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🛰️ Instagram Video Details scraper — Apify Actor

🚀 Production-ready Apify Actor for reliably extracting metadata and media URLs from public Instagram video posts (posts & reels). Built for enterprise usage on Apify Platform , optional IG credentials, per-item sessionized handling, and human-friendly output formatting.

🧭 Actor Overview

• 🧩 Name: Instagram Video Scraper
• 🧰 Version: 0.1
• ⚙️ Purpose: Scrape metadata and media resources from Instagram video URLs (both /p/ posts and /reel/ URLs) without requiring browser cookies by using instaloader and realistic request headers.
• ☁️ Platform: Designed to run as an Apify Actor (Node-style runtime wrapper using apify Python SDK).
• 🔐 Auth: Optional IG_USER / IG_PASS environment variables supported for authenticated access (helps with private/age-gated content where credentials are permitted).
• 🧭 Proxy: Full Apify proxy / custom proxy support. Actor will create per-item session proxy URLs to enable sticky IPs.

⚙️ What This Actor Does (Instagram Video Details scraper)

• 🛰️ Accepts one or more Instagram video URLs (post or reel).
• 📡 Uses instaloader to fetch the canonical post node (metadata + available media resources).
• 🧾 Parses and normalizes fields such as owner info, counts, description, hashtags, mentions, upload date, formats (image/video resources), and more.
• 🔍 Detects proxy type (best-effort) — residential, datacenter, or unknown — when a proxy URL is available.
• 💾 Pushes each scraped item to the actor dataset (one JSON per item) and writes the full result array to key-value store under OUTPUT.
• 🧪 Formats numeric counts to human-readable short forms (1.3k, 2m) and durations to mm:ss or hh:mm:ss strings.
• 🧵 Runs each item sequentially by default (safe, reduces rate limit pressure). Can be adapted for parallel runs by modifying the actor code.

🛠️ Instagram Video Details scraper — Key Features

• 🔗 Universal URL support — accepts both /p/ (posts) and /reel/ paths; robust shortcode extraction.
• 🧷 Optional authentication — set IG_USER and IG_PASS via environment variables for logged-in requests.
• 🧭 Proxy-aware — integrates with Apify proxy or custom proxy configuration; creates sessionized proxy URLs per shortcode.
• 📦 Human-friendly output — humanized counts (k, m) and durations for easier downstream consumption.
• 🗄️ Dual output options — item-by-item dataset entries + a single key-value OUTPUT array JSON file for convenience.
• ⚠️ Graceful error handling — per-item error capture so one failure does not stop the whole run.
• 🔎 Caption parsing — extracts unique hashtags and mentions from captions.
• 🧾 Comprehensive formats list — includes all display_resources and video URLs found in Graph node, with deduplication.

🔬 How the Actor Works (Step-by-step flow)

1. 🟢 Start & Input Read — Actor starts and reads startUrls and optional proxyConfiguration from actor input.
2. 🧭 Normalize URLs — Supports list of { "url": "..." } objects or raw string list; normalizes to canonical URL list.
3. 🪝 Proxy Configuration — Creates Apify ProxyConfiguration object from input (or platform default) and attempts to acquire a sessionized proxy URL per shortcode.
4. 🔎 Shortcode Extraction — Extracts Instagram shortcode from each URL using robust path parsing.
5. 🧵 Per-item Proxy Detection — If proxy URL is obtained, attempts to detect whether it’s datacenter, residential, or unknown (best-effort via IP info lookup).
6. 🧪 Scrape with Instaloader — Calls a blocking instaloader routine in a background thread to fetch the post node and metadata. Uses IG_USER/IG_PASS if provided.
7. 🧾 Normalize & Format — Builds result object including formats array, extracts hashtags/mentions, formats counts and durations, and populates metadata fields.
8. 💾 Push & Store — Pushes each item to the actor dataset and, after finishing the run, writes the full array to key-value store under the key OUTPUT.
9. ⚠️ Error Handling — For any item-level exception, records "original_url": <url>, "error": <message> in results and continues processing remaining URLs.

🧾Instagram Video Details scraper — Input Parameters

📌 Note: startUrls is required. Provide the full Instagram URL (including /reel/ or /p/ path). The actor prefill examples include both a reel and a post.

🗂️ Environment Variables

• 🗂️ Dataset: Each item is pushed to the Apify dataset (one JSON object per post).
• 🧾 Key-Value Store: The entire results array is saved under the OUTPUT key in key-value store for easy download.

