Instagram Influencer Scraper

An Instagram data extraction tool for influencer marketing agencies, brands, and researchers to discover and analyze creator profiles.

Profile Data:

• Username, bio, and profile picture
• Follower/following count and ratio
• Post count and IGTV/Reels count
• Verified badge and account type
• Contact info (email, phone from bio)
• External link and Linktree extraction

Engagement Analysis:

• Average likes/comments per post
• Engagement rate calculation
• Like-to-comment ratio
• Follower growth estimation
• Fake follower detection signals
• Best posting times

Content Scraping:

• Recent posts with captions and hashtags
• Carousel/image/video detection
• Tagged brands and @mentions
• Location tags and geotargeting
• Sponsored/paid partnership detection
• Story highlights metadata

Bulk Discovery:

• Hashtag-based influencer discovery
• Location-based creator search
• Similar account recommendations
• Niche classification

Tech Stack:

• Python + Instagram Private API
• Session management and rate limiting
• CSV/JSON/Excel export
• Docker deployment