Tiktok Hashtag Scraper
by scraper-engine
Scrape TikTok hashtags for video data like views, likes, and comments. Perfect for trend research and content analysis. Export to JSON, CSV, or Excel.
Opens on Apify.com
About Tiktok Hashtag Scraper
Need to understand what's actually trending on TikTok? Forget guessing. This actor lets you scrape any hashtag and get the real data behind it. I use it to pull detailed info from videos—not just views and likes, but also comments, shares, captions, the sound used, the creator, and the posting date. It handles the scale, so you can analyze thousands of videos to spot patterns. For me, this has been key for figuring out what content is gaining real traction, identifying up-and-coming creators in a niche, and getting concrete insights to inform a content strategy. You get all this data delivered in clean, structured formats like JSON, CSV, or Excel, ready to drop into your own analysis or reports. It's basically like having a direct research pipeline into TikTok's most current trends.
What does this actor do?
Tiktok Hashtag Scraper is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.
Key Features
- Cloud-based execution - no local setup required
- Scalable infrastructure for large-scale operations
- API access for integration with your applications
- Built-in proxy rotation and anti-blocking measures
- Scheduled runs and webhooks for automation
How to Use
- Click "Try This Actor" to open it on Apify
- Create a free Apify account if you don't have one
- Configure the input parameters as needed
- Run the actor and download your results
Documentation
TikTok Hashtag Scraper
Overview
This actor scrapes hashtag data from TikTok. It extracts performance metrics, related tags, and trending information, outputting structured data for analysis. It's useful for content strategy, competitive research, and trend discovery.
Key Features
- Extract trending hashtags in real-time across different regions and niches.
- Gather performance metrics including views, usage count, and engagement data.
- Discover related hashtags and generate new hashtag ideas based on performance patterns.
- Target specific regions, useful for localized market research.
- Supports multiple input formats: URLs, keywords, or bulk lists.
- Compatible with automation via the Apify API and integrates with tools like
tiktok scraper pythonor projects from GitHub (e.g.,clockworks/tiktok-hashtag-scraper).
How to Use
- Access the actor: Log into your Apify account and find the "TikTok Hashtag Scraper" actor.
- Configure input: In the actor's input, provide your target hashtags, TikTok URLs, or keywords. Use the
startUrlsfield for URLs or the appropriate field for keyword lists. - Set options: Choose what data to scrape (e.g., related hashtags, trending scores, creator stats).
- Run the actor: Start the run. The actor will navigate TikTok and collect data based on your configuration.
- Get results: Once finished, download the dataset in JSON, CSV, or Excel format from the Apify dataset storage, or access it via the API for automation.
Input/Output
Input:
The primary input is a list of TikTok hashtags or URLs containing hashtags. You can configure:
* startUrls: A list of TikTok hashtag page URLs (e.g., https://www.tiktok.com/tag/example).
* hashtags: A list of hashtag keywords (without the # symbol).
* Options for depth (like scraping related hashtags), regional filters, and which data fields to extract.
Output:
The actor returns a structured dataset, typically as an array of objects. Each object contains data for a scraped hashtag.
Example output fields include:
* hashtagName: The name of the hashtag.
* popularity: Engagement metrics (views, usage count).
* topVideos: Links or metadata for top-performing videos using the tag.
* relatedHashtags: A list of semantically or trend-related hashtags.
* trendingScore: A numerical indicator of whether the hashtag's popularity is rising or falling.
* category: The inferred niche or topic category.
* creatorStats: Information about influencers who frequently use the hashtag.
* regionData: Performance data segmented by country.
The data is stored in the Apify dataset associated with your actor run and can be integrated directly into analytics pipelines or exported for manual review.
Categories
Common Use Cases
Market Research
Gather competitive intelligence and market data
Lead Generation
Extract contact information for sales outreach
Price Monitoring
Track competitor pricing and product changes
Content Aggregation
Collect and organize content from multiple sources
Ready to Get Started?
Try Tiktok Hashtag Scraper now on Apify. Free tier available with no credit card required.
Start Free TrialActor Information
- Developer
- scraper-engine
- Pricing
- Paid
- Total Runs
- 18
- Active Users
- 2
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