Instagram Reels Scraper - Extract Instagram Reels Data and Analytics

Professional Instagram reels scraper that extracts comprehensive data from Instagram Reels. Get detailed video analytics, engagement metrics, creator information, and content metadata from any public Instagram reel or profile.

Key Features of Instagram Reels Data Extraction

• Instagram Reels Scraping: Extract data from individual reels or entire profiles
• Comprehensive Video Analytics: Get views, likes, comments, shares, and play counts
• Content Metadata Extraction: Captions, hashtags, mentions, and tagged users
• Media Asset Collection: Direct MP4 video URLs, thumbnails, and dimensions
• Creator Profile Data: Username, full name, profile ID, and verification status
• Audio Information: Music tracks, artist names, and original audio detection
• Comment Thread Analysis: Latest comments with replies, likes, and timestamps
• Engagement Metrics: Complete social media performance indicators
• Multiple Export Formats: JSON, CSV, Excel, and XML export options
• High-Performance Scraping: Fast HTTP-based extraction without browser overhead
• Rate Limiting Protection: Built-in throttling and retry mechanisms

Instagram Reels Scraper Input Parameters

Configure your Instagram reels scraping with these input options:

{
  "username": ["natgeo", "https://www.instagram.com/reel/ABC123/"],
  "resultsLimit": 30,
  "includeSharesCount": false
}

Input Fields:

• username: Array of Instagram usernames, profile URLs, reel URLs, or user IDs
• resultsLimit: Maximum reels to extract per profile (default: 30)
• includeSharesCount: Include share count metrics (premium feature, default: false)
• skipPinnedPosts: Filter out pinned reels (default: false)

Instagram Reels Scraper Output Data Structure

Each scraped Instagram reel includes detailed analytics and metadata:

{
  "id": "3757837396473817522",
  "type": "Video",
  "shortCode": "DQmhTPEgCmy",
  "url": "https://www.instagram.com/reel/DQmhTPEgCmy/",
  "ownerUsername": "natgeo",
  "ownerFullName": "National Geographic",
  "ownerId": "787132",
  "caption": "Conservation success story #wildlife",
  "hashtags": ["wildlife"],
  "mentions": [],
  "taggedUsers": [],
  "likesCount": 52341,
  "commentsCount": 145,
  "videoViewCount": 2452784,
  "videoPlayCount": 2452784,
  "sharesCount": 1245,
  "videoDuration": 15.515,
  "videoUrl": "https://instagram.com/v/video.mp4",
  "dimensionsHeight": 1920,
  "dimensionsWidth": 1080,
  "images": ["https://instagram.com/img.jpg"],
  "timestamp": "2025-11-04T18:30:15.000Z",
  "productType": "clips",
  "isSponsored": false,
  "isCommentsDisabled": false,
  "musicInfo": {
    "artist_name": "natgeo",
    "song_name": "Original audio",
    "uses_original_audio": true,
    "audio_id": "395558153367106"
  },
  "latestComments": [
    {
      "id": "17983161272870036",
      "text": "Amazing!",
      "ownerUsername": "user123",
      "timestamp": "2025-11-04T19:15:10.000Z",
      "likesCount": 15,
      "repliesCount": 2
    }
  ],
  "coauthorProducers": [],
  "inputUrl": "https://www.instagram.com/natgeo/"
}

Complete Data Fields:

• Unique reel identifiers and URLs
• Comprehensive engagement statistics
• Full content metadata and hashtags
• High-quality video assets and thumbnails
• Creator profile information
• Audio and music track details
• Comment threads and interactions
• Sponsored content indicators

Popular Use Cases for Instagram Reels Scraping

Social Media Content Research

• Analyze trending Instagram reels and viral video patterns
• Study successful content strategies and engagement tactics
• Research video format performance across different niches

Influencer Marketing and Analysis

• Evaluate creator performance and audience engagement metrics
• Discover top-performing reels and content creators
• Analyze influencer marketing effectiveness and ROI

Competitive Intelligence

• Monitor competitor reel performance and content strategies
• Track brand mentions and user-generated content in reels
• Analyze market trends and competitor audience demographics

Trend Discovery and Analysis

• Track hashtag usage and popularity in video content
• Identify emerging trends and viral challenges
• Study content themes and audience preferences

Campaign Performance Tracking

• Measure social media video campaign effectiveness
• Track branded hashtag performance and reach
• Analyze user engagement with promotional content

Academic Research and Studies

• Collect data for social media behavior studies
• Research video content consumption patterns
• Analyze digital marketing trends and consumer engagement

Instagram Reels Data Extraction Capabilities

This professional scraper handles all types of Instagram video content:

• Individual Reels: Extract data from specific reel URLs
• Profile Reels: Scrape all reels from an Instagram profile
• Batch Processing: Multiple profiles and reels in single operation
• Sponsored Content: Identify branded and promotional reels
• Music-Enhanced Videos: Audio metadata and music track information
• Comment Analysis: Threaded conversations and reply structures
• Engagement Tracking: Real-time metrics and performance indicators

Legal and Ethical Guidelines for Instagram Reels Scraping

• Public Content Only: Extract data exclusively from public Instagram reels
• Terms of Service Compliance: Strictly adhere to Instagram's Terms of Service
• Privacy Protection: Never collect or process private user data
• Legitimate Research: Use for valid research, analysis, and business intelligence
• Rate Limiting: Respect Instagram's servers with appropriate request delays
• Data Ethics: Ensure compliance with GDPR, CCPA, and privacy regulations
• Responsible Use: Conduct ethical social media data collection practices

Support and Resources

Need assistance with Instagram reels scraping?

• Review comprehensive input configuration options
• Access detailed output schema documentation
• Utilize Apify platform support and resources
• Contact technical support for advanced assistance

License

Apache-2.0