🧪 Usage Examples

🖥️ Instagram Video Details scraper — Example: Minimal Input (via Apify Console)

{
"startUrls":[
{
"url":"https://www.instagram.com/reel/DHCcTryOTlc/?igsh=NWp1YXg1azE4bm11"
},
{
"url":"https://www.instagram.com/p/DPZONeIExMl/"
}
]
}

🗃️Instagram Video Details scraper — Output Structure (single item example)

Example output 📦

[
{
"original_url":"https://www.instagram.com/reel/DHCcTryOTlc/?igsh=NWp1YXg1azE4bm11",
"id":"3585552751326214492",
"ownerFullName":"UFC",
"ownerUsername":"ufc",
"ownerId":"22832340",
"description":"Bringing the POWER! 😤\n\n@RomanDolidze looks to add another highlight in the #UFCVegas104 main event!",
"likesCount":"56.8k",
"commentsCount":"146",
"videoViewCount":"596.5k",
"upload_date":"2025-03-11T00:00:00",
"thumbnail_url":"https://instagram.fpag2-1.fna.fbcdn.net/v/t51.2885-15/483045268_18506759965048341_2893971373339605725_n.jpg?stp=dst-jpg_e35_p1080x1080_sh0.08_tt6&_nc_ht=instagram.fpag2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGnXIBJfwSLCuSea47LQC7p_aaxdqp4YIa8sBh1F9wYFoLjNqxXWgR3OWYeYdDEwPY&_nc_ohc=kVLX8U8JlowQ7kNvwFOGicK&_nc_gid=uHz1uxgCa2eVs02OosLgUg&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfhC8HgOb6ycd2mmdCUIHUlmQI4aE7tJ_0dOuL9jIN8hEA&oe=6920F60F&_nc_sid=d885a2",
"duration":"0:33",
"resolution":"1080x1922",
"type":"GraphVideo",
"hashtags":[
"UFCVegas104"
],
"mentions":[
"RomanDolidze"
],
"formats":[
{
"type":"image",
"url":"https://instagram.fpag2-1.fna.fbcdn.net/v/t51.2885-15/483045268_18506759965048341_2893971373339605725_n.jpg?stp=dst-jpg_e35_p640x640_sh0.08_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6ImltYWdlX3VybGdlbi4xMTIzeDE5OTkuc2RyLmY3NTc2MS5kZWZhdWx0X2NvdmVyX2ZyYW1lLmMyIn0&_nc_ht=instagram.fpag2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGnXIBJfwSLCuSea47LQC7p_aaxdqp4YIa8sBh1F9wYFoLjNqxXWgR3OWYeYdDEwPY&_nc_ohc=kVLX8U8JlowQ7kNvwFOGicK&_nc_gid=uHz1uxgCa2eVs02OosLgUg&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afi4_WVoHn3L9NdGM8yRAdGInxES7CvyzIENpA6qkrA0Lw&oe=6920F60F&_nc_sid=d885a2",
"width":640,
"height":1139
},
{
"type":"image",
"url":"https://instagram.fpag2-1.fna.fbcdn.net/v/t51.2885-15/483045268_18506759965048341_2893971373339605725_n.jpg?stp=dst-jpg_e35_p750x750_sh0.08_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6ImltYWdlX3VybGdlbi4xMTIzeDE5OTkuc2RyLmY3NTc2MS5kZWZhdWx0X2NvdmVyX2ZyYW1lLmMyIn0&_nc_ht=instagram.fpag2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGnXIBJfwSLCuSea47LQC7p_aaxdqp4YIa8sBh1F9wYFoLjNqxXWgR3OWYeYdDEwPY&_nc_ohc=kVLX8U8JlowQ7kNvwFOGicK&_nc_gid=uHz1uxgCa2eVs02OosLgUg&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afjwt-x7MJClUehiiMnqQtJzt5hi8_rdF47MVufvV6CJfA&oe=6920F60F&_nc_sid=d885a2",
"width":750,
"height":1335
},
{
"type":"image",
"url":"https://instagram.fpag2-1.fna.fbcdn.net/v/t51.2885-15/483045268_18506759965048341_2893971373339605725_n.jpg?stp=dst-jpg_e35_p1080x1080_sh0.08_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6ImltYWdlX3VybGdlbi4xMTIzeDE5OTkuc2RyLmY3NTc2MS5kZWZhdWx0X2NvdmVyX2ZyYW1lLmMyIn0&_nc_ht=instagram.fpag2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGnXIBJfwSLCuSea47LQC7p_aaxdqp4YIa8sBh1F9wYFoLjNqxXWgR3OWYeYdDEwPY&_nc_ohc=kVLX8U8JlowQ7kNvwFOGicK&_nc_gid=uHz1uxgCa2eVs02OosLgUg&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfhC8HgOb6ycd2mmdCUIHUlmQI4aE7tJ_0dOuL9jIN8hEA&oe=6920F60F&_nc_sid=d885a2",
"width":1080,
"height":1922
},
{
"type":"video",
