#️⃣ YouTube Hashtag Scraper

Collect videos and Shorts from any YouTube hashtag page in seconds. Extract titles, view counts, publish dates, durations, channel names, channel IDs, verified status, avatars, and animated preview thumbnails for every result. Perfect for content researchers, social media managers, marketers, and creators who need to track trending topics, monitor competitors, or build content calendars. Search terms like "youtube hashtag scraper no coding," "download youtube hashtag video list," "track youtube trending hashtags," and "export youtube hashtag data to Excel" all lead here.

The YouTube Hashtag Scraper collects up to 19 data fields per video from any YouTube hashtag page, with support for filtering by content type and running multiple hashtags in a single run.

✨ What Does It Do

• 🔍 Hashtag Discovery - scan any YouTube hashtag page and collect every video and Short listed under it to understand what content performs best for a given topic
• 📊 View Count Tracking - capture exact view counts as both a formatted string and a clean integer so you can sort and analyze engagement at scale
• 🎬 Content Type Detection - automatically identify whether each result is a regular video or a Short based on the YouTube routing, with no manual sorting needed
• ⏱️ Duration Data - extract video length as both a human readable string and a numeric value in seconds to filter content by length with precision
• 🖼️ Animated Preview Thumbnails - collect the animated preview thumbnail URL available on regular videos so you can build richer previews in your own tools
• 📺 Full Channel Profiles - get channel name, channel ID, channel URL, avatar image, and verified status for every creator in the results
• 🏷️ Multi Keyword Runs - process multiple hashtag keywords in a single run and get labeled results with the source keyword for each item

📋 How to Use

No technical skills required. Follow these simple steps:

1. Sign Up: Create a free account with $5 credit
2. Find the Tool: Search for "YouTube Hashtag Scraper" in the Apify Store and enter your hashtag keywords
3. Run It: Click "Start" and watch your results appear in seconds

That's it. No coding, no setup, no complicated configuration. Export your data in CSV, Excel, or JSON format.

📊 Data fields

Each record includes: channelAvatarUrl, channelId, channelName, channelUrl, duration, durationSeconds, isVerified, keyword, movingThumbnailUrl, publishedTime, scrapedAt, thumbnailUrl, title, type, url, videoId, viewCount, viewCountNumber. All 18 field names come from a real production run, so what you see here is what lands in your dataset.

🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the YouTube Hashtag Scraper page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by YouTube or Google LLC, or any of their subsidiaries. All trademarks mentioned are the property of their respective owners.

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💡 Pro Tip: browse the complete ParseForge collection for more reference-data scrapers.

🆘 Need Help?

If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.

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