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Instagram
Scraping Teardown

Find out everything you need to know to reliably scrape Instagram,
including scraping guides, Github Repos, proxy performance and more.

Instagram Web Scraping Overview

Instagram implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

Instagram is a popular social media platform which allows users to share images and videos. It has a significant amount of data and therefore a popular target for web scraping. However, Instagram uses sophisticated anti-scraping mechanisms such as blocking suspicious IP addresses and excessive requests to protect its data. Navigating these features requires advanced web scraping techniques and tools. Web scraping Instagram involves dealing with Login, navigating through complex and dynamic JavaScript and handling AJAX calls. As a result, scraping Instagram present challenges both from an access (proxies, anti-scraping mechanisms, data behind login) and parsing (dynamic CSS, AJAX) perspective.

8.5 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

Best Instagram Proxies

Proxy statistics and optimal proxy providers for scraping Instagram. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.

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Proxy API Providers

Compare the top proxy API providers for scraping Instagram. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
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ScrapeOps Proxy API Aggregator

Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Proxy API Performance Comparisons

We're working on bringing you comprehensive proxy API provider comparisons for Instagram. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best proxy API provider for scraping Instagram.

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Residential Proxy Providers

Compare the top residential and mobile proxy providers for scraping Instagram. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
Success Rate:
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Avg. Success Latency:
Coming Soon

ScrapeOps Residential Proxy Aggregator

Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Residential Proxy Performance Comparisons

We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Instagram.

Instagram Anti-Bots

Anti-scraping systems used by Instagram to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Detected 1 Anti-bot system

Instagram Custom Anti-Bot

Instagram uses their own custom built anti-scraping system designed to hamper and/or prevent web scraping. Instagram uses a combination of techniques to detect and block scrapers. Instagram's protections can be bypassed using a number of techniques.

6/ 10

Bypass Difficulty

Bypass Options

Instagram Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Available
Free API

API Description

Instagram's public API facilitates user profile, media, and comments access. The API is highly limited, for instance, users cannot access messages, followers, and other private data. Additionally, certain operations, such as following and unfollowing users, liking photos, and posting content, are not enabled through the API.

Access Requirements

In order to use the Instagram API, developers must register an application, adhere to Community Guidelines and follow special rules around data usage.

API Data Available

User Profile Data
Media Data

Why People Use Web Scraping?

Developers turn to web scraping for Instagram due to a lack of access to all desired data through the API. Although the API does provide access to basic profile data and media, the API does not provide access to a user's full public feed, their followers, messages, or other highly sought-after data.Furthermore, people resort to web scraping to perform actions that are disallowed via the API. Activities such as automating the process of liking photos, following users, or posting comments cannot be done through their API, hence the reason why developers resort to web scraping.

Instagram Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Instagram has not been involved in any known legal disputes related to web scraping.

Found 0 lawsuits

Instagram Github Repos

Find the best open-source scrapers for Instagram on Github. Clone them and start scraping straight away.

Language
Code Level
Stars
Last updated 7 months ago

Instagram PHP Scraper is a library for interacting with Instagram's web version that allows users to retrieve account information and media without needing an official app. It supports various features including user authentication and session management to streamline the scraping process.


Page Types: User Profile, Media Page

Language:
php
Code Level:
immediate
Created
9 years ago
3.2K Stars
792 Forks
Last updated 1 year ago

Instagram Follower Scraper is a tool that automates the extraction of Instagram followers from specified user accounts. It uses Selenium WebDriver to interact with Instagram and saves the followers' usernames in separate text files.

Language:
python
Code Level:
immediate
Created
5 years ago
293 Stars
91 Forks
Unmaintained
Last updated 1 year ago

Instagram Crawler is a tool that enables users to extract data from Instagram posts, profiles, and hashtags without relying on the official Instagram API. It allows for automated interactions such as liking posts and fetching detailed information about posts, comments, and likes.


Page Types: User Profile, Category Page, Product Page

Language:
python
Code Level:
professional
Created
8 years ago
1.3K Stars
295 Forks
Last updated 2 years ago

Instagram Data Scraper is a tool that extracts data from Instagram accounts and hashtags. It retrieves details such as post counts, likes, comments, and user information, enabling marketers and analysts to track engagement and performance.


Page Types: User Profile, Media Page, Image Gallery

Language:
php
Code Level:
immediate
Created
8 years ago
598 Stars
133 Forks
Unmaintained
Last updated 2 years ago

instagram4j is a Java wrapper that emulates the functionality of Instagram's private API designed for Android. It supports various features of the Instagram app, including login methods, posting actions, and retrieving user feeds.

Language:
java
Code Level:
professional
Created
8 years ago
934 Stars
263 Forks
Last updated 2 years ago

Instagram Java Scraper is a library that allows users to fetch account details, photos, and videos from Instagram without the need for authorization. It provides various methods to retrieve media by username or URL and interact with account information programmatically.