"url":"https://instagram.fpag2-1.fna.fbcdn.net/o1/v/t2/f2/m367/AQNmY8xcBEm378fg4r6lwNti-cTH-zfGK9F7_d971E2wSYzHO9zAPoGq_yNySwMK_hnP9CBfOlHwvCHM1JBD5CKL_n4qbquOAVeR1S8.mp4?_nc_cat=109&_nc_oc=Adm8xuXCkeWTUe6b8GVSBv5lMRXb3SfoJZ6gjdRzQp0w-jd_51vyues0T3tMlrT_stk&_nc_sid=5e9851&_nc_ht=instagram.fpag2-1.fna.fbcdn.net&_nc_ohc=RP5V2P0hmAQQ7kNvwHWO3e3&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuNzIwLmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6NTEzODg2Nzg1MDg2OTQ4LCJhc3NldF9hZ2VfZGF5cyI6MjUzLCJ2aV91c2VjYXNlX2lkIjoxMDA5OSwiZHVyYXRpb25fcyI6MzIsInVybGdlbl9zb3VyY2UiOiJ3d3cifQ%3D%3D&ccb=17-1&vs=f516edef43308113&_nc_vs=HBksFQIYQGlnX2VwaGVtZXJhbC8wMzRGMTMwMUZFQTQxNDMyQzBDMEZCN0Y2QUEwNTM4MV92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HRVpfMFJ6dnk0X2Jqc29GQURqcXJTQTAwYXhCYnFfRUFBQUYVAgLIARIAKAAYABsCiAd1c2Vfb2lsATEScHJvZ3Jlc3NpdmVfcmVjaXBlATEVAAAmyJe99JLY6QEVAigCQzMsF0BAe6XjU_fPGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHX-B2XmnQEA&_nc_gid=uHz1uxgCa2eVs02OosLgUg&_nc_zt=28&oh=00_AfiMXy28nyh7seag9VUtgbSlRXgQNNKxvihT2CT0v5L0EA&oe=6920DF1A",
"duration":32.966
}
],
"_scraped_at":"2025-11-17T11:41:28.050880Z",
"_source_index":1,
},
{
"original_url":"https://www.instagram.com/p/DPZONeIExMl/",
"id":"3736079864232612645",
"ownerFullName":"Eva",
"ownerUsername":"the_half_healed",
"ownerId":"77161389618",
"description":"par asli chehra to heartbreak ke baad hi samajh aaya.🥀🙂\n.\n.\n.\n.\n.\n.\n.\n.\n.\n.\n.\n.\n#thehalfhealed #HeartbreakFeels #FakePeople #TruthHurts #DilSe #Dard #Bewafa #EmotionalVibes #LifeLessons #instagram #fyp #viralreels #diwali",
"likesCount":"53",
"commentsCount":"2",
"videoViewCount":"755",
"upload_date":"2025-10-04T16:33:24",
"thumbnail_url":"https://scontent-atl3-3.cdninstagram.com/v/t51.2885-15/559194621_1165872555495611_4068511436343963980_n.jpg?stp=dst-jpg_e15_tt6&_nc_ht=scontent-atl3-3.cdninstagram.com&_nc_cat=111&_nc_oc=Q6cZ2QHLXTqiUUSCObrQtFuvNhtkygY_PVy-oWcsYE5PbIR_L9KCdfTArcrqelD3m7IGdvQ&_nc_ohc=O17OtOpW7mIQ7kNvwHNuAeU&_nc_gid=EminwtyrJPbGrJ21j9DBVQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfglEfpS-0aQEQK9-Szj0r6v6bgnLBC_S9rJtpyHS8euZg&oe=6920D8D6&_nc_sid=d885a2",
"duration":"0:30",
"resolution":"640x480",
"type":"GraphVideo",
"hashtags":[
"thehalfhealed",
"HeartbreakFeels",
"FakePeople",
"TruthHurts",
"DilSe",
"Dard",
"Bewafa",
"EmotionalVibes",
"LifeLessons",
"instagram",
"fyp",
"viralreels",
"diwali"
],
"mentions":[],
"formats":[
{
"type":"image",
"url":"https://scontent-atl3-3.cdninstagram.com/v/t51.2885-15/559194621_1165872555495611_4068511436343963980_n.jpg?se=-1&stp=dst-jpegr_e15_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6ImltYWdlX3VybGdlbi42NDB4NDgwLmhkci5mNzE4NzgubmZyYW1lX2NvdmVyX2ZyYW1lLmMyIn0&_nc_ht=scontent-atl3-3.cdninstagram.com&_nc_cat=111&_nc_oc=Q6cZ2QHLXTqiUUSCObrQtFuvNhtkygY_PVy-oWcsYE5PbIR_L9KCdfTArcrqelD3m7IGdvQ&_nc_ohc=O17OtOpW7mIQ7kNvwHNuAeU&_nc_gid=EminwtyrJPbGrJ21j9DBVQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfglzICAwbTXuY846aEnc9XEAa98kyOn1rxhN4-3_NXJXA&oe=6920D8D6&_nc_sid=d885a2",
"width":640,
"height":480
},
{
"type":"video",
"url":"https://scontent-atl3-2.cdninstagram.com/o1/v/t2/f2/m86/AQPgq07YCL58lEnYTwDfDOp3myi7S6hyUc1WXcwoCC0uACtaUuM1K108LS_HWfMJUn0eFHauOBlcbpjAZG97bDmTsyUkXRgThbJSX0U.mp4?_nc_cat=105&_nc_sid=5e9851&_nc_ht=scontent-atl3-2.cdninstagram.com&_nc_ohc=iWAsKiwdhN0Q7kNvwFOYrrG&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuOTYwLmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6MzIyNjExNDU4NDIwNzIwNCwiYXNzZXRfYWdlX2RheXMiOjQzLCJ2aV91c2VjYXNlX2lkIjoxMDA5OSwiZHVyYXRpb25fcyI6MzAsInVybGdlbl9zb3VyY2UiOiJ3d3cifQ%3D%3D&ccb=17-1&vs=f940667a7c99c38&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC9CODQ4NzQ0N0EzRDBGRTRFRjQxQUU3MzVCNjBBNUU4QV92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HRGtPVENFaE5XU0NHd0VGQUxQWE4yMFlOZWNxYnFfRUFBQUYVAgLIARIAKAAYABsCiAd1c2Vfb2lsATEScHJvZ3Jlc3NpdmVfcmVjaXBlATEVAAAmyP3e3MqIuwsVAigCQzMsF0A-gAAAAAAAGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHX-B2XmnQEA&_nc_gid=EminwtyrJPbGrJ21j9DBVQ&_nc_zt=28&oh=00_AfjUmis8hGGqhmngoGlujZKtfBvT_0KiFK_CxTw_pKUtNw&oe=691CFEDE",
"duration":30.5
}
],
"_scraped_at":"2025-11-17T11:41:35.331810Z",
"_source_index":2,
}
]

