Twitter Trends Scraper (Cookieless)

Extract location-specific trending topics from Twitter without any login or authentication. This cookieless web scraper enables trend analysts to monitor real-time conversations and search volumes across different countries for data-driven marketing strategies.

📺 Video Tutorial: How it Works

Inputs

Field	Type	Description
country	String	Target country for trend extraction (e.g., "India", "United States", "United Kingdom")

Outputs

Formats: JSON, CSV, Excel

Fields:

• name - The trending topic, hashtag, or keyword
• description - Post count or promotional information
• context - Category context (e.g., "Cricket · Trending", "Entertainment · Trending")

Sample Output

[
  {
    "name": "#WorldCup2026",
    "description": "245K posts",
    "context": "Sports · Trending"
  },
  {
    "name": "Taylor Swift",
    "description": "892K posts",
    "context": "Music · Trending"
  },
  {
    "name": "#TechTuesday",
    "description": "12.4K posts",
    "context": "Trending"
  },
  {
    "name": "iPhone 16",
    "description": "Promoted by Apple",
    "context": null
  },
  {
    "name": "Climate Summit",
    "description": "67.8K posts",
    "context": "Politics · Trending"
  }
]

---

How to Use

Step 1: Enter the target country name in the country field (e.g., "India", "Brazil", "Japan").

Step 2: Click "Start" to begin extraction.

Step 3: Download your data in JSON, CSV, or Excel format once the scraper completes.

Key Features

🔒 Cookieless / No Login Required - Access Twitter trending data without authentication, cookies, or API tokens. Run unlimited extractions without account restrictions.

📈 Scalable Architecture - Monitor trends across multiple countries simultaneously. Built for high-volume data extraction with enterprise-grade reliability.

✅ Rich Trend Data - Capture trend names, post volumes, category context (Cricket, Entertainment, Politics), promotional tags, and descriptions for comprehensive analysis.

⚡ Fast & Reliable - Real-time trend extraction with minimal latency. Get fresh data within seconds to capitalize on emerging conversations.

📊 Export-Ready Formats - Download data in JSON, CSV, or Excel formats. Seamlessly integrate with analytics platforms, CRM systems, and business intelligence tools.

Use Cases

Marketing Strategists: Identify trending topics in target markets to create timely campaigns. Align content calendars with real-time conversations and maximize engagement by riding viral trends.

Social Media Analysts: Track trend velocity and category distribution across regions. Compare trending topics between countries to understand cultural differences and audience preferences.

Content Planners: Discover high-volume hashtags and emerging discussions before competitors. Plan content production around predictable trend patterns and seasonal spikes.

This social media scraper serves as a powerful data extractor tool for businesses looking to export data from websites without technical complexity. Whether you need a lead generation scraper, website scraper for competitive intelligence, or a specialized web scraper for ecommerce product research, this tool delivers clean, structured data ready for immediate analysis.

FAQ

How much does it cost to run this Actor? Pricing is listed in the Pricing section above, charged per row returned. You only pay for the rows the Actor actually produces, so a small test run costs cents.

Do I need cookies or a login? No. This Actor reads public data only - no cookies, no account, no browser automation.

Can I schedule it? Yes. Run it from the Apify API, on a schedule, or via a webhook, and export results as JSON, CSV or Excel.

What if I need a slightly different output? Open an issue on the Actor's Issues tab describing the shape you need.

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