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Facebook Video Transcript Scraper 🎬📄📊

The Facebook Video Transcript Scraper is a powerful and scalable Apify Actor designed to extract structured transcripts, captions, subtitles, and engagement data directly from public Facebook videos.

It supports multiple Facebook video URL formats including share links, profile videos, and page videos while automatically extracting available captions/subtitles and converting spoken video content into clean, structured datasets.

Perfect for content analysis, NLP pipelines, AI training datasets, media monitoring, sentiment analysis, speech analytics, and social media intelligence workflows.

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🎯 What This Scraper Does

Simply provide one or multiple Facebook video URLs and the scraper handles everything automatically.

✅ Extracts video transcripts and captions

✅ Supports bulk video URL scraping

✅ Handles multiple Facebook video formats

✅ Extracts engagement metrics automatically

✅ Processes public profile and page videos

✅ Converts spoken content into structured datasets

✅ Generates clean export-ready output

✅ Ideal for AI, NLP, and analytics pipelines

✅ Ready for automation workflows

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📊 Data Extracted

🎥 Video Information

Field	Description
🆔 videoId	Unique Facebook video identifier
🏷️ title	Video title
📄 transcript	Captions / subtitles text
👁️ viewCount	Number of video views
▶️ playCount	Number of plays
👍 reactionCount	Total reactions
🔗 sourceUrl	Original Facebook video URL

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🛠 How to Use

1️⃣ Configure Input

Provide one or multiple Facebook video URLs:

{
  "urls": [
    "https://www.facebook.com/share/v/17jekeg46H/",
    "https://www.facebook.com/100044280796927/videos/2301741263587145",
    "https://www.facebook.com/PrimeVideoIN/videos/783325287492075/"
  ]
}

2️⃣ Run the Actor

• Loads Facebook video pages

• Processes public videos automatically

• Extracts transcripts and subtitles

• Collects engagement metrics

• Normalizes structured datasets

• Handles multiple Facebook URL formats

• Stops automatically after processing all URLs

3️⃣ Export the Dataset

Download your results in multiple formats:

✅ JSON

✅ CSV

✅ Excel

✅ XML

✅ HTML

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⚙️ Input Configuration

📥 Input Example

{
  "urls": [
    "https://www.facebook.com/share/v/17jekeg46H/",
    "https://www.facebook.com/100044280796927/videos/2301741263587145",
    "https://www.facebook.com/PrimeVideoIN/videos/783325287492075/"
  ]
}

Input Fields

Field	Type	Description
urls	array	List of Facebook video URLs to extract transcripts from. Supports share links, profile videos, and page videos.

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📤 Output Example

{
  "videoId": "694245476565912",
  "title": "Judge drops BOMBSHELL ruling against Trump & Hegseth",
  "transcript": "We're also working with the military on it because they want to make sure everything's perfect...",
  "viewCount": "243647",
  "playCount": "100400",
  "reactionCount": "12800",
  "sourceUrl": "https://www.facebook.com/100044280796927/videos/2301741263587145"
}

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📊 Output Explanation

Use Case	Description
📊 Content Analysis	Analyze spoken content from videos
🤖 AI & NLP	Build transcript datasets for LLMs
📈 Social Media Monitoring	Monitor messaging and engagement trends
🧠 Sentiment Analysis	Apply NLP models to spoken content
🎬 Media Intelligence	Track themes and narratives in videos
🔍 Research Workflows	Structure unstructured spoken data

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🌍 Why Use This Scraper?

🎬 Extract real spoken content from Facebook videos

📄 Convert captions into structured datasets

⚡ Fast and automated extraction

📊 Analytics-ready output

🤖 Perfect for NLP and AI pipelines

🔍 Supports multiple Facebook URL formats

📦 Bulk URL scraping support

🧠 Ideal for researchers, analysts, marketers, and developers

🚀 Scalable for both small and enterprise workloads

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❓ FAQ

How does this scraper work?

The scraper loads public Facebook video pages and extracts available captions/subtitles along with engagement metrics and metadata.

Does every video contain transcripts?

No. Only public videos with captions/subtitles enabled will return transcript data.

Can I scrape multiple videos in one run?

Yes. You can provide multiple video URLs inside the urls array.

What Facebook URL formats are supported?

The scraper supports:

• Share links

• Profile video URLs

• Facebook page video URLs

Can I export the data?

Yes. Results can be exported as JSON, CSV, Excel, XML, or HTML.

Is the data extracted live?

Yes. The scraper extracts live public data directly from Facebook during every run.

Can I use the transcripts for AI training?

Yes. The structured transcript output is suitable for NLP, AI training, summarization, and analytics workflows.

What happens if a video is private?

Private or restricted videos are not supported and will not return transcript data.

How long does a run take?

Most runs complete within minutes depending on the number of URLs processed.

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🚀 How to Use

1️⃣ Sign up — Create a free Apify account

2️⃣ Find the tool — Search for "Facebook Video Transcript Scraper" in the Apify Store

3️⃣ Configure URLs — Add one or multiple Facebook video URLs

4️⃣ Run it — Start the Actor and wait for extraction

5️⃣ Export data — Download results in JSON, CSV, Excel, XML, or HTML

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⚠️ Disclaimer

This project is an independent tool and is not affiliated with, endorsed by, or sponsored by Facebook.

• Only public Facebook videos are supported

• Transcript extraction depends on available captions/subtitles

• Private or restricted videos are not supported

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💸 Pricing

This scraper runs on a pay-per-result pricing model.

You only pay for successfully extracted records.

💳 Price: $4.99 / 1,000 results

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📬 Support

⭐⭐⭐⭐⭐ Leave a 5-star rating if you like this tool

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🌍 PrimeScrape

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Contact us for custom scraping solutions or enterprise requests via Apify or by email.