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How to Scrape Data from Instagram for Your Targeting Needs

If you’re looking to scrape Instagram data for your targeting needs, look no further! In this article, we’ll show you how to get the data you need and how to use it for your business. Stay tuned!

What data can be scraped from Instagram

When it comes to scraping data from Instagram, there are a few key pieces of information that you can target. This includes:

  • Emails
  • Followers
  • Likers
  • Commenters
  • Phone numbers
  • Locations
  • Hashtags

Each of these pieces of information can be extremely valuable for your business or marketing efforts. For example, if you’re looking to target a specific group of people with your product or service, scrape their email addresses so that you can add them to your mailing list.

Or, if you’re trying to target customers in a certain area, scrape location data so that you can better understand where your potential customers are located.

Finally, hashtags can be scraped and used to track trending topics on Instagram – which can be helpful for understanding what content is resonating with your audience, and how you can better connect with them.

What are the benefits of scraping Instagram data?

There are a few key benefits that come with scraping Instagram data. First, it allows you to better understand your target audience and what they’re interested in.

Second, it gives you the ability to connect with potential customers on a more personal level. And third, it helps you stay ahead of the competition by understanding what content is resonating with your audience and how you can better connect with them.

How to scrape data from Instagram

Now that we’ve gone over what data can be scraped from Instagram and the benefits of doing so, let’s get into how you can actually scrape the data.

There are a few different ways that you can go about scraping data from Instagram. You can either use a scraper tool, or you can manually scrape the data yourself.

If you’re looking for a quick and easy way to scrape data from Instagram, we recommend using a scraper tool.

UPDATE: We’re getting way better results scraping followers using AvoData’s Instagram scraper. We’ll update this article sooner with a guide for it.

Instagram Scraper for 2022

Scraping Data From Instagram in 2022

Scrapping your competitors’ followers is an essential element of Instagram marketing. For one, it helps us to be able to target the right audience for our niche.

Personally, I scrape users’ followers so that I can follow, DM, or even like their posts using an automated system for Instagram.

A good Instagram followers scraper must have proper filters to help you narrow down your targeting. I use two specific tools to scrape followers on Instagram and I’ll take you through each of those.

Related: buy Instagram followers and likes

Two best data scrapping tools for Instagram

  1. Jarvee
  2. iParser

How to scrape Instagram data using Jarvee

Jarvee is one of the best scrapping tools because it offers you a myriad of options to work with.

For this article we’re only going to focus on scrapping followers although it’s worth mentioning you can actually use this tool to scrape almost every data publicly available on Instagram.

You can simply use the 5-day free trial of Jarvee to extract Instagram followers. You only need an email to get your own copy.

The first thing you need to do is to download and install Jarvee. Once you’ve done that, simply add and verify your Instagram account and we’ll get started from there.

Related: How to avoid Instagram follow block

  1. Once your Instagram is validated on Jarvee, go the 4th tab that says Scrape Tools. There are plenty of features you can use to your advantage here. scrape Instagram followers jarvee
  2. Our focus on this article is on the section that says ‘Extract followers of usernames (separate them by comma)‘. This is where we’re going to post our competitors’ usernames before hitting EXTRACT FOLLOWERS. type in usernames to extract followers from

For instance, if your Instagram account is based on a store that sells shoes, you want to extract followers of pages like Nike and Addidas.

Here, you’re going to type them in in this format: Nike, Adidas. Once you hit EXTRACT FOLLOWERS, Jarvee will start extracting Instagram followers of these pages.

How long the extraction process takes will depend on the number of followers your competitors have.

When the extraction process is completed you will be able to export the list of followers to either Excel or Notepad.

That’s how easy it is :).

Related: Best Pinterest automation tool

How to scrape Instagram followers using iPARSER.NET

iparser instagram followers scraper

iParser is one of my favorite tools for extracting Instagram followers. It is extremely fast and in a matter of seconds can extract about 10,000 Instagram followers from your competitor’s page.

Related: Jarvee Instagram settings

It is a web-based tool that won’t require you to download and install before you can start using it.

It also comes with useful filters that you can use to make your targeting narrower. Some of those useful features include the following:

  • private or public Instagram accounts
  • should the users have a profile picture or not
  • business or personal accounts
  • based on the number of followers
  • the engagement on the user’s posts among others

The only downside to this tool is that it’s in a foreign language and you will need to use Google Chrome with the translator enabled. I haven’t had an issue with as since I started using it.

Let’s walk through a simple example so that you can see how it works. For our example, we’re going to extract 10,000 followers from Nike’s official Instagram account.

  1. Head over to iParser.Net, quickly register, login and select the option I’ve highlighted in orange: extract followers from account iparser
  2. Paste in Nike’s Instagram address (1) and then select the options you need (if any). I picked followers (2), not followings or posts, and settled on only usernames (3) and not user IDs. I also decided I’m going to scrape only accounts that NOT private (4) and have profile pictures (5). I’m also going to scrape only business accounts (6). See the image below iparser filters
  3. Now let’s scroll down and hit ‘Run‘ and see what happens. refresh scrape page

The filters I picked might make it take a few minutes to complete. When the process is completed you will be able to download a list of scrapped Instagram followers.

Related: Instagram disabled my account. How to get it back

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