: One‑click run on Apify Console or via REST API

🎯 Use Cases

• Sentiment Analysis – Analyze comment sentiment and emotional tone.
• Trend Analysis – Identify trending topics and discussions.
• Social Media Research – Conduct comprehensive social media research.
• Engagement Analysis – Analyze engagement patterns and user interactions.
• Competitive Analysis – Research competitor tweets and community responses.
• Brand Monitoring – Monitor brand mentions and sentiment in comments.
• Influencer Analysis – Analyze influencer engagement and audience responses.
• Crisis Management – Monitor and track crisis-related comments and sentiment.
• Market Research – Research market reactions and consumer feedback.
• User Research – Understand user opinions and preferences.
• Content Analysis – Analyze what types of content generate engagement.
• Academic Research – Collect Twitter/X comment data for research studies.
• Dataset Building – Build comment databases for machine learning.
• Customer Feedback – Gather customer feedback and responses.

🚀 Quick Start

1. Open in Apify Console – visit the Actor page and click Try for free.
2. Enter tweet URL – provide a Twitter/X tweet URL with comments.
3. Enable proxies – enabled by default for reliable scraping.
4. Click Start – the Actor will scrape tweet comments using browser automation.
5. View Results – check the dataset for extracted comment data.
6. Analyze Comments – examine user details, engagement metrics, timestamps.
7. Export Data – download the results as JSON, CSV, or Excel.

💎 Why This Scraper?

📦 Changelog

v1.0.0 (February 2025)

• Initial release of Twitter/X Comment Scraper
• Browser automation with for comment extraction
• GraphQL API response interception for accurate data
• Comment text, user profile, and engagement metric extraction
• Dynamic comment loading through scrolling
• Batch processing for multiple tweet URLs
• Residential proxy support for reliability
• Verified user status detection
• Timestamp extraction and formatting
• Engagement metrics (likes, retweets, replies)
• Reply-to relationship tracking
• Error handling with detailed error messages
• Automatic dataset integration
• Full Apify Actor integration

🧑‍💻 Support & Feedback

• Issues & Ideas: Open a ticket on the Apify Actor issue tracker
• Documentation: Visit Apify Docs for comprehensive platform guides
• Community: Join the Apify community forum for discussions and support
• Bug Reports: Submit detailed bug reports through the issue tracker
• Feature Requests: Suggest new features to improve the scraper

💰 Pricing

• Free for basic usage on Apify platform
• Paid plans available for higher limits and priority support
• Proxy credits consumed based on residential proxy usage

📄 License & Legal

Terms of Use:

• Scrape Twitter/X comments for legitimate research and analysis
• Respect Twitter/X's Terms of Service
• Don't republish comments without proper attribution
• Comply with applicable laws and regulations
• Respect copyright and intellectual property rights

Disclaimer: Twitter/X Comment Scraper is provided as-is for research and analysis purposes. Users are responsible for ensuring their usage complies with Twitter/X's policies and applicable laws.

🎉 Get Started Today

Begin scraping Twitter/X comments now!

Use Twitter/X Comment Scraper for:

• 💬 Comment Analysis
• 📊 Sentiment Research
• 🔍 Social Listening
• 📈 Engagement Tracking
• 🎯 Trend Analysis

Perfect for:

• Social Media Researchers
• Sentiment Analysts
• Brand Monitors
• Content Strategists
• Analysts

Last Updated: February 2025
Version: 1.0.0
Status: Active Development
Support: 24/7 Customer Support Available
Platform: Apify

📚 Related Tools

For comprehensive Twitter/X analysis and research, explore our full suite of tools:

• Twitter/X Tweet Scraper
• Twitter/X Video Downloader
• All-in-One Media Downloader
• YouTube Comment Scraper
• TikTok Comments Scraper