Analyze Instagram profiles and posts with detailed engagement metrics, view tracking, follower ratios, and Reels-focused analytics with JSON/CSV export.
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A comprehensive Instagram profile and post analysis tool with engagement metrics, view tracking, and Reels-focused analytics.
--- name: instagram-analyzer description: Analyze Instagram profiles and posts with engagement metrics, view counts, follower ratios, and Reels analytics. emoji: ๐ version: 1.0.0 author: Sencer tags: - instagram - analytics - engagement - reels - influencer metadata: clawdbot: requires: bins: - python3 - chromium pip: - playwright - beautifulsoup4 - lxml config: stateDirs: - data/output - data/profiles - data/posts outputFormats: - json - csv ---
# Full profile analysis - REELS FOCUS (default behavior) analyze-profile "username"With custom post count
analyze-profile "username" --posts 60
All posts (including regular posts)
analyze-profile "username" --include-posts
# Analyze a Reel/post URL analyze-post "https://www.instagram.com/reel/ABC123xyz/"With JSON output
analyze-post "https://www.instagram.com/reel/ABC123xyz/" --output json
{ "post_type": "reel", "url": "https://www.instagram.com/reel/ABC123xyz/", "username": "example_user", "metrics": { "views": 125000, "likes": 8542, "comments": 312, "saves": 892, "followers": 125000, "shares": 156 }, "ratios": { "view_to_follower_percent": 100.0, "like_to_view_percent": 6.83, "comment_to_view_percent": 0.25, "save_to_view_percent": 0.71 }, "timing": { "posted_at": "2026-02-11T14:30:00", "time_ago": "6 hours ago", "age_hours": 6 } }
{ "profile": { "username": "example_user", "full_name": "Example User", "followers": 125000, "following": 1500, "posts_count": 450, "is_verified": false }, "analysis_summary": { "total_posts_analyzed": 60, "reels_analyzed": 45, "analysis_mode": "reels_only", "total_views": 5420000, "average_views": 120444, "average_engagement_rate": 8.2, "top_reels": [...], "reels_links": [ "https://www.instagram.com/reel/ABC123/", "https://www.instagram.com/reel/DEF456/", ... ] }, "engagement_breakdown": { "avg_likes": 8542, "avg_comments": 312, "avg_saves": 892, "engagement_rate": 7.8 } }
| Metric | Formula | Interpretation |
|---|---|---|
| View Rate | (Views / Followers) ร 100 | How many followers actually watched |
| Engagement Rate | ((Likes + Comments + Saves) / Views) ร 100 | Overall audience interaction |
| Like Rate | (Likes / Views) ร 100 | Content appreciation |
| Save Rate | (Saves / Views) ร 100 | Content value indicator |
Edit
config/analyzer_config.json{ "scraper": { "headless": false, "min_followers": 1000, "posts_to_analyze": 60, "scroll_pause": 2, "timeout": 30000 }, "browser": { "stealth_mode": true, "human_behavior": true, "user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_0 like Mac OS X)" }, "output": { "default_format": "json", "save_reels_links": true, "export_csv": true } }
data/profiles/{username}.jsondata/posts/{post_id}.jsondata/output/batch_{timestamp}.jsondata/output/{username}_reels.txt.envscroll_pauseNo automatic installation available. Please visit the source repository for installation instructions.
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