Language:
java
Code Level:
professional
Created
9 years ago
464 Stars
152 Forks
Unmaintained
Last updated 2 years ago

InstaTouch is a scraping tool designed to extract valuable information from Instagram without the need for user credentials. It allows users to scrape media posts, comments, and other data based on various parameters such as username, hashtags, and locations.


Page Types: User Profile, Product Page, Category Page

Language:
typescript
Code Level:
professional
Created
6 years ago
771 Stars
91 Forks
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Instagram Web Scraping Articles

Find the best web scraping articles for Instagram. Learn how to get started scraping Instagram.

Language
Code Level

Let’s Scrape Intagram with python (outdated) | by Moslem Gannoun | Medium

This article shows how to effectively scrape data from Instagram profiles using Python. It provides detailed code snippets and instructions for retrieving various statistics, including followers, post likes, and media counts.

python

1 min to read

medium.com

Step-by-Step: Scrape Instagram Profile Data | API Guide 2025

This article shows how to scrape Instagram profile data using a Python-based scraper and a recommended scraping API. It explains the process in detail, providing steps for creating the scraper and understanding the data extraction methods to facilitate various analyses.

python

1 min to read

scrapeless.com

Scrape Instagram followers, following list and post authors for free and enrich them

This tutorial shows how to scrape Instagram users' profiles, including followers, following lists, and post authors, enabling marketers to build effective lead lists. It offers a detailed guide on using a script that intercepts API calls to collect user data directly from the Instagram interface.

javascript

1 min to read

datablist.com

How to Scrape Instagram in 2025

This tutorial shows how to scrape Instagram data using Python without logging in or getting blocked, focusing on both user profiles and individual post details. It discusses leveraging hidden API endpoints and provides code examples for a robust Instagram scraper.

python

1 min to read

scrapfly.io

How to scrape data from Instagram, X, YouTube and Google in your Bubble App

This tutorial demonstrates how to scrape data from platforms like Instagram, X, YouTube, and Google directly into your Bubble app, offering a new range of product ideas. It emphasizes the ease of setting up web scraping without coding and highlights the use of Apify for reliable scraping solutions.

javascript

1 min to read

nocodesaas.io

How to Scrape Instagram Images? | Instagram Scraper

This article demonstrates how to scrape images from Instagram using WebHarvy, a visual web scraping software that simplifies data extraction with user-friendly interfaces. It provides step-by-step instructions, including settings configuration and support for scraping multiple images associated with Instagram posts.

1 min to read

webharvy.com

Scraping Instagram Using Python and Scrapy⚡️! | by HARSH GUPTA | Medium

This article shows how to scrape Instagram user data using Python and Scrapy, detailing the step-by-step implementation of a custom scraper. It emphasizes the importance of handling requests and cookies to successfully extract relevant user information from Instagram's API.

python

1 min to read

medium.com

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Instagram Web Scraping Videos

Find the best web scraping videos for Instagram. Learn how to get started scraping Instagram.

Language
Code Level

This tutorial teaches viewers how to scrape Instagram accounts and hashtags using n8n and Apify, detailing the process of connecting n8n to Apify’s Instagram Actors. It covers executing runs, waiting for completion, and pulling posts and profiles into workflows for further analysis and storage.

n8n
apify
Published
5 months ago
18 min Length
76 Likes
4.7K Views

This video tutorial demonstrates how to scrape comments from Instagram posts using the Instagram Comment Scraper from Apify Store. Viewers will learn to input a post URL to retrieve text, post IDs, timestamps, owner IDs, usernames, profile pictures, and URLs.

Published
1 year ago
3 min Length
79 Likes
9.2K Views

This tutorial covers various techniques for web scraping using social media APIs. It provides insights into scraping data efficiently and effectively from multiple platforms.

Published
1 year ago
4 min Length
40 Likes
2.1K Views

The video tutorial demonstrates how to efficiently scrape data from over a thousand Instagram profiles using the Apify and Instant Data Scraper tools, targeting key information such as usernames and follower counts for lead generation. It aims to assist digital marketers and businesses in automating their data collection to build effective lead lists.

Apify
Published
1 year ago
9 min Length
461 Likes
18.8K Views

This tutorial demonstrates how to scrape unlimited leads from Instagram using various tools, including Scrape Apollo Leads. The video covers practical techniques for leveraging Instagram to gather email leads effectively.

Published
1 year ago
5 min Length
1.2K Likes
40K Views

This tutorial demonstrates effective techniques for scraping leads from various online sources, specifically focusing on lead generation websites. Viewers will learn how to utilize tools and strategies to collect data efficiently from the web.

Published
1 year ago
4 min Length
450 Likes
24.7K Views

This tutorial demonstrates how to effectively scrape data from Instagram, focusing on techniques to capture image data and generate customized captions using AI. The presenter shares a system capable of pulling around 400,000 user profiles per day, highlighting both the challenges and solutions involved in scraping this complex platform.

Published
1 year ago
83 min Length
761 Likes
35.2K Views
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