Instagram Hashtag Scraper: 5 Best Tools

   By: Marketer Rakib
Updated May 11, 2023

Are you looking for the best Instagram Hashtag Scraper to help you analyze Instagram trends and find the most popular hashtags?

Yes, then you're in the right place. In this article, I'll look at the top 5 best tools for Instagram Hashtag Scraping that will make your work easier and more efficient.

So let’s dive into the guide.


What is the Best Instagram Hashtag Scraper in 2024?

Here are the top picks for the best Instagram Hashtag Scraper.

Instagram hashtag Scraper

Bright Data is a leading provider of residential and mobile proxies that allow you to access the internet anonymously and securely.

Its Instagram Hashtag Scraper tool enables you to extract data from Instagram hashtags and profiles and analyze the data using advanced analytics tools.

One of the advantages of Bright Data is that it offers a high level of anonymity and security, making it ideal for users who need to collect sensitive data or access geo-restricted content.

As a social media scraper tool, it allows you to extract crucial data from Instagram that can be used for market research, understanding customers, and performing sentiment analysis.

With Bright Data, you can easily retrieve profiles, URLs, images, timestamps, comments, and marketplace postings. The platform's proprietary site unlocking technology allows you to access as much data as you need for your research and analysis.

Moreover, Bright Data provides services to make scraping easier, reliable, and practical, making it the go-to choice for businesses and organizations seeking to enhance their market strategy and grow their customer base.

So, if you want to stay ahead of the competition and achieve tremendous success with your Instagram campaigns, choose Bright Data for all your hashtag scraping needs.

Apify apify Instagram Scraper

Apify is a cloud-based web scraping and automation platform that offers a variety of tools and services for data extraction and analysis.

Its Instagram Hashtag Scraper tool allows you to extract hashtags from Instagram profiles and analyze the data to gain insights into Instagram trends and user behavior.

One of the advantages of Apify is that it supports multiple programming languages, including Python, JavaScript, crapy, Selenium, Playwright, or Puppetee.js, making it accessible to a wide range of users with different levels of programming expertise.

Thus if you're looking to scrape Instagram hashtags for data analysis or marketing research, Apify is one of the best tools. 

With Apify's pre-built scrapers for Instagram, you can extract data quickly and efficiently. You can also scrape Instagram posts, users, and hashtags to collect information like account data, post content, engagement, and more.

Besides, Apify's automation features make setting up scheduled runs and automatic IP rotation easy to avoid getting blocked or banned by Instagram.

As someone who wants to collect data without coding or technical knowledge, Apify's user-friendly interface and support team are valuable and helpful.

phantombuster Instagram hashtag Scraper

PhantomBuster is a web automation and data extraction tool that allows you to automate repetitive tasks on the web and extract data from social media platforms, including Instagram.

Its Instagram Hashtag Scraper tool enables you to extract posts, comments, and hashtags from Instagram profiles and analyze the data to gain insights into Instagram trends and user behavior.

One of the advantages of PhantomBuster is that it offers a user-friendly interface and a wide range of pre-built 100+ automation templates, making it easy to use even for users with no programming experience.

With PhantomBuster, you don't need to write any code to get started, and the platform is cloud-based, so you can access it from anywhere.

Even if you need to become more technically savvy, you'll find that PhantomBuster is easy to navigate, thanks to its intuitive interface.

So if you're looking for a reliable, user-friendly Instagram hashtag scraper, try PhantomBuster today.

ScrapingBee Instagram followers scraper

ScrapingBee is a web scraping service that offers a variety of tools and services for data extraction and analysis.

Its Instagram Hashtag Scraper tool allows you to extract posts, comments, and hashtags from Instagram profiles and analyze the data using advanced analytics tools.

One of the advantages of ScrapingBee is that it offers a high level of scalability and reliability, making it ideal for users who need to extract large amounts of data quickly and efficiently.

As someone who regularly uses Instagram for marketing purposes, I've found that ScrapingBee is the most reliable and efficient way to extract valuable data from the platform.

With its large proxy pool, ScrapingBee can extract data without getting blocked, and its dynamic proxies ensure no rate limit barriers.

The API is easy to use, and the fact that it supports multiple languages means that I can easily integrate it into my projects regardless of the language I'm using.

ScrapingBee offers lead generation directly from Google Sheets, making it a one-stop shop for all my Instagram scraping needs. 

SmartProxy instagram scraper

SmartProxy is a leading provider of residential proxies that allow you to access the internet anonymously and securely. Its Instagram Hashtag Scraper tool enables you to extract data from Instagram hashtags and profiles and analyze the data using advanced analytics tools.

One of the advantages of SmartProxy is that it offers a high level of anonymity and security, making it ideal for users who need to collect sensitive data or access geo-restricted content.

The platform offers many features that make Instagram hashtag scraping easy and effective. With SmartProxy, I can scrape hashtags based on a target location, posts, related hashtags, and more.

Besides, the platform is very user-friendly and easy to navigate. The best part is that it provides real-time and asynchronous requests, ensuring I get the data I need quickly.

SmartProxy offers competitive pricing plans, making it an affordable platform for businesses of all sizes. So if you're looking for the best Instagram hashtag scraper, I recommend trying SmartProxy.

Need More Instagram Scraping Software ?

Here are some of Instagram scraping Software.

FAQs: Instagram Hashtag Scraper

Can you scrape Instagram hashtags?

Yes, Instagram hashtags can be scraped using an Instagram Hashtag Scraper tool. These tools allow you to extract posts, comments, and hashtags from Instagram profiles and analyze the data to gain insights into Instagram trends and user behavior.

How do you scrape Instagram hashtags in Python?

To scrape Instagram hashtags in Python, you can use tools like Apify or PhantomBuster, which support Python programming. You can use the tool's API and Python SDK to extract data from Instagram hashtags and perform further analysis.

How do you collect hashtag data on Instagram?

To collect hashtag data on Instagram, you can use an Instagram Hashtag Scraper tool like the ones mentioned in this article. These tools allow you to extract posts, comments, and hashtags from Instagram profiles and analyze the data to gain insights into Instagram trends and user behavior.

Summary

Do you find the Best Instagram Hashtag Scrapers in 2024?

Instagram Hashtag Scrapers have become increasingly popular for businesses, influencers, and marketers who want to optimize their Instagram content and reach a wider audience. 

The five tools mentioned in this article - Apify, Bright Data, PhantomBuster, ScrapingBee, and SmartProxy - are some of the best Instagram Hashtag Scrapers in 2024.

Each tool has unique features and benefits; the choice ultimately depends on the user's specific requirements and preferences. Regardless of the tool chosen, Instagram Hashtag Scrapers have proven to be a valuable asset for those seeking to improve their Instagram presence.

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Marketer Rakib is a full-time Blogger and Affiliate Marketer. Follow Rakib to learn how to scale up your online business for more Make Money. Before starting this blog, Rakib managed world's top digital marketing agencies. Now, He has been helping people to make money online through affiliate marketing.  

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