Expert Tutorial

How to Use Instagram Scraper to Extract Data (2026 Guide)

A step-by-step guide on how to use Instagram Scraper to extract data and export it to Excel or CSV without coding.

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What is Instagram Scraper?

Extract Instagram profiles, posts, hashtags, and engagement metrics. Ideal for influencer research and social media analytics.

The Instagram Scraper is a powerful and reliable extraction tool designed for social media marketers, researchers, and brands. It allows you to gather deep intelligence from public Instagram profiles, including detailed follower/following counts, engagement rates, bio text, and public contact information. You can also scrape individual posts, reels, and IGTV videos to extract high-resolution images, full captions, timestamps, likes, and comments. Furthermore, you can track the performance of specific hashtags to monitor brand mentions or discover trending content. With built-in proxy rotation and automatic pagination, this tool bypasses Instagram's strict anti-bot protections to deliver clean, structured data at scale.

Key Features

  • Scrape public profiles and complete post histories
  • Extract precise engagement metrics (likes, views, comments)
  • Get accurate follower and following counts
  • Download high-resolution post images, carousels, and videos
  • Extract full captions, tags, and mentions
  • Track hashtag usage, top posts, and recent posts
  • Automatic proxy handling to prevent IP bans
  • Support for scrolling and infinite pagination handling
  • Export directly to standard formats like Excel and JSON

How to Extract Data (Step by Step)

Extracting data using the Instagram Scraper is incredibly straightforward. It runs entirely in the cloud, meaning you don't need to install any desktop software.

  1. Click 'Try for Free' to open the Instagram Scraper on Apify.
  2. Sign up for a free Apify account if you haven't already.
  3. Configure the input: Enter Instagram usernames, post URLs, or hashtags.
  4. Select what you want to extract (e.g., Profile details, latest posts, or comments).
  5. Set a limit on the number of results to control costs and time.
  6. Click 'Start' and download your exported data in Excel, CSV, or JSON.
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What does the exported data look like?

You can export the results into Excel, CSV, JSON, or HTML. Here is a sample of what the raw JSON data looks like:

{
  "inputUrl": "https://www.instagram.com/apifytech/",
  "id": "4107246533",
  "username": "apifytech",
  "fullName": "Apify",
  "biography": "Web scraping and data extraction platform 🚀",
  "externalUrl": "https://apify.com",
  "followersCount": 12450,
  "followsCount": 543,
  "hasChannel": false,
  "isBusinessAccount": true,
  "joinedRecently": false,
  "private": false,
  "verified": true,
  "profilePicUrl": "https://scontent-lax3-1.cdninstagram.com/v/...",
  "postsCount": 342,
  "latestPosts": [...]
}