Twitter (X) Trends Scraper - No Login Required

What does this scraper do?

This actor extracts real-time trending topics from Twitter based on a selected country.

Enter a country name, run the actor, and receive structured trend data including hashtags, keywords, post volumes, promotional tags, and category context.

No Twitter login, no cookies, no API tokens required.

Cookieless architecture ensures reliable and scalable trend monitoring without authentication limits.

Why scrape Twitter trends?

Twitter trends reflect real-time public conversations and viral momentum. Monitoring trends helps businesses to:

• Identify emerging viral topics
• Align marketing campaigns with real-time conversations
• Track regional cultural differences
• Discover high-volume hashtags
• Monitor political, sports, and entertainment discussions
• React quickly to breaking news
• Analyze trend velocity across countries

Trend intelligence enables faster, data-driven content strategy decisions.

How much will scraping cost?

The pricing for this actor is $2.50 per 1,000 scraped results. Refer to the pricing page.

Since no authentication or API usage is required, this scraper avoids rate limits and provides stable access to real-time trend data.

How to use the scraper

Here is a step-by-step guide:

Step 1: Enter the target country:
Input the country name in the country field.

Examples:

India
United States
United Kingdom
Japan

Step 2: Start the run:
Click Start to begin extraction. The actor will fetch the latest trending topics for that country.

Step 3: Export or integrate:
Download results in JSON, CSV, or Excel format, or connect directly via API to analytics or BI tools.

Input parameters

Input example

{
  "country": "India"
}

Field	Type	Description
country	String	Target country for trend extraction

What data does this scraper extract?

Formats: JSON, CSV, Excel

Fields Extracted:

• name - Trending topic, hashtag, or keyword
• description - Post volume or promotional text
• context - Category context such as Sports, Entertainment, Politics

This structured output is ideal for trend analysis dashboards, content planning tools, and real-time marketing systems.

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"
  }
]

This output enables structured trend tracking, campaign optimization, market intelligence, and social listening automation.

Key Features:

• 📈 Extract Twitter trends by country
• 📊 Capture hashtags, keywords, and post volumes
• ⚡ Real-time trend monitoring
• 📈 Retrieve category context such as Sports or Politics
• 📊 Export-ready formats including JSON, CSV, and Excel
• ⚡ Scalable architecture for multi-country tracking
• 🔒 Fully cookieless architecture with no login required

FAQs

Does this scraper require Twitter login?
No. It operates fully cookieless without authentication.

Can I monitor multiple countries?
Yes. Run separate jobs for each country or automate via API.

Does it include promoted trends?
Yes. Promotional trends may appear with corresponding labels in the description field.

Other Twitter scrapers that you may find useful:

Twitter Search Scraper

Twitter User Scraper

Twitter User Tweets Scraper

Twitter Followers Scraper

Twitter Followings Scraper

Twitter Comments Scraper

Twitter Trends by Location Scraper

Twitter List Members Scraper

Twitter Community Members Scraper