Twitter Trends Scraper (Cookieless)

"# Twitter Trends Scraper (Cookieless)

What does Twitter Trends Scraper (Cookieless) do?

This tool extracts trending topics and search volumes from Twitter (X.com) without requiring any login credentials or authentication. Built with a cookieless architecture, it allows you to monitor what's trending in specific locations without the hassle of managing accounts or dealing with authentication barriers. Simply specify a country, and the scraper retrieves real-time trending data including keywords, volumes, and trend rankings.

Key Features:

• Extract location-specific trending topics from any country
• Capture trend volumes and ranking positions
• Identify trend types (events, hashtags, topics)
• Detect promoted vs. organic trends
• Export data to JSON, CSV, or Excel formats
• No login or cookies required
• Timestamp each data point for historical tracking
• Filter trends by geographic location

Why scrape Twitter (X.com)?

Trend analysts need location-specific trending topics and search volumes to develop targeted marketing strategies and content planning. Understanding what's capturing attention in different regions helps businesses time their campaigns, create relevant content, and engage audiences when interest peaks. Twitter trends provide real-time insights into cultural moments, breaking news, and emerging conversations that can inform everything from product launches to crisis management.

Use Cases:

• Market Research: Identify emerging topics and consumer interests in specific geographic markets to inform product development and positioning strategies.
• Content Planning: Align your content calendar with trending conversations to maximize engagement and relevance across different regions.
• Competitive Intelligence: Monitor industry trends and competitor mentions to stay ahead of market shifts and identify opportunities for thought leadership.

How to scrape Twitter (X.com) using this tool?

Step 1: Specify Your Target Location

Choose the country you want to monitor for trending topics. The scraper will retrieve trends specific to that geographic region.

Step 2: Configure Input Parameters

Set your country parameter in the input configuration. The scraper will automatically retrieve the current trending topics for that location. 1 run ≈ 50 trends depending on Twitter's available data for that region.

Step 3: Run and Download

Start the scraper and wait for it to collect the trending data. Once complete, download your results in JSON, CSV, or Excel format for analysis.

What are the input parameters?

Field	Type	Description
country	String	The country name for which you want to extract trending topics (e.g., ""India"", ""United States"", ""United Kingdom""). The scraper will return trends specific to this geographic location.

What data can you extract?

You can download the following data in JSON, CSV, or Excel formats:

{
  ""location_id"": ""2487956"",
  ""location_name"": ""San Francisco"",
  ""trend_rank"": 1,
  ""trend_volume"": 125400,
  ""trend_keyword"": ""AI Conference"",
  ""trend_type"": ""event"",
  ""timestamp"": ""2025-12-24T14:30:00Z"",
  ""is_promoted"": false
}

Extracted Fields:

• location_id: Unique identifier for the geographic location
• location_name: Human-readable location name
• trend_rank: Position of the trend (1 being the top trend)
• trend_volume: Number of posts/mentions for this trend
• trend_keyword: The actual trending keyword or hashtag
• trend_type: Category of the trend (event, topic, hashtag)
• timestamp: When the trend data was captured
• is_promoted: Whether the trend is sponsored/promoted content

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This social media scraper serves as a powerful data extractor tool for analysts who need to export data from websites like Twitter without complex authentication. Whether you're using it as a lead generation scraper to identify potential customers discussing relevant topics, or as a web scraper for competitive intelligence, this website scraper delivers clean, structured data ready for analysis alongside your other ecommerce product scraper and marketing automation tools."