Pricing
$0.18 / 1,000 results
Instagram Hashtag Username Scraper
This actor scrapes Instagram posts based on a specified hashtag and extracts usernames, profile names, and user IDs. It helps track engaged users, analyze social media trends, and gather audience insights. Ideal for influencer research, marketing, and hashtag-based user analysis.
Pricing
$0.18 / 1,000 results
Rating
3.4
(5)
Developer
Actor stats
19
Bookmarked
1.1K
Total users
7
Monthly active users
2 months ago
Last modified
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Instagram Hashtag Scraper
📌 Overview
Instagram Hashtag Scraper is a powerful tool designed to extract usernames of users who have posted content under a specific hashtag. Simply input a hashtag, set the desired number of usernames, and let the scraper fetch relevant user data efficiently.
🚀 Features
- Extracts usernames from posts/reels associated with a given hashtag
- Supports batch scraping with custom limits
- Detects expired or invalid cookies for troubleshooting
- Optimized for performance and reliability
- Automatically scrolls through posts for deeper extraction
🔧 How It Works
- Enter a hashtag of your choice.
- Set the number of usernames you wish to retrieve.
- The scraper processes the hashtag and fetches associated usernames.
- Data is stored for easy access and analysis.
- If no posts are found, it suggests checking cookies or the keyword.
📥 Input Parameters
| Parameter | Type | Description |
|---|---|---|
hashtag | string | The hashtag to scrape usernames from |
max_items | integer | (Optional) The maximum number of usernames to retrieve |
cookies | string | Instagram session cookies for authentication |
📤 Output Data
The scraper returns structured JSON data containing:
search_keyword– The input hashtagcaption– Extracted hashtags from captionsuser_pk– Unique user IDusername– Instagram handleid– Post IDcode– Unique post code
Each extracted entry includes:
- search_keyword - The searched hashtag.
- caption - Extracted hashtags from the post.
- user_pk - The unique user ID.
- username - The Instagram username.
- id - The post ID.
- code - The unique Instagram post code.
🔑 How to Get Instagram Cookies
To run the scraper, you need to extract your Instagram session cookies. Follow these steps:
- Install the Export Cookie JSON file for Puppeteer extension in your browser.
- Log in to Instagram using your account.
- Click on the extension icon and export your cookies as a JSON file.
- Copy the contents of the file and provide them as input to the scraper.
📌 SEO Optimized Keywords
- Instagram Hashtag Scraper
- Extract Instagram Usernames
- Hashtag Data Mining
- Social Media Scraping
- Instagram Marketing Tool
- Web Scraping for Instagram
🚀 Start scraping Instagram hashtags today!
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