🧪 Example: CLI run with Apify CLI

$apify run --input input.json

input.json contains the same JSON shown above.

🧾 Example: Accessing results

• ▶️ After run completes, view dataset in Apify Console or download OUTPUT (key-value store).
• 📥 Use Apify API to programmatically download the OUTPUT file.

⚖️ Performance & Limits

• 🧯 Sequential processing: The current implementation processes URLs one-by-one to avoid triggering Instagram rate limits. This is safe for reliability but slower for large batches.
• ⚡ Parallelization: For higher throughput, you can modify the actor to run scrape_reel_with_optional_proxy concurrently, but you must add rate-limiting, proxy/session handling, and backoff logic.
• 🌐 Proxy impact: Using sessionized proxies (Apify Proxy with session_id=shortcode) helps avoid block detection but may require RESIDENTIAL proxies for some geolocation-limited content.
• ⏱️ Time per item: Typical runtime depends on network, proxy latency, and whether authentication is used — expect several seconds to tens of seconds per item.
• 🧮 Limits: Instagram imposes rate limits and content access restrictions. Frequent large-scale scraping may cause temporary IP bans or require authenticated sessions.

🚨 Error Handling & Edge Cases

• ❗ Invalid URL / Shortcode parse failure: Actor logs error and stores {"original_url": "...", "error": "Can't parse shortcode..."} for that item. Continues with remaining URLs.
• 🔒 Private/Restricted posts: If the post is private and you are not authenticated (or authentication fails), instaloader will throw — actor captures the error in item result. Consider providing IG_USER/IG_PASS if you have permission to access.
• 🧯 Rate-limiting / blocks: If Instagram throttles requests or block occurs, expect exceptions from instaloader. Use backoff, rotate proxies, or reduce concurrency.
• 🌍 Proxy detection failure: detect_proxy_type is best-effort and depends on external IP lookup; it may return "unknown" if detection fails or network is restricted. This value is informational only.
• 🧷 Missing fields: Some posts may lack certain fields (e.g., video_view_count or video_duration). The actor returns null/None for missing fields and still outputs available data.
• 🧰 Instaloader exceptions: Any instaloader exception is captured and returned as the error field for that item.

