10 Best Twitter Scraper Tools in 2025 – Extract Tweets & Data Easily

Twitter, now known as X, remains one of the most valuable platforms for real-time data analysis. Whether you're a marketer, researcher, or developer, scraping Twitter data can provide deep insights into trends, user sentiment, and market behavior.

In this article, we'll explore the top 10 Twitter scraper tools in 2025, including Mapsscraper.ai, an AI-powered tool that revolutionizes Twitter data extraction.

What is a Twitter Scraper?

A Twitter scraper is a software tool that automates the process of extracting data from Twitter. This includes tweets, user profiles, hashtags, engagement metrics, and more. Unlike Twitter's official API, scrapers often provide more flexibility, allowing users to gather real-time and historical data without limitations.

Why Do You Need a Twitter Scraper?

Scraping Twitter data is essential for businesses, analysts, and developers who need:

• Market Research – Analyze industry trends, customer behavior, and emerging topics.
• Sentiment Analysis – Track public opinion on products, services, or social issues.
• Competitor Monitoring – Keep an eye on competitors' Twitter strategies and engagement.
• Lead Generation – Identify potential customers based on engagement with certain topics.
• Brand Reputation Management – Detect mentions of your brand and respond proactively.
• News and Event Tracking – Aggregate breaking news and trending topics.

Best 10 Twitter Scraper Tools in 2025

1. Mapsscraper.ai – AI-Powered Twitter Data Extraction

Mapsscraper.ai is an advanced AI-driven Twitter scraper that simplifies data extraction with high accuracy. It provides real-time and historical Twitter data while bypassing API rate limits and CAPTCHAs.

✅ Key Features:

• No-code AI scraping with instant setup.
• Extracts tweets, likes, retweets, followers, and more.
• Avoids bans using intelligent proxy rotation.
• Download data in multiple formats (CSV, JSON, Excel).
• Supports custom filters to extract niche-specific content.

💰 Pricing: Flexible plans, starting from $49/month.

2. Apify

A powerful scraping platform that extracts structured Twitter data for analysis.

✅ Key Features:

• Ready-made Twitter actors for different scraping scenarios
• Seamless integration with other platforms via APIs
• Customizable workflows for specific data collection needs
• Smart proxies to avoid rate limiting and IP blocks
• Scheduled runs for ongoing data collection

💡 Best for: Developers and businesses needing large-scale data extraction.

💰 Pricing: Pay-as-you-go with plans starting from $49/month for professional use.

3. Bright Data

An enterprise-grade proxy-powered Twitter scraper with advanced data collection APIs.

✅ Key Features:

• SERP scraping capabilities for Twitter search results
• Global proxy network with millions of IPs
• Data extraction templates for tweets, profiles, and trending topics
• Enterprise-level security and compliance features
• 24/7 technical support for complex scraping projects

💡 Best for: High-volume data collection and enterprise applications.

💰 Pricing: Starts at $500/month for business solutions.

4. PhantomBuster

A no-code tool for automating Twitter data extraction and social media workflows.

✅ Key Features:

• 100+ pre-built phantoms (automation recipes) for Twitter
• Chain automations for complex workflows
• CSV export for easy data analysis
• Scheduled runs and notifications
• Integration with CRM tools like Hubspot and Salesforce

💡 Best for: Marketers and social media managers seeking automation.

💰 Pricing: Starts at $59/month with a free trial available.

5. Octoparse

A user-friendly Twitter scraper with a point-and-click interface for non-technical users.

✅ Key Features:

• Visual task builder with no coding required
• Cloud extraction options for faster processing
• Regular expression support for precise data extraction
• Data cleansing capabilities built-in
• API access for integration with other tools

💡 Best for: Non-technical users and marketing teams.

💰 Pricing: Starts at $89/month with a free plan for basic usage.

6. Snscrape

A free and Python-based Twitter scraping tool for developers and researchers.

✅ Key Features:

• No API limitations for historical data
• Advanced search operators support
• Minimal dependencies for easy implementation
• Custom output formats for flexibility
• Active community for troubleshooting and updates

💡 Best for: Developers, researchers, and data scientists comfortable with Python.

💰 Pricing: Free (open-source) with no usage restrictions.

7. Twint

An API-free Twitter scraper that avoids login restrictions for comprehensive data collection.

✅ Key Features:

• No Twitter account required for scraping
• Extensive search parameters for precise targeting
• Geo-location based tweet extraction
• Multi-threading support for faster scraping
• Export to Elasticsearch for advanced analytics

💡 Best for: Extracting historical tweets and conducting academic research.

💰 Pricing: Free (open-source) with unlimited usage.

8. Nimble

A real-time data extraction tool with high-speed APIs for Twitter insights.

✅ Key Features:

• Real-time streaming of Twitter data
• Sentiment analysis capabilities built-in
• Topic clustering for trend identification
• Custom webhooks for instant notifications
• Developer-friendly documentation and SDKs

💡 Best for: Businesses needing real-time Twitter insights for market intelligence.

💰 Pricing: Starts at $49/month with volume-based pricing options.

9. Increditools

A versatile Twitter scraper with pre-built data extraction templates for marketing insights.

✅ Key Features:

• Drag-and-drop interface for easy setup
• Competitor analysis templates
• Hashtag performance tracking
• Influencer discovery capabilities
• Automated reporting features

💡 Best for: Small businesses and growth marketers focused on competitor analysis.

💰 Pricing: Starts at $49/month with a 7-day free trial.

10. ScrapingBee

A cloud-based web scraping API for Twitter and other platforms with powerful rendering capabilities.

✅ Key Features:

• Headless browser for JavaScript-heavy pages
• Automatic proxy rotation from a pool of 100M+ IPs
• Custom headers and cookies for authentication
• CAPTCHA solving capabilities
• Pay-per-success pricing model

💡 Best for: Large-scale automated data scraping with minimal maintenance.

💰 Pricing: $0.00075 per page with various subscription tiers available.

Examples of Twitter Scraping Use Cases

Here are real-world examples of how Twitter scrapers can be used:

1. Social Media Analytics – Track trending hashtags and engagement rates.
2. E-commerce & Marketing – Identify customer feedback on products.
3. Stock Market Predictions – Analyze tweets related to financial news.
4. Political Analysis – Measure public sentiment during elections.
5. AI & NLP Training – Gather datasets for machine learning models.

Conclusion

Twitter scraping is a game-changer for businesses, researchers, and developers looking to analyze data effectively. Among all tools, Mapsscraper.ai stands out as the best AI-powered solution, offering fast, scalable, and accurate Twitter data extraction.

FAQs

1. Is Twitter scraping legal?
Twitter's Terms of Service prohibit unauthorized scraping, but public data extraction is generally acceptable. Always check the latest Twitter policies before scraping.

2. Do I need coding skills to scrape Twitter?
Not necessarily. No-code tools like Mapsscraper.ai, PhantomBuster, and Octoparse offer easy scraping solutions, while tools like Snscrape and Twint require Python knowledge.

3. Can I scrape Twitter without getting banned?
Yes. Using rotating proxies, AI-based detection evasion, and API-compliant methods can help prevent bans.

4. Which Twitter scraper is best for real-time data?
Mapsscraper.ai, Bright Data, and Nimble are top choices for live Twitter data extraction.

5. What's the best free Twitter scraper?
Snscrape and Twint are free and open-source solutions.