Scraping Followers on Instagram for Data Analysis

In order to scrape followers on Instagram, you will need to use a tool or software that can access the Instagram API. Once you have this tool, you will need to create a list of users that you want to scrape data from.

Once you have your list of users, the tool will then access the Instagram API and return data about the user’s followers. This data can include information such as the follower’s username, profile picture, number of posts, number of followers, and much more.

Sign up on Botster

If you are looking to scrape followers on Instagram, Botster is the perfect tool for you. With Botster, you can target specific users and follow them automatically. Additionally, Botster allows you to un follow users who do not follow you back, making it easy to keep your follower count high.

Head to the bot’s start page

Start by opening the bot’s start page.

Enter the Instagram username of the account you want to scrape followers from.: In the first input box, enter the Instagram username of the account you want to scrape followers from.

Select how many followers you want to scrape: In the second input box, select how many followers you want to scrape. The maximum is 200.

Generate list of followers: Once you’ve entered all information, hit “Generate list of followers.” This will take a few moments as it scrapes all usernames from that account’s follower list.

Copy the username (e.g. jaredleto, no @ symbol needed)

1. Go to in your web browser and log in. 2. Type the username into the search bar at the top of the page and press enter. 3. Click on the blue “Followers” button just below the header image of the user’s profile (it should say how many followers they have). This will take you to a list of that user’s followers. 4. Scroll down through the list of followers until you reach the end (you may need to do this multiple times if they have a lot of followers). Once you reach the end, a button labeled “Load more” will appear near the bottom of the page; click it. Keep scrolling and clicking “Load more” until you have loaded all of that user’s followers (this may take some time). 5. Now that you have loaded all of their followers, you can start scraping! To do this, we’ll use a free tool called InstaLeecher; go to in your web browser and scroll down to where it says “Download InstaLeecher.” Click on whichever version is compatible with your operating system (Windows or Mac) and save it somewhere convenient (e.g., your desktop). Once it has downloaded, open InstaLeecher and click on “Select users.” 6. In InstaLeecher, click on “Add from file,” then navigate to wherever you saved that text file with all of that user’s follower usernames in it and select it; click “Open” once you’ve found it.

Paste the username into the bot’s input form

When you’re ready to scrape followers on Instagram, the first thing you’ll need to do is paste the username of the account you want to target into the input form on the bot’s website. After that, all you need to do is sit back and wait for the bot to do its job. Within minutes, you’ll have a list of all the followers of that account, along with some other useful data such as their full name, bio, and location.

Select the number of followers you’d like to scrape

If you’re looking to scrape a large number of followers from Instagram, there are a few things you’ll need to do. First, you’ll need to find a tool that will allow you to do this. There are a few different options available, but we recommend using Scrapebox.

Once you have Scrapebox set up, you’ll need to create a list of target URLs. You can find these by searching for popular hashtags related to your niche, or by finding popular accounts in your niche and scraping their followers.

Once you have your target URLs, it’s time to start scraping! Scrapebox makes it easy to specify how many followers you want to scrape from each URL, so make sure to set this number high enough that you’re able to get the data you need without exceeding Instagram’s limit.

And that’s it! With these simple steps, you’ll be able to quickly and easily scrape thousands of followers from Instagram.