✅ Instagram Video Details scraper — Best Practices

• 🔁 Start with a small batch of URLs to validate proxy/auth behavior before scaling.
• 🧭 Proxy strategy: Try DATACENTER proxies first (faster & cheaper). If you hit blocks or geolocation restrictions, switch to RESIDENTIAL proxies. (Actor input prefill shows RESIDENTIAL as an example, but your usage may differ.)
• 🔒 Use credentials responsibly: If using IG_USER/IG_PASS, ensure you have the right to access accounts and store credentials securely via platform environment variables.
• 🧰 Respect rate limits & ToS: Implement polite crawling practices—throttling and backoff—and check Instagram Terms of Use and applicable laws.
• 🧩 Post-processing: Use the formats array to fetch actual media files with a downloader; verify CORS/redirect behavior when using direct media URLs.
• 🛡️ Monitoring: Track error rates and proxy type distribution to detect blocks or degraded performance.

🧾 Instagram Video Details scraper — Common Use Cases

• 📊 Social media analytics — aggregate metadata and formats for trend analysis.
• 🧾 Media archiving — obtain thumbnails and direct media URLs for backup or legal archiving when permitted.
• 🕵️ Brand monitoring — track brand mentions and hashtags across video posts.
• 🎯 Ad intelligence — collect creative assets and metadata for competitive analysis.
• 🧪 Testing & QA — validate presence and properties of media for content pipelines.

🧯 Instagram Video Details scraper — Troubleshooting Checklist

• 🔍 "Can't parse shortcode" — Verify URL format (should contain /reel/ or /p/ or a post shortcode path).
• 🔑 Authentication errors — Ensure IG_USER/IG_PASS are set correctly in actor environment variables; check instaloader login behavior.
• 🌐 Proxy not working — Validate proxy config in input; test proxy URL separately; try different Apify proxy groups (DATACENTER vs RESIDENTIAL).
• 🧰 Missing media URLs — Some videos may be served via temporary CDN tokens; re-fetch or download immediately after scraping.
• 📈 High error rate — Reduce concurrency, rotate proxies, or use authenticated sessions.

🧾 Instagram Video Details scraper — Development Notes (for maintainers)

• 🛠️ The actor uses instaloader in a background thread (asyncio.to_thread) to keep the main loop async-friendly.
• 🧭 Proxy URLs are created via Actor.create_proxy_configuration() and requested per shortcode with proxy_cfg.new_url(session_id=shortcode). Sessionized proxies reduce cross-item IP churn.
• 📐 Numeric counts and durations are transformed by format_count and format_duration utilities for consumer-friendliness.
• 🧪 detect_proxy_type performs a lightweight ipinfo.io request through the proxy to guess if it’s a datacenter or residential provider. This is optional and best-effort.
• ⚙️ To scale throughput, consider a worker-pool pattern with controlled concurrency and per-worker proxy sessions plus central rate-limiting/backoff.

🧾 Legal & Compliance Disclaimer

• ⚖️ This software is provided as-is. The author and publisher of this actor are not responsible for misuse. It is your responsibility to ensure compliance with:

  • 🔒 Instagram Terms of Service and platform policies
  • 🏛️ Local and international data protection laws (GDPR, CCPA, etc.)
  • 📜 Any contractual obligations or permissions related to the content you access

• 🧭 Use responsibly. If uncertain about legal exposure, consult legal counsel.

📞 Support & Contact

• ✉️ For questions, troubleshooting, or custom feature requests, contact: (mailto:alphascraper69@gmail.com)
• 🔗 For a Reels-specific actor refer to: https://console.apify.com/actors/oGR3xfeXTuIirhdlZ/input (example actor link provided in actor input documentation).

🏁 Instagram Video Details scraper — Final Notes

• 🏷️ This actor is optimized for reliable metadata extraction and enterprise integration. Before large runs, test on a small sample set and tune proxy/authentication strategy.
• 🔄 The actor writes both per-item dataset entries and an aggregated OUTPUT JSON in key-value store to fit different automation workflows.

Thank you for using Instagram Video Scraper — built for stability, clarity, and enterprise readiness. 🚀

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• Facebook Page Details Scraper
• Facebook Audio Downloader

Amazon Iteams:

• Amazon Search Scraper
• Amazon Product Details Scraper